
============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:36
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 1
Scenario seed: 7216130499227313205

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 66.79%
Aisle-assignment balance: 98.54%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 990
Passengers seated: 274/274
Average waiting ticks: 450.42
Longest waiting passenger: P233->32A(LEFT)
Longest waiting ticks: 921

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2125
Maximum occupied tiles: 12
Seat events: 139
Single-blocker events: 45
Multiple-blocker events: 13
Temporary aisle reoccupations: 71

RIGHT AISLE
-----------
Total moves: 2075
Maximum occupied tiles: 11
Seat events: 135
Single-blocker events: 41
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5198
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6411
Total stationary ticks: 127724
Seat-event requests: 284
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 632
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 632
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:36
Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 1
Scenario seed: 7216130499227313205

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 70.07%
Aisle-assignment balance: 93.43%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1036
Passengers seated: 274/274
Average waiting ticks: 451.47
Longest waiting passenger: P131->14E(LEFT)
Longest waiting ticks: 1002

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2208
Maximum occupied tiles: 13
Seat events: 146
Single-blocker events: 30
Multiple-blocker events: 5
Temporary aisle reoccupations: 40

RIGHT AISLE
-----------
Total moves: 1984
Maximum occupied tiles: 14
Seat events: 128
Single-blocker events: 5
Multiple-blocker events: 5
Temporary aisle reoccupations: 15

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 94
Reservations granted: 89
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6230
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7144
Total stationary ticks: 129168
Seat-event requests: 276
Failed seat-event starts: 2

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 409
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 2
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 409
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 281\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 01 | standardDataset=274/274 (100.00%) | isolationDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | isolationWorse=false | standardFamily=COMPLETE_CABIN | isolationFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:36
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 2
Scenario seed: -5145057424286824451

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.48%
Blocker-prone seat share (topology component): 73.61%
Aisle-assignment balance: 94.44%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 799
Passengers seated: 216/216
Average waiting ticks: 351.06
Longest waiting passenger: P90->5C(LEFT)
Longest waiting ticks: 749

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 31
Regions dissolved: 2
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 12
Seat events: 114
Single-blocker events: 32
Multiple-blocker events: 9
Temporary aisle reoccupations: 52

RIGHT AISLE
-----------
Total moves: 1517
Maximum occupied tiles: 11
Seat events: 102
Single-blocker events: 19
Multiple-blocker events: 9
Temporary aisle reoccupations: 38

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 121
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3653
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4671
Total stationary ticks: 78797
Seat-event requests: 225
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 229\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:36
Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 2
Scenario seed: -5145057424286824451

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 83.33%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 790
Passengers seated: 216/216
Average waiting ticks: 347.35
Longest waiting passenger: P102->23E(RIGHT)
Longest waiting ticks: 730

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1455
Maximum occupied tiles: 13
Seat events: 105
Single-blocker events: 20
Multiple-blocker events: 0
Temporary aisle reoccupations: 20

RIGHT AISLE
-----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 111
Single-blocker events: 26
Multiple-blocker events: 0
Temporary aisle reoccupations: 26

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 104
Reservations granted: 96
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4667
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5536
Total stationary ticks: 79104
Seat-event requests: 216
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 433
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 433
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 224\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 02 | standardDataset=216/216 (100.00%) | isolationDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | isolationWorse=false | standardFamily=COMPLETE_CABIN | isolationFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:36
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 3
Scenario seed: 3757159740356003327

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.65%
Blocker-prone seat share (topology component): 60.53%
Aisle-assignment balance: 98.83%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1266
Passengers seated: 342/342
Average waiting ticks: 588.90
Longest waiting passenger: P156->23B(LEFT)
Longest waiting ticks: 1212

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3072
Maximum occupied tiles: 14
Seat events: 173
Single-blocker events: 56
Multiple-blocker events: 25
Temporary aisle reoccupations: 111

RIGHT AISLE
-----------
Total moves: 2968
Maximum occupied tiles: 12
Seat events: 169
Single-blocker events: 49
Multiple-blocker events: 22
Temporary aisle reoccupations: 96

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 147
Reservations granted: 143
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6815
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8177
Total stationary ticks: 206919
Seat-event requests: 351
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 758
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 758
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 355\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:36
Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 3
Scenario seed: 3757159740356003327

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET
Row-zone concentration (diagnostic control): 27.49%
Blocker-prone seat share (topology component): 63.16%
Aisle-assignment balance: 94.74%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1302
Passengers seated: 342/342
Average waiting ticks: 582.20
Longest waiting passenger: P121->23F(RIGHT)
Longest waiting ticks: 1242

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2708
Maximum occupied tiles: 14
Seat events: 162
Single-blocker events: 29
Multiple-blocker events: 5
Temporary aisle reoccupations: 39

RIGHT AISLE
-----------
Total moves: 3150
Maximum occupied tiles: 15
Seat events: 180
Single-blocker events: 41
Multiple-blocker events: 5
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 140
Reservations granted: 133
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7704
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8872
Total stationary ticks: 205780
Seat-event requests: 345
Failed seat-event starts: 3

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 566
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 3
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 566
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 352\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 03 | standardDataset=342/342 (100.00%) | isolationDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | isolationWorse=false | standardFamily=COMPLETE_CABIN | isolationFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:36
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 4
Scenario seed: 4505242574357131631

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.49%
Aisle-assignment balance: 91.18%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2255
Passengers seated: 200/204
Average waiting ticks: 339.50
Longest waiting passenger: P88->29C(RIGHT)
Longest waiting ticks: 2194

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1498
Regions dissolved: 0
Repeated reconstructions avoided: 1498
Largest region lifetime: 1499
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1499:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1496
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1348
Maximum occupied tiles: 11
Seat events: 93
Single-blocker events: 18
Multiple-blocker events: 4
Temporary aisle reoccupations: 26

RIGHT AISLE
-----------
Total moves: 1644
Maximum occupied tiles: 13
Seat events: 107
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1613
Reservations granted: 1609
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 4973
Longest unresolved passenger ID: 201
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P147(28E/RIGHT) -> P139(29G/RIGHT) -> P201(30D/RIGHT) -> P88(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 147
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 11024
Total stationary ticks: 77119
Seat-event requests: 1709
Failed seat-event starts: 1509

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 88
Critical blocker identity: P88->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 4
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P88(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P201(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P139(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P147(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 4
Rear-boundary failures: 1505
Middle-bank reservation failures: 4
Active-event deferrals: 595
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1714\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:36
Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 4
Scenario seed: 4505242574357131631

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET
Row-zone concentration (diagnostic control): 34.31%
Blocker-prone seat share (topology component): 88.24%
Aisle-assignment balance: 99.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 729
Passengers seated: 204/204
Average waiting ticks: 326.21
Longest waiting passenger: P65->12D(LEFT)
Longest waiting ticks: 676

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1415
Maximum occupied tiles: 13
Seat events: 101
Single-blocker events: 16
Multiple-blocker events: 0
Temporary aisle reoccupations: 16

RIGHT AISLE
-----------
Total moves: 1565
Maximum occupied tiles: 13
Seat events: 103
Single-blocker events: 18
Multiple-blocker events: 0
Temporary aisle reoccupations: 18

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 87
Reservations granted: 84
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4701
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5379
Total stationary ticks: 70657
Seat-event requests: 204
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 331
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 331
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 207\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 04 | standardDataset=200/204 (98.04%) | isolationDataset=204/204 (100.00%) | seatedDelta=+4 | completionDelta=+1.96% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | isolationWorse=false | standardFamily=REAR_BOUNDARY_LOCK | isolationFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:36
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 5
Scenario seed: -6826745434564669881

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 870
Passengers seated: 235/235
Average waiting ticks: 386.29
Longest waiting passenger: P138->20E(RIGHT)
Longest waiting ticks: 843

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1722
Maximum occupied tiles: 12
Seat events: 113
Single-blocker events: 30
Multiple-blocker events: 8
Temporary aisle reoccupations: 48

RIGHT AISLE
-----------
Total moves: 1667
Maximum occupied tiles: 10
Seat events: 122
Single-blocker events: 34
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4517
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5593
Total stationary ticks: 94540
Seat-event requests: 245
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 566
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 566
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:36
Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 5
Scenario seed: -6826745434564669881

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 76.60%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 852
Passengers seated: 235/235
Average waiting ticks: 384.29
Longest waiting passenger: P103->23E(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles11-13:occupied=3:anchor=P215:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1610
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 0
Temporary aisle reoccupations: 30

RIGHT AISLE
-----------
Total moves: 1740
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 35
Multiple-blocker events: 0
Temporary aisle reoccupations: 35

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 119
Reservations granted: 119
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4747
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5595
Total stationary ticks: 94353
Seat-event requests: 239
Failed seat-event starts: 4

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 414
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 4
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 414
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 05 | standardDataset=235/235 (100.00%) | isolationDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | isolationWorse=false | standardFamily=COMPLETE_CABIN | isolationFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:36
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 6
Scenario seed: 2513822240434754174

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.82%
Blocker-prone seat share (topology component): 77.94%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 731
Passengers seated: 204/204
Average waiting ticks: 331.67
Longest waiting passenger: P8->20F(RIGHT)
Longest waiting ticks: 685

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1499
Maximum occupied tiles: 14
Seat events: 102
Single-blocker events: 24
Multiple-blocker events: 8
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1479
Maximum occupied tiles: 12
Seat events: 102
Single-blocker events: 30
Multiple-blocker events: 6
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3601
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4643
Total stationary ticks: 70621
Seat-event requests: 210
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 585
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 585
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 210\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:36
Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 6
Scenario seed: 2513822240434754174

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET
Row-zone concentration (diagnostic control): 34.31%
Blocker-prone seat share (topology component): 88.24%
Aisle-assignment balance: 99.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 734
Passengers seated: 204/204
Average waiting ticks: 328.96
Longest waiting passenger: P200->16D(LEFT)
Longest waiting ticks: 677

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1415
Maximum occupied tiles: 12
Seat events: 101
Single-blocker events: 16
Multiple-blocker events: 0
Temporary aisle reoccupations: 16

RIGHT AISLE
-----------
Total moves: 1565
Maximum occupied tiles: 13
Seat events: 103
Single-blocker events: 18
Multiple-blocker events: 0
Temporary aisle reoccupations: 18

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 84
Reservations granted: 84
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4466
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5119
Total stationary ticks: 70997
Seat-event requests: 204
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 305
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 305
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 204\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 06 | standardDataset=204/204 (100.00%) | isolationDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | isolationWorse=false | standardFamily=COMPLETE_CABIN | isolationFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:36
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 7
Scenario seed: -4676738862831661214

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.80%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 98.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 772
Passengers seated: 216/216
Average waiting ticks: 349.32
Longest waiting passenger: P213->4C(LEFT)
Longest waiting ticks: 721

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 24
Regions dissolved: 2
Repeated reconstructions avoided: 24
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1563
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 21
Multiple-blocker events: 10
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1500
Maximum occupied tiles: 12
Seat events: 106
Single-blocker events: 24
Multiple-blocker events: 10
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 119
Reservations granted: 119
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3938
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5006
Total stationary ticks: 78770
Seat-event requests: 227
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 538
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 538
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 227\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:36
Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 7
Scenario seed: -4676738862831661214

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 83.33%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 789
Passengers seated: 216/216
Average waiting ticks: 348.50
Longest waiting passenger: P203->27E(RIGHT)
Longest waiting ticks: 721

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1455
Maximum occupied tiles: 13
Seat events: 105
Single-blocker events: 20
Multiple-blocker events: 0
Temporary aisle reoccupations: 20

RIGHT AISLE
-----------
Total moves: 1669
Maximum occupied tiles: 13
Seat events: 111
Single-blocker events: 26
Multiple-blocker events: 0
Temporary aisle reoccupations: 26

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 105
Reservations granted: 96
Reservations denied/waited: 9
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4566
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5383
Total stationary ticks: 79264
Seat-event requests: 216
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 369
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 9
Active-event deferrals: 369
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 225\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 1\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 07 | standardDataset=216/216 (100.00%) | isolationDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | isolationWorse=false | standardFamily=COMPLETE_CABIN | isolationFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:36
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 8
Scenario seed: 2451708163553084058

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.05%
Blocker-prone seat share (topology component): 64.86%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 943
Passengers seated: 259/259
Average waiting ticks: 421.84
Longest waiting passenger: P256->9F(LEFT)
Longest waiting ticks: 901

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles10-13:occupied=3:anchor=P12:selected=P71:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2017
Maximum occupied tiles: 12
Seat events: 135
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1933
Maximum occupied tiles: 14
Seat events: 124
Single-blocker events: 35
Multiple-blocker events: 9
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 90
Reservations granted: 90
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5174
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6489
Total stationary ticks: 113674
Seat-event requests: 273
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 652
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 652
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 272\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:36
Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 8
Scenario seed: 2451708163553084058

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET
Row-zone concentration (diagnostic control): 32.05%
Blocker-prone seat share (topology component): 74.13%
Aisle-assignment balance: 98.84%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 921
Passengers seated: 259/259
Average waiting ticks: 421.90
Longest waiting passenger: P224->16E(LEFT)
Longest waiting ticks: 888

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1881
Maximum occupied tiles: 12
Seat events: 131
Single-blocker events: 22
Multiple-blocker events: 5
Temporary aisle reoccupations: 32

RIGHT AISLE
-----------
Total moves: 1984
Maximum occupied tiles: 14
Seat events: 128
Single-blocker events: 5
Multiple-blocker events: 5
Temporary aisle reoccupations: 15

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 83
Reservations granted: 81
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5777
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6618
Total stationary ticks: 114313
Seat-event requests: 260
Failed seat-event starts: 1

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 391
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 391
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 3\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 08 | standardDataset=259/259 (100.00%) | isolationDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | isolationWorse=false | standardFamily=COMPLETE_CABIN | isolationFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:36
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 9
Scenario seed: 7260830704529197968

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 35.42%
Blocker-prone seat share (topology component): 75.52%
Aisle-assignment balance: 89.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 754
Passengers seated: 192/192
Average waiting ticks: 315.99
Longest waiting passenger: P145->3H(RIGHT)
Longest waiting ticks: 702

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P60:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1277
Maximum occupied tiles: 12
Seat events: 86
Single-blocker events: 13
Multiple-blocker events: 6
Temporary aisle reoccupations: 26

RIGHT AISLE
-----------
Total moves: 1496
Maximum occupied tiles: 11
Seat events: 106
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 105
Reservations granted: 102
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3411
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4220
Total stationary ticks: 63467
Seat-event requests: 203
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 413
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 413
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 205\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:36
Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 9
Scenario seed: 7260830704529197968

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET
Row-zone concentration (diagnostic control): 35.94%
Blocker-prone seat share (topology component): 90.63%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 711
Passengers seated: 192/192
Average waiting ticks: 311.86
Longest waiting passenger: P56->22E(RIGHT)
Longest waiting ticks: 648

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1236
Maximum occupied tiles: 12
Seat events: 93
Single-blocker events: 14
Multiple-blocker events: 0
Temporary aisle reoccupations: 14

RIGHT AISLE
-----------
Total moves: 1485
Maximum occupied tiles: 12
Seat events: 99
Single-blocker events: 14
Multiple-blocker events: 0
Temporary aisle reoccupations: 14

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 76
Reservations granted: 76
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3870
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4468
Total stationary ticks: 63202
Seat-event requests: 192
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 280
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 280
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 192\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 2\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 09 | standardDataset=192/192 (100.00%) | isolationDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | isolationWorse=false | standardFamily=COMPLETE_CABIN | isolationFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:36
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 10
Scenario seed: -447105676847956095

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.36%
Blocker-prone seat share (topology component): 59.65%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1251
Passengers seated: 342/342
Average waiting ticks: 564.00
Longest waiting passenger: P179->11J(RIGHT)
Longest waiting ticks: 1169

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 5
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: RIGHT:tiles10-14:occupied=4:anchor=P314:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 91
Regions dissolved: 4
Repeated reconstructions avoided: 91
Largest region lifetime: 46
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=46
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 4
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2926
Maximum occupied tiles: 12
Seat events: 165
Single-blocker events: 39
Multiple-blocker events: 30
Temporary aisle reoccupations: 103

RIGHT AISLE
-----------
Total moves: 3031
Maximum occupied tiles: 15
Seat events: 177
Single-blocker events: 40
Multiple-blocker events: 31
Temporary aisle reoccupations: 107

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 163
Reservations granted: 162
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7775
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9654
Total stationary ticks: 199662
Seat-event requests: 376
Failed seat-event starts: 34

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 889
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 34
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 889
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 10\nOccupied-space rejections: 41\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:36
Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 10
Scenario seed: -447105676847956095

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET
Row-zone concentration (diagnostic control): 27.49%
Blocker-prone seat share (topology component): 63.16%
Aisle-assignment balance: 94.74%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1264
Passengers seated: 342/342
Average waiting ticks: 564.51
Longest waiting passenger: P301->15F(RIGHT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2747
Maximum occupied tiles: 15
Seat events: 162
Single-blocker events: 32
Multiple-blocker events: 5
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 3150
Maximum occupied tiles: 16
Seat events: 180
Single-blocker events: 41
Multiple-blocker events: 5
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 138
Reservations granted: 136
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8453
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9647
Total stationary ticks: 200489
Seat-event requests: 344
Failed seat-event starts: 2

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 581
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 2
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 581
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 346\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 3\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 10 | standardDataset=342/342 (100.00%) | isolationDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | isolationWorse=false | standardFamily=COMPLETE_CABIN | isolationFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:36
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 11
Scenario seed: 3638877016897499986

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 29.57%
Blocker-prone seat share (topology component): 66.96%
Aisle-assignment balance: 99.13%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 804
Passengers seated: 230/230
Average waiting ticks: 370.66
Longest waiting passenger: P111->9B(LEFT)
Longest waiting ticks: 763

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1700
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 28
Multiple-blocker events: 8
Temporary aisle reoccupations: 44

RIGHT AISLE
-----------
Total moves: 1814
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 38
Multiple-blocker events: 7
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 78
Reservations granted: 78
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4669
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5600
Total stationary ticks: 89203
Seat-event requests: 235
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 461
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 461
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 235\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:36
Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 11
Scenario seed: 3638877016897499986

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET
Row-zone concentration (diagnostic control): 32.61%
Blocker-prone seat share (topology component): 83.48%
Aisle-assignment balance: 94.78%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 851
Passengers seated: 230/230
Average waiting ticks: 371.12
Longest waiting passenger: P221->16E(LEFT)
Longest waiting ticks: 818

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1744
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 18
Multiple-blocker events: 5
Temporary aisle reoccupations: 28

RIGHT AISLE
-----------
Total moves: 1761
Maximum occupied tiles: 14
Seat events: 109
Single-blocker events: 5
Multiple-blocker events: 5
Temporary aisle reoccupations: 15

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 81
Reservations granted: 77
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5386
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6285
Total stationary ticks: 90217
Seat-event requests: 232
Failed seat-event starts: 2

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 367
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 2
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 367
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 236\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 3\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 11 | standardDataset=230/230 (100.00%) | isolationDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | isolationWorse=false | standardFamily=COMPLETE_CABIN | isolationFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:36
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 12
Scenario seed: -8976697486543855838

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 36.46%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 705
Passengers seated: 192/192
Average waiting ticks: 319.16
Longest waiting passenger: P84->11G(RIGHT)
Longest waiting ticks: 676

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: LEFT:tiles9-11:occupied=3:anchor=P136:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 40
Regions dissolved: 2
Repeated reconstructions avoided: 40
Largest region lifetime: 31
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=11
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1421
Maximum occupied tiles: 12
Seat events: 96
Single-blocker events: 23
Multiple-blocker events: 7
Temporary aisle reoccupations: 40

RIGHT AISLE
-----------
Total moves: 1396
Maximum occupied tiles: 11
Seat events: 96
Single-blocker events: 19
Multiple-blocker events: 6
Temporary aisle reoccupations: 31

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 100
Reservations granted: 100
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3355
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4022
Total stationary ticks: 63983
Seat-event requests: 201
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 348
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 348
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 199\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:36
Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 12
Scenario seed: -8976697486543855838

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET
Row-zone concentration (diagnostic control): 36.46%
Blocker-prone seat share (topology component): 90.63%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 729
Passengers seated: 192/192
Average waiting ticks: 318.56
Longest waiting passenger: P57->22E(RIGHT)
Longest waiting ticks: 671

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1310
Maximum occupied tiles: 12
Seat events: 93
Single-blocker events: 14
Multiple-blocker events: 0
Temporary aisle reoccupations: 14

RIGHT AISLE
-----------
Total moves: 1485
Maximum occupied tiles: 11
Seat events: 99
Single-blocker events: 14
Multiple-blocker events: 0
Temporary aisle reoccupations: 14

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 79
Reservations granted: 75
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3897
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4546
Total stationary ticks: 64526
Seat-event requests: 192
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 314
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 314
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 197\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 12 | standardDataset=192/192 (100.00%) | isolationDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | isolationWorse=false | standardFamily=COMPLETE_CABIN | isolationFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:36
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 13
Scenario seed: 1058713798284952297

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.12%
Blocker-prone seat share (topology component): 61.11%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1097
Passengers seated: 306/306
Average waiting ticks: 507.68
Longest waiting passenger: P240->4A(LEFT)
Longest waiting ticks: 1037

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2758
Maximum occupied tiles: 12
Seat events: 153
Single-blocker events: 44
Multiple-blocker events: 15
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 2622
Maximum occupied tiles: 14
Seat events: 153
Single-blocker events: 37
Multiple-blocker events: 23
Temporary aisle reoccupations: 87

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 132
Reservations granted: 132
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6586
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7836
Total stationary ticks: 160799
Seat-event requests: 318
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 715
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 715
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 318\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:36
Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 13
Scenario seed: 1058713798284952297

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET
Row-zone concentration (diagnostic control): 28.76%
Blocker-prone seat share (topology component): 70.59%
Aisle-assignment balance: 90.20%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1202
Passengers seated: 306/306
Average waiting ticks: 511.94
Longest waiting passenger: P280->16F(RIGHT)
Longest waiting ticks: 1129

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 20
Multiple-blocker events: 5
Temporary aisle reoccupations: 30

RIGHT AISLE
-----------
Total moves: 2997
Maximum occupied tiles: 16
Seat events: 168
Single-blocker events: 36
Multiple-blocker events: 5
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 122
Reservations granted: 118
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7455
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8552
Total stationary ticks: 163228
Seat-event requests: 307
Failed seat-event starts: 1

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 521
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 521
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 311\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 13 | standardDataset=306/306 (100.00%) | isolationDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | isolationWorse=false | standardFamily=COMPLETE_CABIN | isolationFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:36
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 14
Scenario seed: -2382699513390452918

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 824
Passengers seated: 235/235
Average waiting ticks: 380.83
Longest waiting passenger: P179->6D(RIGHT)
Longest waiting ticks: 806

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 7
Selected release potential total: 6
Last cluster decision: LEFT:tiles9-14:occupied=6:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 31
Regions dissolved: 1
Repeated reconstructions avoided: 31
Largest region lifetime: 32
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=32
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1734
Maximum occupied tiles: 13
Seat events: 116
Single-blocker events: 33
Multiple-blocker events: 9
Temporary aisle reoccupations: 53

RIGHT AISLE
-----------
Total moves: 1702
Maximum occupied tiles: 14
Seat events: 119
Single-blocker events: 32
Multiple-blocker events: 13
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 130
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4717
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5966
Total stationary ticks: 93608
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 576
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 576
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:36
Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 14
Scenario seed: -2382699513390452918

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 76.60%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 852
Passengers seated: 235/235
Average waiting ticks: 380.99
Longest waiting passenger: P203->27E(RIGHT)
Longest waiting ticks: 788

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 5
Executable cluster candidates: 3
Rejected cluster candidates: 2
Cluster selections: 3
Cluster-selected events started: 3
Largest detected cluster: 4
Selected release potential total: 7
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P108:selected=P120:directReleases=1:releasePotential=1

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 20
Regions dissolved: 2
Repeated reconstructions avoided: 20
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1632
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 0
Temporary aisle reoccupations: 30

RIGHT AISLE
-----------
Total moves: 1740
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 35
Multiple-blocker events: 0
Temporary aisle reoccupations: 35

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 125
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4888
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5842
Total stationary ticks: 93678
Seat-event requests: 245
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 513
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 513
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 246\nPrecedence substitutions made: 1\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 4\nOccupied-space rejections: 27\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 14 | standardDataset=235/235 (100.00%) | isolationDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=3 | clusterStarts=3 | convertedToSuccess=false | isolationWorse=false | standardFamily=COMPLETE_CABIN | isolationFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:36
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 15
Scenario seed: 7910158282638001386

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.66%
Blocker-prone seat share (topology component): 66.41%
Aisle-assignment balance: 94.98%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 956
Passengers seated: 259/259
Average waiting ticks: 429.30
Longest waiting passenger: P57->12B(LEFT)
Longest waiting ticks: 922

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2045
Maximum occupied tiles: 13
Seat events: 136
Single-blocker events: 37
Multiple-blocker events: 14
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 1932
Maximum occupied tiles: 12
Seat events: 123
Single-blocker events: 32
Multiple-blocker events: 10
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 88
Reservations granted: 86
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5119
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6204
Total stationary ticks: 115474
Seat-event requests: 266
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 268\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:36
Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 15
Scenario seed: 7910158282638001386

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET
Row-zone concentration (diagnostic control): 31.66%
Blocker-prone seat share (topology component): 74.13%
Aisle-assignment balance: 98.84%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 936
Passengers seated: 259/259
Average waiting ticks: 427.51
Longest waiting passenger: P234->18E(LEFT)
Longest waiting ticks: 896

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1881
Maximum occupied tiles: 13
Seat events: 131
Single-blocker events: 23
Multiple-blocker events: 5
Temporary aisle reoccupations: 33

RIGHT AISLE
-----------
Total moves: 1984
Maximum occupied tiles: 14
Seat events: 128
Single-blocker events: 5
Multiple-blocker events: 5
Temporary aisle reoccupations: 15

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 86
Reservations granted: 82
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5549
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6481
Total stationary ticks: 115579
Seat-event requests: 261
Failed seat-event starts: 2

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 424
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 2
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 424
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 266\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 15 | standardDataset=259/259 (100.00%) | isolationDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | isolationWorse=false | standardFamily=COMPLETE_CABIN | isolationFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:36
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 16
Scenario seed: 7835976452476775241

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.04%
Blocker-prone seat share (topology component): 66.52%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 837
Passengers seated: 230/230
Average waiting ticks: 384.82
Longest waiting passenger: P49->16A(LEFT)
Longest waiting ticks: 780

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles16-18:occupied=3:anchor=P49:selected=P151:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1782
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 28
Multiple-blocker events: 8
Temporary aisle reoccupations: 44

RIGHT AISLE
-----------
Total moves: 1724
Maximum occupied tiles: 10
Seat events: 115
Single-blocker events: 33
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 79
Reservations granted: 79
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4064
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4973
Total stationary ticks: 91828
Seat-event requests: 239
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 468
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 468
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:36
Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 16
Scenario seed: 7835976452476775241

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET
Row-zone concentration (diagnostic control): 32.61%
Blocker-prone seat share (topology component): 83.48%
Aisle-assignment balance: 94.78%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 863
Passengers seated: 230/230
Average waiting ticks: 382.35
Longest waiting passenger: P49->11E(LEFT)
Longest waiting ticks: 841

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles11-13:occupied=3:anchor=P49:selected=P115:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 121
Single-blocker events: 17
Multiple-blocker events: 5
Temporary aisle reoccupations: 27

RIGHT AISLE
-----------
Total moves: 1761
Maximum occupied tiles: 14
Seat events: 109
Single-blocker events: 5
Multiple-blocker events: 5
Temporary aisle reoccupations: 15

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 82
Reservations granted: 80
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4946
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5687
Total stationary ticks: 92206
Seat-event requests: 235
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 355
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 355
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 236\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 16 | standardDataset=230/230 (100.00%) | isolationDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | isolationWorse=false | standardFamily=COMPLETE_CABIN | isolationFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:36
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 17
Scenario seed: -5603982636816805098

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 74.12%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2329
Passengers seated: 226/228
Average waiting ticks: 384.43
Longest waiting passenger: P22->29F(LEFT)
Longest waiting ticks: 2256

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 24
Regions dissolved: 2
Repeated reconstructions avoided: 24
Largest region lifetime: 17
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=17
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1590
Maximum occupied tiles: 12
Seat events: 116
Single-blocker events: 23
Multiple-blocker events: 10
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1694
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1648
Reservations granted: 1639
Reservations denied/waited: 9
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3986
Longest unresolved passenger ID: 47
Longest unresolved row: 29
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P47(29B/LEFT) -> P22(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 47
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8174
Total stationary ticks: 92549
Seat-event requests: 1757
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 22
Critical blocker identity: P22->29F(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P22(29F/LEFT/WAITING_FOR_SEAT_EVENT)
  P47(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1519
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 30|31|32
Critical blocker unavailable yield tiles: 31|32
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 12
Rear-boundary failures: 1519
Middle-bank reservation failures: 9
Active-event deferrals: 553
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 30|31|32
Current unavailable yield tiles: 31|32
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:36
Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 17
Scenario seed: -5603982636816805098

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 78.95%
Aisle-assignment balance: 94.74%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 857
Passengers seated: 228/228
Average waiting ticks: 375.38
Longest waiting passenger: P115->18E(RIGHT)
Longest waiting ticks: 813

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1522
Maximum occupied tiles: 12
Seat events: 108
Single-blocker events: 23
Multiple-blocker events: 0
Temporary aisle reoccupations: 23

RIGHT AISLE
-----------
Total moves: 1740
Maximum occupied tiles: 12
Seat events: 120
Single-blocker events: 35
Multiple-blocker events: 0
Temporary aisle reoccupations: 35

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 115
Reservations granted: 109
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4668
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5581
Total stationary ticks: 89646
Seat-event requests: 229
Failed seat-event starts: 1

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 425
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 425
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 235\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 1\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 17 | standardDataset=226/228 (99.12%) | isolationDataset=228/228 (100.00%) | seatedDelta=+2 | completionDelta=+0.88% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | isolationWorse=false | standardFamily=REAR_BOUNDARY_LOCK | isolationFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:36
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 18
Scenario seed: -29016899169270240

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1018
Passengers seated: 282/282
Average waiting ticks: 460.86
Longest waiting passenger: P39->31A(LEFT)
Longest waiting ticks: 950

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2171
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 41
Multiple-blocker events: 12
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 2188
Maximum occupied tiles: 11
Seat events: 138
Single-blocker events: 39
Multiple-blocker events: 20
Temporary aisle reoccupations: 79

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 101
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5629
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7092
Total stationary ticks: 134758
Seat-event requests: 293
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 749
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 749
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:36
Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 18
Scenario seed: -29016899169270240

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 68.09%
Aisle-assignment balance: 90.78%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1075
Passengers seated: 282/282
Average waiting ticks: 464.94
Longest waiting passenger: P146->15E(LEFT)
Longest waiting ticks: 1033

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2343
Maximum occupied tiles: 13
Seat events: 154
Single-blocker events: 33
Multiple-blocker events: 5
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1984
Maximum occupied tiles: 14
Seat events: 128
Single-blocker events: 5
Multiple-blocker events: 5
Temporary aisle reoccupations: 15

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 95
Reservations granted: 92
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6324
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7310
Total stationary ticks: 136634
Seat-event requests: 284
Failed seat-event starts: 2

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 476
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 2
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 476
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 287\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 2\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 18 | standardDataset=282/282 (100.00%) | isolationDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | isolationWorse=false | standardFamily=COMPLETE_CABIN | isolationFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:36
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 19
Scenario seed: -1022932693840430131

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.20%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1270
Passengers seated: 353/353
Average waiting ticks: 595.20
Longest waiting passenger: P228->31D(RIGHT)
Longest waiting ticks: 1217

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 5
Clusters detected: 5
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:region=R5:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 5
Region updates: 107
Regions dissolved: 5
Repeated reconstructions avoided: 107
Largest region lifetime: 32
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R5:lifetime=8
Confirmation deferral ticks: 7
Regions reaching confirmation: 2
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3031
Maximum occupied tiles: 15
Seat events: 176
Single-blocker events: 50
Multiple-blocker events: 27
Temporary aisle reoccupations: 110

RIGHT AISLE
-----------
Total moves: 3177
Maximum occupied tiles: 13
Seat events: 177
Single-blocker events: 51
Multiple-blocker events: 34
Temporary aisle reoccupations: 129

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 160
Reservations granted: 158
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7492
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9457
Total stationary ticks: 216460
Seat-event requests: 384
Failed seat-event starts: 31

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 994
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 31
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 994
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 11\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:36
Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 19
Scenario seed: -1022932693840430131

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET
Row-zone concentration (diagnostic control): 28.33%
Blocker-prone seat share (topology component): 61.19%
Aisle-assignment balance: 98.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1273
Passengers seated: 353/353
Average waiting ticks: 586.90
Longest waiting passenger: P285->1F(RIGHT)
Longest waiting ticks: 1217

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2964
Maximum occupied tiles: 13
Seat events: 173
Single-blocker events: 38
Multiple-blocker events: 5
Temporary aisle reoccupations: 48

RIGHT AISLE
-----------
Total moves: 3150
Maximum occupied tiles: 16
Seat events: 180
Single-blocker events: 41
Multiple-blocker events: 5
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 160
Reservations granted: 142
Reservations denied/waited: 18
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8402
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9859
Total stationary ticks: 214580
Seat-event requests: 356
Failed seat-event starts: 3

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 709
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 3
Rear-boundary failures: 0
Middle-bank reservation failures: 18
Active-event deferrals: 709
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 19 | standardDataset=353/353 (100.00%) | isolationDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | isolationWorse=false | standardFamily=COMPLETE_CABIN | isolationFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:36
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 20
Scenario seed: 7778104721219760133

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 65.69%
Aisle-assignment balance: 98.54%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 274/274
Average waiting ticks: 448.40
Longest waiting passenger: P182->28I(RIGHT)
Longest waiting ticks: 944

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 13
Seat events: 135
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 2076
Maximum occupied tiles: 12
Seat events: 139
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 92
Reservations granted: 92
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5548
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6972
Total stationary ticks: 127697
Seat-event requests: 284
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 677
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 677
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 284\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:36
Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 20
Scenario seed: 7778104721219760133

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET
Row-zone concentration (diagnostic control): 32.48%
Blocker-prone seat share (topology component): 70.07%
Aisle-assignment balance: 93.43%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1016
Passengers seated: 274/274
Average waiting ticks: 448.70
Longest waiting passenger: P273->1E(LEFT)
Longest waiting ticks: 971

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2212
Maximum occupied tiles: 14
Seat events: 146
Single-blocker events: 30
Multiple-blocker events: 5
Temporary aisle reoccupations: 40

RIGHT AISLE
-----------
Total moves: 1984
Maximum occupied tiles: 14
Seat events: 128
Single-blocker events: 5
Multiple-blocker events: 5
Temporary aisle reoccupations: 15

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 90
Reservations granted: 90
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6293
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7194
Total stationary ticks: 128453
Seat-event requests: 276
Failed seat-event starts: 2

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 416
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 2
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 416
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 276\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 20 | standardDataset=274/274 (100.00%) | isolationDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | isolationWorse=false | standardFamily=COMPLETE_CABIN | isolationFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:36
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 21
Scenario seed: -6050252773158139437

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.90%
Blocker-prone seat share (topology component): 75.52%
Aisle-assignment balance: 98.96%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 686
Passengers seated: 192/192
Average waiting ticks: 311.75
Longest waiting passenger: P131->5H(RIGHT)
Longest waiting ticks: 644

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1430
Maximum occupied tiles: 11
Seat events: 95
Single-blocker events: 26
Multiple-blocker events: 4
Temporary aisle reoccupations: 34

RIGHT AISLE
-----------
Total moves: 1368
Maximum occupied tiles: 11
Seat events: 97
Single-blocker events: 22
Multiple-blocker events: 5
Temporary aisle reoccupations: 32

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3532
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4379
Total stationary ticks: 62831
Seat-event requests: 195
Failed seat-event starts: 3

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 442
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 3
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 442
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 195\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:36
Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 21
Scenario seed: -6050252773158139437

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET
Row-zone concentration (diagnostic control): 35.94%
Blocker-prone seat share (topology component): 90.63%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 714
Passengers seated: 192/192
Average waiting ticks: 310.30
Longest waiting passenger: P115->24E(RIGHT)
Longest waiting ticks: 648

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1270
Maximum occupied tiles: 11
Seat events: 93
Single-blocker events: 14
Multiple-blocker events: 0
Temporary aisle reoccupations: 14

RIGHT AISLE
-----------
Total moves: 1485
Maximum occupied tiles: 13
Seat events: 99
Single-blocker events: 14
Multiple-blocker events: 0
Temporary aisle reoccupations: 14

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 79
Reservations granted: 75
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4142
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4731
Total stationary ticks: 63171
Seat-event requests: 192
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 278
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 278
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 196\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 21 | standardDataset=192/192 (100.00%) | isolationDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | isolationWorse=false | standardFamily=COMPLETE_CABIN | isolationFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:37
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 22
Scenario seed: -7549248447377455043

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.43%
Blocker-prone seat share (topology component): 60.46%
Aisle-assignment balance: 98.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1115
Passengers seated: 306/306
Average waiting ticks: 511.00
Longest waiting passenger: P126->23H(RIGHT)
Longest waiting ticks: 1059

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles22-26:occupied=4:anchor=P169:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 16
Regions dissolved: 1
Repeated reconstructions avoided: 16
Largest region lifetime: 17
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=17
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2720
Maximum occupied tiles: 13
Seat events: 150
Single-blocker events: 49
Multiple-blocker events: 12
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 2575
Maximum occupied tiles: 12
Seat events: 156
Single-blocker events: 35
Multiple-blocker events: 19
Temporary aisle reoccupations: 77

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 128
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6519
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8050
Total stationary ticks: 161843
Seat-event requests: 321
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 882
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 882
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 320\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:37
Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 22
Scenario seed: -7549248447377455043

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET
Row-zone concentration (diagnostic control): 28.10%
Blocker-prone seat share (topology component): 70.59%
Aisle-assignment balance: 90.20%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1185
Passengers seated: 306/306
Average waiting ticks: 510.15
Longest waiting passenger: P293->7F(RIGHT)
Longest waiting ticks: 1135

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 20
Multiple-blocker events: 5
Temporary aisle reoccupations: 30

RIGHT AISLE
-----------
Total moves: 2935
Maximum occupied tiles: 16
Seat events: 168
Single-blocker events: 33
Multiple-blocker events: 5
Temporary aisle reoccupations: 43

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 115
Reservations granted: 115
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7377
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8218
Total stationary ticks: 162445
Seat-event requests: 307
Failed seat-event starts: 1

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 449
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 449
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 307\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 3\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 22 | standardDataset=306/306 (100.00%) | isolationDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | isolationWorse=false | standardFamily=COMPLETE_CABIN | isolationFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:37
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 23
Scenario seed: 4519082988640820556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 75.44%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 825
Passengers seated: 228/228
Average waiting ticks: 367.85
Longest waiting passenger: P154->11C(RIGHT)
Longest waiting ticks: 787

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1559
Maximum occupied tiles: 14
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 14
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 1754
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 29
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 123
Reservations granted: 123
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4498
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5596
Total stationary ticks: 87691
Seat-event requests: 238
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 544
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 544
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:37
Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 23
Scenario seed: 4519082988640820556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 78.95%
Aisle-assignment balance: 94.74%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 228/228
Average waiting ticks: 369.57
Longest waiting passenger: P215->11E(RIGHT)
Longest waiting ticks: 794

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1523
Maximum occupied tiles: 13
Seat events: 108
Single-blocker events: 23
Multiple-blocker events: 0
Temporary aisle reoccupations: 23

RIGHT AISLE
-----------
Total moves: 1740
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 35
Multiple-blocker events: 0
Temporary aisle reoccupations: 35

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 108
Reservations granted: 108
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4762
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5474
Total stationary ticks: 88383
Seat-event requests: 228
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 297
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 297
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 228\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 23 | standardDataset=228/228 (100.00%) | isolationDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | isolationWorse=false | standardFamily=COMPLETE_CABIN | isolationFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:37
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 24
Scenario seed: 4297087376607226005

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 66.79%
Aisle-assignment balance: 99.27%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 970
Passengers seated: 274/274
Average waiting ticks: 452.86
Longest waiting passenger: P54->10G(RIGHT)
Longest waiting ticks: 925

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:tiles23-26:occupied=4:anchor=P246:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 22
Regions dissolved: 1
Repeated reconstructions avoided: 22
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=23
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2167
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 39
Multiple-blocker events: 14
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2041
Maximum occupied tiles: 12
Seat events: 136
Single-blocker events: 37
Multiple-blocker events: 11
Temporary aisle reoccupations: 59

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 93
Reservations granted: 93
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5016
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6316
Total stationary ticks: 128215
Seat-event requests: 287
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 710
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 710
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 286\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:37
Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 24
Scenario seed: 4297087376607226005

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET
Row-zone concentration (diagnostic control): 31.02%
Blocker-prone seat share (topology component): 70.07%
Aisle-assignment balance: 93.43%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1031
Passengers seated: 274/274
Average waiting ticks: 454.41
Longest waiting passenger: P66->10E(LEFT)
Longest waiting ticks: 989

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2188
Maximum occupied tiles: 12
Seat events: 146
Single-blocker events: 30
Multiple-blocker events: 5
Temporary aisle reoccupations: 40

RIGHT AISLE
-----------
Total moves: 1984
Maximum occupied tiles: 14
Seat events: 128
Single-blocker events: 5
Multiple-blocker events: 5
Temporary aisle reoccupations: 15

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 91
Reservations granted: 89
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5934
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 129658
Seat-event requests: 275
Failed seat-event starts: 1

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 482
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 482
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 277\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 24 | standardDataset=274/274 (100.00%) | isolationDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | isolationWorse=false | standardFamily=COMPLETE_CABIN | isolationFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:37
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 25
Scenario seed: -1618752062860107760

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.39%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 90.20%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 797
Passengers seated: 204/204
Average waiting ticks: 336.86
Longest waiting passenger: P145->11G(RIGHT)
Longest waiting ticks: 754

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 7
Regions dissolved: 1
Repeated reconstructions avoided: 7
Largest region lifetime: 8
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=8
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1366
Maximum occupied tiles: 11
Seat events: 92
Single-blocker events: 18
Multiple-blocker events: 3
Temporary aisle reoccupations: 24

RIGHT AISLE
-----------
Total moves: 1550
Maximum occupied tiles: 14
Seat events: 112
Single-blocker events: 34
Multiple-blocker events: 14
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 110
Reservations granted: 108
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3670
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4541
Total stationary ticks: 71737
Seat-event requests: 212
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 442
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 442
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 214\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:37
Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 25
Scenario seed: -1618752062860107760

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET
Row-zone concentration (diagnostic control): 34.31%
Blocker-prone seat share (topology component): 88.24%
Aisle-assignment balance: 99.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 740
Passengers seated: 204/204
Average waiting ticks: 329.58
Longest waiting passenger: P108->13D(LEFT)
Longest waiting ticks: 676

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1415
Maximum occupied tiles: 12
Seat events: 101
Single-blocker events: 16
Multiple-blocker events: 0
Temporary aisle reoccupations: 16

RIGHT AISLE
-----------
Total moves: 1565
Maximum occupied tiles: 13
Seat events: 103
Single-blocker events: 18
Multiple-blocker events: 0
Temporary aisle reoccupations: 18

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 85
Reservations granted: 84
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4388
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5113
Total stationary ticks: 71048
Seat-event requests: 204
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 360
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 360
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 205\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 25 | standardDataset=204/204 (100.00%) | isolationDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | isolationWorse=false | standardFamily=COMPLETE_CABIN | isolationFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:37
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 26
Scenario seed: 7637717698422060553

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 59.36%
Aisle-assignment balance: 94.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1276
Passengers seated: 342/342
Average waiting ticks: 566.26
Longest waiting passenger: P248->26A(LEFT)
Longest waiting ticks: 1229

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 4
Largest detected cluster: 4
Selected release potential total: 5
Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 48
Regions dissolved: 3
Repeated reconstructions avoided: 48
Largest region lifetime: 31
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=31
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3173
Maximum occupied tiles: 15
Seat events: 181
Single-blocker events: 46
Multiple-blocker events: 25
Temporary aisle reoccupations: 103

RIGHT AISLE
-----------
Total moves: 2795
Maximum occupied tiles: 13
Seat events: 161
Single-blocker events: 49
Multiple-blocker events: 23
Temporary aisle reoccupations: 98

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 161
Reservations granted: 161
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7578
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9483
Total stationary ticks: 200246
Seat-event requests: 371
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 924
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 924
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 369\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:37
Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 26
Scenario seed: 7637717698422060553

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 63.16%
Aisle-assignment balance: 94.74%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1258
Passengers seated: 342/342
Average waiting ticks: 564.11
Longest waiting passenger: P316->15F(RIGHT)
Longest waiting ticks: 1195

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2766
Maximum occupied tiles: 15
Seat events: 162
Single-blocker events: 32
Multiple-blocker events: 5
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 3150
Maximum occupied tiles: 16
Seat events: 180
Single-blocker events: 41
Multiple-blocker events: 5
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 139
Reservations granted: 137
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8434
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9763
Total stationary ticks: 200413
Seat-event requests: 346
Failed seat-event starts: 4

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 624
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 4
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 624
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 348\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 26 | standardDataset=342/342 (100.00%) | isolationDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | isolationWorse=false | standardFamily=COMPLETE_CABIN | isolationFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:37
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 27
Scenario seed: 7038436515696686281

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.46%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 784
Passengers seated: 216/216
Average waiting ticks: 348.83
Longest waiting passenger: P24->8D(LEFT)
Longest waiting ticks: 747

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles11-13:occupied=3:anchor=P209:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 14
Seat events: 111
Single-blocker events: 29
Multiple-blocker events: 17
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 1464
Maximum occupied tiles: 11
Seat events: 105
Single-blocker events: 24
Multiple-blocker events: 8
Temporary aisle reoccupations: 42

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 123
Reservations granted: 120
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4157
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5218
Total stationary ticks: 78912
Seat-event requests: 228
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 475
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 475
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 230\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:37
Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 27
Scenario seed: 7038436515696686281

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 83.33%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 794
Passengers seated: 216/216
Average waiting ticks: 348.22
Longest waiting passenger: P211->29E(RIGHT)
Longest waiting ticks: 728

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1455
Maximum occupied tiles: 12
Seat events: 105
Single-blocker events: 20
Multiple-blocker events: 0
Temporary aisle reoccupations: 20

RIGHT AISLE
-----------
Total moves: 1666
Maximum occupied tiles: 13
Seat events: 111
Single-blocker events: 26
Multiple-blocker events: 0
Temporary aisle reoccupations: 26

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4501
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5151
Total stationary ticks: 79088
Seat-event requests: 216
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 295
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 295
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 216\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 27 | standardDataset=216/216 (100.00%) | isolationDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | isolationWorse=false | standardFamily=COMPLETE_CABIN | isolationFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:37
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 28
Scenario seed: 3504961108606988885

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 66.06%
Aisle-assignment balance: 96.35%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 274/274
Average waiting ticks: 452.16
Longest waiting passenger: P162->5H(RIGHT)
Longest waiting ticks: 957

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles22-24:occupied=3:anchor=P175:selected=P83:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 15
Regions dissolved: 1
Repeated reconstructions avoided: 15
Largest region lifetime: 16
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=16
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2061
Maximum occupied tiles: 13
Seat events: 132
Single-blocker events: 31
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 2167
Maximum occupied tiles: 14
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 13
Temporary aisle reoccupations: 65

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 94
Reservations granted: 93
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5286
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6678
Total stationary ticks: 128384
Seat-event requests: 287
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 693
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 693
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 287\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:37
Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 28
Scenario seed: 3504961108606988885

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 70.07%
Aisle-assignment balance: 93.43%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1048
Passengers seated: 274/274
Average waiting ticks: 455.94
Longest waiting passenger: P256->20E(LEFT)
Longest waiting ticks: 1001

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2229
Maximum occupied tiles: 13
Seat events: 146
Single-blocker events: 30
Multiple-blocker events: 5
Temporary aisle reoccupations: 40

RIGHT AISLE
-----------
Total moves: 1984
Maximum occupied tiles: 14
Seat events: 128
Single-blocker events: 5
Multiple-blocker events: 5
Temporary aisle reoccupations: 15

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 89
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5938
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6968
Total stationary ticks: 130079
Seat-event requests: 274
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 526
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 526
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 283\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 5\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 28 | standardDataset=274/274 (100.00%) | isolationDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | isolationWorse=false | standardFamily=COMPLETE_CABIN | isolationFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:37
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 29
Scenario seed: 8058727884467314553

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 67.52%
Aisle-assignment balance: 95.62%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2418
Passengers seated: 258/274
Average waiting ticks: 468.27
Longest waiting passenger: P89->18D(RIGHT)
Longest waiting ticks: 2380

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 24
Cluster candidates evaluated: 47
Executable cluster candidates: 10
Rejected cluster candidates: 37
Cluster selections: 6
Cluster-selected events started: 6
Largest detected cluster: 16
Selected release potential total: 26
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1839
Regions dissolved: 2
Repeated reconstructions avoided: 1839
Largest region lifetime: 1771
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1771:occupied=16
Confirmation deferral ticks: 5
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1566
State changes reopening evaluation: 21
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2020
Maximum occupied tiles: 14
Seat events: 131
Single-blocker events: 43
Multiple-blocker events: 8
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 2227
Maximum occupied tiles: 22
Seat events: 127
Single-blocker events: 40
Multiple-blocker events: 10
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1630
Reservations granted: 1627
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 12
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 19602
Longest unresolved passenger ID: 90
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 9
Longest dependency chain: P137(25E/RIGHT) -> P94(27G/RIGHT) -> P190(24F/RIGHT) -> P24(25I/RIGHT) -> P88(28D/RIGHT) -> P102(27F/RIGHT) -> P87(31H/RIGHT) -> P184(31D/RIGHT) -> P20(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 137
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 12
Total blocked ticks: 32482
Total stationary ticks: 151925
Seat-event requests: 1882
Failed seat-event starts: 1624

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 20
Critical blocker identity: P20->28I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 8
Critical tree size including blocker: 9
Critical tree depth: 9
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 16
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 7
Critical blocker tree:
P20(28I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P184(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P87(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P102(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P88(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P24(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P190(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P94(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P137(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1605
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 29|30
Critical blocker yield-tile occupants: 13|153
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 3
Yield-tile occupied failures: 1605
Rear-boundary failures: 19
Middle-bank reservation failures: 3
Active-event deferrals: 1075
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 2
Yield-occupant trace: yieldOccupant[13]: P13(31G/RIGHT/MOVING_IN_AISLE@tile29) -> P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[153]: P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P153->30E(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P13{seat=31G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=29,directBlocker=153,lastMoveTick=698,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P153{seat=30E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=648,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 29|30
Current yield-tile occupants: 13|153
Final row-event chain: 20|13|153
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1880\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 7\nOccupied-space rejections: 3201\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:37
Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 29
Scenario seed: 8058727884467314553

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET
Row-zone concentration (diagnostic control): 31.75%
Blocker-prone seat share (topology component): 70.07%
Aisle-assignment balance: 93.43%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1019
Passengers seated: 274/274
Average waiting ticks: 449.35
Longest waiting passenger: P64->12E(LEFT)
Longest waiting ticks: 975

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2188
Maximum occupied tiles: 13
Seat events: 146
Single-blocker events: 32
Multiple-blocker events: 5
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1984
Maximum occupied tiles: 14
Seat events: 128
Single-blocker events: 5
Multiple-blocker events: 5
Temporary aisle reoccupations: 15

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 94
Reservations granted: 91
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6168
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7003
Total stationary ticks: 128481
Seat-event requests: 275
Failed seat-event starts: 1

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 376
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 376
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 278\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 2\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 29 | standardDataset=258/274 (94.16%) | isolationDataset=274/274 (100.00%) | seatedDelta=+16 | completionDelta=+5.84% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | isolationWorse=false | standardFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL | isolationFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:37
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 30
Scenario seed: 4796178364709272712

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 60.07%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1073
Passengers seated: 288/288
Average waiting ticks: 486.26
Longest waiting passenger: P242->22A(LEFT)
Longest waiting ticks: 1020

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles24-27:occupied=3:anchor=P272:selected=P258:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 13
Regions dissolved: 1
Repeated reconstructions avoided: 13
Largest region lifetime: 14
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=14
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2587
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 40
Multiple-blocker events: 17
Temporary aisle reoccupations: 77

RIGHT AISLE
-----------
Total moves: 2427
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 36
Multiple-blocker events: 18
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 124
Reservations granted: 120
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6089
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7510
Total stationary ticks: 145204
Seat-event requests: 303
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 751
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 751
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 306\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
============================================================
Date/Time: 2026-07-16 10:39:37
Experiment mode: INDEPENDENT_REGION_ISOLATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 30
Scenario seed: 4796178364709272712

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_REGION_ISOLATION_DATASET
Row-zone concentration (diagnostic control): 28.47%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 95.83%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1080
Passengers seated: 288/288
Average waiting ticks: 479.63
Longest waiting passenger: P120->27F(RIGHT)
Longest waiting ticks: 1011

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 20
Multiple-blocker events: 5
Temporary aisle reoccupations: 30

RIGHT AISLE
-----------
Total moves: 2764
Maximum occupied tiles: 16
Seat events: 150
Single-blocker events: 26
Multiple-blocker events: 5
Temporary aisle reoccupations: 36

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 114
Reservations granted: 108
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7179
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8002
Total stationary ticks: 144395
Seat-event requests: 290
Failed seat-event starts: 2

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 392
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 2
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 392
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_REGION_ISOLATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 3\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 30 | standardDataset=288/288 (100.00%) | isolationDataset=288/288 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | isolationWorse=false | standardFamily=COMPLETE_CABIN | isolationFamily=COMPLETE_CABIN

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 08
INDEPENDENT REGION ISOLATION
************************************************************
Experiment seed: 1783790101901
Scenarios executed: 60
Successful completions: 57
Incomplete/MAX_TICKS: 3
Average completed ticks: 1015.13
Average waiting ticks: 421.49
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:28
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 1
Scenario seed: 7216130499227313205

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 66.79%
Aisle-assignment balance: 98.54%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 990
Passengers seated: 274/274
Average waiting ticks: 450.42
Longest waiting passenger: P233->32A(LEFT)
Longest waiting ticks: 921

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2125
Maximum occupied tiles: 12
Seat events: 139
Single-blocker events: 45
Multiple-blocker events: 13
Temporary aisle reoccupations: 71

RIGHT AISLE
-----------
Total moves: 2075
Maximum occupied tiles: 11
Seat events: 135
Single-blocker events: 41
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5198
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6411
Total stationary ticks: 127724
Seat-event requests: 284
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 632
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 632
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:28
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 1
Scenario seed: 7216130499227313205

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 70.07%
Aisle-assignment balance: 93.43%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1039
Passengers seated: 274/274
Average waiting ticks: 452.64
Longest waiting passenger: P256->2C(LEFT)
Longest waiting ticks: 986

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2208
Maximum occupied tiles: 12
Seat events: 146
Single-blocker events: 30
Multiple-blocker events: 5
Temporary aisle reoccupations: 40

RIGHT AISLE
-----------
Total moves: 1984
Maximum occupied tiles: 14
Seat events: 128
Single-blocker events: 5
Multiple-blocker events: 5
Temporary aisle reoccupations: 15

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 90
Reservations granted: 90
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6550
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7508
Total stationary ticks: 129797
Seat-event requests: 277
Failed seat-event starts: 3

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 459
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 3
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 459
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 277\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 01 | standardDataset=274/274 (100.00%) | catalogueDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:28
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 2
Scenario seed: -5145057424286824451

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.48%
Blocker-prone seat share (topology component): 73.61%
Aisle-assignment balance: 94.44%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 799
Passengers seated: 216/216
Average waiting ticks: 351.06
Longest waiting passenger: P90->5C(LEFT)
Longest waiting ticks: 749

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 31
Regions dissolved: 2
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 12
Seat events: 114
Single-blocker events: 32
Multiple-blocker events: 9
Temporary aisle reoccupations: 52

RIGHT AISLE
-----------
Total moves: 1517
Maximum occupied tiles: 11
Seat events: 102
Single-blocker events: 19
Multiple-blocker events: 9
Temporary aisle reoccupations: 38

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 121
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3653
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4671
Total stationary ticks: 78797
Seat-event requests: 225
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 229\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:28
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 2
Scenario seed: -5145057424286824451

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 83.33%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 792
Passengers seated: 216/216
Average waiting ticks: 350.11
Longest waiting passenger: P206->28E(RIGHT)
Longest waiting ticks: 742

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1455
Maximum occupied tiles: 10
Seat events: 105
Single-blocker events: 16
Multiple-blocker events: 0
Temporary aisle reoccupations: 16

RIGHT AISLE
-----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 22
Multiple-blocker events: 0
Temporary aisle reoccupations: 22

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 96
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4712
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5537
Total stationary ticks: 79772
Seat-event requests: 216
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 383
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 383
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 221\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 02 | standardDataset=216/216 (100.00%) | catalogueDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:28
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 3
Scenario seed: 3757159740356003327

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.65%
Blocker-prone seat share (topology component): 60.53%
Aisle-assignment balance: 98.83%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1266
Passengers seated: 342/342
Average waiting ticks: 588.90
Longest waiting passenger: P156->23B(LEFT)
Longest waiting ticks: 1212

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3072
Maximum occupied tiles: 14
Seat events: 173
Single-blocker events: 56
Multiple-blocker events: 25
Temporary aisle reoccupations: 111

RIGHT AISLE
-----------
Total moves: 2968
Maximum occupied tiles: 12
Seat events: 169
Single-blocker events: 49
Multiple-blocker events: 22
Temporary aisle reoccupations: 96

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 147
Reservations granted: 143
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6815
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8177
Total stationary ticks: 206919
Seat-event requests: 351
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 758
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 758
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 355\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:28
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 3
Scenario seed: 3757159740356003327

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 27.49%
Blocker-prone seat share (topology component): 63.16%
Aisle-assignment balance: 94.74%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1287
Passengers seated: 342/342
Average waiting ticks: 580.14
Longest waiting passenger: P301->5H(RIGHT)
Longest waiting ticks: 1251

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P279:selected=P278:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2708
Maximum occupied tiles: 13
Seat events: 162
Single-blocker events: 27
Multiple-blocker events: 3
Temporary aisle reoccupations: 33

RIGHT AISLE
-----------
Total moves: 3150
Maximum occupied tiles: 16
Seat events: 180
Single-blocker events: 39
Multiple-blocker events: 3
Temporary aisle reoccupations: 45

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 136
Reservations granted: 136
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 9207
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 10385
Total stationary ticks: 206618
Seat-event requests: 346
Failed seat-event starts: 4

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 568
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 4
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 568
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 345\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 03 | standardDataset=342/342 (100.00%) | catalogueDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:28
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 4
Scenario seed: 4505242574357131631

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.49%
Aisle-assignment balance: 91.18%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2255
Passengers seated: 200/204
Average waiting ticks: 339.50
Longest waiting passenger: P88->29C(RIGHT)
Longest waiting ticks: 2194

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1498
Regions dissolved: 0
Repeated reconstructions avoided: 1498
Largest region lifetime: 1499
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1499:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1496
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1348
Maximum occupied tiles: 11
Seat events: 93
Single-blocker events: 18
Multiple-blocker events: 4
Temporary aisle reoccupations: 26

RIGHT AISLE
-----------
Total moves: 1644
Maximum occupied tiles: 13
Seat events: 107
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1613
Reservations granted: 1609
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 4973
Longest unresolved passenger ID: 201
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P147(28E/RIGHT) -> P139(29G/RIGHT) -> P201(30D/RIGHT) -> P88(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 147
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 11024
Total stationary ticks: 77119
Seat-event requests: 1709
Failed seat-event starts: 1509

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 88
Critical blocker identity: P88->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 4
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P88(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P201(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P139(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P147(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 4
Rear-boundary failures: 1505
Middle-bank reservation failures: 4
Active-event deferrals: 595
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1714\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:28
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 4
Scenario seed: 4505242574357131631

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 34.31%
Blocker-prone seat share (topology component): 88.24%
Aisle-assignment balance: 99.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 721
Passengers seated: 204/204
Average waiting ticks: 326.28
Longest waiting passenger: P153->8F(RIGHT)
Longest waiting ticks: 693

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1415
Maximum occupied tiles: 13
Seat events: 101
Single-blocker events: 13
Multiple-blocker events: 0
Temporary aisle reoccupations: 13

RIGHT AISLE
-----------
Total moves: 1565
Maximum occupied tiles: 14
Seat events: 103
Single-blocker events: 15
Multiple-blocker events: 0
Temporary aisle reoccupations: 15

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 84
Reservations granted: 84
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5146
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5865
Total stationary ticks: 71129
Seat-event requests: 204
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 379
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 379
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 204\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 04 | standardDataset=200/204 (98.04%) | catalogueDataset=204/204 (100.00%) | seatedDelta=+4 | completionDelta=+1.96% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | catalogueWorse=false | standardFamily=REAR_BOUNDARY_LOCK | catalogueFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 5
Scenario seed: -6826745434564669881

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 870
Passengers seated: 235/235
Average waiting ticks: 386.29
Longest waiting passenger: P138->20E(RIGHT)
Longest waiting ticks: 843

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1722
Maximum occupied tiles: 12
Seat events: 113
Single-blocker events: 30
Multiple-blocker events: 8
Temporary aisle reoccupations: 48

RIGHT AISLE
-----------
Total moves: 1667
Maximum occupied tiles: 10
Seat events: 122
Single-blocker events: 34
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4517
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5593
Total stationary ticks: 94540
Seat-event requests: 245
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 566
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 566
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:29
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 5
Scenario seed: -6826745434564669881

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 76.60%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 859
Passengers seated: 235/235
Average waiting ticks: 385.57
Longest waiting passenger: P213->29E(RIGHT)
Longest waiting ticks: 818

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1610
Maximum occupied tiles: 11
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 0
Temporary aisle reoccupations: 30

RIGHT AISLE
-----------
Total moves: 1740
Maximum occupied tiles: 12
Seat events: 120
Single-blocker events: 35
Multiple-blocker events: 0
Temporary aisle reoccupations: 35

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 120
Reservations granted: 115
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5077
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5862
Total stationary ticks: 94937
Seat-event requests: 235
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 399
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 399
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 240\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 2\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 05 | standardDataset=235/235 (100.00%) | catalogueDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 6
Scenario seed: 2513822240434754174

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.82%
Blocker-prone seat share (topology component): 77.94%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 731
Passengers seated: 204/204
Average waiting ticks: 331.67
Longest waiting passenger: P8->20F(RIGHT)
Longest waiting ticks: 685

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1499
Maximum occupied tiles: 14
Seat events: 102
Single-blocker events: 24
Multiple-blocker events: 8
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1479
Maximum occupied tiles: 12
Seat events: 102
Single-blocker events: 30
Multiple-blocker events: 6
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3601
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4643
Total stationary ticks: 70621
Seat-event requests: 210
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 585
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 585
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 210\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:29
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 6
Scenario seed: 2513822240434754174

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 34.31%
Blocker-prone seat share (topology component): 88.24%
Aisle-assignment balance: 99.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 726
Passengers seated: 204/204
Average waiting ticks: 329.73
Longest waiting passenger: P148->6F(RIGHT)
Longest waiting ticks: 698

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1415
Maximum occupied tiles: 11
Seat events: 101
Single-blocker events: 16
Multiple-blocker events: 0
Temporary aisle reoccupations: 16

RIGHT AISLE
-----------
Total moves: 1565
Maximum occupied tiles: 13
Seat events: 103
Single-blocker events: 18
Multiple-blocker events: 0
Temporary aisle reoccupations: 18

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 84
Reservations granted: 84
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4848
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5493
Total stationary ticks: 71503
Seat-event requests: 204
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 329
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 329
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 204\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 06 | standardDataset=204/204 (100.00%) | catalogueDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 7
Scenario seed: -4676738862831661214

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.80%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 98.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 772
Passengers seated: 216/216
Average waiting ticks: 349.32
Longest waiting passenger: P213->4C(LEFT)
Longest waiting ticks: 721

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 24
Regions dissolved: 2
Repeated reconstructions avoided: 24
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1563
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 21
Multiple-blocker events: 10
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1500
Maximum occupied tiles: 12
Seat events: 106
Single-blocker events: 24
Multiple-blocker events: 10
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 119
Reservations granted: 119
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3938
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5006
Total stationary ticks: 78770
Seat-event requests: 227
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 538
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 538
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 227\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:29
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 7
Scenario seed: -4676738862831661214

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 83.33%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 786
Passengers seated: 216/216
Average waiting ticks: 349.20
Longest waiting passenger: P215->9E(RIGHT)
Longest waiting ticks: 743

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1455
Maximum occupied tiles: 11
Seat events: 105
Single-blocker events: 16
Multiple-blocker events: 0
Temporary aisle reoccupations: 16

RIGHT AISLE
-----------
Total moves: 1669
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 22
Multiple-blocker events: 0
Temporary aisle reoccupations: 22

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4821
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5610
Total stationary ticks: 79669
Seat-event requests: 216
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 378
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 378
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 216\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 07 | standardDataset=216/216 (100.00%) | catalogueDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 8
Scenario seed: 2451708163553084058

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.05%
Blocker-prone seat share (topology component): 64.86%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 943
Passengers seated: 259/259
Average waiting ticks: 421.84
Longest waiting passenger: P256->9F(LEFT)
Longest waiting ticks: 901

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles10-13:occupied=3:anchor=P12:selected=P71:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2017
Maximum occupied tiles: 12
Seat events: 135
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1933
Maximum occupied tiles: 14
Seat events: 124
Single-blocker events: 35
Multiple-blocker events: 9
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 90
Reservations granted: 90
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5174
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6489
Total stationary ticks: 113674
Seat-event requests: 273
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 652
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 652
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 272\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:29
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 8
Scenario seed: 2451708163553084058

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 32.05%
Blocker-prone seat share (topology component): 74.13%
Aisle-assignment balance: 98.84%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 922
Passengers seated: 259/259
Average waiting ticks: 419.77
Longest waiting passenger: P235->18E(LEFT)
Longest waiting ticks: 858

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1881
Maximum occupied tiles: 14
Seat events: 131
Single-blocker events: 20
Multiple-blocker events: 3
Temporary aisle reoccupations: 26

RIGHT AISLE
-----------
Total moves: 1984
Maximum occupied tiles: 16
Seat events: 128
Single-blocker events: 3
Multiple-blocker events: 3
Temporary aisle reoccupations: 9

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 81
Reservations granted: 81
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6941
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7855
Total stationary ticks: 114960
Seat-event requests: 259
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 450
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 450
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 259\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 2\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 08 | standardDataset=259/259 (100.00%) | catalogueDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 9
Scenario seed: 7260830704529197968

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 35.42%
Blocker-prone seat share (topology component): 75.52%
Aisle-assignment balance: 89.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 754
Passengers seated: 192/192
Average waiting ticks: 315.99
Longest waiting passenger: P145->3H(RIGHT)
Longest waiting ticks: 702

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P60:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1277
Maximum occupied tiles: 12
Seat events: 86
Single-blocker events: 13
Multiple-blocker events: 6
Temporary aisle reoccupations: 26

RIGHT AISLE
-----------
Total moves: 1496
Maximum occupied tiles: 11
Seat events: 106
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 105
Reservations granted: 102
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3411
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4220
Total stationary ticks: 63467
Seat-event requests: 203
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 413
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 413
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 205\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:29
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 9
Scenario seed: 7260830704529197968

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 35.94%
Blocker-prone seat share (topology component): 90.63%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 693
Passengers seated: 192/192
Average waiting ticks: 310.67
Longest waiting passenger: P158->7G(RIGHT)
Longest waiting ticks: 664

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1236
Maximum occupied tiles: 12
Seat events: 93
Single-blocker events: 11
Multiple-blocker events: 0
Temporary aisle reoccupations: 11

RIGHT AISLE
-----------
Total moves: 1485
Maximum occupied tiles: 14
Seat events: 99
Single-blocker events: 11
Multiple-blocker events: 0
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 76
Reservations granted: 76
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4495
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5147
Total stationary ticks: 63578
Seat-event requests: 192
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 357
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 357
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 192\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 09 | standardDataset=192/192 (100.00%) | catalogueDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 10
Scenario seed: -447105676847956095

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.36%
Blocker-prone seat share (topology component): 59.65%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1251
Passengers seated: 342/342
Average waiting ticks: 564.00
Longest waiting passenger: P179->11J(RIGHT)
Longest waiting ticks: 1169

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 5
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: RIGHT:tiles10-14:occupied=4:anchor=P314:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 91
Regions dissolved: 4
Repeated reconstructions avoided: 91
Largest region lifetime: 46
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=46
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 4
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2926
Maximum occupied tiles: 12
Seat events: 165
Single-blocker events: 39
Multiple-blocker events: 30
Temporary aisle reoccupations: 103

RIGHT AISLE
-----------
Total moves: 3031
Maximum occupied tiles: 15
Seat events: 177
Single-blocker events: 40
Multiple-blocker events: 31
Temporary aisle reoccupations: 107

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 163
Reservations granted: 162
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7775
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9654
Total stationary ticks: 199662
Seat-event requests: 376
Failed seat-event starts: 34

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 889
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 34
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 889
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 10\nOccupied-space rejections: 41\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:29
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 10
Scenario seed: -447105676847956095

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 27.49%
Blocker-prone seat share (topology component): 63.16%
Aisle-assignment balance: 94.74%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2732
Passengers seated: 337/342
Average waiting ticks: 573.32
Longest waiting passenger: P296->34F(RIGHT)
Longest waiting ticks: 2683

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 5
Cluster candidates evaluated: 5
Executable cluster candidates: 0
Rejected cluster candidates: 5
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1602
Regions dissolved: 0
Repeated reconstructions avoided: 1602
Largest region lifetime: 1603
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1603:occupied=5
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1531
State changes reopening evaluation: 4
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2747
Maximum occupied tiles: 12
Seat events: 162
Single-blocker events: 32
Multiple-blocker events: 5
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 3146
Maximum occupied tiles: 15
Seat events: 175
Single-blocker events: 38
Multiple-blocker events: 5
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1673
Reservations granted: 1671
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8798
Longest unresolved passenger ID: 293
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P300(33F/RIGHT) -> P299(35H/RIGHT) -> P296(34F/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 300
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 17880
Total stationary ticks: 208604
Seat-event requests: 1877
Failed seat-event starts: 1540

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 296
Critical blocker identity: P296->34F(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P296(34F/RIGHT/WAITING_FOR_SEAT_EVENT)
  P299(35H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P300(33F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1540
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 35
Critical blocker unavailable yield tiles: 35
Critical blocker yield-tile occupants: 293
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1540
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 633
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[293]: P293(36H/RIGHT/MOVING_IN_AISLE@tile35) -> P298(36F/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P298->36F(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P293{seat=36H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=35,directBlocker=298,lastMoveTick=1123,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 35
Current unavailable yield tiles: 35
Current yield-tile occupants: 293
Final row-event chain: 296|293|298
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 1879\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 1544\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 10 | standardDataset=342/342 (100.00%) | catalogueDataset=337/342 (98.54%) | seatedDelta=-5 | completionDelta=-1.46% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=true | standardFamily=COMPLETE_CABIN | catalogueFamily=MOVING_PASSENGER_YIELD_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 11
Scenario seed: 3638877016897499986

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 29.57%
Blocker-prone seat share (topology component): 66.96%
Aisle-assignment balance: 99.13%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 804
Passengers seated: 230/230
Average waiting ticks: 370.66
Longest waiting passenger: P111->9B(LEFT)
Longest waiting ticks: 763

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1700
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 28
Multiple-blocker events: 8
Temporary aisle reoccupations: 44

RIGHT AISLE
-----------
Total moves: 1814
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 38
Multiple-blocker events: 7
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 78
Reservations granted: 78
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4669
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5600
Total stationary ticks: 89203
Seat-event requests: 235
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 461
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 461
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 235\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:29
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 11
Scenario seed: 3638877016897499986

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 32.61%
Blocker-prone seat share (topology component): 83.48%
Aisle-assignment balance: 94.78%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 859
Passengers seated: 230/230
Average waiting ticks: 371.82
Longest waiting passenger: P206->20B(LEFT)
Longest waiting ticks: 778

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1744
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 18
Multiple-blocker events: 5
Temporary aisle reoccupations: 28

RIGHT AISLE
-----------
Total moves: 1761
Maximum occupied tiles: 14
Seat events: 109
Single-blocker events: 5
Multiple-blocker events: 5
Temporary aisle reoccupations: 15

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 77
Reservations granted: 77
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5891
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6650
Total stationary ticks: 90722
Seat-event requests: 232
Failed seat-event starts: 2

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 384
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 2
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 384
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 232\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 3\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 11 | standardDataset=230/230 (100.00%) | catalogueDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 12
Scenario seed: -8976697486543855838

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 36.46%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 705
Passengers seated: 192/192
Average waiting ticks: 319.16
Longest waiting passenger: P84->11G(RIGHT)
Longest waiting ticks: 676

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: LEFT:tiles9-11:occupied=3:anchor=P136:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 40
Regions dissolved: 2
Repeated reconstructions avoided: 40
Largest region lifetime: 31
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=11
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1421
Maximum occupied tiles: 12
Seat events: 96
Single-blocker events: 23
Multiple-blocker events: 7
Temporary aisle reoccupations: 40

RIGHT AISLE
-----------
Total moves: 1396
Maximum occupied tiles: 11
Seat events: 96
Single-blocker events: 19
Multiple-blocker events: 6
Temporary aisle reoccupations: 31

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 100
Reservations granted: 100
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3355
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4022
Total stationary ticks: 63983
Seat-event requests: 201
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 348
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 348
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 199\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:29
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 12
Scenario seed: -8976697486543855838

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 36.46%
Blocker-prone seat share (topology component): 90.63%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 705
Passengers seated: 192/192
Average waiting ticks: 314.88
Longest waiting passenger: P149->9F(RIGHT)
Longest waiting ticks: 679

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1310
Maximum occupied tiles: 10
Seat events: 93
Single-blocker events: 10
Multiple-blocker events: 0
Temporary aisle reoccupations: 10

RIGHT AISLE
-----------
Total moves: 1485
Maximum occupied tiles: 12
Seat events: 99
Single-blocker events: 10
Multiple-blocker events: 0
Temporary aisle reoccupations: 10

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 78
Reservations granted: 75
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4279
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4824
Total stationary ticks: 64141
Seat-event requests: 192
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 292
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 292
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 195\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 12 | standardDataset=192/192 (100.00%) | catalogueDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 13
Scenario seed: 1058713798284952297

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.12%
Blocker-prone seat share (topology component): 61.11%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1097
Passengers seated: 306/306
Average waiting ticks: 507.68
Longest waiting passenger: P240->4A(LEFT)
Longest waiting ticks: 1037

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2758
Maximum occupied tiles: 12
Seat events: 153
Single-blocker events: 44
Multiple-blocker events: 15
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 2622
Maximum occupied tiles: 14
Seat events: 153
Single-blocker events: 37
Multiple-blocker events: 23
Temporary aisle reoccupations: 87

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 132
Reservations granted: 132
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6586
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7836
Total stationary ticks: 160799
Seat-event requests: 318
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 715
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 715
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 318\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:29
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 13
Scenario seed: 1058713798284952297

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 28.76%
Blocker-prone seat share (topology component): 70.59%
Aisle-assignment balance: 90.20%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1190
Passengers seated: 306/306
Average waiting ticks: 510.31
Longest waiting passenger: P280->16F(RIGHT)
Longest waiting ticks: 1155

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:tiles9-13:occupied=4:anchor=P281:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 20
Regions dissolved: 1
Repeated reconstructions avoided: 20
Largest region lifetime: 21
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=21
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 18
Multiple-blocker events: 3
Temporary aisle reoccupations: 24

RIGHT AISLE
-----------
Total moves: 2997
Maximum occupied tiles: 16
Seat events: 168
Single-blocker events: 34
Multiple-blocker events: 3
Temporary aisle reoccupations: 40

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 124
Reservations granted: 122
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8813
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9897
Total stationary ticks: 164067
Seat-event requests: 310
Failed seat-event starts: 4

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 548
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 4
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 548
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 311\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 13 | standardDataset=306/306 (100.00%) | catalogueDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 14
Scenario seed: -2382699513390452918

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 824
Passengers seated: 235/235
Average waiting ticks: 380.83
Longest waiting passenger: P179->6D(RIGHT)
Longest waiting ticks: 806

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 7
Selected release potential total: 6
Last cluster decision: LEFT:tiles9-14:occupied=6:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 31
Regions dissolved: 1
Repeated reconstructions avoided: 31
Largest region lifetime: 32
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=32
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1734
Maximum occupied tiles: 13
Seat events: 116
Single-blocker events: 33
Multiple-blocker events: 9
Temporary aisle reoccupations: 53

RIGHT AISLE
-----------
Total moves: 1702
Maximum occupied tiles: 14
Seat events: 119
Single-blocker events: 32
Multiple-blocker events: 13
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 130
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4717
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5966
Total stationary ticks: 93608
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 576
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 576
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:29
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 14
Scenario seed: -2382699513390452918

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 76.60%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 832
Passengers seated: 235/235
Average waiting ticks: 381.09
Longest waiting passenger: P223->5E(RIGHT)
Longest waiting ticks: 803

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1632
Maximum occupied tiles: 14
Seat events: 115
Single-blocker events: 27
Multiple-blocker events: 0
Temporary aisle reoccupations: 27

RIGHT AISLE
-----------
Total moves: 1740
Maximum occupied tiles: 14
Seat events: 120
Single-blocker events: 32
Multiple-blocker events: 0
Temporary aisle reoccupations: 32

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 116
Reservations granted: 116
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5558
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6669
Total stationary ticks: 94568
Seat-event requests: 236
Failed seat-event starts: 1

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 515
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 515
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 236\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 1\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 14 | standardDataset=235/235 (100.00%) | catalogueDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 15
Scenario seed: 7910158282638001386

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.66%
Blocker-prone seat share (topology component): 66.41%
Aisle-assignment balance: 94.98%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 956
Passengers seated: 259/259
Average waiting ticks: 429.30
Longest waiting passenger: P57->12B(LEFT)
Longest waiting ticks: 922

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2045
Maximum occupied tiles: 13
Seat events: 136
Single-blocker events: 37
Multiple-blocker events: 14
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 1932
Maximum occupied tiles: 12
Seat events: 123
Single-blocker events: 32
Multiple-blocker events: 10
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 88
Reservations granted: 86
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5119
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6204
Total stationary ticks: 115474
Seat-event requests: 266
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 268\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:29
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 15
Scenario seed: 7910158282638001386

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 31.66%
Blocker-prone seat share (topology component): 74.13%
Aisle-assignment balance: 98.84%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 937
Passengers seated: 259/259
Average waiting ticks: 426.88
Longest waiting passenger: P258->25C(LEFT)
Longest waiting ticks: 896

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1881
Maximum occupied tiles: 10
Seat events: 131
Single-blocker events: 23
Multiple-blocker events: 5
Temporary aisle reoccupations: 33

RIGHT AISLE
-----------
Total moves: 1984
Maximum occupied tiles: 13
Seat events: 128
Single-blocker events: 5
Multiple-blocker events: 5
Temporary aisle reoccupations: 15

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 82
Reservations granted: 82
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5682
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6432
Total stationary ticks: 115419
Seat-event requests: 260
Failed seat-event starts: 1

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 390
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 390
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 260\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 15 | standardDataset=259/259 (100.00%) | catalogueDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 16
Scenario seed: 7835976452476775241

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.04%
Blocker-prone seat share (topology component): 66.52%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 837
Passengers seated: 230/230
Average waiting ticks: 384.82
Longest waiting passenger: P49->16A(LEFT)
Longest waiting ticks: 780

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles16-18:occupied=3:anchor=P49:selected=P151:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1782
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 28
Multiple-blocker events: 8
Temporary aisle reoccupations: 44

RIGHT AISLE
-----------
Total moves: 1724
Maximum occupied tiles: 10
Seat events: 115
Single-blocker events: 33
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 79
Reservations granted: 79
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4064
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4973
Total stationary ticks: 91828
Seat-event requests: 239
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 468
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 468
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:29
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 16
Scenario seed: 7835976452476775241

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 32.61%
Blocker-prone seat share (topology component): 83.48%
Aisle-assignment balance: 94.78%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 874
Passengers seated: 230/230
Average waiting ticks: 380.68
Longest waiting passenger: P208->27D(LEFT)
Longest waiting ticks: 799

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 17
Multiple-blocker events: 5
Temporary aisle reoccupations: 27

RIGHT AISLE
-----------
Total moves: 1761
Maximum occupied tiles: 14
Seat events: 109
Single-blocker events: 5
Multiple-blocker events: 5
Temporary aisle reoccupations: 15

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 76
Reservations granted: 76
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5551
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6318
Total stationary ticks: 92475
Seat-event requests: 231
Failed seat-event starts: 1

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 347
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 347
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 231\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 3\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 16 | standardDataset=230/230 (100.00%) | catalogueDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 17
Scenario seed: -5603982636816805098

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 74.12%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2329
Passengers seated: 226/228
Average waiting ticks: 384.43
Longest waiting passenger: P22->29F(LEFT)
Longest waiting ticks: 2256

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 24
Regions dissolved: 2
Repeated reconstructions avoided: 24
Largest region lifetime: 17
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=17
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1590
Maximum occupied tiles: 12
Seat events: 116
Single-blocker events: 23
Multiple-blocker events: 10
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1694
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1648
Reservations granted: 1639
Reservations denied/waited: 9
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3986
Longest unresolved passenger ID: 47
Longest unresolved row: 29
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P47(29B/LEFT) -> P22(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 47
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8174
Total stationary ticks: 92549
Seat-event requests: 1757
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 22
Critical blocker identity: P22->29F(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P22(29F/LEFT/WAITING_FOR_SEAT_EVENT)
  P47(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1519
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 30|31|32
Critical blocker unavailable yield tiles: 31|32
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 12
Rear-boundary failures: 1519
Middle-bank reservation failures: 9
Active-event deferrals: 553
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 30|31|32
Current unavailable yield tiles: 31|32
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:29
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 17
Scenario seed: -5603982636816805098

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 78.95%
Aisle-assignment balance: 94.74%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 853
Passengers seated: 228/228
Average waiting ticks: 375.66
Longest waiting passenger: P216->11E(RIGHT)
Longest waiting ticks: 821

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1522
Maximum occupied tiles: 11
Seat events: 108
Single-blocker events: 19
Multiple-blocker events: 0
Temporary aisle reoccupations: 19

RIGHT AISLE
-----------
Total moves: 1740
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 31
Multiple-blocker events: 0
Temporary aisle reoccupations: 31

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 108
Reservations granted: 108
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4889
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5689
Total stationary ticks: 89828
Seat-event requests: 228
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 433
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 433
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 228\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 1\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 17 | standardDataset=226/228 (99.12%) | catalogueDataset=228/228 (100.00%) | seatedDelta=+2 | completionDelta=+0.88% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | catalogueWorse=false | standardFamily=REAR_BOUNDARY_LOCK | catalogueFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 18
Scenario seed: -29016899169270240

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1018
Passengers seated: 282/282
Average waiting ticks: 460.86
Longest waiting passenger: P39->31A(LEFT)
Longest waiting ticks: 950

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2171
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 41
Multiple-blocker events: 12
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 2188
Maximum occupied tiles: 11
Seat events: 138
Single-blocker events: 39
Multiple-blocker events: 20
Temporary aisle reoccupations: 79

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 101
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5629
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7092
Total stationary ticks: 134758
Seat-event requests: 293
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 749
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 749
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:29
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 18
Scenario seed: -29016899169270240

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 68.09%
Aisle-assignment balance: 90.78%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1086
Passengers seated: 282/282
Average waiting ticks: 462.25
Longest waiting passenger: P279->28C(LEFT)
Longest waiting ticks: 1002

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2343
Maximum occupied tiles: 15
Seat events: 154
Single-blocker events: 31
Multiple-blocker events: 3
Temporary aisle reoccupations: 37

RIGHT AISLE
-----------
Total moves: 1984
Maximum occupied tiles: 16
Seat events: 128
Single-blocker events: 3
Multiple-blocker events: 3
Temporary aisle reoccupations: 9

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 92
Reservations granted: 92
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7683
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8624
Total stationary ticks: 137277
Seat-event requests: 282
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 429
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 429
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 282\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 2\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 18 | standardDataset=282/282 (100.00%) | catalogueDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 19
Scenario seed: -1022932693840430131

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.20%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1270
Passengers seated: 353/353
Average waiting ticks: 595.20
Longest waiting passenger: P228->31D(RIGHT)
Longest waiting ticks: 1217

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 5
Clusters detected: 5
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:region=R5:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 5
Region updates: 107
Regions dissolved: 5
Repeated reconstructions avoided: 107
Largest region lifetime: 32
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R5:lifetime=8
Confirmation deferral ticks: 7
Regions reaching confirmation: 2
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3031
Maximum occupied tiles: 15
Seat events: 176
Single-blocker events: 50
Multiple-blocker events: 27
Temporary aisle reoccupations: 110

RIGHT AISLE
-----------
Total moves: 3177
Maximum occupied tiles: 13
Seat events: 177
Single-blocker events: 51
Multiple-blocker events: 34
Temporary aisle reoccupations: 129

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 160
Reservations granted: 158
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7492
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9457
Total stationary ticks: 216460
Seat-event requests: 384
Failed seat-event starts: 31

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 994
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 31
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 994
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 11\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:29
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 19
Scenario seed: -1022932693840430131

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 28.33%
Blocker-prone seat share (topology component): 61.19%
Aisle-assignment balance: 98.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1270
Passengers seated: 353/353
Average waiting ticks: 585.08
Longest waiting passenger: P292->11H(RIGHT)
Longest waiting ticks: 1236

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2964
Maximum occupied tiles: 14
Seat events: 173
Single-blocker events: 35
Multiple-blocker events: 5
Temporary aisle reoccupations: 45

RIGHT AISLE
-----------
Total moves: 3150
Maximum occupied tiles: 16
Seat events: 180
Single-blocker events: 38
Multiple-blocker events: 5
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 142
Reservations granted: 142
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 9275
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 10496
Total stationary ticks: 214678
Seat-event requests: 356
Failed seat-event starts: 3

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 660
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 3
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 660
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 356\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 19 | standardDataset=353/353 (100.00%) | catalogueDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 20
Scenario seed: 7778104721219760133

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 65.69%
Aisle-assignment balance: 98.54%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 274/274
Average waiting ticks: 448.40
Longest waiting passenger: P182->28I(RIGHT)
Longest waiting ticks: 944

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 13
Seat events: 135
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 2076
Maximum occupied tiles: 12
Seat events: 139
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 92
Reservations granted: 92
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5548
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6972
Total stationary ticks: 127697
Seat-event requests: 284
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 677
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 677
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 284\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:29
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 20
Scenario seed: 7778104721219760133

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 32.48%
Blocker-prone seat share (topology component): 70.07%
Aisle-assignment balance: 93.43%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1028
Passengers seated: 274/274
Average waiting ticks: 450.66
Longest waiting passenger: P266->22C(LEFT)
Longest waiting ticks: 970

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2212
Maximum occupied tiles: 10
Seat events: 146
Single-blocker events: 30
Multiple-blocker events: 5
Temporary aisle reoccupations: 40

RIGHT AISLE
-----------
Total moves: 1984
Maximum occupied tiles: 13
Seat events: 128
Single-blocker events: 5
Multiple-blocker events: 5
Temporary aisle reoccupations: 15

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 89
Reservations granted: 89
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6269
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7087
Total stationary ticks: 128901
Seat-event requests: 276
Failed seat-event starts: 2

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 405
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 2
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 405
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 276\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 20 | standardDataset=274/274 (100.00%) | catalogueDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 21
Scenario seed: -6050252773158139437

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.90%
Blocker-prone seat share (topology component): 75.52%
Aisle-assignment balance: 98.96%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 686
Passengers seated: 192/192
Average waiting ticks: 311.75
Longest waiting passenger: P131->5H(RIGHT)
Longest waiting ticks: 644

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1430
Maximum occupied tiles: 11
Seat events: 95
Single-blocker events: 26
Multiple-blocker events: 4
Temporary aisle reoccupations: 34

RIGHT AISLE
-----------
Total moves: 1368
Maximum occupied tiles: 11
Seat events: 97
Single-blocker events: 22
Multiple-blocker events: 5
Temporary aisle reoccupations: 32

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3532
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4379
Total stationary ticks: 62831
Seat-event requests: 195
Failed seat-event starts: 3

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 442
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 3
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 442
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 195\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:29
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 21
Scenario seed: -6050252773158139437

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 35.94%
Blocker-prone seat share (topology component): 90.63%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 694
Passengers seated: 192/192
Average waiting ticks: 311.29
Longest waiting passenger: P148->8G(RIGHT)
Longest waiting ticks: 676

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1270
Maximum occupied tiles: 10
Seat events: 93
Single-blocker events: 14
Multiple-blocker events: 0
Temporary aisle reoccupations: 14

RIGHT AISLE
-----------
Total moves: 1485
Maximum occupied tiles: 13
Seat events: 99
Single-blocker events: 14
Multiple-blocker events: 0
Temporary aisle reoccupations: 14

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 75
Reservations granted: 75
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4331
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4853
Total stationary ticks: 63468
Seat-event requests: 192
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 293
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 293
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 192\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 21 | standardDataset=192/192 (100.00%) | catalogueDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 22
Scenario seed: -7549248447377455043

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.43%
Blocker-prone seat share (topology component): 60.46%
Aisle-assignment balance: 98.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1115
Passengers seated: 306/306
Average waiting ticks: 511.00
Longest waiting passenger: P126->23H(RIGHT)
Longest waiting ticks: 1059

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles22-26:occupied=4:anchor=P169:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 16
Regions dissolved: 1
Repeated reconstructions avoided: 16
Largest region lifetime: 17
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=17
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2720
Maximum occupied tiles: 13
Seat events: 150
Single-blocker events: 49
Multiple-blocker events: 12
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 2575
Maximum occupied tiles: 12
Seat events: 156
Single-blocker events: 35
Multiple-blocker events: 19
Temporary aisle reoccupations: 77

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 128
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6519
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8050
Total stationary ticks: 161843
Seat-event requests: 321
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 882
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 882
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 320\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:29
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 22
Scenario seed: -7549248447377455043

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 28.10%
Blocker-prone seat share (topology component): 70.59%
Aisle-assignment balance: 90.20%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1179
Passengers seated: 306/306
Average waiting ticks: 509.44
Longest waiting passenger: P298->13H(RIGHT)
Longest waiting ticks: 1150

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 16
Multiple-blocker events: 1
Temporary aisle reoccupations: 18

RIGHT AISLE
-----------
Total moves: 2935
Maximum occupied tiles: 14
Seat events: 168
Single-blocker events: 29
Multiple-blocker events: 1
Temporary aisle reoccupations: 31

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 117
Reservations granted: 115
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8004
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8870
Total stationary ticks: 162976
Seat-event requests: 306
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 409
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 409
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 308\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 22 | standardDataset=306/306 (100.00%) | catalogueDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 23
Scenario seed: 4519082988640820556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 75.44%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 825
Passengers seated: 228/228
Average waiting ticks: 367.85
Longest waiting passenger: P154->11C(RIGHT)
Longest waiting ticks: 787

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1559
Maximum occupied tiles: 14
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 14
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 1754
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 29
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 123
Reservations granted: 123
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4498
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5596
Total stationary ticks: 87691
Seat-event requests: 238
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 544
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 544
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:29
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 23
Scenario seed: 4519082988640820556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 78.95%
Aisle-assignment balance: 94.74%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 835
Passengers seated: 228/228
Average waiting ticks: 366.32
Longest waiting passenger: P215->11E(RIGHT)
Longest waiting ticks: 812

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1523
Maximum occupied tiles: 15
Seat events: 108
Single-blocker events: 21
Multiple-blocker events: 0
Temporary aisle reoccupations: 21

RIGHT AISLE
-----------
Total moves: 1740
Maximum occupied tiles: 14
Seat events: 120
Single-blocker events: 33
Multiple-blocker events: 0
Temporary aisle reoccupations: 33

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 108
Reservations granted: 108
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6117
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6862
Total stationary ticks: 88944
Seat-event requests: 228
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 370
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 370
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 228\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 23 | standardDataset=228/228 (100.00%) | catalogueDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 24
Scenario seed: 4297087376607226005

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 66.79%
Aisle-assignment balance: 99.27%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 970
Passengers seated: 274/274
Average waiting ticks: 452.86
Longest waiting passenger: P54->10G(RIGHT)
Longest waiting ticks: 925

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:tiles23-26:occupied=4:anchor=P246:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 22
Regions dissolved: 1
Repeated reconstructions avoided: 22
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=23
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2167
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 39
Multiple-blocker events: 14
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2041
Maximum occupied tiles: 12
Seat events: 136
Single-blocker events: 37
Multiple-blocker events: 11
Temporary aisle reoccupations: 59

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 93
Reservations granted: 93
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5016
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6316
Total stationary ticks: 128215
Seat-event requests: 287
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 710
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 710
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 286\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:29
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 24
Scenario seed: 4297087376607226005

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 31.02%
Blocker-prone seat share (topology component): 70.07%
Aisle-assignment balance: 93.43%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1036
Passengers seated: 274/274
Average waiting ticks: 454.02
Longest waiting passenger: P256->22E(LEFT)
Longest waiting ticks: 982

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2188
Maximum occupied tiles: 13
Seat events: 146
Single-blocker events: 27
Multiple-blocker events: 5
Temporary aisle reoccupations: 37

RIGHT AISLE
-----------
Total moves: 1984
Maximum occupied tiles: 15
Seat events: 128
Single-blocker events: 5
Multiple-blocker events: 5
Temporary aisle reoccupations: 15

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 90
Reservations granted: 90
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6528
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7430
Total stationary ticks: 130086
Seat-event requests: 276
Failed seat-event starts: 2

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 474
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 2
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 474
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 276\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 24 | standardDataset=274/274 (100.00%) | catalogueDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 25
Scenario seed: -1618752062860107760

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.39%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 90.20%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 797
Passengers seated: 204/204
Average waiting ticks: 336.86
Longest waiting passenger: P145->11G(RIGHT)
Longest waiting ticks: 754

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 7
Regions dissolved: 1
Repeated reconstructions avoided: 7
Largest region lifetime: 8
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=8
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1366
Maximum occupied tiles: 11
Seat events: 92
Single-blocker events: 18
Multiple-blocker events: 3
Temporary aisle reoccupations: 24

RIGHT AISLE
-----------
Total moves: 1550
Maximum occupied tiles: 14
Seat events: 112
Single-blocker events: 34
Multiple-blocker events: 14
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 110
Reservations granted: 108
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3670
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4541
Total stationary ticks: 71737
Seat-event requests: 212
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 442
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 442
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 214\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:29
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 25
Scenario seed: -1618752062860107760

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 34.31%
Blocker-prone seat share (topology component): 88.24%
Aisle-assignment balance: 99.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 742
Passengers seated: 204/204
Average waiting ticks: 331.05
Longest waiting passenger: P202->27E(RIGHT)
Longest waiting ticks: 698

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1415
Maximum occupied tiles: 9
Seat events: 101
Single-blocker events: 16
Multiple-blocker events: 0
Temporary aisle reoccupations: 16

RIGHT AISLE
-----------
Total moves: 1565
Maximum occupied tiles: 12
Seat events: 103
Single-blocker events: 18
Multiple-blocker events: 0
Temporary aisle reoccupations: 18

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 87
Reservations granted: 84
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4621
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5293
Total stationary ticks: 71582
Seat-event requests: 204
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 311
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 311
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 207\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 25 | standardDataset=204/204 (100.00%) | catalogueDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 26
Scenario seed: 7637717698422060553

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 59.36%
Aisle-assignment balance: 94.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1276
Passengers seated: 342/342
Average waiting ticks: 566.26
Longest waiting passenger: P248->26A(LEFT)
Longest waiting ticks: 1229

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 4
Largest detected cluster: 4
Selected release potential total: 5
Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 48
Regions dissolved: 3
Repeated reconstructions avoided: 48
Largest region lifetime: 31
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=31
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3173
Maximum occupied tiles: 15
Seat events: 181
Single-blocker events: 46
Multiple-blocker events: 25
Temporary aisle reoccupations: 103

RIGHT AISLE
-----------
Total moves: 2795
Maximum occupied tiles: 13
Seat events: 161
Single-blocker events: 49
Multiple-blocker events: 23
Temporary aisle reoccupations: 98

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 161
Reservations granted: 161
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7578
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9483
Total stationary ticks: 200246
Seat-event requests: 371
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 924
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 924
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 369\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:29
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 26
Scenario seed: 7637717698422060553

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 63.16%
Aisle-assignment balance: 94.74%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1258
Passengers seated: 342/342
Average waiting ticks: 564.24
Longest waiting passenger: P316->15F(RIGHT)
Longest waiting ticks: 1214

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2766
Maximum occupied tiles: 12
Seat events: 162
Single-blocker events: 32
Multiple-blocker events: 5
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 3150
Maximum occupied tiles: 16
Seat events: 180
Single-blocker events: 41
Multiple-blocker events: 5
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 136
Reservations granted: 135
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 9144
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 10124
Total stationary ticks: 200965
Seat-event requests: 344
Failed seat-event starts: 2

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 508
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 2
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 508
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 345\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 26 | standardDataset=342/342 (100.00%) | catalogueDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 27
Scenario seed: 7038436515696686281

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.46%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 784
Passengers seated: 216/216
Average waiting ticks: 348.83
Longest waiting passenger: P24->8D(LEFT)
Longest waiting ticks: 747

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles11-13:occupied=3:anchor=P209:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 14
Seat events: 111
Single-blocker events: 29
Multiple-blocker events: 17
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 1464
Maximum occupied tiles: 11
Seat events: 105
Single-blocker events: 24
Multiple-blocker events: 8
Temporary aisle reoccupations: 42

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 123
Reservations granted: 120
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4157
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5218
Total stationary ticks: 78912
Seat-event requests: 228
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 475
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 475
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 230\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:29
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 27
Scenario seed: 7038436515696686281

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 83.33%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 797
Passengers seated: 216/216
Average waiting ticks: 349.51
Longest waiting passenger: P211->29E(RIGHT)
Longest waiting ticks: 746

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1455
Maximum occupied tiles: 10
Seat events: 105
Single-blocker events: 16
Multiple-blocker events: 0
Temporary aisle reoccupations: 16

RIGHT AISLE
-----------
Total moves: 1666
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 22
Multiple-blocker events: 0
Temporary aisle reoccupations: 22

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 100
Reservations granted: 96
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4921
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5707
Total stationary ticks: 79834
Seat-event requests: 216
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 366
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 366
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 220\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 27 | standardDataset=216/216 (100.00%) | catalogueDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 28
Scenario seed: 3504961108606988885

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 66.06%
Aisle-assignment balance: 96.35%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 274/274
Average waiting ticks: 452.16
Longest waiting passenger: P162->5H(RIGHT)
Longest waiting ticks: 957

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles22-24:occupied=3:anchor=P175:selected=P83:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 15
Regions dissolved: 1
Repeated reconstructions avoided: 15
Largest region lifetime: 16
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=16
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2061
Maximum occupied tiles: 13
Seat events: 132
Single-blocker events: 31
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 2167
Maximum occupied tiles: 14
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 13
Temporary aisle reoccupations: 65

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 94
Reservations granted: 93
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5286
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6678
Total stationary ticks: 128384
Seat-event requests: 287
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 693
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 693
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 287\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:29
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 28
Scenario seed: 3504961108606988885

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 70.07%
Aisle-assignment balance: 93.43%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1041
Passengers seated: 274/274
Average waiting ticks: 449.80
Longest waiting passenger: P271->29E(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2229
Maximum occupied tiles: 15
Seat events: 146
Single-blocker events: 28
Multiple-blocker events: 3
Temporary aisle reoccupations: 34

RIGHT AISLE
-----------
Total moves: 1984
Maximum occupied tiles: 16
Seat events: 128
Single-blocker events: 3
Multiple-blocker events: 3
Temporary aisle reoccupations: 9

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 89
Reservations granted: 89
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7542
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8463
Total stationary ticks: 130002
Seat-event requests: 274
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 461
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 461
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 274\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 2\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 28 | standardDataset=274/274 (100.00%) | catalogueDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 29
Scenario seed: 8058727884467314553

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 67.52%
Aisle-assignment balance: 95.62%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2418
Passengers seated: 258/274
Average waiting ticks: 468.27
Longest waiting passenger: P89->18D(RIGHT)
Longest waiting ticks: 2380

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 24
Cluster candidates evaluated: 47
Executable cluster candidates: 10
Rejected cluster candidates: 37
Cluster selections: 6
Cluster-selected events started: 6
Largest detected cluster: 16
Selected release potential total: 26
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1839
Regions dissolved: 2
Repeated reconstructions avoided: 1839
Largest region lifetime: 1771
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1771:occupied=16
Confirmation deferral ticks: 5
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1566
State changes reopening evaluation: 21
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2020
Maximum occupied tiles: 14
Seat events: 131
Single-blocker events: 43
Multiple-blocker events: 8
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 2227
Maximum occupied tiles: 22
Seat events: 127
Single-blocker events: 40
Multiple-blocker events: 10
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1630
Reservations granted: 1627
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 12
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 19602
Longest unresolved passenger ID: 90
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 9
Longest dependency chain: P137(25E/RIGHT) -> P94(27G/RIGHT) -> P190(24F/RIGHT) -> P24(25I/RIGHT) -> P88(28D/RIGHT) -> P102(27F/RIGHT) -> P87(31H/RIGHT) -> P184(31D/RIGHT) -> P20(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 137
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 12
Total blocked ticks: 32482
Total stationary ticks: 151925
Seat-event requests: 1882
Failed seat-event starts: 1624

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 20
Critical blocker identity: P20->28I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 8
Critical tree size including blocker: 9
Critical tree depth: 9
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 16
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 7
Critical blocker tree:
P20(28I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P184(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P87(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P102(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P88(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P24(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P190(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P94(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P137(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1605
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 29|30
Critical blocker yield-tile occupants: 13|153
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 3
Yield-tile occupied failures: 1605
Rear-boundary failures: 19
Middle-bank reservation failures: 3
Active-event deferrals: 1075
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 2
Yield-occupant trace: yieldOccupant[13]: P13(31G/RIGHT/MOVING_IN_AISLE@tile29) -> P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[153]: P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P153->30E(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P13{seat=31G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=29,directBlocker=153,lastMoveTick=698,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P153{seat=30E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=648,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 29|30
Current yield-tile occupants: 13|153
Final row-event chain: 20|13|153
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1880\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 7\nOccupied-space rejections: 3201\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:29
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 29
Scenario seed: 8058727884467314553

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 31.75%
Blocker-prone seat share (topology component): 70.07%
Aisle-assignment balance: 93.43%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1030
Passengers seated: 274/274
Average waiting ticks: 450.28
Longest waiting passenger: P269->26E(LEFT)
Longest waiting ticks: 972

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2188
Maximum occupied tiles: 13
Seat events: 146
Single-blocker events: 29
Multiple-blocker events: 5
Temporary aisle reoccupations: 39

RIGHT AISLE
-----------
Total moves: 1984
Maximum occupied tiles: 15
Seat events: 128
Single-blocker events: 5
Multiple-blocker events: 5
Temporary aisle reoccupations: 15

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 91
Reservations granted: 91
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6568
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7483
Total stationary ticks: 129109
Seat-event requests: 275
Failed seat-event starts: 1

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 479
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 479
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 275\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 29 | standardDataset=258/274 (94.16%) | catalogueDataset=274/274 (100.00%) | seatedDelta=+16 | completionDelta=+5.84% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | catalogueWorse=false | standardFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL | catalogueFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 30
Scenario seed: 4796178364709272712

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 60.07%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1073
Passengers seated: 288/288
Average waiting ticks: 486.26
Longest waiting passenger: P242->22A(LEFT)
Longest waiting ticks: 1020

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles24-27:occupied=3:anchor=P272:selected=P258:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 13
Regions dissolved: 1
Repeated reconstructions avoided: 13
Largest region lifetime: 14
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=14
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2587
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 40
Multiple-blocker events: 17
Temporary aisle reoccupations: 77

RIGHT AISLE
-----------
Total moves: 2427
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 36
Multiple-blocker events: 18
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 124
Reservations granted: 120
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6089
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7510
Total stationary ticks: 145204
Seat-event requests: 303
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 751
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 751
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 306\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:10:29
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 30
Scenario seed: 4796178364709272712

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 28.47%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 95.83%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1069
Passengers seated: 288/288
Average waiting ticks: 480.60
Longest waiting passenger: P277->5H(RIGHT)
Longest waiting ticks: 1013

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 11
Seat events: 138
Single-blocker events: 20
Multiple-blocker events: 5
Temporary aisle reoccupations: 30

RIGHT AISLE
-----------
Total moves: 2764
Maximum occupied tiles: 15
Seat events: 150
Single-blocker events: 26
Multiple-blocker events: 5
Temporary aisle reoccupations: 36

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 112
Reservations granted: 109
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7443
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8524
Total stationary ticks: 144980
Seat-event requests: 291
Failed seat-event starts: 3

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 580
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 2
Rear-boundary failures: 1
Middle-bank reservation failures: 3
Active-event deferrals: 580
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 294\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 30 | standardDataset=288/288 (100.00%) | catalogueDataset=288/288 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
************************************************************
Experiment seed: 1783790101901
Scenarios executed: 60
Successful completions: 56
Incomplete/MAX_TICKS: 4
Average completed ticks: 1038.05
Average waiting ticks: 421.43
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 1
Scenario seed: 7216130499227313205

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 66.79%
Aisle-assignment balance: 98.54%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 990
Passengers seated: 274/274
Average waiting ticks: 450.42
Longest waiting passenger: P233->32A(LEFT)
Longest waiting ticks: 921

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2125
Maximum occupied tiles: 12
Seat events: 139
Single-blocker events: 45
Multiple-blocker events: 13
Temporary aisle reoccupations: 71

RIGHT AISLE
-----------
Total moves: 2075
Maximum occupied tiles: 11
Seat events: 135
Single-blocker events: 41
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5198
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6411
Total stationary ticks: 127724
Seat-event requests: 284
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 632
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 632
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:10
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 1
Scenario seed: 7216130499227313205

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 70.07%
Aisle-assignment balance: 93.43%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1039
Passengers seated: 274/274
Average waiting ticks: 452.64
Longest waiting passenger: P256->2C(LEFT)
Longest waiting ticks: 986

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2208
Maximum occupied tiles: 12
Seat events: 146
Single-blocker events: 30
Multiple-blocker events: 5
Temporary aisle reoccupations: 40

RIGHT AISLE
-----------
Total moves: 1984
Maximum occupied tiles: 14
Seat events: 128
Single-blocker events: 5
Multiple-blocker events: 5
Temporary aisle reoccupations: 15

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 90
Reservations granted: 90
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6550
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7508
Total stationary ticks: 129797
Seat-event requests: 277
Failed seat-event starts: 3

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 459
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 3
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 459
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 277\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 01 | standardDataset=274/274 (100.00%) | catalogueDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 2
Scenario seed: -5145057424286824451

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.48%
Blocker-prone seat share (topology component): 73.61%
Aisle-assignment balance: 94.44%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 799
Passengers seated: 216/216
Average waiting ticks: 351.06
Longest waiting passenger: P90->5C(LEFT)
Longest waiting ticks: 749

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 31
Regions dissolved: 2
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 12
Seat events: 114
Single-blocker events: 32
Multiple-blocker events: 9
Temporary aisle reoccupations: 52

RIGHT AISLE
-----------
Total moves: 1517
Maximum occupied tiles: 11
Seat events: 102
Single-blocker events: 19
Multiple-blocker events: 9
Temporary aisle reoccupations: 38

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 121
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3653
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4671
Total stationary ticks: 78797
Seat-event requests: 225
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 229\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:10
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 2
Scenario seed: -5145057424286824451

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 83.33%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 792
Passengers seated: 216/216
Average waiting ticks: 350.11
Longest waiting passenger: P206->28E(RIGHT)
Longest waiting ticks: 742

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1455
Maximum occupied tiles: 10
Seat events: 105
Single-blocker events: 16
Multiple-blocker events: 0
Temporary aisle reoccupations: 16

RIGHT AISLE
-----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 22
Multiple-blocker events: 0
Temporary aisle reoccupations: 22

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 96
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4712
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5537
Total stationary ticks: 79772
Seat-event requests: 216
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 383
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 383
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 221\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 02 | standardDataset=216/216 (100.00%) | catalogueDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 3
Scenario seed: 3757159740356003327

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.65%
Blocker-prone seat share (topology component): 60.53%
Aisle-assignment balance: 98.83%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1266
Passengers seated: 342/342
Average waiting ticks: 588.90
Longest waiting passenger: P156->23B(LEFT)
Longest waiting ticks: 1212

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3072
Maximum occupied tiles: 14
Seat events: 173
Single-blocker events: 56
Multiple-blocker events: 25
Temporary aisle reoccupations: 111

RIGHT AISLE
-----------
Total moves: 2968
Maximum occupied tiles: 12
Seat events: 169
Single-blocker events: 49
Multiple-blocker events: 22
Temporary aisle reoccupations: 96

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 147
Reservations granted: 143
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6815
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8177
Total stationary ticks: 206919
Seat-event requests: 351
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 758
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 758
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 355\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:10
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 3
Scenario seed: 3757159740356003327

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 27.49%
Blocker-prone seat share (topology component): 63.16%
Aisle-assignment balance: 94.74%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1287
Passengers seated: 342/342
Average waiting ticks: 580.14
Longest waiting passenger: P301->5H(RIGHT)
Longest waiting ticks: 1251

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P279:selected=P278:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2708
Maximum occupied tiles: 13
Seat events: 162
Single-blocker events: 27
Multiple-blocker events: 3
Temporary aisle reoccupations: 33

RIGHT AISLE
-----------
Total moves: 3150
Maximum occupied tiles: 16
Seat events: 180
Single-blocker events: 39
Multiple-blocker events: 3
Temporary aisle reoccupations: 45

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 136
Reservations granted: 136
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 9207
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 10385
Total stationary ticks: 206618
Seat-event requests: 346
Failed seat-event starts: 4

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 568
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 4
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 568
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 345\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 03 | standardDataset=342/342 (100.00%) | catalogueDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 4
Scenario seed: 4505242574357131631

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.49%
Aisle-assignment balance: 91.18%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2255
Passengers seated: 200/204
Average waiting ticks: 339.50
Longest waiting passenger: P88->29C(RIGHT)
Longest waiting ticks: 2194

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1498
Regions dissolved: 0
Repeated reconstructions avoided: 1498
Largest region lifetime: 1499
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1499:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1496
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1348
Maximum occupied tiles: 11
Seat events: 93
Single-blocker events: 18
Multiple-blocker events: 4
Temporary aisle reoccupations: 26

RIGHT AISLE
-----------
Total moves: 1644
Maximum occupied tiles: 13
Seat events: 107
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1613
Reservations granted: 1609
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 4973
Longest unresolved passenger ID: 201
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P147(28E/RIGHT) -> P139(29G/RIGHT) -> P201(30D/RIGHT) -> P88(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 147
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 11024
Total stationary ticks: 77119
Seat-event requests: 1709
Failed seat-event starts: 1509

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 88
Critical blocker identity: P88->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 4
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P88(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P201(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P139(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P147(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 4
Rear-boundary failures: 1505
Middle-bank reservation failures: 4
Active-event deferrals: 595
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1714\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:10
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 4
Scenario seed: 4505242574357131631

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 34.31%
Blocker-prone seat share (topology component): 88.24%
Aisle-assignment balance: 99.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 721
Passengers seated: 204/204
Average waiting ticks: 326.28
Longest waiting passenger: P153->8F(RIGHT)
Longest waiting ticks: 693

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1415
Maximum occupied tiles: 13
Seat events: 101
Single-blocker events: 13
Multiple-blocker events: 0
Temporary aisle reoccupations: 13

RIGHT AISLE
-----------
Total moves: 1565
Maximum occupied tiles: 14
Seat events: 103
Single-blocker events: 15
Multiple-blocker events: 0
Temporary aisle reoccupations: 15

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 84
Reservations granted: 84
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5146
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5865
Total stationary ticks: 71129
Seat-event requests: 204
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 379
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 379
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 204\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 04 | standardDataset=200/204 (98.04%) | catalogueDataset=204/204 (100.00%) | seatedDelta=+4 | completionDelta=+1.96% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | catalogueWorse=false | standardFamily=REAR_BOUNDARY_LOCK | catalogueFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 5
Scenario seed: -6826745434564669881

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 870
Passengers seated: 235/235
Average waiting ticks: 386.29
Longest waiting passenger: P138->20E(RIGHT)
Longest waiting ticks: 843

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1722
Maximum occupied tiles: 12
Seat events: 113
Single-blocker events: 30
Multiple-blocker events: 8
Temporary aisle reoccupations: 48

RIGHT AISLE
-----------
Total moves: 1667
Maximum occupied tiles: 10
Seat events: 122
Single-blocker events: 34
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4517
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5593
Total stationary ticks: 94540
Seat-event requests: 245
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 566
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 566
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:10
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 5
Scenario seed: -6826745434564669881

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 76.60%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 859
Passengers seated: 235/235
Average waiting ticks: 385.57
Longest waiting passenger: P213->29E(RIGHT)
Longest waiting ticks: 818

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1610
Maximum occupied tiles: 11
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 0
Temporary aisle reoccupations: 30

RIGHT AISLE
-----------
Total moves: 1740
Maximum occupied tiles: 12
Seat events: 120
Single-blocker events: 35
Multiple-blocker events: 0
Temporary aisle reoccupations: 35

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 120
Reservations granted: 115
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5077
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5862
Total stationary ticks: 94937
Seat-event requests: 235
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 399
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 399
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 240\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 2\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 05 | standardDataset=235/235 (100.00%) | catalogueDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 6
Scenario seed: 2513822240434754174

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.82%
Blocker-prone seat share (topology component): 77.94%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 731
Passengers seated: 204/204
Average waiting ticks: 331.67
Longest waiting passenger: P8->20F(RIGHT)
Longest waiting ticks: 685

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1499
Maximum occupied tiles: 14
Seat events: 102
Single-blocker events: 24
Multiple-blocker events: 8
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1479
Maximum occupied tiles: 12
Seat events: 102
Single-blocker events: 30
Multiple-blocker events: 6
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3601
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4643
Total stationary ticks: 70621
Seat-event requests: 210
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 585
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 585
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 210\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:10
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 6
Scenario seed: 2513822240434754174

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 34.31%
Blocker-prone seat share (topology component): 88.24%
Aisle-assignment balance: 99.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 726
Passengers seated: 204/204
Average waiting ticks: 329.73
Longest waiting passenger: P148->6F(RIGHT)
Longest waiting ticks: 698

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1415
Maximum occupied tiles: 11
Seat events: 101
Single-blocker events: 16
Multiple-blocker events: 0
Temporary aisle reoccupations: 16

RIGHT AISLE
-----------
Total moves: 1565
Maximum occupied tiles: 13
Seat events: 103
Single-blocker events: 18
Multiple-blocker events: 0
Temporary aisle reoccupations: 18

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 84
Reservations granted: 84
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4848
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5493
Total stationary ticks: 71503
Seat-event requests: 204
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 329
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 329
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 204\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 06 | standardDataset=204/204 (100.00%) | catalogueDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 7
Scenario seed: -4676738862831661214

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.80%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 98.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 772
Passengers seated: 216/216
Average waiting ticks: 349.32
Longest waiting passenger: P213->4C(LEFT)
Longest waiting ticks: 721

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 24
Regions dissolved: 2
Repeated reconstructions avoided: 24
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1563
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 21
Multiple-blocker events: 10
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1500
Maximum occupied tiles: 12
Seat events: 106
Single-blocker events: 24
Multiple-blocker events: 10
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 119
Reservations granted: 119
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3938
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5006
Total stationary ticks: 78770
Seat-event requests: 227
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 538
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 538
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 227\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:11
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 7
Scenario seed: -4676738862831661214

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 83.33%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 786
Passengers seated: 216/216
Average waiting ticks: 349.20
Longest waiting passenger: P215->9E(RIGHT)
Longest waiting ticks: 743

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1455
Maximum occupied tiles: 11
Seat events: 105
Single-blocker events: 16
Multiple-blocker events: 0
Temporary aisle reoccupations: 16

RIGHT AISLE
-----------
Total moves: 1669
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 22
Multiple-blocker events: 0
Temporary aisle reoccupations: 22

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4821
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5610
Total stationary ticks: 79669
Seat-event requests: 216
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 378
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 378
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 216\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 07 | standardDataset=216/216 (100.00%) | catalogueDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:11
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 8
Scenario seed: 2451708163553084058

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.05%
Blocker-prone seat share (topology component): 64.86%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 943
Passengers seated: 259/259
Average waiting ticks: 421.84
Longest waiting passenger: P256->9F(LEFT)
Longest waiting ticks: 901

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles10-13:occupied=3:anchor=P12:selected=P71:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2017
Maximum occupied tiles: 12
Seat events: 135
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1933
Maximum occupied tiles: 14
Seat events: 124
Single-blocker events: 35
Multiple-blocker events: 9
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 90
Reservations granted: 90
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5174
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6489
Total stationary ticks: 113674
Seat-event requests: 273
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 652
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 652
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 272\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:11
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 8
Scenario seed: 2451708163553084058

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 32.05%
Blocker-prone seat share (topology component): 74.13%
Aisle-assignment balance: 98.84%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 922
Passengers seated: 259/259
Average waiting ticks: 419.77
Longest waiting passenger: P235->18E(LEFT)
Longest waiting ticks: 858

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1881
Maximum occupied tiles: 14
Seat events: 131
Single-blocker events: 20
Multiple-blocker events: 3
Temporary aisle reoccupations: 26

RIGHT AISLE
-----------
Total moves: 1984
Maximum occupied tiles: 16
Seat events: 128
Single-blocker events: 3
Multiple-blocker events: 3
Temporary aisle reoccupations: 9

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 81
Reservations granted: 81
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6941
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7855
Total stationary ticks: 114960
Seat-event requests: 259
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 450
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 450
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 259\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 2\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 08 | standardDataset=259/259 (100.00%) | catalogueDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:11
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 9
Scenario seed: 7260830704529197968

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 35.42%
Blocker-prone seat share (topology component): 75.52%
Aisle-assignment balance: 89.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 754
Passengers seated: 192/192
Average waiting ticks: 315.99
Longest waiting passenger: P145->3H(RIGHT)
Longest waiting ticks: 702

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P60:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1277
Maximum occupied tiles: 12
Seat events: 86
Single-blocker events: 13
Multiple-blocker events: 6
Temporary aisle reoccupations: 26

RIGHT AISLE
-----------
Total moves: 1496
Maximum occupied tiles: 11
Seat events: 106
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 105
Reservations granted: 102
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3411
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4220
Total stationary ticks: 63467
Seat-event requests: 203
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 413
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 413
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 205\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:11
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 9
Scenario seed: 7260830704529197968

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 35.94%
Blocker-prone seat share (topology component): 90.63%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 693
Passengers seated: 192/192
Average waiting ticks: 310.67
Longest waiting passenger: P158->7G(RIGHT)
Longest waiting ticks: 664

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1236
Maximum occupied tiles: 12
Seat events: 93
Single-blocker events: 11
Multiple-blocker events: 0
Temporary aisle reoccupations: 11

RIGHT AISLE
-----------
Total moves: 1485
Maximum occupied tiles: 14
Seat events: 99
Single-blocker events: 11
Multiple-blocker events: 0
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 76
Reservations granted: 76
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4495
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5147
Total stationary ticks: 63578
Seat-event requests: 192
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 357
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 357
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 192\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 09 | standardDataset=192/192 (100.00%) | catalogueDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:11
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 10
Scenario seed: -447105676847956095

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.36%
Blocker-prone seat share (topology component): 59.65%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1251
Passengers seated: 342/342
Average waiting ticks: 564.00
Longest waiting passenger: P179->11J(RIGHT)
Longest waiting ticks: 1169

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 5
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: RIGHT:tiles10-14:occupied=4:anchor=P314:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 91
Regions dissolved: 4
Repeated reconstructions avoided: 91
Largest region lifetime: 46
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=46
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 4
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2926
Maximum occupied tiles: 12
Seat events: 165
Single-blocker events: 39
Multiple-blocker events: 30
Temporary aisle reoccupations: 103

RIGHT AISLE
-----------
Total moves: 3031
Maximum occupied tiles: 15
Seat events: 177
Single-blocker events: 40
Multiple-blocker events: 31
Temporary aisle reoccupations: 107

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 163
Reservations granted: 162
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7775
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9654
Total stationary ticks: 199662
Seat-event requests: 376
Failed seat-event starts: 34

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 889
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 34
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 889
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 10\nOccupied-space rejections: 41\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:11
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 10
Scenario seed: -447105676847956095

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 27.49%
Blocker-prone seat share (topology component): 63.16%
Aisle-assignment balance: 94.74%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2732
Passengers seated: 337/342
Average waiting ticks: 573.32
Longest waiting passenger: P296->34F(RIGHT)
Longest waiting ticks: 2683

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 5
Cluster candidates evaluated: 5
Executable cluster candidates: 0
Rejected cluster candidates: 5
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1602
Regions dissolved: 0
Repeated reconstructions avoided: 1602
Largest region lifetime: 1603
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1603:occupied=5
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1531
State changes reopening evaluation: 4
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2747
Maximum occupied tiles: 12
Seat events: 162
Single-blocker events: 32
Multiple-blocker events: 5
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 3146
Maximum occupied tiles: 15
Seat events: 175
Single-blocker events: 38
Multiple-blocker events: 5
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1673
Reservations granted: 1671
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8798
Longest unresolved passenger ID: 293
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P300(33F/RIGHT) -> P299(35H/RIGHT) -> P296(34F/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 300
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 17880
Total stationary ticks: 208604
Seat-event requests: 1877
Failed seat-event starts: 1540

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 296
Critical blocker identity: P296->34F(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P296(34F/RIGHT/WAITING_FOR_SEAT_EVENT)
  P299(35H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P300(33F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1540
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 35
Critical blocker unavailable yield tiles: 35
Critical blocker yield-tile occupants: 293
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1540
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 633
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[293]: P293(36H/RIGHT/MOVING_IN_AISLE@tile35) -> P298(36F/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P298->36F(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P293{seat=36H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=35,directBlocker=298,lastMoveTick=1123,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 35
Current unavailable yield tiles: 35
Current yield-tile occupants: 293
Final row-event chain: 296|293|298
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 1879\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 1544\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 10 | standardDataset=342/342 (100.00%) | catalogueDataset=337/342 (98.54%) | seatedDelta=-5 | completionDelta=-1.46% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=true | standardFamily=COMPLETE_CABIN | catalogueFamily=MOVING_PASSENGER_YIELD_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:11
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 11
Scenario seed: 3638877016897499986

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 29.57%
Blocker-prone seat share (topology component): 66.96%
Aisle-assignment balance: 99.13%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 804
Passengers seated: 230/230
Average waiting ticks: 370.66
Longest waiting passenger: P111->9B(LEFT)
Longest waiting ticks: 763

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1700
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 28
Multiple-blocker events: 8
Temporary aisle reoccupations: 44

RIGHT AISLE
-----------
Total moves: 1814
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 38
Multiple-blocker events: 7
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 78
Reservations granted: 78
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4669
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5600
Total stationary ticks: 89203
Seat-event requests: 235
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 461
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 461
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 235\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:11
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 11
Scenario seed: 3638877016897499986

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 32.61%
Blocker-prone seat share (topology component): 83.48%
Aisle-assignment balance: 94.78%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 859
Passengers seated: 230/230
Average waiting ticks: 371.82
Longest waiting passenger: P206->20B(LEFT)
Longest waiting ticks: 778

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1744
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 18
Multiple-blocker events: 5
Temporary aisle reoccupations: 28

RIGHT AISLE
-----------
Total moves: 1761
Maximum occupied tiles: 14
Seat events: 109
Single-blocker events: 5
Multiple-blocker events: 5
Temporary aisle reoccupations: 15

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 77
Reservations granted: 77
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5891
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6650
Total stationary ticks: 90722
Seat-event requests: 232
Failed seat-event starts: 2

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 384
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 2
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 384
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 232\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 3\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 11 | standardDataset=230/230 (100.00%) | catalogueDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:11
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 12
Scenario seed: -8976697486543855838

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 36.46%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 705
Passengers seated: 192/192
Average waiting ticks: 319.16
Longest waiting passenger: P84->11G(RIGHT)
Longest waiting ticks: 676

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: LEFT:tiles9-11:occupied=3:anchor=P136:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 40
Regions dissolved: 2
Repeated reconstructions avoided: 40
Largest region lifetime: 31
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=11
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1421
Maximum occupied tiles: 12
Seat events: 96
Single-blocker events: 23
Multiple-blocker events: 7
Temporary aisle reoccupations: 40

RIGHT AISLE
-----------
Total moves: 1396
Maximum occupied tiles: 11
Seat events: 96
Single-blocker events: 19
Multiple-blocker events: 6
Temporary aisle reoccupations: 31

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 100
Reservations granted: 100
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3355
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4022
Total stationary ticks: 63983
Seat-event requests: 201
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 348
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 348
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 199\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:11
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 12
Scenario seed: -8976697486543855838

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 36.46%
Blocker-prone seat share (topology component): 90.63%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 705
Passengers seated: 192/192
Average waiting ticks: 314.88
Longest waiting passenger: P149->9F(RIGHT)
Longest waiting ticks: 679

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1310
Maximum occupied tiles: 10
Seat events: 93
Single-blocker events: 10
Multiple-blocker events: 0
Temporary aisle reoccupations: 10

RIGHT AISLE
-----------
Total moves: 1485
Maximum occupied tiles: 12
Seat events: 99
Single-blocker events: 10
Multiple-blocker events: 0
Temporary aisle reoccupations: 10

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 78
Reservations granted: 75
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4279
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4824
Total stationary ticks: 64141
Seat-event requests: 192
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 292
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 292
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 195\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 12 | standardDataset=192/192 (100.00%) | catalogueDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:11
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 13
Scenario seed: 1058713798284952297

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.12%
Blocker-prone seat share (topology component): 61.11%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1097
Passengers seated: 306/306
Average waiting ticks: 507.68
Longest waiting passenger: P240->4A(LEFT)
Longest waiting ticks: 1037

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2758
Maximum occupied tiles: 12
Seat events: 153
Single-blocker events: 44
Multiple-blocker events: 15
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 2622
Maximum occupied tiles: 14
Seat events: 153
Single-blocker events: 37
Multiple-blocker events: 23
Temporary aisle reoccupations: 87

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 132
Reservations granted: 132
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6586
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7836
Total stationary ticks: 160799
Seat-event requests: 318
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 715
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 715
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 318\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:11
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 13
Scenario seed: 1058713798284952297

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 28.76%
Blocker-prone seat share (topology component): 70.59%
Aisle-assignment balance: 90.20%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1190
Passengers seated: 306/306
Average waiting ticks: 510.31
Longest waiting passenger: P280->16F(RIGHT)
Longest waiting ticks: 1155

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:tiles9-13:occupied=4:anchor=P281:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 20
Regions dissolved: 1
Repeated reconstructions avoided: 20
Largest region lifetime: 21
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=21
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 18
Multiple-blocker events: 3
Temporary aisle reoccupations: 24

RIGHT AISLE
-----------
Total moves: 2997
Maximum occupied tiles: 16
Seat events: 168
Single-blocker events: 34
Multiple-blocker events: 3
Temporary aisle reoccupations: 40

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 124
Reservations granted: 122
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8813
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9897
Total stationary ticks: 164067
Seat-event requests: 310
Failed seat-event starts: 4

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 548
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 4
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 548
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 311\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 13 | standardDataset=306/306 (100.00%) | catalogueDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:11
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 14
Scenario seed: -2382699513390452918

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 824
Passengers seated: 235/235
Average waiting ticks: 380.83
Longest waiting passenger: P179->6D(RIGHT)
Longest waiting ticks: 806

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 7
Selected release potential total: 6
Last cluster decision: LEFT:tiles9-14:occupied=6:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 31
Regions dissolved: 1
Repeated reconstructions avoided: 31
Largest region lifetime: 32
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=32
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1734
Maximum occupied tiles: 13
Seat events: 116
Single-blocker events: 33
Multiple-blocker events: 9
Temporary aisle reoccupations: 53

RIGHT AISLE
-----------
Total moves: 1702
Maximum occupied tiles: 14
Seat events: 119
Single-blocker events: 32
Multiple-blocker events: 13
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 130
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4717
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5966
Total stationary ticks: 93608
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 576
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 576
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:11
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 14
Scenario seed: -2382699513390452918

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 76.60%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 832
Passengers seated: 235/235
Average waiting ticks: 381.09
Longest waiting passenger: P223->5E(RIGHT)
Longest waiting ticks: 803

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1632
Maximum occupied tiles: 14
Seat events: 115
Single-blocker events: 27
Multiple-blocker events: 0
Temporary aisle reoccupations: 27

RIGHT AISLE
-----------
Total moves: 1740
Maximum occupied tiles: 14
Seat events: 120
Single-blocker events: 32
Multiple-blocker events: 0
Temporary aisle reoccupations: 32

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 116
Reservations granted: 116
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5558
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6669
Total stationary ticks: 94568
Seat-event requests: 236
Failed seat-event starts: 1

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 515
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 515
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 236\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 1\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 14 | standardDataset=235/235 (100.00%) | catalogueDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:11
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 15
Scenario seed: 7910158282638001386

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.66%
Blocker-prone seat share (topology component): 66.41%
Aisle-assignment balance: 94.98%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 956
Passengers seated: 259/259
Average waiting ticks: 429.30
Longest waiting passenger: P57->12B(LEFT)
Longest waiting ticks: 922

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2045
Maximum occupied tiles: 13
Seat events: 136
Single-blocker events: 37
Multiple-blocker events: 14
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 1932
Maximum occupied tiles: 12
Seat events: 123
Single-blocker events: 32
Multiple-blocker events: 10
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 88
Reservations granted: 86
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5119
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6204
Total stationary ticks: 115474
Seat-event requests: 266
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 268\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:11
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 15
Scenario seed: 7910158282638001386

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 31.66%
Blocker-prone seat share (topology component): 74.13%
Aisle-assignment balance: 98.84%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 937
Passengers seated: 259/259
Average waiting ticks: 426.88
Longest waiting passenger: P258->25C(LEFT)
Longest waiting ticks: 896

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1881
Maximum occupied tiles: 10
Seat events: 131
Single-blocker events: 23
Multiple-blocker events: 5
Temporary aisle reoccupations: 33

RIGHT AISLE
-----------
Total moves: 1984
Maximum occupied tiles: 13
Seat events: 128
Single-blocker events: 5
Multiple-blocker events: 5
Temporary aisle reoccupations: 15

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 82
Reservations granted: 82
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5682
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6432
Total stationary ticks: 115419
Seat-event requests: 260
Failed seat-event starts: 1

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 390
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 390
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 260\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 15 | standardDataset=259/259 (100.00%) | catalogueDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:11
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 16
Scenario seed: 7835976452476775241

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.04%
Blocker-prone seat share (topology component): 66.52%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 837
Passengers seated: 230/230
Average waiting ticks: 384.82
Longest waiting passenger: P49->16A(LEFT)
Longest waiting ticks: 780

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles16-18:occupied=3:anchor=P49:selected=P151:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1782
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 28
Multiple-blocker events: 8
Temporary aisle reoccupations: 44

RIGHT AISLE
-----------
Total moves: 1724
Maximum occupied tiles: 10
Seat events: 115
Single-blocker events: 33
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 79
Reservations granted: 79
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4064
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4973
Total stationary ticks: 91828
Seat-event requests: 239
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 468
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 468
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:11
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 16
Scenario seed: 7835976452476775241

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 32.61%
Blocker-prone seat share (topology component): 83.48%
Aisle-assignment balance: 94.78%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 874
Passengers seated: 230/230
Average waiting ticks: 380.68
Longest waiting passenger: P208->27D(LEFT)
Longest waiting ticks: 799

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 17
Multiple-blocker events: 5
Temporary aisle reoccupations: 27

RIGHT AISLE
-----------
Total moves: 1761
Maximum occupied tiles: 14
Seat events: 109
Single-blocker events: 5
Multiple-blocker events: 5
Temporary aisle reoccupations: 15

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 76
Reservations granted: 76
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5551
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6318
Total stationary ticks: 92475
Seat-event requests: 231
Failed seat-event starts: 1

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 347
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 347
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 231\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 3\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 16 | standardDataset=230/230 (100.00%) | catalogueDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:11
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 17
Scenario seed: -5603982636816805098

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 74.12%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2329
Passengers seated: 226/228
Average waiting ticks: 384.43
Longest waiting passenger: P22->29F(LEFT)
Longest waiting ticks: 2256

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 24
Regions dissolved: 2
Repeated reconstructions avoided: 24
Largest region lifetime: 17
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=17
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1590
Maximum occupied tiles: 12
Seat events: 116
Single-blocker events: 23
Multiple-blocker events: 10
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1694
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1648
Reservations granted: 1639
Reservations denied/waited: 9
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3986
Longest unresolved passenger ID: 47
Longest unresolved row: 29
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P47(29B/LEFT) -> P22(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 47
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8174
Total stationary ticks: 92549
Seat-event requests: 1757
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 22
Critical blocker identity: P22->29F(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P22(29F/LEFT/WAITING_FOR_SEAT_EVENT)
  P47(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1519
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 30|31|32
Critical blocker unavailable yield tiles: 31|32
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 12
Rear-boundary failures: 1519
Middle-bank reservation failures: 9
Active-event deferrals: 553
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 30|31|32
Current unavailable yield tiles: 31|32
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:11
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 17
Scenario seed: -5603982636816805098

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 78.95%
Aisle-assignment balance: 94.74%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 853
Passengers seated: 228/228
Average waiting ticks: 375.66
Longest waiting passenger: P216->11E(RIGHT)
Longest waiting ticks: 821

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1522
Maximum occupied tiles: 11
Seat events: 108
Single-blocker events: 19
Multiple-blocker events: 0
Temporary aisle reoccupations: 19

RIGHT AISLE
-----------
Total moves: 1740
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 31
Multiple-blocker events: 0
Temporary aisle reoccupations: 31

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 108
Reservations granted: 108
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4889
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5689
Total stationary ticks: 89828
Seat-event requests: 228
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 433
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 433
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 228\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 1\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 17 | standardDataset=226/228 (99.12%) | catalogueDataset=228/228 (100.00%) | seatedDelta=+2 | completionDelta=+0.88% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | catalogueWorse=false | standardFamily=REAR_BOUNDARY_LOCK | catalogueFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:11
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 18
Scenario seed: -29016899169270240

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1018
Passengers seated: 282/282
Average waiting ticks: 460.86
Longest waiting passenger: P39->31A(LEFT)
Longest waiting ticks: 950

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2171
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 41
Multiple-blocker events: 12
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 2188
Maximum occupied tiles: 11
Seat events: 138
Single-blocker events: 39
Multiple-blocker events: 20
Temporary aisle reoccupations: 79

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 101
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5629
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7092
Total stationary ticks: 134758
Seat-event requests: 293
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 749
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 749
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:11
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 18
Scenario seed: -29016899169270240

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 68.09%
Aisle-assignment balance: 90.78%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1086
Passengers seated: 282/282
Average waiting ticks: 462.25
Longest waiting passenger: P279->28C(LEFT)
Longest waiting ticks: 1002

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2343
Maximum occupied tiles: 15
Seat events: 154
Single-blocker events: 31
Multiple-blocker events: 3
Temporary aisle reoccupations: 37

RIGHT AISLE
-----------
Total moves: 1984
Maximum occupied tiles: 16
Seat events: 128
Single-blocker events: 3
Multiple-blocker events: 3
Temporary aisle reoccupations: 9

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 92
Reservations granted: 92
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7683
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8624
Total stationary ticks: 137277
Seat-event requests: 282
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 429
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 429
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 282\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 2\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 18 | standardDataset=282/282 (100.00%) | catalogueDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:11
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 19
Scenario seed: -1022932693840430131

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.20%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1270
Passengers seated: 353/353
Average waiting ticks: 595.20
Longest waiting passenger: P228->31D(RIGHT)
Longest waiting ticks: 1217

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 5
Clusters detected: 5
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:region=R5:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 5
Region updates: 107
Regions dissolved: 5
Repeated reconstructions avoided: 107
Largest region lifetime: 32
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R5:lifetime=8
Confirmation deferral ticks: 7
Regions reaching confirmation: 2
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3031
Maximum occupied tiles: 15
Seat events: 176
Single-blocker events: 50
Multiple-blocker events: 27
Temporary aisle reoccupations: 110

RIGHT AISLE
-----------
Total moves: 3177
Maximum occupied tiles: 13
Seat events: 177
Single-blocker events: 51
Multiple-blocker events: 34
Temporary aisle reoccupations: 129

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 160
Reservations granted: 158
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7492
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9457
Total stationary ticks: 216460
Seat-event requests: 384
Failed seat-event starts: 31

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 994
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 31
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 994
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 11\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:11
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 19
Scenario seed: -1022932693840430131

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 28.33%
Blocker-prone seat share (topology component): 61.19%
Aisle-assignment balance: 98.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1270
Passengers seated: 353/353
Average waiting ticks: 585.08
Longest waiting passenger: P292->11H(RIGHT)
Longest waiting ticks: 1236

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2964
Maximum occupied tiles: 14
Seat events: 173
Single-blocker events: 35
Multiple-blocker events: 5
Temporary aisle reoccupations: 45

RIGHT AISLE
-----------
Total moves: 3150
Maximum occupied tiles: 16
Seat events: 180
Single-blocker events: 38
Multiple-blocker events: 5
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 142
Reservations granted: 142
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 9275
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 10496
Total stationary ticks: 214678
Seat-event requests: 356
Failed seat-event starts: 3

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 660
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 3
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 660
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 356\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 19 | standardDataset=353/353 (100.00%) | catalogueDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:11
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 20
Scenario seed: 7778104721219760133

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 65.69%
Aisle-assignment balance: 98.54%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 274/274
Average waiting ticks: 448.40
Longest waiting passenger: P182->28I(RIGHT)
Longest waiting ticks: 944

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 13
Seat events: 135
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 2076
Maximum occupied tiles: 12
Seat events: 139
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 92
Reservations granted: 92
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5548
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6972
Total stationary ticks: 127697
Seat-event requests: 284
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 677
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 677
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 284\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:11
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 20
Scenario seed: 7778104721219760133

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 32.48%
Blocker-prone seat share (topology component): 70.07%
Aisle-assignment balance: 93.43%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1028
Passengers seated: 274/274
Average waiting ticks: 450.66
Longest waiting passenger: P266->22C(LEFT)
Longest waiting ticks: 970

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2212
Maximum occupied tiles: 10
Seat events: 146
Single-blocker events: 30
Multiple-blocker events: 5
Temporary aisle reoccupations: 40

RIGHT AISLE
-----------
Total moves: 1984
Maximum occupied tiles: 13
Seat events: 128
Single-blocker events: 5
Multiple-blocker events: 5
Temporary aisle reoccupations: 15

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 89
Reservations granted: 89
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6269
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7087
Total stationary ticks: 128901
Seat-event requests: 276
Failed seat-event starts: 2

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 405
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 2
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 405
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 276\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 20 | standardDataset=274/274 (100.00%) | catalogueDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:11
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 21
Scenario seed: -6050252773158139437

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.90%
Blocker-prone seat share (topology component): 75.52%
Aisle-assignment balance: 98.96%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 686
Passengers seated: 192/192
Average waiting ticks: 311.75
Longest waiting passenger: P131->5H(RIGHT)
Longest waiting ticks: 644

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1430
Maximum occupied tiles: 11
Seat events: 95
Single-blocker events: 26
Multiple-blocker events: 4
Temporary aisle reoccupations: 34

RIGHT AISLE
-----------
Total moves: 1368
Maximum occupied tiles: 11
Seat events: 97
Single-blocker events: 22
Multiple-blocker events: 5
Temporary aisle reoccupations: 32

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3532
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4379
Total stationary ticks: 62831
Seat-event requests: 195
Failed seat-event starts: 3

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 442
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 3
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 442
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 195\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:11
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 21
Scenario seed: -6050252773158139437

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 35.94%
Blocker-prone seat share (topology component): 90.63%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 694
Passengers seated: 192/192
Average waiting ticks: 311.29
Longest waiting passenger: P148->8G(RIGHT)
Longest waiting ticks: 676

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1270
Maximum occupied tiles: 10
Seat events: 93
Single-blocker events: 14
Multiple-blocker events: 0
Temporary aisle reoccupations: 14

RIGHT AISLE
-----------
Total moves: 1485
Maximum occupied tiles: 13
Seat events: 99
Single-blocker events: 14
Multiple-blocker events: 0
Temporary aisle reoccupations: 14

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 75
Reservations granted: 75
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4331
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4853
Total stationary ticks: 63468
Seat-event requests: 192
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 293
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 293
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 192\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 21 | standardDataset=192/192 (100.00%) | catalogueDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:11
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 22
Scenario seed: -7549248447377455043

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.43%
Blocker-prone seat share (topology component): 60.46%
Aisle-assignment balance: 98.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1115
Passengers seated: 306/306
Average waiting ticks: 511.00
Longest waiting passenger: P126->23H(RIGHT)
Longest waiting ticks: 1059

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles22-26:occupied=4:anchor=P169:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 16
Regions dissolved: 1
Repeated reconstructions avoided: 16
Largest region lifetime: 17
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=17
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2720
Maximum occupied tiles: 13
Seat events: 150
Single-blocker events: 49
Multiple-blocker events: 12
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 2575
Maximum occupied tiles: 12
Seat events: 156
Single-blocker events: 35
Multiple-blocker events: 19
Temporary aisle reoccupations: 77

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 128
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6519
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8050
Total stationary ticks: 161843
Seat-event requests: 321
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 882
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 882
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 320\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:11
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 22
Scenario seed: -7549248447377455043

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 28.10%
Blocker-prone seat share (topology component): 70.59%
Aisle-assignment balance: 90.20%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1179
Passengers seated: 306/306
Average waiting ticks: 509.44
Longest waiting passenger: P298->13H(RIGHT)
Longest waiting ticks: 1150

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 16
Multiple-blocker events: 1
Temporary aisle reoccupations: 18

RIGHT AISLE
-----------
Total moves: 2935
Maximum occupied tiles: 14
Seat events: 168
Single-blocker events: 29
Multiple-blocker events: 1
Temporary aisle reoccupations: 31

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 117
Reservations granted: 115
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8004
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8870
Total stationary ticks: 162976
Seat-event requests: 306
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 409
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 409
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 308\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 22 | standardDataset=306/306 (100.00%) | catalogueDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:11
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 23
Scenario seed: 4519082988640820556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 75.44%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 825
Passengers seated: 228/228
Average waiting ticks: 367.85
Longest waiting passenger: P154->11C(RIGHT)
Longest waiting ticks: 787

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1559
Maximum occupied tiles: 14
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 14
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 1754
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 29
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 123
Reservations granted: 123
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4498
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5596
Total stationary ticks: 87691
Seat-event requests: 238
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 544
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 544
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:11
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 23
Scenario seed: 4519082988640820556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 78.95%
Aisle-assignment balance: 94.74%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 835
Passengers seated: 228/228
Average waiting ticks: 366.32
Longest waiting passenger: P215->11E(RIGHT)
Longest waiting ticks: 812

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1523
Maximum occupied tiles: 15
Seat events: 108
Single-blocker events: 21
Multiple-blocker events: 0
Temporary aisle reoccupations: 21

RIGHT AISLE
-----------
Total moves: 1740
Maximum occupied tiles: 14
Seat events: 120
Single-blocker events: 33
Multiple-blocker events: 0
Temporary aisle reoccupations: 33

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 108
Reservations granted: 108
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6117
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6862
Total stationary ticks: 88944
Seat-event requests: 228
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 370
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 370
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 228\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 23 | standardDataset=228/228 (100.00%) | catalogueDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:11
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 24
Scenario seed: 4297087376607226005

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 66.79%
Aisle-assignment balance: 99.27%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 970
Passengers seated: 274/274
Average waiting ticks: 452.86
Longest waiting passenger: P54->10G(RIGHT)
Longest waiting ticks: 925

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:tiles23-26:occupied=4:anchor=P246:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 22
Regions dissolved: 1
Repeated reconstructions avoided: 22
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=23
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2167
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 39
Multiple-blocker events: 14
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2041
Maximum occupied tiles: 12
Seat events: 136
Single-blocker events: 37
Multiple-blocker events: 11
Temporary aisle reoccupations: 59

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 93
Reservations granted: 93
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5016
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6316
Total stationary ticks: 128215
Seat-event requests: 287
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 710
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 710
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 286\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:11
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 24
Scenario seed: 4297087376607226005

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 31.02%
Blocker-prone seat share (topology component): 70.07%
Aisle-assignment balance: 93.43%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1036
Passengers seated: 274/274
Average waiting ticks: 454.02
Longest waiting passenger: P256->22E(LEFT)
Longest waiting ticks: 982

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2188
Maximum occupied tiles: 13
Seat events: 146
Single-blocker events: 27
Multiple-blocker events: 5
Temporary aisle reoccupations: 37

RIGHT AISLE
-----------
Total moves: 1984
Maximum occupied tiles: 15
Seat events: 128
Single-blocker events: 5
Multiple-blocker events: 5
Temporary aisle reoccupations: 15

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 90
Reservations granted: 90
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6528
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7430
Total stationary ticks: 130086
Seat-event requests: 276
Failed seat-event starts: 2

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 474
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 2
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 474
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 276\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 24 | standardDataset=274/274 (100.00%) | catalogueDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:11
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 25
Scenario seed: -1618752062860107760

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.39%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 90.20%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 797
Passengers seated: 204/204
Average waiting ticks: 336.86
Longest waiting passenger: P145->11G(RIGHT)
Longest waiting ticks: 754

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 7
Regions dissolved: 1
Repeated reconstructions avoided: 7
Largest region lifetime: 8
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=8
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1366
Maximum occupied tiles: 11
Seat events: 92
Single-blocker events: 18
Multiple-blocker events: 3
Temporary aisle reoccupations: 24

RIGHT AISLE
-----------
Total moves: 1550
Maximum occupied tiles: 14
Seat events: 112
Single-blocker events: 34
Multiple-blocker events: 14
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 110
Reservations granted: 108
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3670
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4541
Total stationary ticks: 71737
Seat-event requests: 212
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 442
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 442
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 214\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:11
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 25
Scenario seed: -1618752062860107760

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 34.31%
Blocker-prone seat share (topology component): 88.24%
Aisle-assignment balance: 99.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 742
Passengers seated: 204/204
Average waiting ticks: 331.05
Longest waiting passenger: P202->27E(RIGHT)
Longest waiting ticks: 698

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1415
Maximum occupied tiles: 9
Seat events: 101
Single-blocker events: 16
Multiple-blocker events: 0
Temporary aisle reoccupations: 16

RIGHT AISLE
-----------
Total moves: 1565
Maximum occupied tiles: 12
Seat events: 103
Single-blocker events: 18
Multiple-blocker events: 0
Temporary aisle reoccupations: 18

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 87
Reservations granted: 84
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4621
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5293
Total stationary ticks: 71582
Seat-event requests: 204
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 311
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 311
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 207\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 25 | standardDataset=204/204 (100.00%) | catalogueDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:11
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 26
Scenario seed: 7637717698422060553

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 59.36%
Aisle-assignment balance: 94.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1276
Passengers seated: 342/342
Average waiting ticks: 566.26
Longest waiting passenger: P248->26A(LEFT)
Longest waiting ticks: 1229

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 4
Largest detected cluster: 4
Selected release potential total: 5
Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 48
Regions dissolved: 3
Repeated reconstructions avoided: 48
Largest region lifetime: 31
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=31
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3173
Maximum occupied tiles: 15
Seat events: 181
Single-blocker events: 46
Multiple-blocker events: 25
Temporary aisle reoccupations: 103

RIGHT AISLE
-----------
Total moves: 2795
Maximum occupied tiles: 13
Seat events: 161
Single-blocker events: 49
Multiple-blocker events: 23
Temporary aisle reoccupations: 98

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 161
Reservations granted: 161
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7578
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9483
Total stationary ticks: 200246
Seat-event requests: 371
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 924
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 924
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 369\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:11
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 26
Scenario seed: 7637717698422060553

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 63.16%
Aisle-assignment balance: 94.74%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1258
Passengers seated: 342/342
Average waiting ticks: 564.24
Longest waiting passenger: P316->15F(RIGHT)
Longest waiting ticks: 1214

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2766
Maximum occupied tiles: 12
Seat events: 162
Single-blocker events: 32
Multiple-blocker events: 5
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 3150
Maximum occupied tiles: 16
Seat events: 180
Single-blocker events: 41
Multiple-blocker events: 5
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 136
Reservations granted: 135
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 9144
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 10124
Total stationary ticks: 200965
Seat-event requests: 344
Failed seat-event starts: 2

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 508
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 2
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 508
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 345\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 26 | standardDataset=342/342 (100.00%) | catalogueDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:11
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 27
Scenario seed: 7038436515696686281

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.46%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 784
Passengers seated: 216/216
Average waiting ticks: 348.83
Longest waiting passenger: P24->8D(LEFT)
Longest waiting ticks: 747

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles11-13:occupied=3:anchor=P209:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 14
Seat events: 111
Single-blocker events: 29
Multiple-blocker events: 17
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 1464
Maximum occupied tiles: 11
Seat events: 105
Single-blocker events: 24
Multiple-blocker events: 8
Temporary aisle reoccupations: 42

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 123
Reservations granted: 120
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4157
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5218
Total stationary ticks: 78912
Seat-event requests: 228
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 475
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 475
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 230\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:11
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 27
Scenario seed: 7038436515696686281

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 83.33%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 797
Passengers seated: 216/216
Average waiting ticks: 349.51
Longest waiting passenger: P211->29E(RIGHT)
Longest waiting ticks: 746

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1455
Maximum occupied tiles: 10
Seat events: 105
Single-blocker events: 16
Multiple-blocker events: 0
Temporary aisle reoccupations: 16

RIGHT AISLE
-----------
Total moves: 1666
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 22
Multiple-blocker events: 0
Temporary aisle reoccupations: 22

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 100
Reservations granted: 96
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4921
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5707
Total stationary ticks: 79834
Seat-event requests: 216
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 366
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 366
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 220\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 27 | standardDataset=216/216 (100.00%) | catalogueDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:11
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 28
Scenario seed: 3504961108606988885

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 66.06%
Aisle-assignment balance: 96.35%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 274/274
Average waiting ticks: 452.16
Longest waiting passenger: P162->5H(RIGHT)
Longest waiting ticks: 957

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles22-24:occupied=3:anchor=P175:selected=P83:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 15
Regions dissolved: 1
Repeated reconstructions avoided: 15
Largest region lifetime: 16
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=16
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2061
Maximum occupied tiles: 13
Seat events: 132
Single-blocker events: 31
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 2167
Maximum occupied tiles: 14
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 13
Temporary aisle reoccupations: 65

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 94
Reservations granted: 93
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5286
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6678
Total stationary ticks: 128384
Seat-event requests: 287
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 693
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 693
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 287\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:11
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 28
Scenario seed: 3504961108606988885

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 70.07%
Aisle-assignment balance: 93.43%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1041
Passengers seated: 274/274
Average waiting ticks: 449.80
Longest waiting passenger: P271->29E(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2229
Maximum occupied tiles: 15
Seat events: 146
Single-blocker events: 28
Multiple-blocker events: 3
Temporary aisle reoccupations: 34

RIGHT AISLE
-----------
Total moves: 1984
Maximum occupied tiles: 16
Seat events: 128
Single-blocker events: 3
Multiple-blocker events: 3
Temporary aisle reoccupations: 9

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 89
Reservations granted: 89
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7542
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8463
Total stationary ticks: 130002
Seat-event requests: 274
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 461
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 461
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 274\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 2\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 28 | standardDataset=274/274 (100.00%) | catalogueDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:11
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 29
Scenario seed: 8058727884467314553

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 67.52%
Aisle-assignment balance: 95.62%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2418
Passengers seated: 258/274
Average waiting ticks: 468.27
Longest waiting passenger: P89->18D(RIGHT)
Longest waiting ticks: 2380

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 24
Cluster candidates evaluated: 47
Executable cluster candidates: 10
Rejected cluster candidates: 37
Cluster selections: 6
Cluster-selected events started: 6
Largest detected cluster: 16
Selected release potential total: 26
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1839
Regions dissolved: 2
Repeated reconstructions avoided: 1839
Largest region lifetime: 1771
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1771:occupied=16
Confirmation deferral ticks: 5
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1566
State changes reopening evaluation: 21
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2020
Maximum occupied tiles: 14
Seat events: 131
Single-blocker events: 43
Multiple-blocker events: 8
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 2227
Maximum occupied tiles: 22
Seat events: 127
Single-blocker events: 40
Multiple-blocker events: 10
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1630
Reservations granted: 1627
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 12
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 19602
Longest unresolved passenger ID: 90
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 9
Longest dependency chain: P137(25E/RIGHT) -> P94(27G/RIGHT) -> P190(24F/RIGHT) -> P24(25I/RIGHT) -> P88(28D/RIGHT) -> P102(27F/RIGHT) -> P87(31H/RIGHT) -> P184(31D/RIGHT) -> P20(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 137
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 12
Total blocked ticks: 32482
Total stationary ticks: 151925
Seat-event requests: 1882
Failed seat-event starts: 1624

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 20
Critical blocker identity: P20->28I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 8
Critical tree size including blocker: 9
Critical tree depth: 9
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 16
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 7
Critical blocker tree:
P20(28I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P184(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P87(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P102(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P88(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P24(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P190(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P94(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P137(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1605
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 29|30
Critical blocker yield-tile occupants: 13|153
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 3
Yield-tile occupied failures: 1605
Rear-boundary failures: 19
Middle-bank reservation failures: 3
Active-event deferrals: 1075
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 2
Yield-occupant trace: yieldOccupant[13]: P13(31G/RIGHT/MOVING_IN_AISLE@tile29) -> P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[153]: P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P153->30E(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P13{seat=31G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=29,directBlocker=153,lastMoveTick=698,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P153{seat=30E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=648,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 29|30
Current yield-tile occupants: 13|153
Final row-event chain: 20|13|153
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1880\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 7\nOccupied-space rejections: 3201\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:11
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 29
Scenario seed: 8058727884467314553

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 31.75%
Blocker-prone seat share (topology component): 70.07%
Aisle-assignment balance: 93.43%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1030
Passengers seated: 274/274
Average waiting ticks: 450.28
Longest waiting passenger: P269->26E(LEFT)
Longest waiting ticks: 972

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2188
Maximum occupied tiles: 13
Seat events: 146
Single-blocker events: 29
Multiple-blocker events: 5
Temporary aisle reoccupations: 39

RIGHT AISLE
-----------
Total moves: 1984
Maximum occupied tiles: 15
Seat events: 128
Single-blocker events: 5
Multiple-blocker events: 5
Temporary aisle reoccupations: 15

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 91
Reservations granted: 91
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6568
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7483
Total stationary ticks: 129109
Seat-event requests: 275
Failed seat-event starts: 1

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 479
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 479
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 275\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 29 | standardDataset=258/274 (94.16%) | catalogueDataset=274/274 (100.00%) | seatedDelta=+16 | completionDelta=+5.84% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | catalogueWorse=false | standardFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL | catalogueFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:11
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 30
Scenario seed: 4796178364709272712

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 60.07%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1073
Passengers seated: 288/288
Average waiting ticks: 486.26
Longest waiting passenger: P242->22A(LEFT)
Longest waiting ticks: 1020

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles24-27:occupied=3:anchor=P272:selected=P258:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 13
Regions dissolved: 1
Repeated reconstructions avoided: 13
Largest region lifetime: 14
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=14
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2587
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 40
Multiple-blocker events: 17
Temporary aisle reoccupations: 77

RIGHT AISLE
-----------
Total moves: 2427
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 36
Multiple-blocker events: 18
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 124
Reservations granted: 120
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6089
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7510
Total stationary ticks: 145204
Seat-event requests: 303
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 751
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 751
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 306\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
============================================================
Date/Time: 2026-07-16 11:15:11
Experiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 30
Scenario seed: 4796178364709272712

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE
Row-zone concentration (diagnostic control): 28.47%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 95.83%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1069
Passengers seated: 288/288
Average waiting ticks: 480.60
Longest waiting passenger: P277->5H(RIGHT)
Longest waiting ticks: 1013

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 11
Seat events: 138
Single-blocker events: 20
Multiple-blocker events: 5
Temporary aisle reoccupations: 30

RIGHT AISLE
-----------
Total moves: 2764
Maximum occupied tiles: 15
Seat events: 150
Single-blocker events: 26
Multiple-blocker events: 5
Temporary aisle reoccupations: 36

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 112
Reservations granted: 109
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7443
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8524
Total stationary ticks: 144980
Seat-event requests: 291
Failed seat-event starts: 3

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 580
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 2
Rear-boundary failures: 1
Middle-bank reservation failures: 3
Active-event deferrals: 580
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_BENCHMARK_CATALOGUE\nDeterministic replay mode: true\nNormal candidates examined: 294\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 30 | standardDataset=288/288 (100.00%) | catalogueDataset=288/288 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | catalogueWorse=false | standardFamily=COMPLETE_CABIN | catalogueFamily=COMPLETE_CABIN

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 09
DETERMINISTIC DEPENDENCY BENCHMARK CATALOGUE
************************************************************
Experiment seed: 1783790101901
Scenarios executed: 60
Successful completions: 56
Incomplete/MAX_TICKS: 4
Average completed ticks: 1038.05
Average waiting ticks: 421.43
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:56
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 1
Scenario seed: 7216130499227313205

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 66.79%
Aisle-assignment balance: 98.54%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 990
Passengers seated: 274/274
Average waiting ticks: 450.42
Longest waiting passenger: P233->32A(LEFT)
Longest waiting ticks: 921

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2125
Maximum occupied tiles: 12
Seat events: 139
Single-blocker events: 45
Multiple-blocker events: 13
Temporary aisle reoccupations: 71

RIGHT AISLE
-----------
Total moves: 2075
Maximum occupied tiles: 11
Seat events: 135
Single-blocker events: 41
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5198
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6411
Total stationary ticks: 127724
Seat-event requests: 284
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 632
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 632
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:56
Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 1
Scenario seed: 7216130499227313205

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 70.07%
Aisle-assignment balance: 93.43%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1033
Passengers seated: 274/274
Average waiting ticks: 450.06
Longest waiting passenger: P256->2C(LEFT)
Longest waiting ticks: 980

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2208
Maximum occupied tiles: 14
Seat events: 146
Single-blocker events: 28
Multiple-blocker events: 1
Temporary aisle reoccupations: 30

RIGHT AISLE
-----------
Total moves: 1984
Maximum occupied tiles: 14
Seat events: 128
Single-blocker events: 3
Multiple-blocker events: 2
Temporary aisle reoccupations: 7

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 90
Reservations granted: 90
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6947
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7933
Total stationary ticks: 129554
Seat-event requests: 275
Failed seat-event starts: 1

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 459
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 459
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 275\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 1\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 01 | standardDataset=274/274 (100.00%) | topologyDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | topologyWorse=false | standardFamily=COMPLETE_CABIN | topologyFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:56
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 2
Scenario seed: -5145057424286824451

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.48%
Blocker-prone seat share (topology component): 73.61%
Aisle-assignment balance: 94.44%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 799
Passengers seated: 216/216
Average waiting ticks: 351.06
Longest waiting passenger: P90->5C(LEFT)
Longest waiting ticks: 749

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 31
Regions dissolved: 2
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 12
Seat events: 114
Single-blocker events: 32
Multiple-blocker events: 9
Temporary aisle reoccupations: 52

RIGHT AISLE
-----------
Total moves: 1517
Maximum occupied tiles: 11
Seat events: 102
Single-blocker events: 19
Multiple-blocker events: 9
Temporary aisle reoccupations: 38

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 121
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3653
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4671
Total stationary ticks: 78797
Seat-event requests: 225
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 229\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:56
Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 2
Scenario seed: -5145057424286824451

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 83.33%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 768
Passengers seated: 216/216
Average waiting ticks: 348.94
Longest waiting passenger: P213->10E(RIGHT)
Longest waiting ticks: 746

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1455
Maximum occupied tiles: 11
Seat events: 105
Single-blocker events: 16
Multiple-blocker events: 0
Temporary aisle reoccupations: 16

RIGHT AISLE
-----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 111
Single-blocker events: 23
Multiple-blocker events: 0
Temporary aisle reoccupations: 23

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5042
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5669
Total stationary ticks: 79764
Seat-event requests: 216
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 290
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 290
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 219\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 02 | standardDataset=216/216 (100.00%) | topologyDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | topologyWorse=false | standardFamily=COMPLETE_CABIN | topologyFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:56
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 3
Scenario seed: 3757159740356003327

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.65%
Blocker-prone seat share (topology component): 60.53%
Aisle-assignment balance: 98.83%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1266
Passengers seated: 342/342
Average waiting ticks: 588.90
Longest waiting passenger: P156->23B(LEFT)
Longest waiting ticks: 1212

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3072
Maximum occupied tiles: 14
Seat events: 173
Single-blocker events: 56
Multiple-blocker events: 25
Temporary aisle reoccupations: 111

RIGHT AISLE
-----------
Total moves: 2968
Maximum occupied tiles: 12
Seat events: 169
Single-blocker events: 49
Multiple-blocker events: 22
Temporary aisle reoccupations: 96

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 147
Reservations granted: 143
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6815
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8177
Total stationary ticks: 206919
Seat-event requests: 351
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 758
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 758
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 355\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:56
Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 3
Scenario seed: 3757159740356003327

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Row-zone concentration (diagnostic control): 27.49%
Blocker-prone seat share (topology component): 63.16%
Aisle-assignment balance: 94.74%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1295
Passengers seated: 342/342
Average waiting ticks: 578.13
Longest waiting passenger: P301->5H(RIGHT)
Longest waiting ticks: 1237

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2708
Maximum occupied tiles: 12
Seat events: 162
Single-blocker events: 25
Multiple-blocker events: 2
Temporary aisle reoccupations: 29

RIGHT AISLE
-----------
Total moves: 3150
Maximum occupied tiles: 15
Seat events: 180
Single-blocker events: 39
Multiple-blocker events: 1
Temporary aisle reoccupations: 41

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 132
Reservations granted: 132
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8648
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9733
Total stationary ticks: 205329
Seat-event requests: 342
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 541
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 541
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 342\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 03 | standardDataset=342/342 (100.00%) | topologyDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | topologyWorse=false | standardFamily=COMPLETE_CABIN | topologyFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:56
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 4
Scenario seed: 4505242574357131631

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.49%
Aisle-assignment balance: 91.18%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2255
Passengers seated: 200/204
Average waiting ticks: 339.50
Longest waiting passenger: P88->29C(RIGHT)
Longest waiting ticks: 2194

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1498
Regions dissolved: 0
Repeated reconstructions avoided: 1498
Largest region lifetime: 1499
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1499:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1496
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1348
Maximum occupied tiles: 11
Seat events: 93
Single-blocker events: 18
Multiple-blocker events: 4
Temporary aisle reoccupations: 26

RIGHT AISLE
-----------
Total moves: 1644
Maximum occupied tiles: 13
Seat events: 107
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1613
Reservations granted: 1609
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 4973
Longest unresolved passenger ID: 201
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P147(28E/RIGHT) -> P139(29G/RIGHT) -> P201(30D/RIGHT) -> P88(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 147
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 11024
Total stationary ticks: 77119
Seat-event requests: 1709
Failed seat-event starts: 1509

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 88
Critical blocker identity: P88->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 4
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P88(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P201(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P139(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P147(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 4
Rear-boundary failures: 1505
Middle-bank reservation failures: 4
Active-event deferrals: 595
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1714\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:56
Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 4
Scenario seed: 4505242574357131631

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Row-zone concentration (diagnostic control): 34.31%
Blocker-prone seat share (topology component): 88.24%
Aisle-assignment balance: 99.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 721
Passengers seated: 204/204
Average waiting ticks: 326.63
Longest waiting passenger: P153->8F(RIGHT)
Longest waiting ticks: 698

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1415
Maximum occupied tiles: 14
Seat events: 101
Single-blocker events: 13
Multiple-blocker events: 0
Temporary aisle reoccupations: 13

RIGHT AISLE
-----------
Total moves: 1565
Maximum occupied tiles: 13
Seat events: 103
Single-blocker events: 16
Multiple-blocker events: 0
Temporary aisle reoccupations: 16

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 84
Reservations granted: 84
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5141
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5807
Total stationary ticks: 71167
Seat-event requests: 204
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 345
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 345
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 205\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 04 | standardDataset=200/204 (98.04%) | topologyDataset=204/204 (100.00%) | seatedDelta=+4 | completionDelta=+1.96% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | topologyWorse=false | standardFamily=REAR_BOUNDARY_LOCK | topologyFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:56
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 5
Scenario seed: -6826745434564669881

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 870
Passengers seated: 235/235
Average waiting ticks: 386.29
Longest waiting passenger: P138->20E(RIGHT)
Longest waiting ticks: 843

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1722
Maximum occupied tiles: 12
Seat events: 113
Single-blocker events: 30
Multiple-blocker events: 8
Temporary aisle reoccupations: 48

RIGHT AISLE
-----------
Total moves: 1667
Maximum occupied tiles: 10
Seat events: 122
Single-blocker events: 34
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4517
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5593
Total stationary ticks: 94540
Seat-event requests: 245
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 566
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 566
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:56
Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 5
Scenario seed: -6826745434564669881

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 76.60%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 857
Passengers seated: 235/235
Average waiting ticks: 383.89
Longest waiting passenger: P213->29E(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1610
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 27
Multiple-blocker events: 0
Temporary aisle reoccupations: 27

RIGHT AISLE
-----------
Total moves: 1740
Maximum occupied tiles: 12
Seat events: 120
Single-blocker events: 32
Multiple-blocker events: 0
Temporary aisle reoccupations: 32

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 118
Reservations granted: 115
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5468
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6181
Total stationary ticks: 94922
Seat-event requests: 235
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 362
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 362
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 1\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 05 | standardDataset=235/235 (100.00%) | topologyDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | topologyWorse=false | standardFamily=COMPLETE_CABIN | topologyFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:56
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 6
Scenario seed: 2513822240434754174

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.82%
Blocker-prone seat share (topology component): 77.94%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 731
Passengers seated: 204/204
Average waiting ticks: 331.67
Longest waiting passenger: P8->20F(RIGHT)
Longest waiting ticks: 685

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1499
Maximum occupied tiles: 14
Seat events: 102
Single-blocker events: 24
Multiple-blocker events: 8
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1479
Maximum occupied tiles: 12
Seat events: 102
Single-blocker events: 30
Multiple-blocker events: 6
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3601
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4643
Total stationary ticks: 70621
Seat-event requests: 210
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 585
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 585
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 210\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:56
Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 6
Scenario seed: 2513822240434754174

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Row-zone concentration (diagnostic control): 34.31%
Blocker-prone seat share (topology component): 88.24%
Aisle-assignment balance: 99.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 726
Passengers seated: 204/204
Average waiting ticks: 329.10
Longest waiting passenger: P148->6F(RIGHT)
Longest waiting ticks: 698

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1415
Maximum occupied tiles: 11
Seat events: 101
Single-blocker events: 12
Multiple-blocker events: 0
Temporary aisle reoccupations: 12

RIGHT AISLE
-----------
Total moves: 1565
Maximum occupied tiles: 14
Seat events: 103
Single-blocker events: 15
Multiple-blocker events: 0
Temporary aisle reoccupations: 15

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 84
Reservations granted: 84
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5004
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5594
Total stationary ticks: 71538
Seat-event requests: 204
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 284
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 284
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 204\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 06 | standardDataset=204/204 (100.00%) | topologyDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | topologyWorse=false | standardFamily=COMPLETE_CABIN | topologyFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:56
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 7
Scenario seed: -4676738862831661214

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.80%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 98.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 772
Passengers seated: 216/216
Average waiting ticks: 349.32
Longest waiting passenger: P213->4C(LEFT)
Longest waiting ticks: 721

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 24
Regions dissolved: 2
Repeated reconstructions avoided: 24
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1563
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 21
Multiple-blocker events: 10
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1500
Maximum occupied tiles: 12
Seat events: 106
Single-blocker events: 24
Multiple-blocker events: 10
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 119
Reservations granted: 119
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3938
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5006
Total stationary ticks: 78770
Seat-event requests: 227
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 538
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 538
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 227\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:56
Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 7
Scenario seed: -4676738862831661214

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 83.33%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 776
Passengers seated: 216/216
Average waiting ticks: 349.09
Longest waiting passenger: P215->9E(RIGHT)
Longest waiting ticks: 745

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1455
Maximum occupied tiles: 12
Seat events: 105
Single-blocker events: 18
Multiple-blocker events: 0
Temporary aisle reoccupations: 18

RIGHT AISLE
-----------
Total moves: 1669
Maximum occupied tiles: 13
Seat events: 111
Single-blocker events: 22
Multiple-blocker events: 0
Temporary aisle reoccupations: 22

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 100
Reservations granted: 96
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5176
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5840
Total stationary ticks: 79934
Seat-event requests: 216
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 317
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 317
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 220\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 07 | standardDataset=216/216 (100.00%) | topologyDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | topologyWorse=false | standardFamily=COMPLETE_CABIN | topologyFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:56
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 8
Scenario seed: 2451708163553084058

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.05%
Blocker-prone seat share (topology component): 64.86%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 943
Passengers seated: 259/259
Average waiting ticks: 421.84
Longest waiting passenger: P256->9F(LEFT)
Longest waiting ticks: 901

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles10-13:occupied=3:anchor=P12:selected=P71:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2017
Maximum occupied tiles: 12
Seat events: 135
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1933
Maximum occupied tiles: 14
Seat events: 124
Single-blocker events: 35
Multiple-blocker events: 9
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 90
Reservations granted: 90
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5174
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6489
Total stationary ticks: 113674
Seat-event requests: 273
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 652
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 652
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 272\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:56
Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 8
Scenario seed: 2451708163553084058

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Row-zone concentration (diagnostic control): 32.05%
Blocker-prone seat share (topology component): 74.13%
Aisle-assignment balance: 98.84%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 924
Passengers seated: 259/259
Average waiting ticks: 421.65
Longest waiting passenger: P258->21C(LEFT)
Longest waiting ticks: 872

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1881
Maximum occupied tiles: 13
Seat events: 131
Single-blocker events: 19
Multiple-blocker events: 3
Temporary aisle reoccupations: 25

RIGHT AISLE
-----------
Total moves: 1984
Maximum occupied tiles: 14
Seat events: 128
Single-blocker events: 3
Multiple-blocker events: 2
Temporary aisle reoccupations: 7

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 81
Reservations granted: 81
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6356
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7144
Total stationary ticks: 114817
Seat-event requests: 259
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 383
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 383
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 259\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 08 | standardDataset=259/259 (100.00%) | topologyDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | topologyWorse=false | standardFamily=COMPLETE_CABIN | topologyFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:56
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 9
Scenario seed: 7260830704529197968

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 35.42%
Blocker-prone seat share (topology component): 75.52%
Aisle-assignment balance: 89.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 754
Passengers seated: 192/192
Average waiting ticks: 315.99
Longest waiting passenger: P145->3H(RIGHT)
Longest waiting ticks: 702

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P60:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1277
Maximum occupied tiles: 12
Seat events: 86
Single-blocker events: 13
Multiple-blocker events: 6
Temporary aisle reoccupations: 26

RIGHT AISLE
-----------
Total moves: 1496
Maximum occupied tiles: 11
Seat events: 106
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 105
Reservations granted: 102
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3411
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4220
Total stationary ticks: 63467
Seat-event requests: 203
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 413
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 413
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 205\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:56
Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 9
Scenario seed: 7260830704529197968

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Row-zone concentration (diagnostic control): 35.94%
Blocker-prone seat share (topology component): 90.63%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 692
Passengers seated: 192/192
Average waiting ticks: 309.48
Longest waiting passenger: P158->7G(RIGHT)
Longest waiting ticks: 668

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1236
Maximum occupied tiles: 12
Seat events: 93
Single-blocker events: 11
Multiple-blocker events: 0
Temporary aisle reoccupations: 11

RIGHT AISLE
-----------
Total moves: 1485
Maximum occupied tiles: 13
Seat events: 99
Single-blocker events: 12
Multiple-blocker events: 0
Temporary aisle reoccupations: 12

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 77
Reservations granted: 76
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4647
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5257
Total stationary ticks: 63510
Seat-event requests: 192
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 305
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 305
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 193\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 09 | standardDataset=192/192 (100.00%) | topologyDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | topologyWorse=false | standardFamily=COMPLETE_CABIN | topologyFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:56
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 10
Scenario seed: -447105676847956095

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.36%
Blocker-prone seat share (topology component): 59.65%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1251
Passengers seated: 342/342
Average waiting ticks: 564.00
Longest waiting passenger: P179->11J(RIGHT)
Longest waiting ticks: 1169

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 5
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: RIGHT:tiles10-14:occupied=4:anchor=P314:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 91
Regions dissolved: 4
Repeated reconstructions avoided: 91
Largest region lifetime: 46
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=46
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 4
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2926
Maximum occupied tiles: 12
Seat events: 165
Single-blocker events: 39
Multiple-blocker events: 30
Temporary aisle reoccupations: 103

RIGHT AISLE
-----------
Total moves: 3031
Maximum occupied tiles: 15
Seat events: 177
Single-blocker events: 40
Multiple-blocker events: 31
Temporary aisle reoccupations: 107

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 163
Reservations granted: 162
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7775
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9654
Total stationary ticks: 199662
Seat-event requests: 376
Failed seat-event starts: 34

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 889
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 34
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 889
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 10\nOccupied-space rejections: 41\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:56
Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 10
Scenario seed: -447105676847956095

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Row-zone concentration (diagnostic control): 27.49%
Blocker-prone seat share (topology component): 63.16%
Aisle-assignment balance: 94.74%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2731
Passengers seated: 337/342
Average waiting ticks: 571.80
Longest waiting passenger: P296->34F(RIGHT)
Longest waiting ticks: 2682

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 3
Cluster candidates evaluated: 3
Executable cluster candidates: 0
Rejected cluster candidates: 3
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1593
Regions dissolved: 0
Repeated reconstructions avoided: 1593
Largest region lifetime: 1594
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1594:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1530
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2747
Maximum occupied tiles: 15
Seat events: 162
Single-blocker events: 28
Multiple-blocker events: 3
Temporary aisle reoccupations: 34

RIGHT AISLE
-----------
Total moves: 3146
Maximum occupied tiles: 15
Seat events: 175
Single-blocker events: 36
Multiple-blocker events: 1
Temporary aisle reoccupations: 38

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1672
Reservations granted: 1667
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 9448
Longest unresolved passenger ID: 293
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P300(33F/RIGHT) -> P299(35H/RIGHT) -> P296(34F/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 300
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 18508
Total stationary ticks: 208796
Seat-event requests: 1872
Failed seat-event starts: 1535

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 296
Critical blocker identity: P296->34F(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P296(34F/RIGHT/WAITING_FOR_SEAT_EVENT)
  P299(35H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P300(33F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1535
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 35
Critical blocker unavailable yield tiles: 35
Critical blocker yield-tile occupants: 293
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1535
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 603
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[293]: P293(36H/RIGHT/MOVING_IN_AISLE@tile35) -> P298(36F/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P298->36F(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P293{seat=36H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=35,directBlocker=298,lastMoveTick=1129,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 35
Current unavailable yield tiles: 35
Current yield-tile occupants: 293
Final row-event chain: 296|293|298
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1878\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 1536\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 10 | standardDataset=342/342 (100.00%) | topologyDataset=337/342 (98.54%) | seatedDelta=-5 | completionDelta=-1.46% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | topologyWorse=true | standardFamily=COMPLETE_CABIN | topologyFamily=MOVING_PASSENGER_YIELD_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:56
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 11
Scenario seed: 3638877016897499986

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 29.57%
Blocker-prone seat share (topology component): 66.96%
Aisle-assignment balance: 99.13%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 804
Passengers seated: 230/230
Average waiting ticks: 370.66
Longest waiting passenger: P111->9B(LEFT)
Longest waiting ticks: 763

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1700
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 28
Multiple-blocker events: 8
Temporary aisle reoccupations: 44

RIGHT AISLE
-----------
Total moves: 1814
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 38
Multiple-blocker events: 7
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 78
Reservations granted: 78
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4669
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5600
Total stationary ticks: 89203
Seat-event requests: 235
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 461
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 461
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 235\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:56
Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 11
Scenario seed: 3638877016897499986

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Row-zone concentration (diagnostic control): 32.61%
Blocker-prone seat share (topology component): 83.48%
Aisle-assignment balance: 94.78%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 859
Passengers seated: 230/230
Average waiting ticks: 371.39
Longest waiting passenger: P206->20B(LEFT)
Longest waiting ticks: 778

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1744
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 15
Multiple-blocker events: 3
Temporary aisle reoccupations: 21

RIGHT AISLE
-----------
Total moves: 1761
Maximum occupied tiles: 14
Seat events: 109
Single-blocker events: 2
Multiple-blocker events: 2
Temporary aisle reoccupations: 6

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 77
Reservations granted: 77
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5991
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6717
Total stationary ticks: 90747
Seat-event requests: 230
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 363
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 363
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 230\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 11 | standardDataset=230/230 (100.00%) | topologyDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | topologyWorse=false | standardFamily=COMPLETE_CABIN | topologyFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:56
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 12
Scenario seed: -8976697486543855838

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 36.46%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 705
Passengers seated: 192/192
Average waiting ticks: 319.16
Longest waiting passenger: P84->11G(RIGHT)
Longest waiting ticks: 676

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: LEFT:tiles9-11:occupied=3:anchor=P136:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 40
Regions dissolved: 2
Repeated reconstructions avoided: 40
Largest region lifetime: 31
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=11
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1421
Maximum occupied tiles: 12
Seat events: 96
Single-blocker events: 23
Multiple-blocker events: 7
Temporary aisle reoccupations: 40

RIGHT AISLE
-----------
Total moves: 1396
Maximum occupied tiles: 11
Seat events: 96
Single-blocker events: 19
Multiple-blocker events: 6
Temporary aisle reoccupations: 31

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 100
Reservations granted: 100
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3355
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4022
Total stationary ticks: 63983
Seat-event requests: 201
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 348
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 348
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 199\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:56
Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 12
Scenario seed: -8976697486543855838

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Row-zone concentration (diagnostic control): 36.46%
Blocker-prone seat share (topology component): 90.63%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 704
Passengers seated: 192/192
Average waiting ticks: 313.45
Longest waiting passenger: P149->9F(RIGHT)
Longest waiting ticks: 678

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1310
Maximum occupied tiles: 12
Seat events: 93
Single-blocker events: 12
Multiple-blocker events: 0
Temporary aisle reoccupations: 12

RIGHT AISLE
-----------
Total moves: 1485
Maximum occupied tiles: 13
Seat events: 99
Single-blocker events: 10
Multiple-blocker events: 0
Temporary aisle reoccupations: 10

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 75
Reservations granted: 75
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4683
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5169
Total stationary ticks: 64264
Seat-event requests: 192
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 247
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 247
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 192\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 12 | standardDataset=192/192 (100.00%) | topologyDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | topologyWorse=false | standardFamily=COMPLETE_CABIN | topologyFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:56
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 13
Scenario seed: 1058713798284952297

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.12%
Blocker-prone seat share (topology component): 61.11%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1097
Passengers seated: 306/306
Average waiting ticks: 507.68
Longest waiting passenger: P240->4A(LEFT)
Longest waiting ticks: 1037

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2758
Maximum occupied tiles: 12
Seat events: 153
Single-blocker events: 44
Multiple-blocker events: 15
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 2622
Maximum occupied tiles: 14
Seat events: 153
Single-blocker events: 37
Multiple-blocker events: 23
Temporary aisle reoccupations: 87

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 132
Reservations granted: 132
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6586
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7836
Total stationary ticks: 160799
Seat-event requests: 318
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 715
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 715
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 318\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:56
Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 13
Scenario seed: 1058713798284952297

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Row-zone concentration (diagnostic control): 28.76%
Blocker-prone seat share (topology component): 70.59%
Aisle-assignment balance: 90.20%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1186
Passengers seated: 306/306
Average waiting ticks: 510.41
Longest waiting passenger: P280->16F(RIGHT)
Longest waiting ticks: 1146

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 17
Multiple-blocker events: 3
Temporary aisle reoccupations: 23

RIGHT AISLE
-----------
Total moves: 2997
Maximum occupied tiles: 15
Seat events: 168
Single-blocker events: 32
Multiple-blocker events: 1
Temporary aisle reoccupations: 34

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 122
Reservations granted: 119
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8389
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9294
Total stationary ticks: 163617
Seat-event requests: 307
Failed seat-event starts: 1

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 461
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 461
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 310\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 2\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 13 | standardDataset=306/306 (100.00%) | topologyDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | topologyWorse=false | standardFamily=COMPLETE_CABIN | topologyFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:56
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 14
Scenario seed: -2382699513390452918

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 824
Passengers seated: 235/235
Average waiting ticks: 380.83
Longest waiting passenger: P179->6D(RIGHT)
Longest waiting ticks: 806

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 7
Selected release potential total: 6
Last cluster decision: LEFT:tiles9-14:occupied=6:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 31
Regions dissolved: 1
Repeated reconstructions avoided: 31
Largest region lifetime: 32
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=32
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1734
Maximum occupied tiles: 13
Seat events: 116
Single-blocker events: 33
Multiple-blocker events: 9
Temporary aisle reoccupations: 53

RIGHT AISLE
-----------
Total moves: 1702
Maximum occupied tiles: 14
Seat events: 119
Single-blocker events: 32
Multiple-blocker events: 13
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 130
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4717
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5966
Total stationary ticks: 93608
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 576
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 576
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:56
Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 14
Scenario seed: -2382699513390452918

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 76.60%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 841
Passengers seated: 235/235
Average waiting ticks: 381.15
Longest waiting passenger: P220->8E(RIGHT)
Longest waiting ticks: 806

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1632
Maximum occupied tiles: 14
Seat events: 115
Single-blocker events: 27
Multiple-blocker events: 0
Temporary aisle reoccupations: 27

RIGHT AISLE
-----------
Total moves: 1740
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 33
Multiple-blocker events: 0
Temporary aisle reoccupations: 33

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 117
Reservations granted: 116
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5743
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6490
Total stationary ticks: 94601
Seat-event requests: 236
Failed seat-event starts: 1

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 354
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 354
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 237\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 1\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 14 | standardDataset=235/235 (100.00%) | topologyDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | topologyWorse=false | standardFamily=COMPLETE_CABIN | topologyFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:56
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 15
Scenario seed: 7910158282638001386

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.66%
Blocker-prone seat share (topology component): 66.41%
Aisle-assignment balance: 94.98%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 956
Passengers seated: 259/259
Average waiting ticks: 429.30
Longest waiting passenger: P57->12B(LEFT)
Longest waiting ticks: 922

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2045
Maximum occupied tiles: 13
Seat events: 136
Single-blocker events: 37
Multiple-blocker events: 14
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 1932
Maximum occupied tiles: 12
Seat events: 123
Single-blocker events: 32
Multiple-blocker events: 10
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 88
Reservations granted: 86
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5119
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6204
Total stationary ticks: 115474
Seat-event requests: 266
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 268\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:56
Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 15
Scenario seed: 7910158282638001386

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Row-zone concentration (diagnostic control): 31.66%
Blocker-prone seat share (topology component): 74.13%
Aisle-assignment balance: 98.84%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 936
Passengers seated: 259/259
Average waiting ticks: 425.62
Longest waiting passenger: P258->25C(LEFT)
Longest waiting ticks: 876

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1881
Maximum occupied tiles: 12
Seat events: 131
Single-blocker events: 21
Multiple-blocker events: 1
Temporary aisle reoccupations: 23

RIGHT AISLE
-----------
Total moves: 1984
Maximum occupied tiles: 13
Seat events: 128
Single-blocker events: 2
Multiple-blocker events: 1
Temporary aisle reoccupations: 4

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 82
Reservations granted: 82
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6217
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7075
Total stationary ticks: 115755
Seat-event requests: 259
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 410
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 410
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 259\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 15 | standardDataset=259/259 (100.00%) | topologyDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | topologyWorse=false | standardFamily=COMPLETE_CABIN | topologyFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:56
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 16
Scenario seed: 7835976452476775241

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.04%
Blocker-prone seat share (topology component): 66.52%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 837
Passengers seated: 230/230
Average waiting ticks: 384.82
Longest waiting passenger: P49->16A(LEFT)
Longest waiting ticks: 780

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles16-18:occupied=3:anchor=P49:selected=P151:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1782
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 28
Multiple-blocker events: 8
Temporary aisle reoccupations: 44

RIGHT AISLE
-----------
Total moves: 1724
Maximum occupied tiles: 10
Seat events: 115
Single-blocker events: 33
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 79
Reservations granted: 79
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4064
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4973
Total stationary ticks: 91828
Seat-event requests: 239
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 468
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 468
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:56
Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 16
Scenario seed: 7835976452476775241

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Row-zone concentration (diagnostic control): 32.61%
Blocker-prone seat share (topology component): 83.48%
Aisle-assignment balance: 94.78%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 874
Passengers seated: 230/230
Average waiting ticks: 380.08
Longest waiting passenger: P208->27D(LEFT)
Longest waiting ticks: 799

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 15
Multiple-blocker events: 2
Temporary aisle reoccupations: 19

RIGHT AISLE
-----------
Total moves: 1761
Maximum occupied tiles: 14
Seat events: 109
Single-blocker events: 2
Multiple-blocker events: 2
Temporary aisle reoccupations: 6

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 76
Reservations granted: 76
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5698
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6367
Total stationary ticks: 92461
Seat-event requests: 230
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 313
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 313
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 230\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 16 | standardDataset=230/230 (100.00%) | topologyDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | topologyWorse=false | standardFamily=COMPLETE_CABIN | topologyFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:57
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 17
Scenario seed: -5603982636816805098

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 74.12%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2329
Passengers seated: 226/228
Average waiting ticks: 384.43
Longest waiting passenger: P22->29F(LEFT)
Longest waiting ticks: 2256

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 24
Regions dissolved: 2
Repeated reconstructions avoided: 24
Largest region lifetime: 17
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=17
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1590
Maximum occupied tiles: 12
Seat events: 116
Single-blocker events: 23
Multiple-blocker events: 10
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1694
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1648
Reservations granted: 1639
Reservations denied/waited: 9
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3986
Longest unresolved passenger ID: 47
Longest unresolved row: 29
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P47(29B/LEFT) -> P22(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 47
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8174
Total stationary ticks: 92549
Seat-event requests: 1757
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 22
Critical blocker identity: P22->29F(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P22(29F/LEFT/WAITING_FOR_SEAT_EVENT)
  P47(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1519
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 30|31|32
Critical blocker unavailable yield tiles: 31|32
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 12
Rear-boundary failures: 1519
Middle-bank reservation failures: 9
Active-event deferrals: 553
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 30|31|32
Current unavailable yield tiles: 31|32
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:57
Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 17
Scenario seed: -5603982636816805098

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 78.95%
Aisle-assignment balance: 94.74%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 852
Passengers seated: 228/228
Average waiting ticks: 374.41
Longest waiting passenger: P216->11E(RIGHT)
Longest waiting ticks: 812

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1522
Maximum occupied tiles: 11
Seat events: 108
Single-blocker events: 20
Multiple-blocker events: 0
Temporary aisle reoccupations: 20

RIGHT AISLE
-----------
Total moves: 1740
Maximum occupied tiles: 14
Seat events: 120
Single-blocker events: 31
Multiple-blocker events: 0
Temporary aisle reoccupations: 31

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 108
Reservations granted: 108
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5324
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5945
Total stationary ticks: 89955
Seat-event requests: 228
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 300
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 300
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 228\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 17 | standardDataset=226/228 (99.12%) | topologyDataset=228/228 (100.00%) | seatedDelta=+2 | completionDelta=+0.88% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | topologyWorse=false | standardFamily=REAR_BOUNDARY_LOCK | topologyFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:57
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 18
Scenario seed: -29016899169270240

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1018
Passengers seated: 282/282
Average waiting ticks: 460.86
Longest waiting passenger: P39->31A(LEFT)
Longest waiting ticks: 950

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2171
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 41
Multiple-blocker events: 12
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 2188
Maximum occupied tiles: 11
Seat events: 138
Single-blocker events: 39
Multiple-blocker events: 20
Temporary aisle reoccupations: 79

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 101
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5629
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7092
Total stationary ticks: 134758
Seat-event requests: 293
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 749
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 749
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:57
Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 18
Scenario seed: -29016899169270240

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 68.09%
Aisle-assignment balance: 90.78%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1088
Passengers seated: 282/282
Average waiting ticks: 465.68
Longest waiting passenger: P265->29E(LEFT)
Longest waiting ticks: 1020

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2343
Maximum occupied tiles: 12
Seat events: 154
Single-blocker events: 31
Multiple-blocker events: 1
Temporary aisle reoccupations: 33

RIGHT AISLE
-----------
Total moves: 1984
Maximum occupied tiles: 14
Seat events: 128
Single-blocker events: 2
Multiple-blocker events: 2
Temporary aisle reoccupations: 6

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 92
Reservations granted: 92
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6864
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7865
Total stationary ticks: 137415
Seat-event requests: 282
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 499
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 499
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 282\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 18 | standardDataset=282/282 (100.00%) | topologyDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | topologyWorse=false | standardFamily=COMPLETE_CABIN | topologyFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:57
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 19
Scenario seed: -1022932693840430131

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.20%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1270
Passengers seated: 353/353
Average waiting ticks: 595.20
Longest waiting passenger: P228->31D(RIGHT)
Longest waiting ticks: 1217

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 5
Clusters detected: 5
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:region=R5:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 5
Region updates: 107
Regions dissolved: 5
Repeated reconstructions avoided: 107
Largest region lifetime: 32
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R5:lifetime=8
Confirmation deferral ticks: 7
Regions reaching confirmation: 2
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3031
Maximum occupied tiles: 15
Seat events: 176
Single-blocker events: 50
Multiple-blocker events: 27
Temporary aisle reoccupations: 110

RIGHT AISLE
-----------
Total moves: 3177
Maximum occupied tiles: 13
Seat events: 177
Single-blocker events: 51
Multiple-blocker events: 34
Temporary aisle reoccupations: 129

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 160
Reservations granted: 158
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7492
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9457
Total stationary ticks: 216460
Seat-event requests: 384
Failed seat-event starts: 31

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 994
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 31
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 994
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 11\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:57
Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 19
Scenario seed: -1022932693840430131

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Row-zone concentration (diagnostic control): 28.33%
Blocker-prone seat share (topology component): 61.19%
Aisle-assignment balance: 98.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1270
Passengers seated: 353/353
Average waiting ticks: 584.98
Longest waiting passenger: P292->11H(RIGHT)
Longest waiting ticks: 1236

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2964
Maximum occupied tiles: 14
Seat events: 173
Single-blocker events: 35
Multiple-blocker events: 1
Temporary aisle reoccupations: 37

RIGHT AISLE
-----------
Total moves: 3150
Maximum occupied tiles: 16
Seat events: 180
Single-blocker events: 38
Multiple-blocker events: 2
Temporary aisle reoccupations: 42

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 142
Reservations granted: 141
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 9617
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 10747
Total stationary ticks: 215035
Seat-event requests: 353
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 559
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 559
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 354\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 19 | standardDataset=353/353 (100.00%) | topologyDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | topologyWorse=false | standardFamily=COMPLETE_CABIN | topologyFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:57
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 20
Scenario seed: 7778104721219760133

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 65.69%
Aisle-assignment balance: 98.54%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 274/274
Average waiting ticks: 448.40
Longest waiting passenger: P182->28I(RIGHT)
Longest waiting ticks: 944

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 13
Seat events: 135
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 2076
Maximum occupied tiles: 12
Seat events: 139
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 92
Reservations granted: 92
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5548
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6972
Total stationary ticks: 127697
Seat-event requests: 284
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 677
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 677
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 284\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:57
Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 20
Scenario seed: 7778104721219760133

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Row-zone concentration (diagnostic control): 32.48%
Blocker-prone seat share (topology component): 70.07%
Aisle-assignment balance: 93.43%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1026
Passengers seated: 274/274
Average waiting ticks: 447.99
Longest waiting passenger: P266->22C(LEFT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2212
Maximum occupied tiles: 14
Seat events: 146
Single-blocker events: 27
Multiple-blocker events: 3
Temporary aisle reoccupations: 33

RIGHT AISLE
-----------
Total moves: 1984
Maximum occupied tiles: 14
Seat events: 128
Single-blocker events: 2
Multiple-blocker events: 2
Temporary aisle reoccupations: 6

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 89
Reservations granted: 89
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7124
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8048
Total stationary ticks: 129163
Seat-event requests: 274
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 407
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 407
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 274\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 20 | standardDataset=274/274 (100.00%) | topologyDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | topologyWorse=false | standardFamily=COMPLETE_CABIN | topologyFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:57
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 21
Scenario seed: -6050252773158139437

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.90%
Blocker-prone seat share (topology component): 75.52%
Aisle-assignment balance: 98.96%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 686
Passengers seated: 192/192
Average waiting ticks: 311.75
Longest waiting passenger: P131->5H(RIGHT)
Longest waiting ticks: 644

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1430
Maximum occupied tiles: 11
Seat events: 95
Single-blocker events: 26
Multiple-blocker events: 4
Temporary aisle reoccupations: 34

RIGHT AISLE
-----------
Total moves: 1368
Maximum occupied tiles: 11
Seat events: 97
Single-blocker events: 22
Multiple-blocker events: 5
Temporary aisle reoccupations: 32

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3532
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4379
Total stationary ticks: 62831
Seat-event requests: 195
Failed seat-event starts: 3

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 442
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 3
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 442
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 195\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:57
Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 21
Scenario seed: -6050252773158139437

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Row-zone concentration (diagnostic control): 35.94%
Blocker-prone seat share (topology component): 90.63%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 692
Passengers seated: 192/192
Average waiting ticks: 310.69
Longest waiting passenger: P148->8G(RIGHT)
Longest waiting ticks: 674

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1270
Maximum occupied tiles: 10
Seat events: 93
Single-blocker events: 12
Multiple-blocker events: 0
Temporary aisle reoccupations: 12

RIGHT AISLE
-----------
Total moves: 1485
Maximum occupied tiles: 13
Seat events: 99
Single-blocker events: 10
Multiple-blocker events: 0
Temporary aisle reoccupations: 10

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 75
Reservations granted: 75
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4394
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4883
Total stationary ticks: 63428
Seat-event requests: 192
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 263
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 263
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 192\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 21 | standardDataset=192/192 (100.00%) | topologyDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | topologyWorse=false | standardFamily=COMPLETE_CABIN | topologyFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:57
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 22
Scenario seed: -7549248447377455043

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.43%
Blocker-prone seat share (topology component): 60.46%
Aisle-assignment balance: 98.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1115
Passengers seated: 306/306
Average waiting ticks: 511.00
Longest waiting passenger: P126->23H(RIGHT)
Longest waiting ticks: 1059

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles22-26:occupied=4:anchor=P169:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 16
Regions dissolved: 1
Repeated reconstructions avoided: 16
Largest region lifetime: 17
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=17
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2720
Maximum occupied tiles: 13
Seat events: 150
Single-blocker events: 49
Multiple-blocker events: 12
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 2575
Maximum occupied tiles: 12
Seat events: 156
Single-blocker events: 35
Multiple-blocker events: 19
Temporary aisle reoccupations: 77

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 128
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6519
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8050
Total stationary ticks: 161843
Seat-event requests: 321
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 882
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 882
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 320\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:57
Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 22
Scenario seed: -7549248447377455043

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Row-zone concentration (diagnostic control): 28.10%
Blocker-prone seat share (topology component): 70.59%
Aisle-assignment balance: 90.20%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1173
Passengers seated: 306/306
Average waiting ticks: 507.25
Longest waiting passenger: P298->13H(RIGHT)
Longest waiting ticks: 1144

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 17
Multiple-blocker events: 2
Temporary aisle reoccupations: 21

RIGHT AISLE
-----------
Total moves: 2935
Maximum occupied tiles: 15
Seat events: 168
Single-blocker events: 31
Multiple-blocker events: 2
Temporary aisle reoccupations: 35

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 116
Reservations granted: 115
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8721
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9664
Total stationary ticks: 163083
Seat-event requests: 306
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 404
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 404
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 307\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 22 | standardDataset=306/306 (100.00%) | topologyDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | topologyWorse=false | standardFamily=COMPLETE_CABIN | topologyFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:57
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 23
Scenario seed: 4519082988640820556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 75.44%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 825
Passengers seated: 228/228
Average waiting ticks: 367.85
Longest waiting passenger: P154->11C(RIGHT)
Longest waiting ticks: 787

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1559
Maximum occupied tiles: 14
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 14
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 1754
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 29
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 123
Reservations granted: 123
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4498
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5596
Total stationary ticks: 87691
Seat-event requests: 238
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 544
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 544
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:57
Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 23
Scenario seed: 4519082988640820556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 78.95%
Aisle-assignment balance: 94.74%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 837
Passengers seated: 228/228
Average waiting ticks: 369.42
Longest waiting passenger: P215->11E(RIGHT)
Longest waiting ticks: 814

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1523
Maximum occupied tiles: 14
Seat events: 108
Single-blocker events: 21
Multiple-blocker events: 0
Temporary aisle reoccupations: 21

RIGHT AISLE
-----------
Total moves: 1740
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 32
Multiple-blocker events: 0
Temporary aisle reoccupations: 32

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 110
Reservations granted: 108
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5632
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6372
Total stationary ticks: 89168
Seat-event requests: 228
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 357
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 357
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 230\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 23 | standardDataset=228/228 (100.00%) | topologyDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | topologyWorse=false | standardFamily=COMPLETE_CABIN | topologyFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:57
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 24
Scenario seed: 4297087376607226005

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 66.79%
Aisle-assignment balance: 99.27%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 970
Passengers seated: 274/274
Average waiting ticks: 452.86
Longest waiting passenger: P54->10G(RIGHT)
Longest waiting ticks: 925

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:tiles23-26:occupied=4:anchor=P246:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 22
Regions dissolved: 1
Repeated reconstructions avoided: 22
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=23
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2167
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 39
Multiple-blocker events: 14
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2041
Maximum occupied tiles: 12
Seat events: 136
Single-blocker events: 37
Multiple-blocker events: 11
Temporary aisle reoccupations: 59

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 93
Reservations granted: 93
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5016
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6316
Total stationary ticks: 128215
Seat-event requests: 287
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 710
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 710
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 286\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:57
Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 24
Scenario seed: 4297087376607226005

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Row-zone concentration (diagnostic control): 31.02%
Blocker-prone seat share (topology component): 70.07%
Aisle-assignment balance: 93.43%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 274/274
Average waiting ticks: 454.08
Longest waiting passenger: P256->22E(LEFT)
Longest waiting ticks: 983

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2188
Maximum occupied tiles: 13
Seat events: 146
Single-blocker events: 27
Multiple-blocker events: 1
Temporary aisle reoccupations: 29

RIGHT AISLE
-----------
Total moves: 1984
Maximum occupied tiles: 13
Seat events: 128
Single-blocker events: 2
Multiple-blocker events: 1
Temporary aisle reoccupations: 4

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 90
Reservations granted: 90
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6726
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7490
Total stationary ticks: 130322
Seat-event requests: 275
Failed seat-event starts: 1

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 378
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 378
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 275\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 1\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 24 | standardDataset=274/274 (100.00%) | topologyDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | topologyWorse=false | standardFamily=COMPLETE_CABIN | topologyFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:57
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 25
Scenario seed: -1618752062860107760

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.39%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 90.20%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 797
Passengers seated: 204/204
Average waiting ticks: 336.86
Longest waiting passenger: P145->11G(RIGHT)
Longest waiting ticks: 754

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 7
Regions dissolved: 1
Repeated reconstructions avoided: 7
Largest region lifetime: 8
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=8
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1366
Maximum occupied tiles: 11
Seat events: 92
Single-blocker events: 18
Multiple-blocker events: 3
Temporary aisle reoccupations: 24

RIGHT AISLE
-----------
Total moves: 1550
Maximum occupied tiles: 14
Seat events: 112
Single-blocker events: 34
Multiple-blocker events: 14
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 110
Reservations granted: 108
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3670
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4541
Total stationary ticks: 71737
Seat-event requests: 212
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 442
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 442
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 214\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:57
Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 25
Scenario seed: -1618752062860107760

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Row-zone concentration (diagnostic control): 34.31%
Blocker-prone seat share (topology component): 88.24%
Aisle-assignment balance: 99.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 718
Passengers seated: 204/204
Average waiting ticks: 330.24
Longest waiting passenger: P164->3G(RIGHT)
Longest waiting ticks: 693

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1415
Maximum occupied tiles: 11
Seat events: 101
Single-blocker events: 13
Multiple-blocker events: 0
Temporary aisle reoccupations: 13

RIGHT AISLE
-----------
Total moves: 1565
Maximum occupied tiles: 12
Seat events: 103
Single-blocker events: 15
Multiple-blocker events: 0
Temporary aisle reoccupations: 15

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 85
Reservations granted: 84
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4860
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5532
Total stationary ticks: 71606
Seat-event requests: 204
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 368
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 368
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 205\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 25 | standardDataset=204/204 (100.00%) | topologyDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | topologyWorse=false | standardFamily=COMPLETE_CABIN | topologyFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:57
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 26
Scenario seed: 7637717698422060553

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 59.36%
Aisle-assignment balance: 94.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1276
Passengers seated: 342/342
Average waiting ticks: 566.26
Longest waiting passenger: P248->26A(LEFT)
Longest waiting ticks: 1229

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 4
Largest detected cluster: 4
Selected release potential total: 5
Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 48
Regions dissolved: 3
Repeated reconstructions avoided: 48
Largest region lifetime: 31
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=31
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3173
Maximum occupied tiles: 15
Seat events: 181
Single-blocker events: 46
Multiple-blocker events: 25
Temporary aisle reoccupations: 103

RIGHT AISLE
-----------
Total moves: 2795
Maximum occupied tiles: 13
Seat events: 161
Single-blocker events: 49
Multiple-blocker events: 23
Temporary aisle reoccupations: 98

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 161
Reservations granted: 161
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7578
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9483
Total stationary ticks: 200246
Seat-event requests: 371
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 924
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 924
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 369\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:57
Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 26
Scenario seed: 7637717698422060553

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 63.16%
Aisle-assignment balance: 94.74%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1258
Passengers seated: 342/342
Average waiting ticks: 563.64
Longest waiting passenger: P316->15F(RIGHT)
Longest waiting ticks: 1214

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2766
Maximum occupied tiles: 13
Seat events: 162
Single-blocker events: 30
Multiple-blocker events: 2
Temporary aisle reoccupations: 34

RIGHT AISLE
-----------
Total moves: 3150
Maximum occupied tiles: 15
Seat events: 180
Single-blocker events: 38
Multiple-blocker events: 1
Temporary aisle reoccupations: 40

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 135
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 9439
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 10517
Total stationary ticks: 201157
Seat-event requests: 342
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 534
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 534
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 342\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 1\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 26 | standardDataset=342/342 (100.00%) | topologyDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | topologyWorse=false | standardFamily=COMPLETE_CABIN | topologyFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:57
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 27
Scenario seed: 7038436515696686281

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.46%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 784
Passengers seated: 216/216
Average waiting ticks: 348.83
Longest waiting passenger: P24->8D(LEFT)
Longest waiting ticks: 747

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles11-13:occupied=3:anchor=P209:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 14
Seat events: 111
Single-blocker events: 29
Multiple-blocker events: 17
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 1464
Maximum occupied tiles: 11
Seat events: 105
Single-blocker events: 24
Multiple-blocker events: 8
Temporary aisle reoccupations: 42

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 123
Reservations granted: 120
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4157
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5218
Total stationary ticks: 78912
Seat-event requests: 228
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 475
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 475
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 230\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:57
Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 27
Scenario seed: 7038436515696686281

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 83.33%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 795
Passengers seated: 216/216
Average waiting ticks: 347.98
Longest waiting passenger: P211->29E(RIGHT)
Longest waiting ticks: 744

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1455
Maximum occupied tiles: 12
Seat events: 105
Single-blocker events: 16
Multiple-blocker events: 0
Temporary aisle reoccupations: 16

RIGHT AISLE
-----------
Total moves: 1666
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 23
Multiple-blocker events: 0
Temporary aisle reoccupations: 23

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5286
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6015
Total stationary ticks: 79833
Seat-event requests: 216
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 348
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 348
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 216\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 27 | standardDataset=216/216 (100.00%) | topologyDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | topologyWorse=false | standardFamily=COMPLETE_CABIN | topologyFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:57
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 28
Scenario seed: 3504961108606988885

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 66.06%
Aisle-assignment balance: 96.35%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 274/274
Average waiting ticks: 452.16
Longest waiting passenger: P162->5H(RIGHT)
Longest waiting ticks: 957

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles22-24:occupied=3:anchor=P175:selected=P83:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 15
Regions dissolved: 1
Repeated reconstructions avoided: 15
Largest region lifetime: 16
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=16
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2061
Maximum occupied tiles: 13
Seat events: 132
Single-blocker events: 31
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 2167
Maximum occupied tiles: 14
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 13
Temporary aisle reoccupations: 65

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 94
Reservations granted: 93
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5286
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6678
Total stationary ticks: 128384
Seat-event requests: 287
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 693
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 693
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 287\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:57
Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 28
Scenario seed: 3504961108606988885

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 70.07%
Aisle-assignment balance: 93.43%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1046
Passengers seated: 274/274
Average waiting ticks: 452.86
Longest waiting passenger: P271->29E(LEFT)
Longest waiting ticks: 985

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2229
Maximum occupied tiles: 14
Seat events: 146
Single-blocker events: 29
Multiple-blocker events: 2
Temporary aisle reoccupations: 33

RIGHT AISLE
-----------
Total moves: 1984
Maximum occupied tiles: 13
Seat events: 128
Single-blocker events: 1
Multiple-blocker events: 2
Temporary aisle reoccupations: 5

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 93
Reservations granted: 89
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7077
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7957
Total stationary ticks: 130446
Seat-event requests: 274
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 373
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 373
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 279\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 28 | standardDataset=274/274 (100.00%) | topologyDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | topologyWorse=false | standardFamily=COMPLETE_CABIN | topologyFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:57
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 29
Scenario seed: 8058727884467314553

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 67.52%
Aisle-assignment balance: 95.62%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2418
Passengers seated: 258/274
Average waiting ticks: 468.27
Longest waiting passenger: P89->18D(RIGHT)
Longest waiting ticks: 2380

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 24
Cluster candidates evaluated: 47
Executable cluster candidates: 10
Rejected cluster candidates: 37
Cluster selections: 6
Cluster-selected events started: 6
Largest detected cluster: 16
Selected release potential total: 26
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1839
Regions dissolved: 2
Repeated reconstructions avoided: 1839
Largest region lifetime: 1771
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1771:occupied=16
Confirmation deferral ticks: 5
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1566
State changes reopening evaluation: 21
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2020
Maximum occupied tiles: 14
Seat events: 131
Single-blocker events: 43
Multiple-blocker events: 8
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 2227
Maximum occupied tiles: 22
Seat events: 127
Single-blocker events: 40
Multiple-blocker events: 10
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1630
Reservations granted: 1627
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 12
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 19602
Longest unresolved passenger ID: 90
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 9
Longest dependency chain: P137(25E/RIGHT) -> P94(27G/RIGHT) -> P190(24F/RIGHT) -> P24(25I/RIGHT) -> P88(28D/RIGHT) -> P102(27F/RIGHT) -> P87(31H/RIGHT) -> P184(31D/RIGHT) -> P20(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 137
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 12
Total blocked ticks: 32482
Total stationary ticks: 151925
Seat-event requests: 1882
Failed seat-event starts: 1624

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 20
Critical blocker identity: P20->28I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 8
Critical tree size including blocker: 9
Critical tree depth: 9
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 16
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 7
Critical blocker tree:
P20(28I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P184(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P87(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P102(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P88(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P24(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P190(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P94(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P137(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1605
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 29|30
Critical blocker yield-tile occupants: 13|153
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 3
Yield-tile occupied failures: 1605
Rear-boundary failures: 19
Middle-bank reservation failures: 3
Active-event deferrals: 1075
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 2
Yield-occupant trace: yieldOccupant[13]: P13(31G/RIGHT/MOVING_IN_AISLE@tile29) -> P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[153]: P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P153->30E(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P13{seat=31G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=29,directBlocker=153,lastMoveTick=698,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P153{seat=30E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=648,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 29|30
Current yield-tile occupants: 13|153
Final row-event chain: 20|13|153
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1880\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 7\nOccupied-space rejections: 3201\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:57
Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 29
Scenario seed: 8058727884467314553

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Row-zone concentration (diagnostic control): 31.75%
Blocker-prone seat share (topology component): 70.07%
Aisle-assignment balance: 93.43%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1030
Passengers seated: 274/274
Average waiting ticks: 449.69
Longest waiting passenger: P269->26E(LEFT)
Longest waiting ticks: 972

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2188
Maximum occupied tiles: 13
Seat events: 146
Single-blocker events: 31
Multiple-blocker events: 1
Temporary aisle reoccupations: 33

RIGHT AISLE
-----------
Total moves: 1984
Maximum occupied tiles: 14
Seat events: 128
Single-blocker events: 3
Multiple-blocker events: 2
Temporary aisle reoccupations: 7

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 91
Reservations granted: 91
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6758
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7684
Total stationary ticks: 129225
Seat-event requests: 274
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 443
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 443
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 274\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 29 | standardDataset=258/274 (94.16%) | topologyDataset=274/274 (100.00%) | seatedDelta=+16 | completionDelta=+5.84% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | topologyWorse=false | standardFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL | topologyFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:57
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 30
Scenario seed: 4796178364709272712

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 60.07%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1073
Passengers seated: 288/288
Average waiting ticks: 486.26
Longest waiting passenger: P242->22A(LEFT)
Longest waiting ticks: 1020

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles24-27:occupied=3:anchor=P272:selected=P258:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 13
Regions dissolved: 1
Repeated reconstructions avoided: 13
Largest region lifetime: 14
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=14
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2587
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 40
Multiple-blocker events: 17
Temporary aisle reoccupations: 77

RIGHT AISLE
-----------
Total moves: 2427
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 36
Multiple-blocker events: 18
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 124
Reservations granted: 120
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6089
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7510
Total stationary ticks: 145204
Seat-event requests: 303
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 751
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 751
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 306\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
============================================================
Date/Time: 2026-07-16 13:40:57
Experiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 30
Scenario seed: 4796178364709272712

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET
Row-zone concentration (diagnostic control): 28.47%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 95.83%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1061
Passengers seated: 288/288
Average waiting ticks: 479.35
Longest waiting passenger: P277->5H(RIGHT)
Longest waiting ticks: 1025

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 19
Multiple-blocker events: 1
Temporary aisle reoccupations: 21

RIGHT AISLE
-----------
Total moves: 2764
Maximum occupied tiles: 15
Seat events: 150
Single-blocker events: 24
Multiple-blocker events: 2
Temporary aisle reoccupations: 28

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 110
Reservations granted: 109
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7907
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8839
Total stationary ticks: 145102
Seat-event requests: 289
Failed seat-event starts: 1

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 474
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 1
Middle-bank reservation failures: 1
Active-event deferrals: 474
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EXPLICIT_DETERMINISTIC_DEPENDENCY_TOPOLOGY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 290\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 30 | standardDataset=288/288 (100.00%) | topologyDataset=288/288 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | topologyWorse=false | standardFamily=COMPLETE_CABIN | topologyFamily=COMPLETE_CABIN

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 10
EXPLICIT DETERMINISTIC DEPENDENCY TOPOLOGY GENERATOR
************************************************************
Experiment seed: 1783790101901
Scenarios executed: 60
Successful completions: 56
Incomplete/MAX_TICKS: 4
Average completed ticks: 1036.95
Average waiting ticks: 421.19
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:15
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 1
Scenario seed: 7216130499227313205

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 66.79%
Aisle-assignment balance: 98.54%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 990
Passengers seated: 274/274
Average waiting ticks: 450.42
Longest waiting passenger: P233->32A(LEFT)
Longest waiting ticks: 921

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2125
Maximum occupied tiles: 12
Seat events: 139
Single-blocker events: 45
Multiple-blocker events: 13
Temporary aisle reoccupations: 71

RIGHT AISLE
-----------
Total moves: 2075
Maximum occupied tiles: 11
Seat events: 135
Single-blocker events: 41
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5198
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6411
Total stationary ticks: 127724
Seat-event requests: 284
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 632
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 632
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:15
Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 1
Scenario seed: 7216130499227313205

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 66.79%
Aisle-assignment balance: 98.54%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 990
Passengers seated: 274/274
Average waiting ticks: 450.52
Longest waiting passenger: P233->32A(LEFT)
Longest waiting ticks: 921

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2125
Maximum occupied tiles: 12
Seat events: 139
Single-blocker events: 45
Multiple-blocker events: 13
Temporary aisle reoccupations: 71

RIGHT AISLE
-----------
Total moves: 2075
Maximum occupied tiles: 11
Seat events: 135
Single-blocker events: 41
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 97
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5167
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6389
Total stationary ticks: 127719
Seat-event requests: 283
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 641
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 641
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 288\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 01 | standardDataset=274/274 (100.00%) | perturbationDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | perturbationWorse=false | standardFamily=COMPLETE_CABIN | perturbationFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:15
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 2
Scenario seed: -5145057424286824451

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.48%
Blocker-prone seat share (topology component): 73.61%
Aisle-assignment balance: 94.44%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 799
Passengers seated: 216/216
Average waiting ticks: 351.06
Longest waiting passenger: P90->5C(LEFT)
Longest waiting ticks: 749

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 31
Regions dissolved: 2
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 12
Seat events: 114
Single-blocker events: 32
Multiple-blocker events: 9
Temporary aisle reoccupations: 52

RIGHT AISLE
-----------
Total moves: 1517
Maximum occupied tiles: 11
Seat events: 102
Single-blocker events: 19
Multiple-blocker events: 9
Temporary aisle reoccupations: 38

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 121
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3653
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4671
Total stationary ticks: 78797
Seat-event requests: 225
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 229\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:15
Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 2
Scenario seed: -5145057424286824451

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Row-zone concentration (diagnostic control): 31.48%
Blocker-prone seat share (topology component): 73.61%
Aisle-assignment balance: 94.44%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 799
Passengers seated: 216/216
Average waiting ticks: 351.20
Longest waiting passenger: P90->5C(LEFT)
Longest waiting ticks: 749

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 36
Regions dissolved: 2
Repeated reconstructions avoided: 36
Largest region lifetime: 20
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 12
Seat events: 114
Single-blocker events: 32
Multiple-blocker events: 9
Temporary aisle reoccupations: 52

RIGHT AISLE
-----------
Total moves: 1517
Maximum occupied tiles: 11
Seat events: 102
Single-blocker events: 19
Multiple-blocker events: 9
Temporary aisle reoccupations: 38

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 121
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3628
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4617
Total stationary ticks: 78783
Seat-event requests: 225
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 551
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 551
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 229\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 02 | standardDataset=216/216 (100.00%) | perturbationDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | perturbationWorse=false | standardFamily=COMPLETE_CABIN | perturbationFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:15
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 3
Scenario seed: 3757159740356003327

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.65%
Blocker-prone seat share (topology component): 60.53%
Aisle-assignment balance: 98.83%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1266
Passengers seated: 342/342
Average waiting ticks: 588.90
Longest waiting passenger: P156->23B(LEFT)
Longest waiting ticks: 1212

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3072
Maximum occupied tiles: 14
Seat events: 173
Single-blocker events: 56
Multiple-blocker events: 25
Temporary aisle reoccupations: 111

RIGHT AISLE
-----------
Total moves: 2968
Maximum occupied tiles: 12
Seat events: 169
Single-blocker events: 49
Multiple-blocker events: 22
Temporary aisle reoccupations: 96

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 147
Reservations granted: 143
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6815
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8177
Total stationary ticks: 206919
Seat-event requests: 351
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 758
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 758
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 355\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:15
Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 3
Scenario seed: 3757159740356003327

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Row-zone concentration (diagnostic control): 28.65%
Blocker-prone seat share (topology component): 60.53%
Aisle-assignment balance: 98.83%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 342/342
Average waiting ticks: 585.01
Longest waiting passenger: P156->23B(LEFT)
Longest waiting ticks: 1205

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 3
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles16-19:occupied=3:anchor=P50:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3072
Maximum occupied tiles: 14
Seat events: 173
Single-blocker events: 57
Multiple-blocker events: 25
Temporary aisle reoccupations: 112

RIGHT AISLE
-----------
Total moves: 2968
Maximum occupied tiles: 12
Seat events: 169
Single-blocker events: 48
Multiple-blocker events: 23
Temporary aisle reoccupations: 97

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 148
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6887
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8411
Total stationary ticks: 205711
Seat-event requests: 356
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 840
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 840
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 356\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 03 | standardDataset=342/342 (100.00%) | perturbationDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | perturbationWorse=false | standardFamily=COMPLETE_CABIN | perturbationFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:15
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 4
Scenario seed: 4505242574357131631

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.49%
Aisle-assignment balance: 91.18%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2255
Passengers seated: 200/204
Average waiting ticks: 339.50
Longest waiting passenger: P88->29C(RIGHT)
Longest waiting ticks: 2194

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1498
Regions dissolved: 0
Repeated reconstructions avoided: 1498
Largest region lifetime: 1499
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1499:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1496
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1348
Maximum occupied tiles: 11
Seat events: 93
Single-blocker events: 18
Multiple-blocker events: 4
Temporary aisle reoccupations: 26

RIGHT AISLE
-----------
Total moves: 1644
Maximum occupied tiles: 13
Seat events: 107
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1613
Reservations granted: 1609
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 4973
Longest unresolved passenger ID: 201
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P147(28E/RIGHT) -> P139(29G/RIGHT) -> P201(30D/RIGHT) -> P88(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 147
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 11024
Total stationary ticks: 77119
Seat-event requests: 1709
Failed seat-event starts: 1509

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 88
Critical blocker identity: P88->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 4
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P88(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P201(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P139(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P147(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 4
Rear-boundary failures: 1505
Middle-bank reservation failures: 4
Active-event deferrals: 595
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1714\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:15
Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 4
Scenario seed: 4505242574357131631

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.49%
Aisle-assignment balance: 91.18%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2255
Passengers seated: 200/204
Average waiting ticks: 339.41
Longest waiting passenger: P88->29C(RIGHT)
Longest waiting ticks: 2194

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1523
Regions dissolved: 1
Repeated reconstructions avoided: 1523
Largest region lifetime: 1499
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1499:occupied=4
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1496
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1348
Maximum occupied tiles: 11
Seat events: 93
Single-blocker events: 18
Multiple-blocker events: 4
Temporary aisle reoccupations: 26

RIGHT AISLE
-----------
Total moves: 1644
Maximum occupied tiles: 13
Seat events: 107
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1617
Reservations granted: 1613
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 4982
Longest unresolved passenger ID: 201
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P147(28E/RIGHT) -> P139(29G/RIGHT) -> P201(30D/RIGHT) -> P88(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 147
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 11074
Total stationary ticks: 77134
Seat-event requests: 1713
Failed seat-event starts: 1513

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 88
Critical blocker identity: P88->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 4
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P88(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P201(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P139(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P147(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 8
Rear-boundary failures: 1505
Middle-bank reservation failures: 4
Active-event deferrals: 595
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1717\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 04 | standardDataset=200/204 (98.04%) | perturbationDataset=200/204 (98.04%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | perturbationWorse=false | standardFamily=REAR_BOUNDARY_LOCK | perturbationFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:15
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 5
Scenario seed: -6826745434564669881

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 870
Passengers seated: 235/235
Average waiting ticks: 386.29
Longest waiting passenger: P138->20E(RIGHT)
Longest waiting ticks: 843

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1722
Maximum occupied tiles: 12
Seat events: 113
Single-blocker events: 30
Multiple-blocker events: 8
Temporary aisle reoccupations: 48

RIGHT AISLE
-----------
Total moves: 1667
Maximum occupied tiles: 10
Seat events: 122
Single-blocker events: 34
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4517
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5593
Total stationary ticks: 94540
Seat-event requests: 245
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 566
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 566
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:15
Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 5
Scenario seed: -6826745434564669881

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 870
Passengers seated: 235/235
Average waiting ticks: 386.31
Longest waiting passenger: P138->20E(RIGHT)
Longest waiting ticks: 843

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1722
Maximum occupied tiles: 12
Seat events: 113
Single-blocker events: 30
Multiple-blocker events: 8
Temporary aisle reoccupations: 48

RIGHT AISLE
-----------
Total moves: 1667
Maximum occupied tiles: 10
Seat events: 122
Single-blocker events: 34
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 123
Reservations granted: 123
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4514
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5554
Total stationary ticks: 94528
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 552
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 552
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 241\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 05 | standardDataset=235/235 (100.00%) | perturbationDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | perturbationWorse=false | standardFamily=COMPLETE_CABIN | perturbationFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:15
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 6
Scenario seed: 2513822240434754174

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.82%
Blocker-prone seat share (topology component): 77.94%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 731
Passengers seated: 204/204
Average waiting ticks: 331.67
Longest waiting passenger: P8->20F(RIGHT)
Longest waiting ticks: 685

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1499
Maximum occupied tiles: 14
Seat events: 102
Single-blocker events: 24
Multiple-blocker events: 8
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1479
Maximum occupied tiles: 12
Seat events: 102
Single-blocker events: 30
Multiple-blocker events: 6
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3601
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4643
Total stationary ticks: 70621
Seat-event requests: 210
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 585
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 585
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 210\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:15
Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 6
Scenario seed: 2513822240434754174

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Row-zone concentration (diagnostic control): 33.82%
Blocker-prone seat share (topology component): 77.94%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 731
Passengers seated: 204/204
Average waiting ticks: 331.78
Longest waiting passenger: P8->20F(RIGHT)
Longest waiting ticks: 685

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1499
Maximum occupied tiles: 14
Seat events: 102
Single-blocker events: 24
Multiple-blocker events: 8
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1479
Maximum occupied tiles: 12
Seat events: 102
Single-blocker events: 30
Multiple-blocker events: 6
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3551
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4635
Total stationary ticks: 70621
Seat-event requests: 210
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 598
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 598
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 210\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 06 | standardDataset=204/204 (100.00%) | perturbationDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | perturbationWorse=false | standardFamily=COMPLETE_CABIN | perturbationFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:15
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 7
Scenario seed: -4676738862831661214

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.80%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 98.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 772
Passengers seated: 216/216
Average waiting ticks: 349.32
Longest waiting passenger: P213->4C(LEFT)
Longest waiting ticks: 721

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 24
Regions dissolved: 2
Repeated reconstructions avoided: 24
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1563
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 21
Multiple-blocker events: 10
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1500
Maximum occupied tiles: 12
Seat events: 106
Single-blocker events: 24
Multiple-blocker events: 10
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 119
Reservations granted: 119
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3938
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5006
Total stationary ticks: 78770
Seat-event requests: 227
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 538
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 538
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 227\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:15
Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 7
Scenario seed: -4676738862831661214

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Row-zone concentration (diagnostic control): 33.80%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 98.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 772
Passengers seated: 216/216
Average waiting ticks: 349.35
Longest waiting passenger: P213->4C(LEFT)
Longest waiting ticks: 726

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 24
Regions dissolved: 2
Repeated reconstructions avoided: 24
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1563
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 21
Multiple-blocker events: 10
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1500
Maximum occupied tiles: 12
Seat events: 106
Single-blocker events: 24
Multiple-blocker events: 10
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 117
Reservations granted: 117
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3958
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4953
Total stationary ticks: 78752
Seat-event requests: 225
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 515
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 515
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 225\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 07 | standardDataset=216/216 (100.00%) | perturbationDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | perturbationWorse=false | standardFamily=COMPLETE_CABIN | perturbationFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:15
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 8
Scenario seed: 2451708163553084058

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.05%
Blocker-prone seat share (topology component): 64.86%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 943
Passengers seated: 259/259
Average waiting ticks: 421.84
Longest waiting passenger: P256->9F(LEFT)
Longest waiting ticks: 901

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles10-13:occupied=3:anchor=P12:selected=P71:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2017
Maximum occupied tiles: 12
Seat events: 135
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1933
Maximum occupied tiles: 14
Seat events: 124
Single-blocker events: 35
Multiple-blocker events: 9
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 90
Reservations granted: 90
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5174
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6489
Total stationary ticks: 113674
Seat-event requests: 273
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 652
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 652
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 272\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:15
Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 8
Scenario seed: 2451708163553084058

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Row-zone concentration (diagnostic control): 32.05%
Blocker-prone seat share (topology component): 64.86%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 943
Passengers seated: 259/259
Average waiting ticks: 421.81
Longest waiting passenger: P256->9F(LEFT)
Longest waiting ticks: 901

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles10-13:occupied=3:anchor=P12:selected=P71:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2017
Maximum occupied tiles: 12
Seat events: 135
Single-blocker events: 40
Multiple-blocker events: 17
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 1933
Maximum occupied tiles: 14
Seat events: 124
Single-blocker events: 35
Multiple-blocker events: 9
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 90
Reservations granted: 90
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5169
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6489
Total stationary ticks: 113674
Seat-event requests: 273
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 644
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 644
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 272\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 08 | standardDataset=259/259 (100.00%) | perturbationDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | perturbationWorse=false | standardFamily=COMPLETE_CABIN | perturbationFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:15
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 9
Scenario seed: 7260830704529197968

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 35.42%
Blocker-prone seat share (topology component): 75.52%
Aisle-assignment balance: 89.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 754
Passengers seated: 192/192
Average waiting ticks: 315.99
Longest waiting passenger: P145->3H(RIGHT)
Longest waiting ticks: 702

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P60:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1277
Maximum occupied tiles: 12
Seat events: 86
Single-blocker events: 13
Multiple-blocker events: 6
Temporary aisle reoccupations: 26

RIGHT AISLE
-----------
Total moves: 1496
Maximum occupied tiles: 11
Seat events: 106
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 105
Reservations granted: 102
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3411
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4220
Total stationary ticks: 63467
Seat-event requests: 203
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 413
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 413
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 205\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:15
Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 9
Scenario seed: 7260830704529197968

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Row-zone concentration (diagnostic control): 35.42%
Blocker-prone seat share (topology component): 75.52%
Aisle-assignment balance: 89.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 752
Passengers seated: 192/192
Average waiting ticks: 315.98
Longest waiting passenger: P145->3H(RIGHT)
Longest waiting ticks: 702

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P60:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1277
Maximum occupied tiles: 12
Seat events: 86
Single-blocker events: 13
Multiple-blocker events: 6
Temporary aisle reoccupations: 26

RIGHT AISLE
-----------
Total moves: 1496
Maximum occupied tiles: 11
Seat events: 106
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 105
Reservations granted: 102
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3406
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4200
Total stationary ticks: 63452
Seat-event requests: 203
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 406
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 406
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 205\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 09 | standardDataset=192/192 (100.00%) | perturbationDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | perturbationWorse=false | standardFamily=COMPLETE_CABIN | perturbationFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:15
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 10
Scenario seed: -447105676847956095

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.36%
Blocker-prone seat share (topology component): 59.65%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1251
Passengers seated: 342/342
Average waiting ticks: 564.00
Longest waiting passenger: P179->11J(RIGHT)
Longest waiting ticks: 1169

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 5
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: RIGHT:tiles10-14:occupied=4:anchor=P314:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 91
Regions dissolved: 4
Repeated reconstructions avoided: 91
Largest region lifetime: 46
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=46
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 4
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2926
Maximum occupied tiles: 12
Seat events: 165
Single-blocker events: 39
Multiple-blocker events: 30
Temporary aisle reoccupations: 103

RIGHT AISLE
-----------
Total moves: 3031
Maximum occupied tiles: 15
Seat events: 177
Single-blocker events: 40
Multiple-blocker events: 31
Temporary aisle reoccupations: 107

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 163
Reservations granted: 162
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7775
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9654
Total stationary ticks: 199662
Seat-event requests: 376
Failed seat-event starts: 34

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 889
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 34
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 889
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 10\nOccupied-space rejections: 41\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:15
Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 10
Scenario seed: -447105676847956095

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Row-zone concentration (diagnostic control): 28.36%
Blocker-prone seat share (topology component): 59.65%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1251
Passengers seated: 342/342
Average waiting ticks: 564.00
Longest waiting passenger: P179->11J(RIGHT)
Longest waiting ticks: 1169

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 5
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: RIGHT:tiles10-14:occupied=4:anchor=P314:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 91
Regions dissolved: 4
Repeated reconstructions avoided: 91
Largest region lifetime: 46
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=46
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 4
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2926
Maximum occupied tiles: 12
Seat events: 165
Single-blocker events: 39
Multiple-blocker events: 30
Temporary aisle reoccupations: 103

RIGHT AISLE
-----------
Total moves: 3031
Maximum occupied tiles: 15
Seat events: 177
Single-blocker events: 40
Multiple-blocker events: 31
Temporary aisle reoccupations: 107

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 163
Reservations granted: 162
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7775
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9673
Total stationary ticks: 199666
Seat-event requests: 376
Failed seat-event starts: 34

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 900
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 34
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 900
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 10\nOccupied-space rejections: 41\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 10 | standardDataset=342/342 (100.00%) | perturbationDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | perturbationWorse=false | standardFamily=COMPLETE_CABIN | perturbationFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:15
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 11
Scenario seed: 3638877016897499986

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 29.57%
Blocker-prone seat share (topology component): 66.96%
Aisle-assignment balance: 99.13%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 804
Passengers seated: 230/230
Average waiting ticks: 370.66
Longest waiting passenger: P111->9B(LEFT)
Longest waiting ticks: 763

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1700
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 28
Multiple-blocker events: 8
Temporary aisle reoccupations: 44

RIGHT AISLE
-----------
Total moves: 1814
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 38
Multiple-blocker events: 7
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 78
Reservations granted: 78
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4669
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5600
Total stationary ticks: 89203
Seat-event requests: 235
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 461
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 461
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 235\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:15
Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 11
Scenario seed: 3638877016897499986

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Row-zone concentration (diagnostic control): 29.57%
Blocker-prone seat share (topology component): 66.96%
Aisle-assignment balance: 99.13%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 804
Passengers seated: 230/230
Average waiting ticks: 370.80
Longest waiting passenger: P111->9B(LEFT)
Longest waiting ticks: 763

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1700
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 28
Multiple-blocker events: 8
Temporary aisle reoccupations: 44

RIGHT AISLE
-----------
Total moves: 1814
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 38
Multiple-blocker events: 7
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 78
Reservations granted: 78
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4639
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5542
Total stationary ticks: 89185
Seat-event requests: 234
Failed seat-event starts: 4

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 455
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 4
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 455
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 234\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 11 | standardDataset=230/230 (100.00%) | perturbationDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | perturbationWorse=false | standardFamily=COMPLETE_CABIN | perturbationFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:15
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 12
Scenario seed: -8976697486543855838

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 36.46%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 705
Passengers seated: 192/192
Average waiting ticks: 319.16
Longest waiting passenger: P84->11G(RIGHT)
Longest waiting ticks: 676

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: LEFT:tiles9-11:occupied=3:anchor=P136:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 40
Regions dissolved: 2
Repeated reconstructions avoided: 40
Largest region lifetime: 31
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=11
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1421
Maximum occupied tiles: 12
Seat events: 96
Single-blocker events: 23
Multiple-blocker events: 7
Temporary aisle reoccupations: 40

RIGHT AISLE
-----------
Total moves: 1396
Maximum occupied tiles: 11
Seat events: 96
Single-blocker events: 19
Multiple-blocker events: 6
Temporary aisle reoccupations: 31

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 100
Reservations granted: 100
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3355
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4022
Total stationary ticks: 63983
Seat-event requests: 201
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 348
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 348
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 199\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:15
Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 12
Scenario seed: -8976697486543855838

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Row-zone concentration (diagnostic control): 36.46%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 705
Passengers seated: 192/192
Average waiting ticks: 319.77
Longest waiting passenger: P84->11G(RIGHT)
Longest waiting ticks: 676

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: LEFT:tiles9-11:occupied=3:anchor=P136:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 40
Regions dissolved: 2
Repeated reconstructions avoided: 40
Largest region lifetime: 31
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=11
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1421
Maximum occupied tiles: 12
Seat events: 96
Single-blocker events: 23
Multiple-blocker events: 7
Temporary aisle reoccupations: 40

RIGHT AISLE
-----------
Total moves: 1396
Maximum occupied tiles: 11
Seat events: 96
Single-blocker events: 19
Multiple-blocker events: 6
Temporary aisle reoccupations: 31

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3317
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4055
Total stationary ticks: 64072
Seat-event requests: 203
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 395
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 395
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 201\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 12 | standardDataset=192/192 (100.00%) | perturbationDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | perturbationWorse=false | standardFamily=COMPLETE_CABIN | perturbationFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:15
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 13
Scenario seed: 1058713798284952297

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.12%
Blocker-prone seat share (topology component): 61.11%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1097
Passengers seated: 306/306
Average waiting ticks: 507.68
Longest waiting passenger: P240->4A(LEFT)
Longest waiting ticks: 1037

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2758
Maximum occupied tiles: 12
Seat events: 153
Single-blocker events: 44
Multiple-blocker events: 15
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 2622
Maximum occupied tiles: 14
Seat events: 153
Single-blocker events: 37
Multiple-blocker events: 23
Temporary aisle reoccupations: 87

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 132
Reservations granted: 132
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6586
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7836
Total stationary ticks: 160799
Seat-event requests: 318
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 715
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 715
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 318\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:15
Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 13
Scenario seed: 1058713798284952297

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Row-zone concentration (diagnostic control): 27.12%
Blocker-prone seat share (topology component): 61.11%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1097
Passengers seated: 306/306
Average waiting ticks: 507.80
Longest waiting passenger: P240->4A(LEFT)
Longest waiting ticks: 1037

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2758
Maximum occupied tiles: 12
Seat events: 153
Single-blocker events: 44
Multiple-blocker events: 15
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 2622
Maximum occupied tiles: 14
Seat events: 153
Single-blocker events: 37
Multiple-blocker events: 23
Temporary aisle reoccupations: 87

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 133
Reservations granted: 132
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6540
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7874
Total stationary ticks: 160815
Seat-event requests: 318
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 760
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 760
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 319\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 13 | standardDataset=306/306 (100.00%) | perturbationDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | perturbationWorse=false | standardFamily=COMPLETE_CABIN | perturbationFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:15
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 14
Scenario seed: -2382699513390452918

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 824
Passengers seated: 235/235
Average waiting ticks: 380.83
Longest waiting passenger: P179->6D(RIGHT)
Longest waiting ticks: 806

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 7
Selected release potential total: 6
Last cluster decision: LEFT:tiles9-14:occupied=6:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 31
Regions dissolved: 1
Repeated reconstructions avoided: 31
Largest region lifetime: 32
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=32
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1734
Maximum occupied tiles: 13
Seat events: 116
Single-blocker events: 33
Multiple-blocker events: 9
Temporary aisle reoccupations: 53

RIGHT AISLE
-----------
Total moves: 1702
Maximum occupied tiles: 14
Seat events: 119
Single-blocker events: 32
Multiple-blocker events: 13
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 130
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4717
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5966
Total stationary ticks: 93608
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 576
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 576
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:15
Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 14
Scenario seed: -2382699513390452918

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 824
Passengers seated: 235/235
Average waiting ticks: 380.82
Longest waiting passenger: P179->6D(RIGHT)
Longest waiting ticks: 806

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 7
Selected release potential total: 6
Last cluster decision: LEFT:tiles9-14:occupied=6:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 31
Regions dissolved: 1
Repeated reconstructions avoided: 31
Largest region lifetime: 32
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=32
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1734
Maximum occupied tiles: 13
Seat events: 116
Single-blocker events: 33
Multiple-blocker events: 9
Temporary aisle reoccupations: 53

RIGHT AISLE
-----------
Total moves: 1702
Maximum occupied tiles: 14
Seat events: 119
Single-blocker events: 32
Multiple-blocker events: 13
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 130
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4712
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5959
Total stationary ticks: 93606
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 571
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 571
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 14 | standardDataset=235/235 (100.00%) | perturbationDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | perturbationWorse=false | standardFamily=COMPLETE_CABIN | perturbationFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:15
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 15
Scenario seed: 7910158282638001386

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.66%
Blocker-prone seat share (topology component): 66.41%
Aisle-assignment balance: 94.98%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 956
Passengers seated: 259/259
Average waiting ticks: 429.30
Longest waiting passenger: P57->12B(LEFT)
Longest waiting ticks: 922

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2045
Maximum occupied tiles: 13
Seat events: 136
Single-blocker events: 37
Multiple-blocker events: 14
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 1932
Maximum occupied tiles: 12
Seat events: 123
Single-blocker events: 32
Multiple-blocker events: 10
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 88
Reservations granted: 86
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5119
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6204
Total stationary ticks: 115474
Seat-event requests: 266
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 268\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:15
Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 15
Scenario seed: 7910158282638001386

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Row-zone concentration (diagnostic control): 31.66%
Blocker-prone seat share (topology component): 66.41%
Aisle-assignment balance: 94.98%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 956
Passengers seated: 259/259
Average waiting ticks: 429.35
Longest waiting passenger: P57->12B(LEFT)
Longest waiting ticks: 922

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2045
Maximum occupied tiles: 13
Seat events: 136
Single-blocker events: 37
Multiple-blocker events: 14
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 1932
Maximum occupied tiles: 12
Seat events: 123
Single-blocker events: 31
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 88
Reservations granted: 86
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5109
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6202
Total stationary ticks: 115474
Seat-event requests: 266
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 565
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 565
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 268\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 15 | standardDataset=259/259 (100.00%) | perturbationDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | perturbationWorse=false | standardFamily=COMPLETE_CABIN | perturbationFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:15
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 16
Scenario seed: 7835976452476775241

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.04%
Blocker-prone seat share (topology component): 66.52%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 837
Passengers seated: 230/230
Average waiting ticks: 384.82
Longest waiting passenger: P49->16A(LEFT)
Longest waiting ticks: 780

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles16-18:occupied=3:anchor=P49:selected=P151:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1782
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 28
Multiple-blocker events: 8
Temporary aisle reoccupations: 44

RIGHT AISLE
-----------
Total moves: 1724
Maximum occupied tiles: 10
Seat events: 115
Single-blocker events: 33
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 79
Reservations granted: 79
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4064
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4973
Total stationary ticks: 91828
Seat-event requests: 239
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 468
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 468
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:15
Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 16
Scenario seed: 7835976452476775241

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Row-zone concentration (diagnostic control): 33.04%
Blocker-prone seat share (topology component): 66.52%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 837
Passengers seated: 230/230
Average waiting ticks: 384.84
Longest waiting passenger: P49->16A(LEFT)
Longest waiting ticks: 780

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles16-18:occupied=3:anchor=P49:selected=P151:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1782
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 28
Multiple-blocker events: 8
Temporary aisle reoccupations: 44

RIGHT AISLE
-----------
Total moves: 1724
Maximum occupied tiles: 10
Seat events: 115
Single-blocker events: 33
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 79
Reservations granted: 79
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4070
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4953
Total stationary ticks: 91826
Seat-event requests: 239
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 457
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 457
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 16 | standardDataset=230/230 (100.00%) | perturbationDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | perturbationWorse=false | standardFamily=COMPLETE_CABIN | perturbationFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:15
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 17
Scenario seed: -5603982636816805098

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 74.12%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2329
Passengers seated: 226/228
Average waiting ticks: 384.43
Longest waiting passenger: P22->29F(LEFT)
Longest waiting ticks: 2256

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 24
Regions dissolved: 2
Repeated reconstructions avoided: 24
Largest region lifetime: 17
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=17
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1590
Maximum occupied tiles: 12
Seat events: 116
Single-blocker events: 23
Multiple-blocker events: 10
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1694
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1648
Reservations granted: 1639
Reservations denied/waited: 9
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3986
Longest unresolved passenger ID: 47
Longest unresolved row: 29
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P47(29B/LEFT) -> P22(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 47
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8174
Total stationary ticks: 92549
Seat-event requests: 1757
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 22
Critical blocker identity: P22->29F(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P22(29F/LEFT/WAITING_FOR_SEAT_EVENT)
  P47(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1519
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 30|31|32
Critical blocker unavailable yield tiles: 31|32
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 12
Rear-boundary failures: 1519
Middle-bank reservation failures: 9
Active-event deferrals: 553
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 30|31|32
Current unavailable yield tiles: 31|32
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:15
Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 17
Scenario seed: -5603982636816805098

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 74.12%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2328
Passengers seated: 226/228
Average waiting ticks: 382.89
Longest waiting passenger: P22->29F(LEFT)
Longest waiting ticks: 2255

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 24
Regions dissolved: 2
Repeated reconstructions avoided: 24
Largest region lifetime: 17
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=17
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1590
Maximum occupied tiles: 12
Seat events: 116
Single-blocker events: 23
Multiple-blocker events: 10
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1694
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1647
Reservations granted: 1640
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4010
Longest unresolved passenger ID: 47
Longest unresolved row: 29
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P47(29B/LEFT) -> P22(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 47
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8169
Total stationary ticks: 92199
Seat-event requests: 1758
Failed seat-event starts: 1532

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 22
Critical blocker identity: P22->29F(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P22(29F/LEFT/WAITING_FOR_SEAT_EVENT)
  P47(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1520
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 30|31|32
Critical blocker unavailable yield tiles: 31|32
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 12
Rear-boundary failures: 1520
Middle-bank reservation failures: 7
Active-event deferrals: 550
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 30|31|32
Current unavailable yield tiles: 31|32
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1764\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 17 | standardDataset=226/228 (99.12%) | perturbationDataset=226/228 (99.12%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | perturbationWorse=false | standardFamily=REAR_BOUNDARY_LOCK | perturbationFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:15
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 18
Scenario seed: -29016899169270240

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1018
Passengers seated: 282/282
Average waiting ticks: 460.86
Longest waiting passenger: P39->31A(LEFT)
Longest waiting ticks: 950

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2171
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 41
Multiple-blocker events: 12
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 2188
Maximum occupied tiles: 11
Seat events: 138
Single-blocker events: 39
Multiple-blocker events: 20
Temporary aisle reoccupations: 79

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 101
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5629
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7092
Total stationary ticks: 134758
Seat-event requests: 293
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 749
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 749
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:15
Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 18
Scenario seed: -29016899169270240

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1018
Passengers seated: 282/282
Average waiting ticks: 460.73
Longest waiting passenger: P39->31A(LEFT)
Longest waiting ticks: 950

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2171
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 41
Multiple-blocker events: 12
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 2188
Maximum occupied tiles: 11
Seat events: 138
Single-blocker events: 39
Multiple-blocker events: 20
Temporary aisle reoccupations: 79

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 101
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5649
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7121
Total stationary ticks: 134767
Seat-event requests: 293
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 734
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 734
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 18 | standardDataset=282/282 (100.00%) | perturbationDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | perturbationWorse=false | standardFamily=COMPLETE_CABIN | perturbationFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:15
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 19
Scenario seed: -1022932693840430131

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.20%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1270
Passengers seated: 353/353
Average waiting ticks: 595.20
Longest waiting passenger: P228->31D(RIGHT)
Longest waiting ticks: 1217

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 5
Clusters detected: 5
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:region=R5:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 5
Region updates: 107
Regions dissolved: 5
Repeated reconstructions avoided: 107
Largest region lifetime: 32
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R5:lifetime=8
Confirmation deferral ticks: 7
Regions reaching confirmation: 2
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3031
Maximum occupied tiles: 15
Seat events: 176
Single-blocker events: 50
Multiple-blocker events: 27
Temporary aisle reoccupations: 110

RIGHT AISLE
-----------
Total moves: 3177
Maximum occupied tiles: 13
Seat events: 177
Single-blocker events: 51
Multiple-blocker events: 34
Temporary aisle reoccupations: 129

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 160
Reservations granted: 158
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7492
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9457
Total stationary ticks: 216460
Seat-event requests: 384
Failed seat-event starts: 31

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 994
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 31
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 994
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 11\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:15
Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 19
Scenario seed: -1022932693840430131

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Row-zone concentration (diagnostic control): 27.20%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1270
Passengers seated: 353/353
Average waiting ticks: 595.34
Longest waiting passenger: P228->31D(RIGHT)
Longest waiting ticks: 1217

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 5
Clusters detected: 5
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:region=R5:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 5
Region updates: 107
Regions dissolved: 5
Repeated reconstructions avoided: 107
Largest region lifetime: 32
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R5:lifetime=8
Confirmation deferral ticks: 7
Regions reaching confirmation: 2
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3031
Maximum occupied tiles: 15
Seat events: 176
Single-blocker events: 50
Multiple-blocker events: 27
Temporary aisle reoccupations: 110

RIGHT AISLE
-----------
Total moves: 3177
Maximum occupied tiles: 13
Seat events: 177
Single-blocker events: 51
Multiple-blocker events: 34
Temporary aisle reoccupations: 129

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 161
Reservations granted: 158
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7475
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9420
Total stationary ticks: 216455
Seat-event requests: 384
Failed seat-event starts: 31

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 1009
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 31
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 1009
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 385\nPrecedence substitutions made: 8\nDependency chains followed: 8\nBlocked by waiting-row occupant: 8\nSubstituted events started: 14\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 19 | standardDataset=353/353 (100.00%) | perturbationDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=5 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | perturbationWorse=false | standardFamily=COMPLETE_CABIN | perturbationFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:15
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 20
Scenario seed: 7778104721219760133

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 65.69%
Aisle-assignment balance: 98.54%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 274/274
Average waiting ticks: 448.40
Longest waiting passenger: P182->28I(RIGHT)
Longest waiting ticks: 944

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 13
Seat events: 135
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 2076
Maximum occupied tiles: 12
Seat events: 139
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 92
Reservations granted: 92
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5548
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6972
Total stationary ticks: 127697
Seat-event requests: 284
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 677
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 677
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 284\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:15
Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 20
Scenario seed: 7778104721219760133

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 65.69%
Aisle-assignment balance: 98.54%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 274/274
Average waiting ticks: 448.50
Longest waiting passenger: P182->28I(RIGHT)
Longest waiting ticks: 944

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 13
Seat events: 135
Single-blocker events: 27
Multiple-blocker events: 12
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 2076
Maximum occupied tiles: 12
Seat events: 139
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 92
Reservations granted: 92
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5533
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6911
Total stationary ticks: 127678
Seat-event requests: 284
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 663
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 663
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 284\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 20 | standardDataset=274/274 (100.00%) | perturbationDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | perturbationWorse=false | standardFamily=COMPLETE_CABIN | perturbationFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:15
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 21
Scenario seed: -6050252773158139437

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.90%
Blocker-prone seat share (topology component): 75.52%
Aisle-assignment balance: 98.96%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 686
Passengers seated: 192/192
Average waiting ticks: 311.75
Longest waiting passenger: P131->5H(RIGHT)
Longest waiting ticks: 644

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1430
Maximum occupied tiles: 11
Seat events: 95
Single-blocker events: 26
Multiple-blocker events: 4
Temporary aisle reoccupations: 34

RIGHT AISLE
-----------
Total moves: 1368
Maximum occupied tiles: 11
Seat events: 97
Single-blocker events: 22
Multiple-blocker events: 5
Temporary aisle reoccupations: 32

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3532
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4379
Total stationary ticks: 62831
Seat-event requests: 195
Failed seat-event starts: 3

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 442
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 3
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 442
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 195\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:15
Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 21
Scenario seed: -6050252773158139437

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Row-zone concentration (diagnostic control): 34.90%
Blocker-prone seat share (topology component): 75.52%
Aisle-assignment balance: 98.96%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 686
Passengers seated: 192/192
Average waiting ticks: 311.90
Longest waiting passenger: P131->5H(RIGHT)
Longest waiting ticks: 644

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1430
Maximum occupied tiles: 11
Seat events: 95
Single-blocker events: 26
Multiple-blocker events: 4
Temporary aisle reoccupations: 34

RIGHT AISLE
-----------
Total moves: 1368
Maximum occupied tiles: 11
Seat events: 97
Single-blocker events: 22
Multiple-blocker events: 5
Temporary aisle reoccupations: 32

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3507
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4375
Total stationary ticks: 62828
Seat-event requests: 195
Failed seat-event starts: 3

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 464
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 3
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 464
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 195\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 21 | standardDataset=192/192 (100.00%) | perturbationDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | perturbationWorse=false | standardFamily=COMPLETE_CABIN | perturbationFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:15
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 22
Scenario seed: -7549248447377455043

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.43%
Blocker-prone seat share (topology component): 60.46%
Aisle-assignment balance: 98.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1115
Passengers seated: 306/306
Average waiting ticks: 511.00
Longest waiting passenger: P126->23H(RIGHT)
Longest waiting ticks: 1059

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles22-26:occupied=4:anchor=P169:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 16
Regions dissolved: 1
Repeated reconstructions avoided: 16
Largest region lifetime: 17
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=17
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2720
Maximum occupied tiles: 13
Seat events: 150
Single-blocker events: 49
Multiple-blocker events: 12
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 2575
Maximum occupied tiles: 12
Seat events: 156
Single-blocker events: 35
Multiple-blocker events: 19
Temporary aisle reoccupations: 77

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 128
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6519
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8050
Total stationary ticks: 161843
Seat-event requests: 321
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 882
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 882
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 320\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:15
Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 22
Scenario seed: -7549248447377455043

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Row-zone concentration (diagnostic control): 28.43%
Blocker-prone seat share (topology component): 60.46%
Aisle-assignment balance: 98.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1115
Passengers seated: 306/306
Average waiting ticks: 510.43
Longest waiting passenger: P126->23H(RIGHT)
Longest waiting ticks: 1059

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles22-26:occupied=4:anchor=P169:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 16
Regions dissolved: 1
Repeated reconstructions avoided: 16
Largest region lifetime: 17
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=17
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2720
Maximum occupied tiles: 13
Seat events: 150
Single-blocker events: 49
Multiple-blocker events: 12
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 2575
Maximum occupied tiles: 12
Seat events: 156
Single-blocker events: 35
Multiple-blocker events: 19
Temporary aisle reoccupations: 77

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 128
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6583
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8159
Total stationary ticks: 161757
Seat-event requests: 321
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 897
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 897
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 320\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 22 | standardDataset=306/306 (100.00%) | perturbationDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | perturbationWorse=false | standardFamily=COMPLETE_CABIN | perturbationFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:15
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 23
Scenario seed: 4519082988640820556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 75.44%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 825
Passengers seated: 228/228
Average waiting ticks: 367.85
Longest waiting passenger: P154->11C(RIGHT)
Longest waiting ticks: 787

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1559
Maximum occupied tiles: 14
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 14
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 1754
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 29
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 123
Reservations granted: 123
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4498
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5596
Total stationary ticks: 87691
Seat-event requests: 238
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 544
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 544
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:15
Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 23
Scenario seed: 4519082988640820556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 75.44%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 825
Passengers seated: 228/228
Average waiting ticks: 367.91
Longest waiting passenger: P154->11C(RIGHT)
Longest waiting ticks: 787

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1559
Maximum occupied tiles: 14
Seat events: 110
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 1754
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 28
Multiple-blocker events: 12
Temporary aisle reoccupations: 54

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 122
Reservations granted: 122
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4483
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5546
Total stationary ticks: 87678
Seat-event requests: 237
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 527
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 527
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 237\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 23 | standardDataset=228/228 (100.00%) | perturbationDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | perturbationWorse=false | standardFamily=COMPLETE_CABIN | perturbationFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:15
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 24
Scenario seed: 4297087376607226005

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 66.79%
Aisle-assignment balance: 99.27%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 970
Passengers seated: 274/274
Average waiting ticks: 452.86
Longest waiting passenger: P54->10G(RIGHT)
Longest waiting ticks: 925

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:tiles23-26:occupied=4:anchor=P246:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 22
Regions dissolved: 1
Repeated reconstructions avoided: 22
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=23
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2167
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 39
Multiple-blocker events: 14
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2041
Maximum occupied tiles: 12
Seat events: 136
Single-blocker events: 37
Multiple-blocker events: 11
Temporary aisle reoccupations: 59

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 93
Reservations granted: 93
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5016
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6316
Total stationary ticks: 128215
Seat-event requests: 287
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 710
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 710
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 286\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:15
Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 24
Scenario seed: 4297087376607226005

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 66.79%
Aisle-assignment balance: 99.27%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 969
Passengers seated: 274/274
Average waiting ticks: 452.44
Longest waiting passenger: P54->10G(RIGHT)
Longest waiting ticks: 925

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2167
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 39
Multiple-blocker events: 14
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2041
Maximum occupied tiles: 12
Seat events: 136
Single-blocker events: 37
Multiple-blocker events: 11
Temporary aisle reoccupations: 59

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 89
Reservations granted: 89
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5003
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6255
Total stationary ticks: 128067
Seat-event requests: 283
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 692
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 692
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 283\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 24 | standardDataset=274/274 (100.00%) | perturbationDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | perturbationWorse=false | standardFamily=COMPLETE_CABIN | perturbationFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:15
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 25
Scenario seed: -1618752062860107760

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.39%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 90.20%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 797
Passengers seated: 204/204
Average waiting ticks: 336.86
Longest waiting passenger: P145->11G(RIGHT)
Longest waiting ticks: 754

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 7
Regions dissolved: 1
Repeated reconstructions avoided: 7
Largest region lifetime: 8
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=8
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1366
Maximum occupied tiles: 11
Seat events: 92
Single-blocker events: 18
Multiple-blocker events: 3
Temporary aisle reoccupations: 24

RIGHT AISLE
-----------
Total moves: 1550
Maximum occupied tiles: 14
Seat events: 112
Single-blocker events: 34
Multiple-blocker events: 14
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 110
Reservations granted: 108
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3670
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4541
Total stationary ticks: 71737
Seat-event requests: 212
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 442
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 442
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 214\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:15
Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 25
Scenario seed: -1618752062860107760

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Row-zone concentration (diagnostic control): 30.39%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 90.20%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 797
Passengers seated: 204/204
Average waiting ticks: 337.29
Longest waiting passenger: P145->11G(RIGHT)
Longest waiting ticks: 754

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 7
Regions dissolved: 1
Repeated reconstructions avoided: 7
Largest region lifetime: 8
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=8
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1366
Maximum occupied tiles: 11
Seat events: 92
Single-blocker events: 19
Multiple-blocker events: 3
Temporary aisle reoccupations: 25

RIGHT AISLE
-----------
Total moves: 1550
Maximum occupied tiles: 14
Seat events: 112
Single-blocker events: 33
Multiple-blocker events: 14
Temporary aisle reoccupations: 65

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 110
Reservations granted: 109
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3680
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4577
Total stationary ticks: 71855
Seat-event requests: 213
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 448
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 448
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 214\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 25 | standardDataset=204/204 (100.00%) | perturbationDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | perturbationWorse=false | standardFamily=COMPLETE_CABIN | perturbationFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:16
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 26
Scenario seed: 7637717698422060553

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 59.36%
Aisle-assignment balance: 94.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1276
Passengers seated: 342/342
Average waiting ticks: 566.26
Longest waiting passenger: P248->26A(LEFT)
Longest waiting ticks: 1229

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 4
Largest detected cluster: 4
Selected release potential total: 5
Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 48
Regions dissolved: 3
Repeated reconstructions avoided: 48
Largest region lifetime: 31
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=31
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3173
Maximum occupied tiles: 15
Seat events: 181
Single-blocker events: 46
Multiple-blocker events: 25
Temporary aisle reoccupations: 103

RIGHT AISLE
-----------
Total moves: 2795
Maximum occupied tiles: 13
Seat events: 161
Single-blocker events: 49
Multiple-blocker events: 23
Temporary aisle reoccupations: 98

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 161
Reservations granted: 161
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7578
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9483
Total stationary ticks: 200246
Seat-event requests: 371
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 924
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 924
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 369\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:16
Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 26
Scenario seed: 7637717698422060553

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 59.36%
Aisle-assignment balance: 94.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1276
Passengers seated: 342/342
Average waiting ticks: 566.18
Longest waiting passenger: P248->26A(LEFT)
Longest waiting ticks: 1229

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 4
Largest detected cluster: 4
Selected release potential total: 5
Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 48
Regions dissolved: 3
Repeated reconstructions avoided: 48
Largest region lifetime: 31
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=31
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3173
Maximum occupied tiles: 15
Seat events: 181
Single-blocker events: 46
Multiple-blocker events: 25
Temporary aisle reoccupations: 103

RIGHT AISLE
-----------
Total moves: 2795
Maximum occupied tiles: 13
Seat events: 161
Single-blocker events: 49
Multiple-blocker events: 23
Temporary aisle reoccupations: 98

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 161
Reservations granted: 161
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7608
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9498
Total stationary ticks: 200251
Seat-event requests: 371
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 911
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 911
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 369\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 26 | standardDataset=342/342 (100.00%) | perturbationDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=4 | convertedToSuccess=false | perturbationWorse=false | standardFamily=COMPLETE_CABIN | perturbationFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:16
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 27
Scenario seed: 7038436515696686281

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.46%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 784
Passengers seated: 216/216
Average waiting ticks: 348.83
Longest waiting passenger: P24->8D(LEFT)
Longest waiting ticks: 747

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles11-13:occupied=3:anchor=P209:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 14
Seat events: 111
Single-blocker events: 29
Multiple-blocker events: 17
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 1464
Maximum occupied tiles: 11
Seat events: 105
Single-blocker events: 24
Multiple-blocker events: 8
Temporary aisle reoccupations: 42

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 123
Reservations granted: 120
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4157
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5218
Total stationary ticks: 78912
Seat-event requests: 228
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 475
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 475
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 230\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:16
Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 27
Scenario seed: 7038436515696686281

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.46%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 784
Passengers seated: 216/216
Average waiting ticks: 348.70
Longest waiting passenger: P24->8D(LEFT)
Longest waiting ticks: 747

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles11-13:occupied=3:anchor=P209:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 14
Seat events: 111
Single-blocker events: 29
Multiple-blocker events: 17
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 1464
Maximum occupied tiles: 11
Seat events: 105
Single-blocker events: 24
Multiple-blocker events: 8
Temporary aisle reoccupations: 42

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 123
Reservations granted: 120
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4202
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5292
Total stationary ticks: 78931
Seat-event requests: 228
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 500
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 500
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 230\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 27 | standardDataset=216/216 (100.00%) | perturbationDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | perturbationWorse=false | standardFamily=COMPLETE_CABIN | perturbationFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:16
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 28
Scenario seed: 3504961108606988885

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 66.06%
Aisle-assignment balance: 96.35%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 274/274
Average waiting ticks: 452.16
Longest waiting passenger: P162->5H(RIGHT)
Longest waiting ticks: 957

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles22-24:occupied=3:anchor=P175:selected=P83:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 15
Regions dissolved: 1
Repeated reconstructions avoided: 15
Largest region lifetime: 16
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=16
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2061
Maximum occupied tiles: 13
Seat events: 132
Single-blocker events: 31
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 2167
Maximum occupied tiles: 14
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 13
Temporary aisle reoccupations: 65

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 94
Reservations granted: 93
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5286
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6678
Total stationary ticks: 128384
Seat-event requests: 287
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 693
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 693
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 287\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:16
Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 28
Scenario seed: 3504961108606988885

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 66.06%
Aisle-assignment balance: 96.35%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 274/274
Average waiting ticks: 452.32
Longest waiting passenger: P162->5H(RIGHT)
Longest waiting ticks: 957

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles22-24:occupied=3:anchor=P175:selected=P83:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 15
Regions dissolved: 1
Repeated reconstructions avoided: 15
Largest region lifetime: 16
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=16
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2061
Maximum occupied tiles: 13
Seat events: 132
Single-blocker events: 31
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 2167
Maximum occupied tiles: 14
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 13
Temporary aisle reoccupations: 65

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 95
Reservations granted: 93
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5238
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6597
Total stationary ticks: 128347
Seat-event requests: 287
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 692
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 692
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 288\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 28 | standardDataset=274/274 (100.00%) | perturbationDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | perturbationWorse=false | standardFamily=COMPLETE_CABIN | perturbationFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:16
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 29
Scenario seed: 8058727884467314553

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 67.52%
Aisle-assignment balance: 95.62%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2418
Passengers seated: 258/274
Average waiting ticks: 468.27
Longest waiting passenger: P89->18D(RIGHT)
Longest waiting ticks: 2380

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 24
Cluster candidates evaluated: 47
Executable cluster candidates: 10
Rejected cluster candidates: 37
Cluster selections: 6
Cluster-selected events started: 6
Largest detected cluster: 16
Selected release potential total: 26
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1839
Regions dissolved: 2
Repeated reconstructions avoided: 1839
Largest region lifetime: 1771
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1771:occupied=16
Confirmation deferral ticks: 5
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1566
State changes reopening evaluation: 21
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2020
Maximum occupied tiles: 14
Seat events: 131
Single-blocker events: 43
Multiple-blocker events: 8
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 2227
Maximum occupied tiles: 22
Seat events: 127
Single-blocker events: 40
Multiple-blocker events: 10
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1630
Reservations granted: 1627
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 12
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 19602
Longest unresolved passenger ID: 90
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 9
Longest dependency chain: P137(25E/RIGHT) -> P94(27G/RIGHT) -> P190(24F/RIGHT) -> P24(25I/RIGHT) -> P88(28D/RIGHT) -> P102(27F/RIGHT) -> P87(31H/RIGHT) -> P184(31D/RIGHT) -> P20(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 137
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 12
Total blocked ticks: 32482
Total stationary ticks: 151925
Seat-event requests: 1882
Failed seat-event starts: 1624

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 20
Critical blocker identity: P20->28I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 8
Critical tree size including blocker: 9
Critical tree depth: 9
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 16
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 7
Critical blocker tree:
P20(28I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P184(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P87(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P102(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P88(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P24(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P190(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P94(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P137(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1605
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 29|30
Critical blocker yield-tile occupants: 13|153
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 3
Yield-tile occupied failures: 1605
Rear-boundary failures: 19
Middle-bank reservation failures: 3
Active-event deferrals: 1075
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 2
Yield-occupant trace: yieldOccupant[13]: P13(31G/RIGHT/MOVING_IN_AISLE@tile29) -> P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[153]: P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P153->30E(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P13{seat=31G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=29,directBlocker=153,lastMoveTick=698,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P153{seat=30E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=648,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 29|30
Current yield-tile occupants: 13|153
Final row-event chain: 20|13|153
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1880\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 7\nOccupied-space rejections: 3201\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:16
Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 29
Scenario seed: 8058727884467314553

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 67.52%
Aisle-assignment balance: 95.62%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2418
Passengers seated: 258/274
Average waiting ticks: 468.36
Longest waiting passenger: P89->18D(RIGHT)
Longest waiting ticks: 2380

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 24
Cluster candidates evaluated: 47
Executable cluster candidates: 10
Rejected cluster candidates: 37
Cluster selections: 6
Cluster-selected events started: 6
Largest detected cluster: 16
Selected release potential total: 26
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1839
Regions dissolved: 2
Repeated reconstructions avoided: 1839
Largest region lifetime: 1771
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1771:occupied=16
Confirmation deferral ticks: 5
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1566
State changes reopening evaluation: 21
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2020
Maximum occupied tiles: 14
Seat events: 131
Single-blocker events: 44
Multiple-blocker events: 8
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2227
Maximum occupied tiles: 22
Seat events: 127
Single-blocker events: 41
Multiple-blocker events: 9
Temporary aisle reoccupations: 59

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1628
Reservations granted: 1627
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 12
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 19598
Longest unresolved passenger ID: 90
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 9
Longest dependency chain: P137(25E/RIGHT) -> P94(27G/RIGHT) -> P190(24F/RIGHT) -> P24(25I/RIGHT) -> P88(28D/RIGHT) -> P102(27F/RIGHT) -> P87(31H/RIGHT) -> P184(31D/RIGHT) -> P20(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 137
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 12
Total blocked ticks: 32415
Total stationary ticks: 151908
Seat-event requests: 1882
Failed seat-event starts: 1624

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 20
Critical blocker identity: P20->28I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 8
Critical tree size including blocker: 9
Critical tree depth: 9
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 16
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 7
Critical blocker tree:
P20(28I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P184(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P87(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P102(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P88(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P24(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P190(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P94(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P137(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1605
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 29|30
Critical blocker yield-tile occupants: 13|153
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 3
Yield-tile occupied failures: 1605
Rear-boundary failures: 19
Middle-bank reservation failures: 1
Active-event deferrals: 1062
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 2
Yield-occupant trace: yieldOccupant[13]: P13(31G/RIGHT/MOVING_IN_AISLE@tile29) -> P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[153]: P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P153->30E(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P13{seat=31G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=29,directBlocker=153,lastMoveTick=698,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P153{seat=30E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=648,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 29|30
Current yield-tile occupants: 13|153
Final row-event chain: 20|13|153
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1877\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 9\nOccupied-space rejections: 3202\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 29 | standardDataset=258/274 (94.16%) | perturbationDataset=258/274 (94.16%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=6 | clusterStarts=6 | convertedToSuccess=false | perturbationWorse=false | standardFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL | perturbationFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:16
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 30
Scenario seed: 4796178364709272712

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 60.07%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1073
Passengers seated: 288/288
Average waiting ticks: 486.26
Longest waiting passenger: P242->22A(LEFT)
Longest waiting ticks: 1020

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles24-27:occupied=3:anchor=P272:selected=P258:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 13
Regions dissolved: 1
Repeated reconstructions avoided: 13
Largest region lifetime: 14
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=14
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2587
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 40
Multiple-blocker events: 17
Temporary aisle reoccupations: 77

RIGHT AISLE
-----------
Total moves: 2427
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 36
Multiple-blocker events: 18
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 124
Reservations granted: 120
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6089
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7510
Total stationary ticks: 145204
Seat-event requests: 303
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 751
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 751
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 306\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
============================================================
Date/Time: 2026-07-16 15:00:16
Experiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 30
Scenario seed: 4796178364709272712

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 60.07%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1073
Passengers seated: 288/288
Average waiting ticks: 486.33
Longest waiting passenger: P242->22A(LEFT)
Longest waiting ticks: 1020

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2587
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 40
Multiple-blocker events: 17
Temporary aisle reoccupations: 77

RIGHT AISLE
-----------
Total moves: 2427
Maximum occupied tiles: 14
Seat events: 140
Single-blocker events: 36
Multiple-blocker events: 18
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 120
Reservations granted: 116
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6065
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7535
Total stationary ticks: 145211
Seat-event requests: 299
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 789
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 789
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONTROLLED_DETERMINISTIC_DEPENDENCY_PERTURBATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 30 | standardDataset=288/288 (100.00%) | perturbationDataset=288/288 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | perturbationWorse=false | standardFamily=COMPLETE_CABIN | perturbationFamily=COMPLETE_CABIN

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 11
CONTROLLED DETERMINISTIC DEPENDENCY PERTURBATION
************************************************************
Experiment seed: 1783790101901
Scenarios executed: 60
Successful completions: 54
Incomplete/MAX_TICKS: 6
Average completed ticks: 1080.18
Average waiting ticks: 422.68
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:32
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 1
Scenario seed: 7216130499227313205

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 66.79%
Aisle-assignment balance: 98.54%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 990
Passengers seated: 274/274
Average waiting ticks: 450.42
Longest waiting passenger: P233->32A(LEFT)
Longest waiting ticks: 921

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2125
Maximum occupied tiles: 12
Seat events: 139
Single-blocker events: 45
Multiple-blocker events: 13
Temporary aisle reoccupations: 71

RIGHT AISLE
-----------
Total moves: 2075
Maximum occupied tiles: 11
Seat events: 135
Single-blocker events: 41
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5198
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6411
Total stationary ticks: 127724
Seat-event requests: 284
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 632
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 632
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:32
Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 1
Scenario seed: 7216130499227313205

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 66.79%
Aisle-assignment balance: 98.54%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 990
Passengers seated: 274/274
Average waiting ticks: 450.59
Longest waiting passenger: P233->32A(LEFT)
Longest waiting ticks: 921

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2125
Maximum occupied tiles: 12
Seat events: 139
Single-blocker events: 45
Multiple-blocker events: 13
Temporary aisle reoccupations: 71

RIGHT AISLE
-----------
Total moves: 2075
Maximum occupied tiles: 11
Seat events: 135
Single-blocker events: 41
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 97
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5152
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6332
Total stationary ticks: 127707
Seat-event requests: 283
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 621
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 621
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 288\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 01 | standardDataset=274/274 (100.00%) | overlapDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapWorse=false | standardFamily=COMPLETE_CABIN | overlapFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:32
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 2
Scenario seed: -5145057424286824451

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.48%
Blocker-prone seat share (topology component): 73.61%
Aisle-assignment balance: 94.44%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 799
Passengers seated: 216/216
Average waiting ticks: 351.06
Longest waiting passenger: P90->5C(LEFT)
Longest waiting ticks: 749

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 31
Regions dissolved: 2
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 12
Seat events: 114
Single-blocker events: 32
Multiple-blocker events: 9
Temporary aisle reoccupations: 52

RIGHT AISLE
-----------
Total moves: 1517
Maximum occupied tiles: 11
Seat events: 102
Single-blocker events: 19
Multiple-blocker events: 9
Temporary aisle reoccupations: 38

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 121
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3653
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4671
Total stationary ticks: 78797
Seat-event requests: 225
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 229\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:32
Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 2
Scenario seed: -5145057424286824451

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Row-zone concentration (diagnostic control): 31.48%
Blocker-prone seat share (topology component): 73.61%
Aisle-assignment balance: 94.44%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 799
Passengers seated: 216/216
Average waiting ticks: 351.12
Longest waiting passenger: P90->5C(LEFT)
Longest waiting ticks: 749

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 31
Regions dissolved: 2
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 12
Seat events: 114
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 1517
Maximum occupied tiles: 10
Seat events: 102
Single-blocker events: 20
Multiple-blocker events: 9
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 126
Reservations granted: 121
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3648
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4623
Total stationary ticks: 78785
Seat-event requests: 225
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 538
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 538
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 230\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 02 | standardDataset=216/216 (100.00%) | overlapDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapWorse=false | standardFamily=COMPLETE_CABIN | overlapFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:32
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 3
Scenario seed: 3757159740356003327

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.65%
Blocker-prone seat share (topology component): 60.53%
Aisle-assignment balance: 98.83%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1266
Passengers seated: 342/342
Average waiting ticks: 588.90
Longest waiting passenger: P156->23B(LEFT)
Longest waiting ticks: 1212

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3072
Maximum occupied tiles: 14
Seat events: 173
Single-blocker events: 56
Multiple-blocker events: 25
Temporary aisle reoccupations: 111

RIGHT AISLE
-----------
Total moves: 2968
Maximum occupied tiles: 12
Seat events: 169
Single-blocker events: 49
Multiple-blocker events: 22
Temporary aisle reoccupations: 96

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 147
Reservations granted: 143
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6815
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8177
Total stationary ticks: 206919
Seat-event requests: 351
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 758
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 758
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 355\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:32
Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 3
Scenario seed: 3757159740356003327

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Row-zone concentration (diagnostic control): 28.65%
Blocker-prone seat share (topology component): 60.53%
Aisle-assignment balance: 98.83%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 342/342
Average waiting ticks: 584.75
Longest waiting passenger: P156->23B(LEFT)
Longest waiting ticks: 1201

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles16-19:occupied=3:anchor=P50:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 18
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3072
Maximum occupied tiles: 14
Seat events: 173
Single-blocker events: 57
Multiple-blocker events: 25
Temporary aisle reoccupations: 112

RIGHT AISLE
-----------
Total moves: 2968
Maximum occupied tiles: 12
Seat events: 169
Single-blocker events: 48
Multiple-blocker events: 23
Temporary aisle reoccupations: 97

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 150
Reservations granted: 148
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6929
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8402
Total stationary ticks: 205666
Seat-event requests: 356
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 791
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 791
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 357\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 03 | standardDataset=342/342 (100.00%) | overlapDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | overlapWorse=false | standardFamily=COMPLETE_CABIN | overlapFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:32
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 4
Scenario seed: 4505242574357131631

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.49%
Aisle-assignment balance: 91.18%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2255
Passengers seated: 200/204
Average waiting ticks: 339.50
Longest waiting passenger: P88->29C(RIGHT)
Longest waiting ticks: 2194

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1498
Regions dissolved: 0
Repeated reconstructions avoided: 1498
Largest region lifetime: 1499
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1499:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1496
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1348
Maximum occupied tiles: 11
Seat events: 93
Single-blocker events: 18
Multiple-blocker events: 4
Temporary aisle reoccupations: 26

RIGHT AISLE
-----------
Total moves: 1644
Maximum occupied tiles: 13
Seat events: 107
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1613
Reservations granted: 1609
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 4973
Longest unresolved passenger ID: 201
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P147(28E/RIGHT) -> P139(29G/RIGHT) -> P201(30D/RIGHT) -> P88(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 147
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 11024
Total stationary ticks: 77119
Seat-event requests: 1709
Failed seat-event starts: 1509

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 88
Critical blocker identity: P88->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 4
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P88(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P201(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P139(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P147(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 4
Rear-boundary failures: 1505
Middle-bank reservation failures: 4
Active-event deferrals: 595
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1714\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:32
Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 4
Scenario seed: 4505242574357131631

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.49%
Aisle-assignment balance: 91.18%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2255
Passengers seated: 200/204
Average waiting ticks: 339.56
Longest waiting passenger: P88->29C(RIGHT)
Longest waiting ticks: 2194

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1498
Regions dissolved: 0
Repeated reconstructions avoided: 1498
Largest region lifetime: 1499
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1499:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1496
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1348
Maximum occupied tiles: 11
Seat events: 93
Single-blocker events: 18
Multiple-blocker events: 4
Temporary aisle reoccupations: 26

RIGHT AISLE
-----------
Total moves: 1644
Maximum occupied tiles: 13
Seat events: 107
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1612
Reservations granted: 1608
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 4958
Longest unresolved passenger ID: 201
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P147(28E/RIGHT) -> P139(29G/RIGHT) -> P201(30D/RIGHT) -> P88(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 147
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 10970
Total stationary ticks: 77106
Seat-event requests: 1708
Failed seat-event starts: 1508

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 88
Critical blocker identity: P88->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 4
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P88(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P201(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P139(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P147(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 3
Rear-boundary failures: 1505
Middle-bank reservation failures: 4
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1713\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 04 | standardDataset=200/204 (98.04%) | overlapDataset=200/204 (98.04%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapWorse=false | standardFamily=REAR_BOUNDARY_LOCK | overlapFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:32
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 5
Scenario seed: -6826745434564669881

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 870
Passengers seated: 235/235
Average waiting ticks: 386.29
Longest waiting passenger: P138->20E(RIGHT)
Longest waiting ticks: 843

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1722
Maximum occupied tiles: 12
Seat events: 113
Single-blocker events: 30
Multiple-blocker events: 8
Temporary aisle reoccupations: 48

RIGHT AISLE
-----------
Total moves: 1667
Maximum occupied tiles: 10
Seat events: 122
Single-blocker events: 34
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4517
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5593
Total stationary ticks: 94540
Seat-event requests: 245
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 566
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 566
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:32
Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 5
Scenario seed: -6826745434564669881

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 386.50
Longest waiting passenger: P138->20E(RIGHT)
Longest waiting ticks: 842

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1722
Maximum occupied tiles: 12
Seat events: 113
Single-blocker events: 30
Multiple-blocker events: 8
Temporary aisle reoccupations: 48

RIGHT AISLE
-----------
Total moves: 1667
Maximum occupied tiles: 10
Seat events: 122
Single-blocker events: 34
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 123
Reservations granted: 123
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4519
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5563
Total stationary ticks: 94579
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 241\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 05 | standardDataset=235/235 (100.00%) | overlapDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapWorse=false | standardFamily=COMPLETE_CABIN | overlapFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:32
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 6
Scenario seed: 2513822240434754174

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.82%
Blocker-prone seat share (topology component): 77.94%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 731
Passengers seated: 204/204
Average waiting ticks: 331.67
Longest waiting passenger: P8->20F(RIGHT)
Longest waiting ticks: 685

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1499
Maximum occupied tiles: 14
Seat events: 102
Single-blocker events: 24
Multiple-blocker events: 8
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1479
Maximum occupied tiles: 12
Seat events: 102
Single-blocker events: 30
Multiple-blocker events: 6
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3601
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4643
Total stationary ticks: 70621
Seat-event requests: 210
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 585
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 585
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 210\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:32
Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 6
Scenario seed: 2513822240434754174

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Row-zone concentration (diagnostic control): 33.82%
Blocker-prone seat share (topology component): 77.94%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 731
Passengers seated: 204/204
Average waiting ticks: 331.65
Longest waiting passenger: P8->20F(RIGHT)
Longest waiting ticks: 685

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1499
Maximum occupied tiles: 14
Seat events: 102
Single-blocker events: 24
Multiple-blocker events: 8
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1479
Maximum occupied tiles: 12
Seat events: 102
Single-blocker events: 30
Multiple-blocker events: 6
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3592
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4658
Total stationary ticks: 70627
Seat-event requests: 210
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 590
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 590
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 210\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 06 | standardDataset=204/204 (100.00%) | overlapDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapWorse=false | standardFamily=COMPLETE_CABIN | overlapFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:32
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 7
Scenario seed: -4676738862831661214

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.80%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 98.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 772
Passengers seated: 216/216
Average waiting ticks: 349.32
Longest waiting passenger: P213->4C(LEFT)
Longest waiting ticks: 721

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 24
Regions dissolved: 2
Repeated reconstructions avoided: 24
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1563
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 21
Multiple-blocker events: 10
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1500
Maximum occupied tiles: 12
Seat events: 106
Single-blocker events: 24
Multiple-blocker events: 10
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 119
Reservations granted: 119
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3938
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5006
Total stationary ticks: 78770
Seat-event requests: 227
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 538
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 538
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 227\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:32
Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 7
Scenario seed: -4676738862831661214

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Row-zone concentration (diagnostic control): 33.80%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 98.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 772
Passengers seated: 216/216
Average waiting ticks: 349.35
Longest waiting passenger: P213->4C(LEFT)
Longest waiting ticks: 726

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 24
Regions dissolved: 2
Repeated reconstructions avoided: 24
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1563
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 21
Multiple-blocker events: 10
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1500
Maximum occupied tiles: 12
Seat events: 106
Single-blocker events: 24
Multiple-blocker events: 10
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 117
Reservations granted: 117
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3943
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4947
Total stationary ticks: 78753
Seat-event requests: 225
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 225\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 07 | standardDataset=216/216 (100.00%) | overlapDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapWorse=false | standardFamily=COMPLETE_CABIN | overlapFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:32
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 8
Scenario seed: 2451708163553084058

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.05%
Blocker-prone seat share (topology component): 64.86%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 943
Passengers seated: 259/259
Average waiting ticks: 421.84
Longest waiting passenger: P256->9F(LEFT)
Longest waiting ticks: 901

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles10-13:occupied=3:anchor=P12:selected=P71:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2017
Maximum occupied tiles: 12
Seat events: 135
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1933
Maximum occupied tiles: 14
Seat events: 124
Single-blocker events: 35
Multiple-blocker events: 9
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 90
Reservations granted: 90
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5174
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6489
Total stationary ticks: 113674
Seat-event requests: 273
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 652
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 652
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 272\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:32
Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 8
Scenario seed: 2451708163553084058

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Row-zone concentration (diagnostic control): 32.05%
Blocker-prone seat share (topology component): 64.86%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 943
Passengers seated: 259/259
Average waiting ticks: 421.55
Longest waiting passenger: P256->9F(LEFT)
Longest waiting ticks: 901

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles10-13:occupied=3:anchor=P12:selected=P71:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2017
Maximum occupied tiles: 12
Seat events: 135
Single-blocker events: 40
Multiple-blocker events: 17
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 1933
Maximum occupied tiles: 14
Seat events: 124
Single-blocker events: 35
Multiple-blocker events: 9
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 91
Reservations granted: 91
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5229
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6580
Total stationary ticks: 113700
Seat-event requests: 274
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 640
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 640
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 273\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 08 | standardDataset=259/259 (100.00%) | overlapDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | overlapWorse=false | standardFamily=COMPLETE_CABIN | overlapFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:32
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 9
Scenario seed: 7260830704529197968

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 35.42%
Blocker-prone seat share (topology component): 75.52%
Aisle-assignment balance: 89.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 754
Passengers seated: 192/192
Average waiting ticks: 315.99
Longest waiting passenger: P145->3H(RIGHT)
Longest waiting ticks: 702

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P60:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1277
Maximum occupied tiles: 12
Seat events: 86
Single-blocker events: 13
Multiple-blocker events: 6
Temporary aisle reoccupations: 26

RIGHT AISLE
-----------
Total moves: 1496
Maximum occupied tiles: 11
Seat events: 106
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 105
Reservations granted: 102
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3411
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4220
Total stationary ticks: 63467
Seat-event requests: 203
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 413
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 413
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 205\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:32
Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 9
Scenario seed: 7260830704529197968

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Row-zone concentration (diagnostic control): 35.42%
Blocker-prone seat share (topology component): 75.52%
Aisle-assignment balance: 89.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 756
Passengers seated: 192/192
Average waiting ticks: 316.08
Longest waiting passenger: P145->3H(RIGHT)
Longest waiting ticks: 689

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P60:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1277
Maximum occupied tiles: 12
Seat events: 86
Single-blocker events: 13
Multiple-blocker events: 6
Temporary aisle reoccupations: 26

RIGHT AISLE
-----------
Total moves: 1496
Maximum occupied tiles: 11
Seat events: 106
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 105
Reservations granted: 102
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3395
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4232
Total stationary ticks: 63471
Seat-event requests: 203
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 433
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 433
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 205\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 09 | standardDataset=192/192 (100.00%) | overlapDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | overlapWorse=false | standardFamily=COMPLETE_CABIN | overlapFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:32
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 10
Scenario seed: -447105676847956095

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.36%
Blocker-prone seat share (topology component): 59.65%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1251
Passengers seated: 342/342
Average waiting ticks: 564.00
Longest waiting passenger: P179->11J(RIGHT)
Longest waiting ticks: 1169

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 5
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: RIGHT:tiles10-14:occupied=4:anchor=P314:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 91
Regions dissolved: 4
Repeated reconstructions avoided: 91
Largest region lifetime: 46
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=46
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 4
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2926
Maximum occupied tiles: 12
Seat events: 165
Single-blocker events: 39
Multiple-blocker events: 30
Temporary aisle reoccupations: 103

RIGHT AISLE
-----------
Total moves: 3031
Maximum occupied tiles: 15
Seat events: 177
Single-blocker events: 40
Multiple-blocker events: 31
Temporary aisle reoccupations: 107

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 163
Reservations granted: 162
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7775
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9654
Total stationary ticks: 199662
Seat-event requests: 376
Failed seat-event starts: 34

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 889
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 34
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 889
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 10\nOccupied-space rejections: 41\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:32
Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 10
Scenario seed: -447105676847956095

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Row-zone concentration (diagnostic control): 28.36%
Blocker-prone seat share (topology component): 59.65%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1251
Passengers seated: 342/342
Average waiting ticks: 563.98
Longest waiting passenger: P179->11J(RIGHT)
Longest waiting ticks: 1169

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 5
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: RIGHT:tiles10-14:occupied=4:anchor=P314:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 91
Regions dissolved: 4
Repeated reconstructions avoided: 91
Largest region lifetime: 46
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=46
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 4
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2926
Maximum occupied tiles: 12
Seat events: 165
Single-blocker events: 39
Multiple-blocker events: 30
Temporary aisle reoccupations: 103

RIGHT AISLE
-----------
Total moves: 3031
Maximum occupied tiles: 15
Seat events: 177
Single-blocker events: 40
Multiple-blocker events: 31
Temporary aisle reoccupations: 107

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 163
Reservations granted: 162
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7785
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9728
Total stationary ticks: 199681
Seat-event requests: 376
Failed seat-event starts: 34

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 927
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 34
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 927
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 10\nOccupied-space rejections: 41\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 10 | standardDataset=342/342 (100.00%) | overlapDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | overlapWorse=false | standardFamily=COMPLETE_CABIN | overlapFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:32
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 11
Scenario seed: 3638877016897499986

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 29.57%
Blocker-prone seat share (topology component): 66.96%
Aisle-assignment balance: 99.13%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 804
Passengers seated: 230/230
Average waiting ticks: 370.66
Longest waiting passenger: P111->9B(LEFT)
Longest waiting ticks: 763

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1700
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 28
Multiple-blocker events: 8
Temporary aisle reoccupations: 44

RIGHT AISLE
-----------
Total moves: 1814
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 38
Multiple-blocker events: 7
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 78
Reservations granted: 78
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4669
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5600
Total stationary ticks: 89203
Seat-event requests: 235
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 461
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 461
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 235\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:32
Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 11
Scenario seed: 3638877016897499986

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Row-zone concentration (diagnostic control): 29.57%
Blocker-prone seat share (topology component): 66.96%
Aisle-assignment balance: 99.13%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 804
Passengers seated: 230/230
Average waiting ticks: 370.76
Longest waiting passenger: P111->9B(LEFT)
Longest waiting ticks: 763

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1700
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 28
Multiple-blocker events: 8
Temporary aisle reoccupations: 44

RIGHT AISLE
-----------
Total moves: 1814
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 38
Multiple-blocker events: 7
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 78
Reservations granted: 78
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4644
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5585
Total stationary ticks: 89200
Seat-event requests: 234
Failed seat-event starts: 4

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 472
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 4
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 472
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 234\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 11 | standardDataset=230/230 (100.00%) | overlapDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapWorse=false | standardFamily=COMPLETE_CABIN | overlapFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:32
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 12
Scenario seed: -8976697486543855838

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 36.46%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 705
Passengers seated: 192/192
Average waiting ticks: 319.16
Longest waiting passenger: P84->11G(RIGHT)
Longest waiting ticks: 676

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: LEFT:tiles9-11:occupied=3:anchor=P136:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 40
Regions dissolved: 2
Repeated reconstructions avoided: 40
Largest region lifetime: 31
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=11
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1421
Maximum occupied tiles: 12
Seat events: 96
Single-blocker events: 23
Multiple-blocker events: 7
Temporary aisle reoccupations: 40

RIGHT AISLE
-----------
Total moves: 1396
Maximum occupied tiles: 11
Seat events: 96
Single-blocker events: 19
Multiple-blocker events: 6
Temporary aisle reoccupations: 31

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 100
Reservations granted: 100
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3355
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4022
Total stationary ticks: 63983
Seat-event requests: 201
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 348
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 348
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 199\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:32
Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 12
Scenario seed: -8976697486543855838

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Row-zone concentration (diagnostic control): 36.46%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 705
Passengers seated: 192/192
Average waiting ticks: 319.77
Longest waiting passenger: P84->11G(RIGHT)
Longest waiting ticks: 676

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: LEFT:tiles9-11:occupied=3:anchor=P136:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 40
Regions dissolved: 2
Repeated reconstructions avoided: 40
Largest region lifetime: 31
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=11
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1421
Maximum occupied tiles: 12
Seat events: 96
Single-blocker events: 23
Multiple-blocker events: 7
Temporary aisle reoccupations: 40

RIGHT AISLE
-----------
Total moves: 1396
Maximum occupied tiles: 11
Seat events: 96
Single-blocker events: 19
Multiple-blocker events: 6
Temporary aisle reoccupations: 31

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3317
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4055
Total stationary ticks: 64072
Seat-event requests: 203
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 395
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 395
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 201\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 12 | standardDataset=192/192 (100.00%) | overlapDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | overlapWorse=false | standardFamily=COMPLETE_CABIN | overlapFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:32
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 13
Scenario seed: 1058713798284952297

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.12%
Blocker-prone seat share (topology component): 61.11%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1097
Passengers seated: 306/306
Average waiting ticks: 507.68
Longest waiting passenger: P240->4A(LEFT)
Longest waiting ticks: 1037

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2758
Maximum occupied tiles: 12
Seat events: 153
Single-blocker events: 44
Multiple-blocker events: 15
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 2622
Maximum occupied tiles: 14
Seat events: 153
Single-blocker events: 37
Multiple-blocker events: 23
Temporary aisle reoccupations: 87

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 132
Reservations granted: 132
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6586
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7836
Total stationary ticks: 160799
Seat-event requests: 318
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 715
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 715
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 318\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:32
Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 13
Scenario seed: 1058713798284952297

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Row-zone concentration (diagnostic control): 27.12%
Blocker-prone seat share (topology component): 61.11%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1097
Passengers seated: 306/306
Average waiting ticks: 507.91
Longest waiting passenger: P240->4A(LEFT)
Longest waiting ticks: 1037

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2758
Maximum occupied tiles: 12
Seat events: 153
Single-blocker events: 44
Multiple-blocker events: 15
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 2622
Maximum occupied tiles: 14
Seat events: 153
Single-blocker events: 37
Multiple-blocker events: 23
Temporary aisle reoccupations: 87

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 132
Reservations granted: 132
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6487
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7702
Total stationary ticks: 160758
Seat-event requests: 318
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 695
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 695
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 318\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 13 | standardDataset=306/306 (100.00%) | overlapDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapWorse=false | standardFamily=COMPLETE_CABIN | overlapFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:32
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 14
Scenario seed: -2382699513390452918

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 824
Passengers seated: 235/235
Average waiting ticks: 380.83
Longest waiting passenger: P179->6D(RIGHT)
Longest waiting ticks: 806

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 7
Selected release potential total: 6
Last cluster decision: LEFT:tiles9-14:occupied=6:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 31
Regions dissolved: 1
Repeated reconstructions avoided: 31
Largest region lifetime: 32
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=32
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1734
Maximum occupied tiles: 13
Seat events: 116
Single-blocker events: 33
Multiple-blocker events: 9
Temporary aisle reoccupations: 53

RIGHT AISLE
-----------
Total moves: 1702
Maximum occupied tiles: 14
Seat events: 119
Single-blocker events: 32
Multiple-blocker events: 13
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 130
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4717
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5966
Total stationary ticks: 93608
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 576
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 576
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:32
Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 14
Scenario seed: -2382699513390452918

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 824
Passengers seated: 235/235
Average waiting ticks: 380.91
Longest waiting passenger: P179->6D(RIGHT)
Longest waiting ticks: 806

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 7
Selected release potential total: 6
Last cluster decision: LEFT:tiles9-14:occupied=6:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 31
Regions dissolved: 1
Repeated reconstructions avoided: 31
Largest region lifetime: 32
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=32
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1734
Maximum occupied tiles: 13
Seat events: 116
Single-blocker events: 33
Multiple-blocker events: 9
Temporary aisle reoccupations: 53

RIGHT AISLE
-----------
Total moves: 1702
Maximum occupied tiles: 14
Seat events: 119
Single-blocker events: 32
Multiple-blocker events: 13
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 130
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4692
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5924
Total stationary ticks: 93596
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 570
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 570
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 247\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 14 | standardDataset=235/235 (100.00%) | overlapDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | overlapWorse=false | standardFamily=COMPLETE_CABIN | overlapFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:33
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 15
Scenario seed: 7910158282638001386

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.66%
Blocker-prone seat share (topology component): 66.41%
Aisle-assignment balance: 94.98%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 956
Passengers seated: 259/259
Average waiting ticks: 429.30
Longest waiting passenger: P57->12B(LEFT)
Longest waiting ticks: 922

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2045
Maximum occupied tiles: 13
Seat events: 136
Single-blocker events: 37
Multiple-blocker events: 14
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 1932
Maximum occupied tiles: 12
Seat events: 123
Single-blocker events: 32
Multiple-blocker events: 10
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 88
Reservations granted: 86
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5119
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6204
Total stationary ticks: 115474
Seat-event requests: 266
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 268\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:33
Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 15
Scenario seed: 7910158282638001386

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Row-zone concentration (diagnostic control): 31.66%
Blocker-prone seat share (topology component): 66.41%
Aisle-assignment balance: 94.98%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 956
Passengers seated: 259/259
Average waiting ticks: 429.60
Longest waiting passenger: P57->12B(LEFT)
Longest waiting ticks: 922

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2045
Maximum occupied tiles: 13
Seat events: 136
Single-blocker events: 37
Multiple-blocker events: 14
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 1932
Maximum occupied tiles: 12
Seat events: 123
Single-blocker events: 31
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 87
Reservations granted: 86
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5092
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6158
Total stationary ticks: 115513
Seat-event requests: 266
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 552
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 552
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 267\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 15 | standardDataset=259/259 (100.00%) | overlapDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapWorse=false | standardFamily=COMPLETE_CABIN | overlapFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:33
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 16
Scenario seed: 7835976452476775241

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.04%
Blocker-prone seat share (topology component): 66.52%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 837
Passengers seated: 230/230
Average waiting ticks: 384.82
Longest waiting passenger: P49->16A(LEFT)
Longest waiting ticks: 780

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles16-18:occupied=3:anchor=P49:selected=P151:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1782
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 28
Multiple-blocker events: 8
Temporary aisle reoccupations: 44

RIGHT AISLE
-----------
Total moves: 1724
Maximum occupied tiles: 10
Seat events: 115
Single-blocker events: 33
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 79
Reservations granted: 79
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4064
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4973
Total stationary ticks: 91828
Seat-event requests: 239
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 468
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 468
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:33
Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 16
Scenario seed: 7835976452476775241

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Row-zone concentration (diagnostic control): 33.04%
Blocker-prone seat share (topology component): 66.52%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 835
Passengers seated: 230/230
Average waiting ticks: 383.97
Longest waiting passenger: P49->16A(LEFT)
Longest waiting ticks: 779

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles16-18:occupied=3:anchor=P49:selected=P151:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1782
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 28
Multiple-blocker events: 8
Temporary aisle reoccupations: 44

RIGHT AISLE
-----------
Total moves: 1724
Maximum occupied tiles: 10
Seat events: 115
Single-blocker events: 33
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 78
Reservations granted: 78
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4146
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5023
Total stationary ticks: 91701
Seat-event requests: 239
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 450
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 450
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 16 | standardDataset=230/230 (100.00%) | overlapDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | overlapWorse=false | standardFamily=COMPLETE_CABIN | overlapFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:33
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 17
Scenario seed: -5603982636816805098

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 74.12%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2329
Passengers seated: 226/228
Average waiting ticks: 384.43
Longest waiting passenger: P22->29F(LEFT)
Longest waiting ticks: 2256

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 24
Regions dissolved: 2
Repeated reconstructions avoided: 24
Largest region lifetime: 17
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=17
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1590
Maximum occupied tiles: 12
Seat events: 116
Single-blocker events: 23
Multiple-blocker events: 10
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1694
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1648
Reservations granted: 1639
Reservations denied/waited: 9
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3986
Longest unresolved passenger ID: 47
Longest unresolved row: 29
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P47(29B/LEFT) -> P22(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 47
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8174
Total stationary ticks: 92549
Seat-event requests: 1757
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 22
Critical blocker identity: P22->29F(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P22(29F/LEFT/WAITING_FOR_SEAT_EVENT)
  P47(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1519
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 30|31|32
Critical blocker unavailable yield tiles: 31|32
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 12
Rear-boundary failures: 1519
Middle-bank reservation failures: 9
Active-event deferrals: 553
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 30|31|32
Current unavailable yield tiles: 31|32
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:33
Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 17
Scenario seed: -5603982636816805098

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 74.12%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2329
Passengers seated: 226/228
Average waiting ticks: 383.68
Longest waiting passenger: P22->29F(LEFT)
Longest waiting ticks: 2256

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 24
Regions dissolved: 2
Repeated reconstructions avoided: 24
Largest region lifetime: 17
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=17
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1590
Maximum occupied tiles: 12
Seat events: 116
Single-blocker events: 23
Multiple-blocker events: 10
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1694
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1647
Reservations granted: 1640
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3984
Longest unresolved passenger ID: 47
Longest unresolved row: 29
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P47(29B/LEFT) -> P22(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 47
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8223
Total stationary ticks: 92398
Seat-event requests: 1758
Failed seat-event starts: 1532

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 22
Critical blocker identity: P22->29F(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P22(29F/LEFT/WAITING_FOR_SEAT_EVENT)
  P47(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1520
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 30|31|32
Critical blocker unavailable yield tiles: 31|32
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 12
Rear-boundary failures: 1520
Middle-bank reservation failures: 7
Active-event deferrals: 582
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 30|31|32
Current unavailable yield tiles: 31|32
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1764\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 17 | standardDataset=226/228 (99.12%) | overlapDataset=226/228 (99.12%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | overlapWorse=false | standardFamily=REAR_BOUNDARY_LOCK | overlapFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:33
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 18
Scenario seed: -29016899169270240

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1018
Passengers seated: 282/282
Average waiting ticks: 460.86
Longest waiting passenger: P39->31A(LEFT)
Longest waiting ticks: 950

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2171
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 41
Multiple-blocker events: 12
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 2188
Maximum occupied tiles: 11
Seat events: 138
Single-blocker events: 39
Multiple-blocker events: 20
Temporary aisle reoccupations: 79

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 101
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5629
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7092
Total stationary ticks: 134758
Seat-event requests: 293
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 749
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 749
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:33
Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 18
Scenario seed: -29016899169270240

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1018
Passengers seated: 282/282
Average waiting ticks: 460.74
Longest waiting passenger: P39->31A(LEFT)
Longest waiting ticks: 950

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2171
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 41
Multiple-blocker events: 12
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 2188
Maximum occupied tiles: 11
Seat events: 138
Single-blocker events: 39
Multiple-blocker events: 20
Temporary aisle reoccupations: 79

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 101
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5669
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7097
Total stationary ticks: 134763
Seat-event requests: 293
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 723
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 723
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 18 | standardDataset=282/282 (100.00%) | overlapDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapWorse=false | standardFamily=COMPLETE_CABIN | overlapFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:33
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 19
Scenario seed: -1022932693840430131

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.20%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1270
Passengers seated: 353/353
Average waiting ticks: 595.20
Longest waiting passenger: P228->31D(RIGHT)
Longest waiting ticks: 1217

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 5
Clusters detected: 5
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:region=R5:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 5
Region updates: 107
Regions dissolved: 5
Repeated reconstructions avoided: 107
Largest region lifetime: 32
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R5:lifetime=8
Confirmation deferral ticks: 7
Regions reaching confirmation: 2
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3031
Maximum occupied tiles: 15
Seat events: 176
Single-blocker events: 50
Multiple-blocker events: 27
Temporary aisle reoccupations: 110

RIGHT AISLE
-----------
Total moves: 3177
Maximum occupied tiles: 13
Seat events: 177
Single-blocker events: 51
Multiple-blocker events: 34
Temporary aisle reoccupations: 129

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 160
Reservations granted: 158
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7492
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9457
Total stationary ticks: 216460
Seat-event requests: 384
Failed seat-event starts: 31

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 994
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 31
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 994
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 11\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:33
Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 19
Scenario seed: -1022932693840430131

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Row-zone concentration (diagnostic control): 27.20%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1270
Passengers seated: 353/353
Average waiting ticks: 595.31
Longest waiting passenger: P228->31D(RIGHT)
Longest waiting ticks: 1217

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 80
Regions dissolved: 4
Repeated reconstructions avoided: 80
Largest region lifetime: 32
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=8
Confirmation deferral ticks: 6
Regions reaching confirmation: 2
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3031
Maximum occupied tiles: 14
Seat events: 176
Single-blocker events: 50
Multiple-blocker events: 27
Temporary aisle reoccupations: 110

RIGHT AISLE
-----------
Total moves: 3177
Maximum occupied tiles: 13
Seat events: 177
Single-blocker events: 51
Multiple-blocker events: 34
Temporary aisle reoccupations: 129

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 158
Reservations granted: 157
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7459
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9384
Total stationary ticks: 216430
Seat-event requests: 383
Failed seat-event starts: 30

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 994
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 30
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 994
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 11\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 19 | standardDataset=353/353 (100.00%) | overlapDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | overlapWorse=false | standardFamily=COMPLETE_CABIN | overlapFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:33
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 20
Scenario seed: 7778104721219760133

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 65.69%
Aisle-assignment balance: 98.54%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 274/274
Average waiting ticks: 448.40
Longest waiting passenger: P182->28I(RIGHT)
Longest waiting ticks: 944

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 13
Seat events: 135
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 2076
Maximum occupied tiles: 12
Seat events: 139
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 92
Reservations granted: 92
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5548
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6972
Total stationary ticks: 127697
Seat-event requests: 284
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 677
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 677
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 284\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:33
Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 20
Scenario seed: 7778104721219760133

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 65.69%
Aisle-assignment balance: 98.54%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 274/274
Average waiting ticks: 448.46
Longest waiting passenger: P182->28I(RIGHT)
Longest waiting ticks: 944

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 13
Seat events: 135
Single-blocker events: 27
Multiple-blocker events: 12
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 2076
Maximum occupied tiles: 12
Seat events: 139
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 92
Reservations granted: 92
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5553
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6940
Total stationary ticks: 127687
Seat-event requests: 284
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 670
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 670
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 284\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 20 | standardDataset=274/274 (100.00%) | overlapDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapWorse=false | standardFamily=COMPLETE_CABIN | overlapFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:33
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 21
Scenario seed: -6050252773158139437

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.90%
Blocker-prone seat share (topology component): 75.52%
Aisle-assignment balance: 98.96%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 686
Passengers seated: 192/192
Average waiting ticks: 311.75
Longest waiting passenger: P131->5H(RIGHT)
Longest waiting ticks: 644

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1430
Maximum occupied tiles: 11
Seat events: 95
Single-blocker events: 26
Multiple-blocker events: 4
Temporary aisle reoccupations: 34

RIGHT AISLE
-----------
Total moves: 1368
Maximum occupied tiles: 11
Seat events: 97
Single-blocker events: 22
Multiple-blocker events: 5
Temporary aisle reoccupations: 32

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3532
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4379
Total stationary ticks: 62831
Seat-event requests: 195
Failed seat-event starts: 3

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 442
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 3
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 442
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 195\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:33
Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 21
Scenario seed: -6050252773158139437

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Row-zone concentration (diagnostic control): 34.90%
Blocker-prone seat share (topology component): 75.52%
Aisle-assignment balance: 98.96%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 686
Passengers seated: 192/192
Average waiting ticks: 311.52
Longest waiting passenger: P57->10B(LEFT)
Longest waiting ticks: 642

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1430
Maximum occupied tiles: 11
Seat events: 95
Single-blocker events: 26
Multiple-blocker events: 4
Temporary aisle reoccupations: 34

RIGHT AISLE
-----------
Total moves: 1368
Maximum occupied tiles: 11
Seat events: 97
Single-blocker events: 22
Multiple-blocker events: 5
Temporary aisle reoccupations: 32

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3585
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4418
Total stationary ticks: 62835
Seat-event requests: 195
Failed seat-event starts: 3

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 432
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 3
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 432
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 195\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 21 | standardDataset=192/192 (100.00%) | overlapDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapWorse=false | standardFamily=COMPLETE_CABIN | overlapFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:33
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 22
Scenario seed: -7549248447377455043

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.43%
Blocker-prone seat share (topology component): 60.46%
Aisle-assignment balance: 98.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1115
Passengers seated: 306/306
Average waiting ticks: 511.00
Longest waiting passenger: P126->23H(RIGHT)
Longest waiting ticks: 1059

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles22-26:occupied=4:anchor=P169:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 16
Regions dissolved: 1
Repeated reconstructions avoided: 16
Largest region lifetime: 17
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=17
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2720
Maximum occupied tiles: 13
Seat events: 150
Single-blocker events: 49
Multiple-blocker events: 12
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 2575
Maximum occupied tiles: 12
Seat events: 156
Single-blocker events: 35
Multiple-blocker events: 19
Temporary aisle reoccupations: 77

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 128
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6519
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8050
Total stationary ticks: 161843
Seat-event requests: 321
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 882
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 882
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 320\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:33
Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 22
Scenario seed: -7549248447377455043

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Row-zone concentration (diagnostic control): 28.43%
Blocker-prone seat share (topology component): 60.46%
Aisle-assignment balance: 98.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1115
Passengers seated: 306/306
Average waiting ticks: 510.21
Longest waiting passenger: P126->23H(RIGHT)
Longest waiting ticks: 1059

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles22-26:occupied=4:anchor=P169:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 16
Regions dissolved: 1
Repeated reconstructions avoided: 16
Largest region lifetime: 17
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=17
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2720
Maximum occupied tiles: 13
Seat events: 150
Single-blocker events: 50
Multiple-blocker events: 12
Temporary aisle reoccupations: 75

RIGHT AISLE
-----------
Total moves: 2575
Maximum occupied tiles: 12
Seat events: 156
Single-blocker events: 34
Multiple-blocker events: 19
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 128
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6613
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8158
Total stationary ticks: 161721
Seat-event requests: 321
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 869
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 869
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 320\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 22 | standardDataset=306/306 (100.00%) | overlapDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | overlapWorse=false | standardFamily=COMPLETE_CABIN | overlapFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:33
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 23
Scenario seed: 4519082988640820556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 75.44%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 825
Passengers seated: 228/228
Average waiting ticks: 367.85
Longest waiting passenger: P154->11C(RIGHT)
Longest waiting ticks: 787

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1559
Maximum occupied tiles: 14
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 14
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 1754
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 29
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 123
Reservations granted: 123
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4498
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5596
Total stationary ticks: 87691
Seat-event requests: 238
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 544
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 544
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:33
Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 23
Scenario seed: 4519082988640820556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 75.44%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 825
Passengers seated: 228/228
Average waiting ticks: 367.79
Longest waiting passenger: P154->11C(RIGHT)
Longest waiting ticks: 787

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1559
Maximum occupied tiles: 14
Seat events: 110
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 1754
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 28
Multiple-blocker events: 12
Temporary aisle reoccupations: 54

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 123
Reservations granted: 123
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4533
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5617
Total stationary ticks: 87701
Seat-event requests: 238
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 538
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 538
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 23 | standardDataset=228/228 (100.00%) | overlapDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapWorse=false | standardFamily=COMPLETE_CABIN | overlapFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:33
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 24
Scenario seed: 4297087376607226005

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 66.79%
Aisle-assignment balance: 99.27%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 970
Passengers seated: 274/274
Average waiting ticks: 452.86
Longest waiting passenger: P54->10G(RIGHT)
Longest waiting ticks: 925

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:tiles23-26:occupied=4:anchor=P246:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 22
Regions dissolved: 1
Repeated reconstructions avoided: 22
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=23
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2167
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 39
Multiple-blocker events: 14
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2041
Maximum occupied tiles: 12
Seat events: 136
Single-blocker events: 37
Multiple-blocker events: 11
Temporary aisle reoccupations: 59

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 93
Reservations granted: 93
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5016
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6316
Total stationary ticks: 128215
Seat-event requests: 287
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 710
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 710
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 286\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:33
Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 24
Scenario seed: 4297087376607226005

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 66.79%
Aisle-assignment balance: 99.27%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 969
Passengers seated: 274/274
Average waiting ticks: 451.53
Longest waiting passenger: P54->10G(RIGHT)
Longest waiting ticks: 925

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2167
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 39
Multiple-blocker events: 14
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2041
Maximum occupied tiles: 12
Seat events: 136
Single-blocker events: 37
Multiple-blocker events: 11
Temporary aisle reoccupations: 59

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 89
Reservations granted: 89
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5045
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6272
Total stationary ticks: 127857
Seat-event requests: 283
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 675
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 675
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 283\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 24 | standardDataset=274/274 (100.00%) | overlapDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapWorse=false | standardFamily=COMPLETE_CABIN | overlapFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:33
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 25
Scenario seed: -1618752062860107760

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.39%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 90.20%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 797
Passengers seated: 204/204
Average waiting ticks: 336.86
Longest waiting passenger: P145->11G(RIGHT)
Longest waiting ticks: 754

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 7
Regions dissolved: 1
Repeated reconstructions avoided: 7
Largest region lifetime: 8
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=8
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1366
Maximum occupied tiles: 11
Seat events: 92
Single-blocker events: 18
Multiple-blocker events: 3
Temporary aisle reoccupations: 24

RIGHT AISLE
-----------
Total moves: 1550
Maximum occupied tiles: 14
Seat events: 112
Single-blocker events: 34
Multiple-blocker events: 14
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 110
Reservations granted: 108
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3670
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4541
Total stationary ticks: 71737
Seat-event requests: 212
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 442
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 442
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 214\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:33
Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 25
Scenario seed: -1618752062860107760

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Row-zone concentration (diagnostic control): 30.39%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 90.20%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 798
Passengers seated: 204/204
Average waiting ticks: 338.41
Longest waiting passenger: P145->11G(RIGHT)
Longest waiting ticks: 755

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 7
Regions dissolved: 1
Repeated reconstructions avoided: 7
Largest region lifetime: 8
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=8
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1366
Maximum occupied tiles: 11
Seat events: 92
Single-blocker events: 19
Multiple-blocker events: 3
Temporary aisle reoccupations: 25

RIGHT AISLE
-----------
Total moves: 1550
Maximum occupied tiles: 14
Seat events: 112
Single-blocker events: 33
Multiple-blocker events: 14
Temporary aisle reoccupations: 65

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 109
Reservations granted: 108
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3608
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4508
Total stationary ticks: 72005
Seat-event requests: 212
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 458
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 458
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 213\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 25 | standardDataset=204/204 (100.00%) | overlapDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapWorse=false | standardFamily=COMPLETE_CABIN | overlapFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:33
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 26
Scenario seed: 7637717698422060553

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 59.36%
Aisle-assignment balance: 94.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1276
Passengers seated: 342/342
Average waiting ticks: 566.26
Longest waiting passenger: P248->26A(LEFT)
Longest waiting ticks: 1229

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 4
Largest detected cluster: 4
Selected release potential total: 5
Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 48
Regions dissolved: 3
Repeated reconstructions avoided: 48
Largest region lifetime: 31
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=31
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3173
Maximum occupied tiles: 15
Seat events: 181
Single-blocker events: 46
Multiple-blocker events: 25
Temporary aisle reoccupations: 103

RIGHT AISLE
-----------
Total moves: 2795
Maximum occupied tiles: 13
Seat events: 161
Single-blocker events: 49
Multiple-blocker events: 23
Temporary aisle reoccupations: 98

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 161
Reservations granted: 161
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7578
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9483
Total stationary ticks: 200246
Seat-event requests: 371
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 924
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 924
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 369\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:33
Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 26
Scenario seed: 7637717698422060553

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 59.36%
Aisle-assignment balance: 94.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1275
Passengers seated: 342/342
Average waiting ticks: 565.77
Longest waiting passenger: P248->26A(LEFT)
Longest waiting ticks: 1228

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 4
Largest detected cluster: 4
Selected release potential total: 5
Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 48
Regions dissolved: 3
Repeated reconstructions avoided: 48
Largest region lifetime: 31
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=31
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3173
Maximum occupied tiles: 15
Seat events: 181
Single-blocker events: 46
Multiple-blocker events: 25
Temporary aisle reoccupations: 103

RIGHT AISLE
-----------
Total moves: 2795
Maximum occupied tiles: 13
Seat events: 161
Single-blocker events: 49
Multiple-blocker events: 23
Temporary aisle reoccupations: 98

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 161
Reservations granted: 161
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7583
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9435
Total stationary ticks: 200060
Seat-event requests: 371
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 899
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 899
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 369\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 26 | standardDataset=342/342 (100.00%) | overlapDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=4 | convertedToSuccess=false | overlapWorse=false | standardFamily=COMPLETE_CABIN | overlapFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:33
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 27
Scenario seed: 7038436515696686281

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.46%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 784
Passengers seated: 216/216
Average waiting ticks: 348.83
Longest waiting passenger: P24->8D(LEFT)
Longest waiting ticks: 747

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles11-13:occupied=3:anchor=P209:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 14
Seat events: 111
Single-blocker events: 29
Multiple-blocker events: 17
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 1464
Maximum occupied tiles: 11
Seat events: 105
Single-blocker events: 24
Multiple-blocker events: 8
Temporary aisle reoccupations: 42

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 123
Reservations granted: 120
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4157
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5218
Total stationary ticks: 78912
Seat-event requests: 228
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 475
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 475
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 230\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:33
Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 27
Scenario seed: 7038436515696686281

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.46%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 784
Passengers seated: 216/216
Average waiting ticks: 348.75
Longest waiting passenger: P24->8D(LEFT)
Longest waiting ticks: 747

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles11-13:occupied=3:anchor=P209:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 14
Seat events: 111
Single-blocker events: 29
Multiple-blocker events: 17
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 1464
Maximum occupied tiles: 11
Seat events: 105
Single-blocker events: 24
Multiple-blocker events: 8
Temporary aisle reoccupations: 42

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 123
Reservations granted: 120
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4197
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5239
Total stationary ticks: 78918
Seat-event requests: 228
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 473
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 473
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 230\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 27 | standardDataset=216/216 (100.00%) | overlapDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | overlapWorse=false | standardFamily=COMPLETE_CABIN | overlapFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:33
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 28
Scenario seed: 3504961108606988885

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 66.06%
Aisle-assignment balance: 96.35%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 274/274
Average waiting ticks: 452.16
Longest waiting passenger: P162->5H(RIGHT)
Longest waiting ticks: 957

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles22-24:occupied=3:anchor=P175:selected=P83:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 15
Regions dissolved: 1
Repeated reconstructions avoided: 15
Largest region lifetime: 16
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=16
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2061
Maximum occupied tiles: 13
Seat events: 132
Single-blocker events: 31
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 2167
Maximum occupied tiles: 14
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 13
Temporary aisle reoccupations: 65

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 94
Reservations granted: 93
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5286
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6678
Total stationary ticks: 128384
Seat-event requests: 287
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 693
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 693
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 287\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:33
Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 28
Scenario seed: 3504961108606988885

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 66.06%
Aisle-assignment balance: 96.35%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1009
Passengers seated: 274/274
Average waiting ticks: 454.15
Longest waiting passenger: P162->5H(RIGHT)
Longest waiting ticks: 959

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles22-24:occupied=3:anchor=P175:selected=P83:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 15
Regions dissolved: 1
Repeated reconstructions avoided: 15
Largest region lifetime: 16
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=16
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2061
Maximum occupied tiles: 13
Seat events: 132
Single-blocker events: 31
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 2167
Maximum occupied tiles: 14
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 13
Temporary aisle reoccupations: 65

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 95
Reservations granted: 93
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5214
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6617
Total stationary ticks: 128832
Seat-event requests: 287
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 722
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 722
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 288\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 28 | standardDataset=274/274 (100.00%) | overlapDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | overlapWorse=false | standardFamily=COMPLETE_CABIN | overlapFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:33
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 29
Scenario seed: 8058727884467314553

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 67.52%
Aisle-assignment balance: 95.62%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2418
Passengers seated: 258/274
Average waiting ticks: 468.27
Longest waiting passenger: P89->18D(RIGHT)
Longest waiting ticks: 2380

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 24
Cluster candidates evaluated: 47
Executable cluster candidates: 10
Rejected cluster candidates: 37
Cluster selections: 6
Cluster-selected events started: 6
Largest detected cluster: 16
Selected release potential total: 26
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1839
Regions dissolved: 2
Repeated reconstructions avoided: 1839
Largest region lifetime: 1771
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1771:occupied=16
Confirmation deferral ticks: 5
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1566
State changes reopening evaluation: 21
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2020
Maximum occupied tiles: 14
Seat events: 131
Single-blocker events: 43
Multiple-blocker events: 8
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 2227
Maximum occupied tiles: 22
Seat events: 127
Single-blocker events: 40
Multiple-blocker events: 10
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1630
Reservations granted: 1627
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 12
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 19602
Longest unresolved passenger ID: 90
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 9
Longest dependency chain: P137(25E/RIGHT) -> P94(27G/RIGHT) -> P190(24F/RIGHT) -> P24(25I/RIGHT) -> P88(28D/RIGHT) -> P102(27F/RIGHT) -> P87(31H/RIGHT) -> P184(31D/RIGHT) -> P20(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 137
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 12
Total blocked ticks: 32482
Total stationary ticks: 151925
Seat-event requests: 1882
Failed seat-event starts: 1624

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 20
Critical blocker identity: P20->28I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 8
Critical tree size including blocker: 9
Critical tree depth: 9
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 16
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 7
Critical blocker tree:
P20(28I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P184(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P87(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P102(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P88(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P24(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P190(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P94(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P137(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1605
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 29|30
Critical blocker yield-tile occupants: 13|153
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 3
Yield-tile occupied failures: 1605
Rear-boundary failures: 19
Middle-bank reservation failures: 3
Active-event deferrals: 1075
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 2
Yield-occupant trace: yieldOccupant[13]: P13(31G/RIGHT/MOVING_IN_AISLE@tile29) -> P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[153]: P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P153->30E(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P13{seat=31G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=29,directBlocker=153,lastMoveTick=698,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P153{seat=30E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=648,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 29|30
Current yield-tile occupants: 13|153
Final row-event chain: 20|13|153
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1880\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 7\nOccupied-space rejections: 3201\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:33
Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 29
Scenario seed: 8058727884467314553

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 67.52%
Aisle-assignment balance: 95.62%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2418
Passengers seated: 258/274
Average waiting ticks: 468.33
Longest waiting passenger: P89->18D(RIGHT)
Longest waiting ticks: 2380

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 24
Cluster candidates evaluated: 47
Executable cluster candidates: 10
Rejected cluster candidates: 37
Cluster selections: 6
Cluster-selected events started: 6
Largest detected cluster: 16
Selected release potential total: 26
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1839
Regions dissolved: 2
Repeated reconstructions avoided: 1839
Largest region lifetime: 1771
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1771:occupied=16
Confirmation deferral ticks: 5
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1566
State changes reopening evaluation: 21
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2020
Maximum occupied tiles: 14
Seat events: 131
Single-blocker events: 44
Multiple-blocker events: 8
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2227
Maximum occupied tiles: 22
Seat events: 127
Single-blocker events: 41
Multiple-blocker events: 9
Temporary aisle reoccupations: 59

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1629
Reservations granted: 1627
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 12
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 19611
Longest unresolved passenger ID: 90
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 9
Longest dependency chain: P137(25E/RIGHT) -> P94(27G/RIGHT) -> P190(24F/RIGHT) -> P24(25I/RIGHT) -> P88(28D/RIGHT) -> P102(27F/RIGHT) -> P87(31H/RIGHT) -> P184(31D/RIGHT) -> P20(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 137
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 12
Total blocked ticks: 32469
Total stationary ticks: 151922
Seat-event requests: 1882
Failed seat-event starts: 1624

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 20
Critical blocker identity: P20->28I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 8
Critical tree size including blocker: 9
Critical tree depth: 9
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 16
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 7
Critical blocker tree:
P20(28I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P184(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P87(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P102(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P88(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P24(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P190(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P94(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P137(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1605
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 29|30
Critical blocker yield-tile occupants: 13|153
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 3
Yield-tile occupied failures: 1605
Rear-boundary failures: 19
Middle-bank reservation failures: 2
Active-event deferrals: 1085
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 2
Yield-occupant trace: yieldOccupant[13]: P13(31G/RIGHT/MOVING_IN_AISLE@tile29) -> P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[153]: P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P153->30E(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P13{seat=31G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=29,directBlocker=153,lastMoveTick=698,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P153{seat=30E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=648,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 29|30
Current yield-tile occupants: 13|153
Final row-event chain: 20|13|153
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1878\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 9\nOccupied-space rejections: 3202\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 29 | standardDataset=258/274 (94.16%) | overlapDataset=258/274 (94.16%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=6 | clusterStarts=6 | convertedToSuccess=false | overlapWorse=false | standardFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL | overlapFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:33
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 30
Scenario seed: 4796178364709272712

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 60.07%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1073
Passengers seated: 288/288
Average waiting ticks: 486.26
Longest waiting passenger: P242->22A(LEFT)
Longest waiting ticks: 1020

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles24-27:occupied=3:anchor=P272:selected=P258:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 13
Regions dissolved: 1
Repeated reconstructions avoided: 13
Largest region lifetime: 14
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=14
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2587
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 40
Multiple-blocker events: 17
Temporary aisle reoccupations: 77

RIGHT AISLE
-----------
Total moves: 2427
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 36
Multiple-blocker events: 18
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 124
Reservations granted: 120
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6089
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7510
Total stationary ticks: 145204
Seat-event requests: 303
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 751
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 751
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 306\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
============================================================
Date/Time: 2026-07-16 15:52:33
Experiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 30
Scenario seed: 4796178364709272712

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 60.07%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1074
Passengers seated: 288/288
Average waiting ticks: 486.74
Longest waiting passenger: P242->22A(LEFT)
Longest waiting ticks: 1021

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2587
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 40
Multiple-blocker events: 17
Temporary aisle reoccupations: 77

RIGHT AISLE
-----------
Total moves: 2427
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 36
Multiple-blocker events: 18
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 119
Reservations granted: 116
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6022
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7391
Total stationary ticks: 145277
Seat-event requests: 299
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 714
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 714
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DUAL_WINDOW_PERTURBATION_OVERLAP_ALIGNMENT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 302\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 30 | standardDataset=288/288 (100.00%) | overlapDataset=288/288 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapWorse=false | standardFamily=COMPLETE_CABIN | overlapFamily=COMPLETE_CABIN

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 12
DUAL-WINDOW PERTURBATION OVERLAP ALIGNMENT
************************************************************
Experiment seed: 1783790101901
Scenarios executed: 60
Successful completions: 54
Incomplete/MAX_TICKS: 6
Average completed ticks: 1080.20
Average waiting ticks: 422.70
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:32
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 1
Scenario seed: 7216130499227313205

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 66.79%
Aisle-assignment balance: 98.54%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 990
Passengers seated: 274/274
Average waiting ticks: 450.42
Longest waiting passenger: P233->32A(LEFT)
Longest waiting ticks: 921

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2125
Maximum occupied tiles: 12
Seat events: 139
Single-blocker events: 45
Multiple-blocker events: 13
Temporary aisle reoccupations: 71

RIGHT AISLE
-----------
Total moves: 2075
Maximum occupied tiles: 11
Seat events: 135
Single-blocker events: 41
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5198
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6411
Total stationary ticks: 127724
Seat-event requests: 284
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 632
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 632
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:32
Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 1
Scenario seed: 7216130499227313205

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 66.79%
Aisle-assignment balance: 98.54%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 274/274
Average waiting ticks: 449.14
Longest waiting passenger: P233->32A(LEFT)
Longest waiting ticks: 920

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2125
Maximum occupied tiles: 12
Seat events: 139
Single-blocker events: 46
Multiple-blocker events: 12
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2075
Maximum occupied tiles: 12
Seat events: 135
Single-blocker events: 42
Multiple-blocker events: 8
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 97
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5206
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6302
Total stationary ticks: 127317
Seat-event requests: 282
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 594
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 594
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 286\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 01 | standardDataset=274/274 (100.00%) | motifDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | motifWorse=false | standardFamily=COMPLETE_CABIN | motifFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:32
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 2
Scenario seed: -5145057424286824451

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.48%
Blocker-prone seat share (topology component): 73.61%
Aisle-assignment balance: 94.44%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 799
Passengers seated: 216/216
Average waiting ticks: 351.06
Longest waiting passenger: P90->5C(LEFT)
Longest waiting ticks: 749

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 31
Regions dissolved: 2
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 12
Seat events: 114
Single-blocker events: 32
Multiple-blocker events: 9
Temporary aisle reoccupations: 52

RIGHT AISLE
-----------
Total moves: 1517
Maximum occupied tiles: 11
Seat events: 102
Single-blocker events: 19
Multiple-blocker events: 9
Temporary aisle reoccupations: 38

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 121
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3653
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4671
Total stationary ticks: 78797
Seat-event requests: 225
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 229\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:32
Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 2
Scenario seed: -5145057424286824451

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Row-zone concentration (diagnostic control): 31.48%
Blocker-prone seat share (topology component): 73.61%
Aisle-assignment balance: 94.44%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 799
Passengers seated: 216/216
Average waiting ticks: 350.63
Longest waiting passenger: P90->5C(LEFT)
Longest waiting ticks: 749

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 31
Regions dissolved: 2
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 12
Seat events: 114
Single-blocker events: 30
Multiple-blocker events: 9
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1517
Maximum occupied tiles: 10
Seat events: 102
Single-blocker events: 20
Multiple-blocker events: 9
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 126
Reservations granted: 121
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3748
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4707
Total stationary ticks: 78802
Seat-event requests: 224
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 508
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 508
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 229\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 02 | standardDataset=216/216 (100.00%) | motifDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | motifWorse=false | standardFamily=COMPLETE_CABIN | motifFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:32
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 3
Scenario seed: 3757159740356003327

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.65%
Blocker-prone seat share (topology component): 60.53%
Aisle-assignment balance: 98.83%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1266
Passengers seated: 342/342
Average waiting ticks: 588.90
Longest waiting passenger: P156->23B(LEFT)
Longest waiting ticks: 1212

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3072
Maximum occupied tiles: 14
Seat events: 173
Single-blocker events: 56
Multiple-blocker events: 25
Temporary aisle reoccupations: 111

RIGHT AISLE
-----------
Total moves: 2968
Maximum occupied tiles: 12
Seat events: 169
Single-blocker events: 49
Multiple-blocker events: 22
Temporary aisle reoccupations: 96

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 147
Reservations granted: 143
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6815
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8177
Total stationary ticks: 206919
Seat-event requests: 351
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 758
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 758
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 355\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:32
Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 3
Scenario seed: 3757159740356003327

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Row-zone concentration (diagnostic control): 28.65%
Blocker-prone seat share (topology component): 60.53%
Aisle-assignment balance: 98.83%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1262
Passengers seated: 342/342
Average waiting ticks: 584.29
Longest waiting passenger: P156->23B(LEFT)
Longest waiting ticks: 1208

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3072
Maximum occupied tiles: 15
Seat events: 173
Single-blocker events: 56
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

RIGHT AISLE
-----------
Total moves: 2968
Maximum occupied tiles: 12
Seat events: 169
Single-blocker events: 49
Multiple-blocker events: 22
Temporary aisle reoccupations: 96

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 142
Reservations granted: 142
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7020
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8483
Total stationary ticks: 205579
Seat-event requests: 350
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 812
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 812
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 350\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 03 | standardDataset=342/342 (100.00%) | motifDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | motifWorse=false | standardFamily=COMPLETE_CABIN | motifFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:32
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 4
Scenario seed: 4505242574357131631

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.49%
Aisle-assignment balance: 91.18%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2255
Passengers seated: 200/204
Average waiting ticks: 339.50
Longest waiting passenger: P88->29C(RIGHT)
Longest waiting ticks: 2194

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1498
Regions dissolved: 0
Repeated reconstructions avoided: 1498
Largest region lifetime: 1499
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1499:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1496
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1348
Maximum occupied tiles: 11
Seat events: 93
Single-blocker events: 18
Multiple-blocker events: 4
Temporary aisle reoccupations: 26

RIGHT AISLE
-----------
Total moves: 1644
Maximum occupied tiles: 13
Seat events: 107
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1613
Reservations granted: 1609
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 4973
Longest unresolved passenger ID: 201
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P147(28E/RIGHT) -> P139(29G/RIGHT) -> P201(30D/RIGHT) -> P88(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 147
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 11024
Total stationary ticks: 77119
Seat-event requests: 1709
Failed seat-event starts: 1509

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 88
Critical blocker identity: P88->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 4
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P88(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P201(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P139(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P147(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 4
Rear-boundary failures: 1505
Middle-bank reservation failures: 4
Active-event deferrals: 595
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1714\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:32
Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 4
Scenario seed: 4505242574357131631

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.49%
Aisle-assignment balance: 91.18%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2251
Passengers seated: 200/204
Average waiting ticks: 336.55
Longest waiting passenger: P88->29C(RIGHT)
Longest waiting ticks: 2190

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1506
Regions dissolved: 1
Repeated reconstructions avoided: 1506
Largest region lifetime: 1499
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1499:occupied=4
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1496
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1348
Maximum occupied tiles: 12
Seat events: 93
Single-blocker events: 19
Multiple-blocker events: 4
Temporary aisle reoccupations: 27

RIGHT AISLE
-----------
Total moves: 1644
Maximum occupied tiles: 12
Seat events: 107
Single-blocker events: 26
Multiple-blocker events: 11
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1619
Reservations granted: 1612
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 4982
Longest unresolved passenger ID: 201
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P147(28E/RIGHT) -> P139(29G/RIGHT) -> P201(30D/RIGHT) -> P88(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 147
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 11152
Total stationary ticks: 76712
Seat-event requests: 1712
Failed seat-event starts: 1512

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 88
Critical blocker identity: P88->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 4
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P88(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P201(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P139(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P147(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 7
Rear-boundary failures: 1505
Middle-bank reservation failures: 7
Active-event deferrals: 531
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1718\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 04 | standardDataset=200/204 (98.04%) | motifDataset=200/204 (98.04%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | motifWorse=false | standardFamily=REAR_BOUNDARY_LOCK | motifFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:32
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 5
Scenario seed: -6826745434564669881

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 870
Passengers seated: 235/235
Average waiting ticks: 386.29
Longest waiting passenger: P138->20E(RIGHT)
Longest waiting ticks: 843

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1722
Maximum occupied tiles: 12
Seat events: 113
Single-blocker events: 30
Multiple-blocker events: 8
Temporary aisle reoccupations: 48

RIGHT AISLE
-----------
Total moves: 1667
Maximum occupied tiles: 10
Seat events: 122
Single-blocker events: 34
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4517
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5593
Total stationary ticks: 94540
Seat-event requests: 245
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 566
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 566
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:32
Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 5
Scenario seed: -6826745434564669881

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 865
Passengers seated: 235/235
Average waiting ticks: 384.62
Longest waiting passenger: P138->20E(RIGHT)
Longest waiting ticks: 838

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 27
Regions dissolved: 2
Repeated reconstructions avoided: 27
Largest region lifetime: 16
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1722
Maximum occupied tiles: 12
Seat events: 113
Single-blocker events: 28
Multiple-blocker events: 9
Temporary aisle reoccupations: 48

RIGHT AISLE
-----------
Total moves: 1667
Maximum occupied tiles: 12
Seat events: 122
Single-blocker events: 34
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 132
Reservations granted: 127
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4710
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5851
Total stationary ticks: 94385
Seat-event requests: 245
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 568
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 568
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 05 | standardDataset=235/235 (100.00%) | motifDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | motifWorse=false | standardFamily=COMPLETE_CABIN | motifFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:32
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 6
Scenario seed: 2513822240434754174

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.82%
Blocker-prone seat share (topology component): 77.94%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 731
Passengers seated: 204/204
Average waiting ticks: 331.67
Longest waiting passenger: P8->20F(RIGHT)
Longest waiting ticks: 685

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1499
Maximum occupied tiles: 14
Seat events: 102
Single-blocker events: 24
Multiple-blocker events: 8
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1479
Maximum occupied tiles: 12
Seat events: 102
Single-blocker events: 30
Multiple-blocker events: 6
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3601
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4643
Total stationary ticks: 70621
Seat-event requests: 210
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 585
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 585
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 210\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:32
Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 6
Scenario seed: 2513822240434754174

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Row-zone concentration (diagnostic control): 33.82%
Blocker-prone seat share (topology component): 77.94%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 731
Passengers seated: 204/204
Average waiting ticks: 331.53
Longest waiting passenger: P8->20F(RIGHT)
Longest waiting ticks: 685

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1499
Maximum occupied tiles: 14
Seat events: 102
Single-blocker events: 24
Multiple-blocker events: 8
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1479
Maximum occupied tiles: 12
Seat events: 102
Single-blocker events: 30
Multiple-blocker events: 6
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3629
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4721
Total stationary ticks: 70650
Seat-event requests: 210
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 604
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 604
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 210\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 06 | standardDataset=204/204 (100.00%) | motifDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | motifWorse=false | standardFamily=COMPLETE_CABIN | motifFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:32
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 7
Scenario seed: -4676738862831661214

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.80%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 98.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 772
Passengers seated: 216/216
Average waiting ticks: 349.32
Longest waiting passenger: P213->4C(LEFT)
Longest waiting ticks: 721

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 24
Regions dissolved: 2
Repeated reconstructions avoided: 24
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1563
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 21
Multiple-blocker events: 10
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1500
Maximum occupied tiles: 12
Seat events: 106
Single-blocker events: 24
Multiple-blocker events: 10
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 119
Reservations granted: 119
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3938
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5006
Total stationary ticks: 78770
Seat-event requests: 227
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 538
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 538
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 227\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:32
Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 7
Scenario seed: -4676738862831661214

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Row-zone concentration (diagnostic control): 33.80%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 98.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 772
Passengers seated: 216/216
Average waiting ticks: 348.99
Longest waiting passenger: P213->4C(LEFT)
Longest waiting ticks: 726

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 24
Regions dissolved: 2
Repeated reconstructions avoided: 24
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1563
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 22
Multiple-blocker events: 10
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1500
Maximum occupied tiles: 12
Seat events: 106
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 117
Reservations granted: 117
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4033
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5045
Total stationary ticks: 78786
Seat-event requests: 225
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 498
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 498
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 225\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 07 | standardDataset=216/216 (100.00%) | motifDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | motifWorse=false | standardFamily=COMPLETE_CABIN | motifFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:32
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 8
Scenario seed: 2451708163553084058

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.05%
Blocker-prone seat share (topology component): 64.86%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 943
Passengers seated: 259/259
Average waiting ticks: 421.84
Longest waiting passenger: P256->9F(LEFT)
Longest waiting ticks: 901

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles10-13:occupied=3:anchor=P12:selected=P71:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2017
Maximum occupied tiles: 12
Seat events: 135
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1933
Maximum occupied tiles: 14
Seat events: 124
Single-blocker events: 35
Multiple-blocker events: 9
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 90
Reservations granted: 90
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5174
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6489
Total stationary ticks: 113674
Seat-event requests: 273
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 652
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 652
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 272\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:32
Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 8
Scenario seed: 2451708163553084058

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Row-zone concentration (diagnostic control): 32.05%
Blocker-prone seat share (topology component): 64.86%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 943
Passengers seated: 259/259
Average waiting ticks: 421.09
Longest waiting passenger: P256->9F(LEFT)
Longest waiting ticks: 901

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles10-13:occupied=3:anchor=P12:selected=P71:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2017
Maximum occupied tiles: 12
Seat events: 135
Single-blocker events: 42
Multiple-blocker events: 16
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 1933
Maximum occupied tiles: 14
Seat events: 124
Single-blocker events: 35
Multiple-blocker events: 9
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 94
Reservations granted: 90
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5284
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6689
Total stationary ticks: 113635
Seat-event requests: 273
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 683
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 683
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 276\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 08 | standardDataset=259/259 (100.00%) | motifDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | motifWorse=false | standardFamily=COMPLETE_CABIN | motifFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:32
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 9
Scenario seed: 7260830704529197968

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 35.42%
Blocker-prone seat share (topology component): 75.52%
Aisle-assignment balance: 89.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 754
Passengers seated: 192/192
Average waiting ticks: 315.99
Longest waiting passenger: P145->3H(RIGHT)
Longest waiting ticks: 702

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P60:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1277
Maximum occupied tiles: 12
Seat events: 86
Single-blocker events: 13
Multiple-blocker events: 6
Temporary aisle reoccupations: 26

RIGHT AISLE
-----------
Total moves: 1496
Maximum occupied tiles: 11
Seat events: 106
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 105
Reservations granted: 102
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3411
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4220
Total stationary ticks: 63467
Seat-event requests: 203
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 413
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 413
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 205\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:32
Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 9
Scenario seed: 7260830704529197968

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Row-zone concentration (diagnostic control): 35.42%
Blocker-prone seat share (topology component): 75.52%
Aisle-assignment balance: 89.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 756
Passengers seated: 192/192
Average waiting ticks: 315.15
Longest waiting passenger: P145->3H(RIGHT)
Longest waiting ticks: 694

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P60:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1277
Maximum occupied tiles: 12
Seat events: 86
Single-blocker events: 13
Multiple-blocker events: 6
Temporary aisle reoccupations: 26

RIGHT AISLE
-----------
Total moves: 1496
Maximum occupied tiles: 13
Seat events: 106
Single-blocker events: 28
Multiple-blocker events: 10
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 105
Reservations granted: 104
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3554
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4473
Total stationary ticks: 63506
Seat-event requests: 205
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 450
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 450
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 205\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 09 | standardDataset=192/192 (100.00%) | motifDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | motifWorse=false | standardFamily=COMPLETE_CABIN | motifFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:32
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 10
Scenario seed: -447105676847956095

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.36%
Blocker-prone seat share (topology component): 59.65%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1251
Passengers seated: 342/342
Average waiting ticks: 564.00
Longest waiting passenger: P179->11J(RIGHT)
Longest waiting ticks: 1169

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 5
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: RIGHT:tiles10-14:occupied=4:anchor=P314:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 91
Regions dissolved: 4
Repeated reconstructions avoided: 91
Largest region lifetime: 46
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=46
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 4
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2926
Maximum occupied tiles: 12
Seat events: 165
Single-blocker events: 39
Multiple-blocker events: 30
Temporary aisle reoccupations: 103

RIGHT AISLE
-----------
Total moves: 3031
Maximum occupied tiles: 15
Seat events: 177
Single-blocker events: 40
Multiple-blocker events: 31
Temporary aisle reoccupations: 107

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 163
Reservations granted: 162
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7775
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9654
Total stationary ticks: 199662
Seat-event requests: 376
Failed seat-event starts: 34

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 889
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 34
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 889
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 10\nOccupied-space rejections: 41\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:32
Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 10
Scenario seed: -447105676847956095

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Row-zone concentration (diagnostic control): 28.36%
Blocker-prone seat share (topology component): 59.65%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1251
Passengers seated: 342/342
Average waiting ticks: 563.76
Longest waiting passenger: P179->11J(RIGHT)
Longest waiting ticks: 1169

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 5
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: RIGHT:tiles10-14:occupied=4:anchor=P314:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 91
Regions dissolved: 4
Repeated reconstructions avoided: 91
Largest region lifetime: 46
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=46
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 4
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2926
Maximum occupied tiles: 12
Seat events: 165
Single-blocker events: 38
Multiple-blocker events: 30
Temporary aisle reoccupations: 102

RIGHT AISLE
-----------
Total moves: 3031
Maximum occupied tiles: 15
Seat events: 177
Single-blocker events: 40
Multiple-blocker events: 31
Temporary aisle reoccupations: 107

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 163
Reservations granted: 162
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7835
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9786
Total stationary ticks: 199684
Seat-event requests: 376
Failed seat-event starts: 34

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 916
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 34
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 916
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 10\nOccupied-space rejections: 41\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 10 | standardDataset=342/342 (100.00%) | motifDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | motifWorse=false | standardFamily=COMPLETE_CABIN | motifFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:32
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 11
Scenario seed: 3638877016897499986

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 29.57%
Blocker-prone seat share (topology component): 66.96%
Aisle-assignment balance: 99.13%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 804
Passengers seated: 230/230
Average waiting ticks: 370.66
Longest waiting passenger: P111->9B(LEFT)
Longest waiting ticks: 763

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1700
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 28
Multiple-blocker events: 8
Temporary aisle reoccupations: 44

RIGHT AISLE
-----------
Total moves: 1814
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 38
Multiple-blocker events: 7
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 78
Reservations granted: 78
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4669
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5600
Total stationary ticks: 89203
Seat-event requests: 235
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 461
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 461
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 235\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:32
Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 11
Scenario seed: 3638877016897499986

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Row-zone concentration (diagnostic control): 29.57%
Blocker-prone seat share (topology component): 66.96%
Aisle-assignment balance: 99.13%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 805
Passengers seated: 230/230
Average waiting ticks: 370.99
Longest waiting passenger: P111->9B(LEFT)
Longest waiting ticks: 764

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1700
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 27
Multiple-blocker events: 8
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1814
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 38
Multiple-blocker events: 7
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 78
Reservations granted: 78
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4684
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5620
Total stationary ticks: 89285
Seat-event requests: 235
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 475
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 475
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 235\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 11 | standardDataset=230/230 (100.00%) | motifDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | motifWorse=false | standardFamily=COMPLETE_CABIN | motifFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:32
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 12
Scenario seed: -8976697486543855838

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 36.46%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 705
Passengers seated: 192/192
Average waiting ticks: 319.16
Longest waiting passenger: P84->11G(RIGHT)
Longest waiting ticks: 676

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: LEFT:tiles9-11:occupied=3:anchor=P136:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 40
Regions dissolved: 2
Repeated reconstructions avoided: 40
Largest region lifetime: 31
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=11
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1421
Maximum occupied tiles: 12
Seat events: 96
Single-blocker events: 23
Multiple-blocker events: 7
Temporary aisle reoccupations: 40

RIGHT AISLE
-----------
Total moves: 1396
Maximum occupied tiles: 11
Seat events: 96
Single-blocker events: 19
Multiple-blocker events: 6
Temporary aisle reoccupations: 31

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 100
Reservations granted: 100
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3355
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4022
Total stationary ticks: 63983
Seat-event requests: 201
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 348
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 348
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 199\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:32
Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 12
Scenario seed: -8976697486543855838

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Row-zone concentration (diagnostic control): 36.46%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 705
Passengers seated: 192/192
Average waiting ticks: 319.12
Longest waiting passenger: P84->11G(RIGHT)
Longest waiting ticks: 676

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:tiles9-11:occupied=3:anchor=P136:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1421
Maximum occupied tiles: 12
Seat events: 96
Single-blocker events: 23
Multiple-blocker events: 7
Temporary aisle reoccupations: 39

RIGHT AISLE
-----------
Total moves: 1396
Maximum occupied tiles: 11
Seat events: 96
Single-blocker events: 20
Multiple-blocker events: 6
Temporary aisle reoccupations: 32

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3308
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 3929
Total stationary ticks: 63903
Seat-event requests: 198
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 334
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 334
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 197\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 12 | standardDataset=192/192 (100.00%) | motifDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | motifWorse=false | standardFamily=COMPLETE_CABIN | motifFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:32
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 13
Scenario seed: 1058713798284952297

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.12%
Blocker-prone seat share (topology component): 61.11%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1097
Passengers seated: 306/306
Average waiting ticks: 507.68
Longest waiting passenger: P240->4A(LEFT)
Longest waiting ticks: 1037

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2758
Maximum occupied tiles: 12
Seat events: 153
Single-blocker events: 44
Multiple-blocker events: 15
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 2622
Maximum occupied tiles: 14
Seat events: 153
Single-blocker events: 37
Multiple-blocker events: 23
Temporary aisle reoccupations: 87

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 132
Reservations granted: 132
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6586
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7836
Total stationary ticks: 160799
Seat-event requests: 318
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 715
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 715
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 318\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:32
Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 13
Scenario seed: 1058713798284952297

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Row-zone concentration (diagnostic control): 27.12%
Blocker-prone seat share (topology component): 61.11%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1096
Passengers seated: 306/306
Average waiting ticks: 508.81
Longest waiting passenger: P240->4A(LEFT)
Longest waiting ticks: 1040

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2758
Maximum occupied tiles: 12
Seat events: 153
Single-blocker events: 45
Multiple-blocker events: 15
Temporary aisle reoccupations: 75

RIGHT AISLE
-----------
Total moves: 2622
Maximum occupied tiles: 13
Seat events: 153
Single-blocker events: 36
Multiple-blocker events: 24
Temporary aisle reoccupations: 88

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 133
Reservations granted: 132
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6431
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7753
Total stationary ticks: 161015
Seat-event requests: 318
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 751
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 751
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 319\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 13 | standardDataset=306/306 (100.00%) | motifDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | motifWorse=false | standardFamily=COMPLETE_CABIN | motifFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:32
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 14
Scenario seed: -2382699513390452918

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 824
Passengers seated: 235/235
Average waiting ticks: 380.83
Longest waiting passenger: P179->6D(RIGHT)
Longest waiting ticks: 806

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 7
Selected release potential total: 6
Last cluster decision: LEFT:tiles9-14:occupied=6:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 31
Regions dissolved: 1
Repeated reconstructions avoided: 31
Largest region lifetime: 32
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=32
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1734
Maximum occupied tiles: 13
Seat events: 116
Single-blocker events: 33
Multiple-blocker events: 9
Temporary aisle reoccupations: 53

RIGHT AISLE
-----------
Total moves: 1702
Maximum occupied tiles: 14
Seat events: 119
Single-blocker events: 32
Multiple-blocker events: 13
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 130
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4717
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5966
Total stationary ticks: 93608
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 576
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 576
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:32
Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 14
Scenario seed: -2382699513390452918

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 824
Passengers seated: 235/235
Average waiting ticks: 380.45
Longest waiting passenger: P179->6D(RIGHT)
Longest waiting ticks: 806

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1734
Maximum occupied tiles: 13
Seat events: 116
Single-blocker events: 33
Multiple-blocker events: 9
Temporary aisle reoccupations: 53

RIGHT AISLE
-----------
Total moves: 1702
Maximum occupied tiles: 14
Seat events: 119
Single-blocker events: 32
Multiple-blocker events: 13
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 132
Reservations granted: 126
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4817
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6044
Total stationary ticks: 93631
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 549
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 549
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 14 | standardDataset=235/235 (100.00%) | motifDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | motifWorse=false | standardFamily=COMPLETE_CABIN | motifFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:32
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 15
Scenario seed: 7910158282638001386

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.66%
Blocker-prone seat share (topology component): 66.41%
Aisle-assignment balance: 94.98%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 956
Passengers seated: 259/259
Average waiting ticks: 429.30
Longest waiting passenger: P57->12B(LEFT)
Longest waiting ticks: 922

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2045
Maximum occupied tiles: 13
Seat events: 136
Single-blocker events: 37
Multiple-blocker events: 14
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 1932
Maximum occupied tiles: 12
Seat events: 123
Single-blocker events: 32
Multiple-blocker events: 10
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 88
Reservations granted: 86
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5119
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6204
Total stationary ticks: 115474
Seat-event requests: 266
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 268\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:32
Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 15
Scenario seed: 7910158282638001386

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Row-zone concentration (diagnostic control): 31.66%
Blocker-prone seat share (topology component): 66.41%
Aisle-assignment balance: 94.98%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 952
Passengers seated: 259/259
Average waiting ticks: 427.64
Longest waiting passenger: P57->12B(LEFT)
Longest waiting ticks: 918

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2045
Maximum occupied tiles: 13
Seat events: 136
Single-blocker events: 35
Multiple-blocker events: 15
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 1932
Maximum occupied tiles: 11
Seat events: 123
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 54

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 86
Reservations granted: 86
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5144
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6281
Total stationary ticks: 115129
Seat-event requests: 266
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 550
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 550
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 266\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 15 | standardDataset=259/259 (100.00%) | motifDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | motifWorse=false | standardFamily=COMPLETE_CABIN | motifFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:32
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 16
Scenario seed: 7835976452476775241

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.04%
Blocker-prone seat share (topology component): 66.52%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 837
Passengers seated: 230/230
Average waiting ticks: 384.82
Longest waiting passenger: P49->16A(LEFT)
Longest waiting ticks: 780

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles16-18:occupied=3:anchor=P49:selected=P151:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1782
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 28
Multiple-blocker events: 8
Temporary aisle reoccupations: 44

RIGHT AISLE
-----------
Total moves: 1724
Maximum occupied tiles: 10
Seat events: 115
Single-blocker events: 33
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 79
Reservations granted: 79
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4064
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4973
Total stationary ticks: 91828
Seat-event requests: 239
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 468
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 468
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:32
Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 16
Scenario seed: 7835976452476775241

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Row-zone concentration (diagnostic control): 33.04%
Blocker-prone seat share (topology component): 66.52%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 230/230
Average waiting ticks: 385.82
Longest waiting passenger: P218->21H(RIGHT)
Longest waiting ticks: 789

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles16-18:occupied=3:anchor=P49:selected=P151:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1782
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 27
Multiple-blocker events: 8
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1724
Maximum occupied tiles: 10
Seat events: 115
Single-blocker events: 33
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 81
Reservations granted: 81
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4137
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4975
Total stationary ticks: 92118
Seat-event requests: 241
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 423
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 423
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 240\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 16 | standardDataset=230/230 (100.00%) | motifDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | motifWorse=false | standardFamily=COMPLETE_CABIN | motifFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:32
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 17
Scenario seed: -5603982636816805098

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 74.12%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2329
Passengers seated: 226/228
Average waiting ticks: 384.43
Longest waiting passenger: P22->29F(LEFT)
Longest waiting ticks: 2256

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 24
Regions dissolved: 2
Repeated reconstructions avoided: 24
Largest region lifetime: 17
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=17
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1590
Maximum occupied tiles: 12
Seat events: 116
Single-blocker events: 23
Multiple-blocker events: 10
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1694
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1648
Reservations granted: 1639
Reservations denied/waited: 9
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3986
Longest unresolved passenger ID: 47
Longest unresolved row: 29
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P47(29B/LEFT) -> P22(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 47
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8174
Total stationary ticks: 92549
Seat-event requests: 1757
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 22
Critical blocker identity: P22->29F(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P22(29F/LEFT/WAITING_FOR_SEAT_EVENT)
  P47(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1519
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 30|31|32
Critical blocker unavailable yield tiles: 31|32
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 12
Rear-boundary failures: 1519
Middle-bank reservation failures: 9
Active-event deferrals: 553
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 30|31|32
Current unavailable yield tiles: 31|32
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:33
Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 17
Scenario seed: -5603982636816805098

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 74.12%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2327
Passengers seated: 226/228
Average waiting ticks: 380.74
Longest waiting passenger: P22->29F(LEFT)
Longest waiting ticks: 2254

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 24
Regions dissolved: 2
Repeated reconstructions avoided: 24
Largest region lifetime: 17
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=17
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1590
Maximum occupied tiles: 12
Seat events: 116
Single-blocker events: 24
Multiple-blocker events: 10
Temporary aisle reoccupations: 47

RIGHT AISLE
-----------
Total moves: 1694
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 29
Multiple-blocker events: 7
Temporary aisle reoccupations: 45

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1649
Reservations granted: 1644
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4265
Longest unresolved passenger ID: 47
Longest unresolved row: 29
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P47(29B/LEFT) -> P22(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 47
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8347
Total stationary ticks: 91948
Seat-event requests: 1762
Failed seat-event starts: 1536

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 22
Critical blocker identity: P22->29F(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P22(29F/LEFT/WAITING_FOR_SEAT_EVENT)
  P47(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1522
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 30|31|32
Critical blocker unavailable yield tiles: 31|32
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 14
Rear-boundary failures: 1522
Middle-bank reservation failures: 5
Active-event deferrals: 495
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 30|31|32
Current unavailable yield tiles: 31|32
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1767\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 17 | standardDataset=226/228 (99.12%) | motifDataset=226/228 (99.12%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | motifWorse=false | standardFamily=REAR_BOUNDARY_LOCK | motifFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:33
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 18
Scenario seed: -29016899169270240

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1018
Passengers seated: 282/282
Average waiting ticks: 460.86
Longest waiting passenger: P39->31A(LEFT)
Longest waiting ticks: 950

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2171
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 41
Multiple-blocker events: 12
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 2188
Maximum occupied tiles: 11
Seat events: 138
Single-blocker events: 39
Multiple-blocker events: 20
Temporary aisle reoccupations: 79

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 101
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5629
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7092
Total stationary ticks: 134758
Seat-event requests: 293
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 749
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 749
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:33
Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 18
Scenario seed: -29016899169270240

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1019
Passengers seated: 282/282
Average waiting ticks: 461.10
Longest waiting passenger: P39->31A(LEFT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2171
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 41
Multiple-blocker events: 12
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 2188
Maximum occupied tiles: 11
Seat events: 138
Single-blocker events: 39
Multiple-blocker events: 20
Temporary aisle reoccupations: 79

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 101
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5664
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7049
Total stationary ticks: 134853
Seat-event requests: 293
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 689
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 689
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 18 | standardDataset=282/282 (100.00%) | motifDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | motifWorse=false | standardFamily=COMPLETE_CABIN | motifFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:33
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 19
Scenario seed: -1022932693840430131

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.20%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1270
Passengers seated: 353/353
Average waiting ticks: 595.20
Longest waiting passenger: P228->31D(RIGHT)
Longest waiting ticks: 1217

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 5
Clusters detected: 5
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:region=R5:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 5
Region updates: 107
Regions dissolved: 5
Repeated reconstructions avoided: 107
Largest region lifetime: 32
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R5:lifetime=8
Confirmation deferral ticks: 7
Regions reaching confirmation: 2
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3031
Maximum occupied tiles: 15
Seat events: 176
Single-blocker events: 50
Multiple-blocker events: 27
Temporary aisle reoccupations: 110

RIGHT AISLE
-----------
Total moves: 3177
Maximum occupied tiles: 13
Seat events: 177
Single-blocker events: 51
Multiple-blocker events: 34
Temporary aisle reoccupations: 129

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 160
Reservations granted: 158
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7492
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9457
Total stationary ticks: 216460
Seat-event requests: 384
Failed seat-event starts: 31

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 994
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 31
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 994
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 11\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:33
Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 19
Scenario seed: -1022932693840430131

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Row-zone concentration (diagnostic control): 27.20%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1272
Passengers seated: 353/353
Average waiting ticks: 594.90
Longest waiting passenger: P228->31D(RIGHT)
Longest waiting ticks: 1219

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 5
Clusters detected: 5
Activations without intervention: 5
Cluster candidates evaluated: 5
Executable cluster candidates: 5
Rejected cluster candidates: 0
Cluster selections: 4
Cluster-selected events started: 5
Largest detected cluster: 9
Selected release potential total: 22
Last cluster decision: RIGHT:region=R5:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 5
Region updates: 121
Regions dissolved: 5
Repeated reconstructions avoided: 121
Largest region lifetime: 42
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R5:lifetime=8
Confirmation deferral ticks: 8
Regions reaching confirmation: 3
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3031
Maximum occupied tiles: 15
Seat events: 176
Single-blocker events: 51
Multiple-blocker events: 27
Temporary aisle reoccupations: 111

RIGHT AISLE
-----------
Total moves: 3177
Maximum occupied tiles: 13
Seat events: 177
Single-blocker events: 51
Multiple-blocker events: 34
Temporary aisle reoccupations: 129

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 161
Reservations granted: 158
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7539
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9648
Total stationary ticks: 216486
Seat-event requests: 389
Failed seat-event starts: 36

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 1032
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 36
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 1032
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 388\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 13\nOccupied-space rejections: 44\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 19 | standardDataset=353/353 (100.00%) | motifDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=5 | clusterSelections=4 | clusterStarts=5 | convertedToSuccess=false | motifWorse=false | standardFamily=COMPLETE_CABIN | motifFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:33
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 20
Scenario seed: 7778104721219760133

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 65.69%
Aisle-assignment balance: 98.54%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 274/274
Average waiting ticks: 448.40
Longest waiting passenger: P182->28I(RIGHT)
Longest waiting ticks: 944

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 13
Seat events: 135
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 2076
Maximum occupied tiles: 12
Seat events: 139
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 92
Reservations granted: 92
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5548
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6972
Total stationary ticks: 127697
Seat-event requests: 284
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 677
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 677
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 284\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:33
Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 20
Scenario seed: 7778104721219760133

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 65.69%
Aisle-assignment balance: 98.54%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 988
Passengers seated: 274/274
Average waiting ticks: 447.87
Longest waiting passenger: P182->28I(RIGHT)
Longest waiting ticks: 943

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 13
Seat events: 135
Single-blocker events: 27
Multiple-blocker events: 12
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 2076
Maximum occupied tiles: 12
Seat events: 139
Single-blocker events: 33
Multiple-blocker events: 19
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 94
Reservations granted: 92
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5588
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6974
Total stationary ticks: 127557
Seat-event requests: 284
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 674
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 674
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 286\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 20 | standardDataset=274/274 (100.00%) | motifDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | motifWorse=false | standardFamily=COMPLETE_CABIN | motifFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:33
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 21
Scenario seed: -6050252773158139437

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.90%
Blocker-prone seat share (topology component): 75.52%
Aisle-assignment balance: 98.96%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 686
Passengers seated: 192/192
Average waiting ticks: 311.75
Longest waiting passenger: P131->5H(RIGHT)
Longest waiting ticks: 644

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1430
Maximum occupied tiles: 11
Seat events: 95
Single-blocker events: 26
Multiple-blocker events: 4
Temporary aisle reoccupations: 34

RIGHT AISLE
-----------
Total moves: 1368
Maximum occupied tiles: 11
Seat events: 97
Single-blocker events: 22
Multiple-blocker events: 5
Temporary aisle reoccupations: 32

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3532
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4379
Total stationary ticks: 62831
Seat-event requests: 195
Failed seat-event starts: 3

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 442
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 3
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 442
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 195\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:33
Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 21
Scenario seed: -6050252773158139437

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Row-zone concentration (diagnostic control): 34.90%
Blocker-prone seat share (topology component): 75.52%
Aisle-assignment balance: 98.96%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 684
Passengers seated: 192/192
Average waiting ticks: 309.58
Longest waiting passenger: P57->10B(LEFT)
Longest waiting ticks: 645

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1430
Maximum occupied tiles: 12
Seat events: 95
Single-blocker events: 26
Multiple-blocker events: 4
Temporary aisle reoccupations: 34

RIGHT AISLE
-----------
Total moves: 1368
Maximum occupied tiles: 11
Seat events: 97
Single-blocker events: 23
Multiple-blocker events: 4
Temporary aisle reoccupations: 31

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3691
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4499
Total stationary ticks: 62551
Seat-event requests: 195
Failed seat-event starts: 3

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 429
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 3
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 429
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 195\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 21 | standardDataset=192/192 (100.00%) | motifDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | motifWorse=false | standardFamily=COMPLETE_CABIN | motifFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:33
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 22
Scenario seed: -7549248447377455043

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.43%
Blocker-prone seat share (topology component): 60.46%
Aisle-assignment balance: 98.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1115
Passengers seated: 306/306
Average waiting ticks: 511.00
Longest waiting passenger: P126->23H(RIGHT)
Longest waiting ticks: 1059

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles22-26:occupied=4:anchor=P169:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 16
Regions dissolved: 1
Repeated reconstructions avoided: 16
Largest region lifetime: 17
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=17
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2720
Maximum occupied tiles: 13
Seat events: 150
Single-blocker events: 49
Multiple-blocker events: 12
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 2575
Maximum occupied tiles: 12
Seat events: 156
Single-blocker events: 35
Multiple-blocker events: 19
Temporary aisle reoccupations: 77

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 128
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6519
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8050
Total stationary ticks: 161843
Seat-event requests: 321
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 882
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 882
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 320\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:33
Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 22
Scenario seed: -7549248447377455043

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Row-zone concentration (diagnostic control): 28.43%
Blocker-prone seat share (topology component): 60.46%
Aisle-assignment balance: 98.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1115
Passengers seated: 306/306
Average waiting ticks: 510.61
Longest waiting passenger: P126->23H(RIGHT)
Longest waiting ticks: 1059

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles22-26:occupied=4:anchor=P169:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 16
Regions dissolved: 1
Repeated reconstructions avoided: 16
Largest region lifetime: 17
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=17
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2720
Maximum occupied tiles: 14
Seat events: 150
Single-blocker events: 50
Multiple-blocker events: 12
Temporary aisle reoccupations: 75

RIGHT AISLE
-----------
Total moves: 2575
Maximum occupied tiles: 13
Seat events: 156
Single-blocker events: 35
Multiple-blocker events: 19
Temporary aisle reoccupations: 77

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 128
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6696
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8164
Total stationary ticks: 161894
Seat-event requests: 321
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 832
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 832
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 320\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 22 | standardDataset=306/306 (100.00%) | motifDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | motifWorse=false | standardFamily=COMPLETE_CABIN | motifFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:33
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 23
Scenario seed: 4519082988640820556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 75.44%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 825
Passengers seated: 228/228
Average waiting ticks: 367.85
Longest waiting passenger: P154->11C(RIGHT)
Longest waiting ticks: 787

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1559
Maximum occupied tiles: 14
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 14
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 1754
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 29
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 123
Reservations granted: 123
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4498
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5596
Total stationary ticks: 87691
Seat-event requests: 238
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 544
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 544
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:33
Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 23
Scenario seed: 4519082988640820556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 75.44%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 825
Passengers seated: 228/228
Average waiting ticks: 367.88
Longest waiting passenger: P154->11C(RIGHT)
Longest waiting ticks: 787

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1559
Maximum occupied tiles: 14
Seat events: 110
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 1754
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 123
Reservations granted: 123
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4513
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5592
Total stationary ticks: 87680
Seat-event requests: 238
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 551
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 551
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 23 | standardDataset=228/228 (100.00%) | motifDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | motifWorse=false | standardFamily=COMPLETE_CABIN | motifFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:33
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 24
Scenario seed: 4297087376607226005

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 66.79%
Aisle-assignment balance: 99.27%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 970
Passengers seated: 274/274
Average waiting ticks: 452.86
Longest waiting passenger: P54->10G(RIGHT)
Longest waiting ticks: 925

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:tiles23-26:occupied=4:anchor=P246:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 22
Regions dissolved: 1
Repeated reconstructions avoided: 22
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=23
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2167
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 39
Multiple-blocker events: 14
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2041
Maximum occupied tiles: 12
Seat events: 136
Single-blocker events: 37
Multiple-blocker events: 11
Temporary aisle reoccupations: 59

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 93
Reservations granted: 93
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5016
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6316
Total stationary ticks: 128215
Seat-event requests: 287
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 710
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 710
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 286\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:33
Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 24
Scenario seed: 4297087376607226005

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 66.79%
Aisle-assignment balance: 99.27%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 972
Passengers seated: 274/274
Average waiting ticks: 452.38
Longest waiting passenger: P54->10G(RIGHT)
Longest waiting ticks: 928

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2167
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 39
Multiple-blocker events: 14
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2041
Maximum occupied tiles: 11
Seat events: 136
Single-blocker events: 36
Multiple-blocker events: 11
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 92
Reservations granted: 89
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5072
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6358
Total stationary ticks: 128169
Seat-event requests: 282
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 680
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 680
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 285\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 24 | standardDataset=274/274 (100.00%) | motifDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | motifWorse=false | standardFamily=COMPLETE_CABIN | motifFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:33
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 25
Scenario seed: -1618752062860107760

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.39%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 90.20%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 797
Passengers seated: 204/204
Average waiting ticks: 336.86
Longest waiting passenger: P145->11G(RIGHT)
Longest waiting ticks: 754

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 7
Regions dissolved: 1
Repeated reconstructions avoided: 7
Largest region lifetime: 8
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=8
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1366
Maximum occupied tiles: 11
Seat events: 92
Single-blocker events: 18
Multiple-blocker events: 3
Temporary aisle reoccupations: 24

RIGHT AISLE
-----------
Total moves: 1550
Maximum occupied tiles: 14
Seat events: 112
Single-blocker events: 34
Multiple-blocker events: 14
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 110
Reservations granted: 108
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3670
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4541
Total stationary ticks: 71737
Seat-event requests: 212
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 442
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 442
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 214\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:33
Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 25
Scenario seed: -1618752062860107760

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Row-zone concentration (diagnostic control): 30.39%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 90.20%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 795
Passengers seated: 204/204
Average waiting ticks: 335.29
Longest waiting passenger: P145->11G(RIGHT)
Longest waiting ticks: 752

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 7
Regions dissolved: 1
Repeated reconstructions avoided: 7
Largest region lifetime: 8
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=8
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1366
Maximum occupied tiles: 12
Seat events: 92
Single-blocker events: 19
Multiple-blocker events: 3
Temporary aisle reoccupations: 25

RIGHT AISLE
-----------
Total moves: 1550
Maximum occupied tiles: 14
Seat events: 112
Single-blocker events: 34
Multiple-blocker events: 14
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 109
Reservations granted: 109
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3857
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4838
Total stationary ticks: 71675
Seat-event requests: 213
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 472
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 472
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 213\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 25 | standardDataset=204/204 (100.00%) | motifDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | motifWorse=false | standardFamily=COMPLETE_CABIN | motifFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:33
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 26
Scenario seed: 7637717698422060553

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 59.36%
Aisle-assignment balance: 94.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1276
Passengers seated: 342/342
Average waiting ticks: 566.26
Longest waiting passenger: P248->26A(LEFT)
Longest waiting ticks: 1229

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 4
Largest detected cluster: 4
Selected release potential total: 5
Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 48
Regions dissolved: 3
Repeated reconstructions avoided: 48
Largest region lifetime: 31
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=31
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3173
Maximum occupied tiles: 15
Seat events: 181
Single-blocker events: 46
Multiple-blocker events: 25
Temporary aisle reoccupations: 103

RIGHT AISLE
-----------
Total moves: 2795
Maximum occupied tiles: 13
Seat events: 161
Single-blocker events: 49
Multiple-blocker events: 23
Temporary aisle reoccupations: 98

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 161
Reservations granted: 161
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7578
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9483
Total stationary ticks: 200246
Seat-event requests: 371
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 924
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 924
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 369\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:33
Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 26
Scenario seed: 7637717698422060553

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 59.36%
Aisle-assignment balance: 94.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1276
Passengers seated: 342/342
Average waiting ticks: 566.20
Longest waiting passenger: P248->26A(LEFT)
Longest waiting ticks: 1229

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 4
Largest detected cluster: 4
Selected release potential total: 5
Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 48
Regions dissolved: 3
Repeated reconstructions avoided: 48
Largest region lifetime: 31
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=31
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3173
Maximum occupied tiles: 15
Seat events: 181
Single-blocker events: 46
Multiple-blocker events: 25
Temporary aisle reoccupations: 103

RIGHT AISLE
-----------
Total moves: 2795
Maximum occupied tiles: 15
Seat events: 161
Single-blocker events: 49
Multiple-blocker events: 23
Temporary aisle reoccupations: 98

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 161
Reservations granted: 161
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7608
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9477
Total stationary ticks: 200228
Seat-event requests: 371
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 914
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 914
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 369\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 26 | standardDataset=342/342 (100.00%) | motifDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=4 | convertedToSuccess=false | motifWorse=false | standardFamily=COMPLETE_CABIN | motifFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:33
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 27
Scenario seed: 7038436515696686281

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.46%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 784
Passengers seated: 216/216
Average waiting ticks: 348.83
Longest waiting passenger: P24->8D(LEFT)
Longest waiting ticks: 747

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles11-13:occupied=3:anchor=P209:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 14
Seat events: 111
Single-blocker events: 29
Multiple-blocker events: 17
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 1464
Maximum occupied tiles: 11
Seat events: 105
Single-blocker events: 24
Multiple-blocker events: 8
Temporary aisle reoccupations: 42

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 123
Reservations granted: 120
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4157
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5218
Total stationary ticks: 78912
Seat-event requests: 228
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 475
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 475
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 230\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:33
Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 27
Scenario seed: 7038436515696686281

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.46%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 784
Passengers seated: 216/216
Average waiting ticks: 348.49
Longest waiting passenger: P24->8D(LEFT)
Longest waiting ticks: 747

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles11-13:occupied=3:anchor=P209:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 14
Seat events: 111
Single-blocker events: 29
Multiple-blocker events: 17
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 1464
Maximum occupied tiles: 11
Seat events: 105
Single-blocker events: 24
Multiple-blocker events: 8
Temporary aisle reoccupations: 42

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 123
Reservations granted: 120
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4232
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5352
Total stationary ticks: 78948
Seat-event requests: 228
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 495
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 495
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 230\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 27 | standardDataset=216/216 (100.00%) | motifDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | motifWorse=false | standardFamily=COMPLETE_CABIN | motifFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:33
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 28
Scenario seed: 3504961108606988885

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 66.06%
Aisle-assignment balance: 96.35%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 274/274
Average waiting ticks: 452.16
Longest waiting passenger: P162->5H(RIGHT)
Longest waiting ticks: 957

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles22-24:occupied=3:anchor=P175:selected=P83:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 15
Regions dissolved: 1
Repeated reconstructions avoided: 15
Largest region lifetime: 16
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=16
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2061
Maximum occupied tiles: 13
Seat events: 132
Single-blocker events: 31
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 2167
Maximum occupied tiles: 14
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 13
Temporary aisle reoccupations: 65

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 94
Reservations granted: 93
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5286
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6678
Total stationary ticks: 128384
Seat-event requests: 287
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 693
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 693
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 287\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:33
Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 28
Scenario seed: 3504961108606988885

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 66.06%
Aisle-assignment balance: 96.35%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1005
Passengers seated: 274/274
Average waiting ticks: 453.75
Longest waiting passenger: P162->5H(RIGHT)
Longest waiting ticks: 955

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles22-24:occupied=3:anchor=P175:selected=P83:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 15
Regions dissolved: 1
Repeated reconstructions avoided: 15
Largest region lifetime: 16
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=16
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2061
Maximum occupied tiles: 13
Seat events: 132
Single-blocker events: 33
Multiple-blocker events: 15
Temporary aisle reoccupations: 63

RIGHT AISLE
-----------
Total moves: 2167
Maximum occupied tiles: 14
Seat events: 142
Single-blocker events: 40
Multiple-blocker events: 13
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 94
Reservations granted: 92
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5243
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6631
Total stationary ticks: 128753
Seat-event requests: 286
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 706
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 706
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 287\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 28 | standardDataset=274/274 (100.00%) | motifDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | motifWorse=false | standardFamily=COMPLETE_CABIN | motifFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:33
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 29
Scenario seed: 8058727884467314553

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 67.52%
Aisle-assignment balance: 95.62%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2418
Passengers seated: 258/274
Average waiting ticks: 468.27
Longest waiting passenger: P89->18D(RIGHT)
Longest waiting ticks: 2380

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 24
Cluster candidates evaluated: 47
Executable cluster candidates: 10
Rejected cluster candidates: 37
Cluster selections: 6
Cluster-selected events started: 6
Largest detected cluster: 16
Selected release potential total: 26
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1839
Regions dissolved: 2
Repeated reconstructions avoided: 1839
Largest region lifetime: 1771
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1771:occupied=16
Confirmation deferral ticks: 5
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1566
State changes reopening evaluation: 21
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2020
Maximum occupied tiles: 14
Seat events: 131
Single-blocker events: 43
Multiple-blocker events: 8
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 2227
Maximum occupied tiles: 22
Seat events: 127
Single-blocker events: 40
Multiple-blocker events: 10
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1630
Reservations granted: 1627
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 12
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 19602
Longest unresolved passenger ID: 90
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 9
Longest dependency chain: P137(25E/RIGHT) -> P94(27G/RIGHT) -> P190(24F/RIGHT) -> P24(25I/RIGHT) -> P88(28D/RIGHT) -> P102(27F/RIGHT) -> P87(31H/RIGHT) -> P184(31D/RIGHT) -> P20(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 137
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 12
Total blocked ticks: 32482
Total stationary ticks: 151925
Seat-event requests: 1882
Failed seat-event starts: 1624

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 20
Critical blocker identity: P20->28I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 8
Critical tree size including blocker: 9
Critical tree depth: 9
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 16
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 7
Critical blocker tree:
P20(28I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P184(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P87(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P102(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P88(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P24(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P190(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P94(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P137(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1605
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 29|30
Critical blocker yield-tile occupants: 13|153
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 3
Yield-tile occupied failures: 1605
Rear-boundary failures: 19
Middle-bank reservation failures: 3
Active-event deferrals: 1075
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 2
Yield-occupant trace: yieldOccupant[13]: P13(31G/RIGHT/MOVING_IN_AISLE@tile29) -> P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[153]: P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P153->30E(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P13{seat=31G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=29,directBlocker=153,lastMoveTick=698,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P153{seat=30E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=648,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 29|30
Current yield-tile occupants: 13|153
Final row-event chain: 20|13|153
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1880\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 7\nOccupied-space rejections: 3201\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:33
Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 29
Scenario seed: 8058727884467314553

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 67.52%
Aisle-assignment balance: 95.62%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2418
Passengers seated: 258/274
Average waiting ticks: 468.38
Longest waiting passenger: P89->18D(RIGHT)
Longest waiting ticks: 2380

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 24
Cluster candidates evaluated: 47
Executable cluster candidates: 10
Rejected cluster candidates: 37
Cluster selections: 6
Cluster-selected events started: 6
Largest detected cluster: 16
Selected release potential total: 26
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1839
Regions dissolved: 2
Repeated reconstructions avoided: 1839
Largest region lifetime: 1771
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1771:occupied=16
Confirmation deferral ticks: 5
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1566
State changes reopening evaluation: 21
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2020
Maximum occupied tiles: 14
Seat events: 131
Single-blocker events: 43
Multiple-blocker events: 9
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 2227
Maximum occupied tiles: 22
Seat events: 127
Single-blocker events: 43
Multiple-blocker events: 9
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1628
Reservations granted: 1627
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 12
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 19628
Longest unresolved passenger ID: 90
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 9
Longest dependency chain: P137(25E/RIGHT) -> P94(27G/RIGHT) -> P190(24F/RIGHT) -> P24(25I/RIGHT) -> P88(28D/RIGHT) -> P102(27F/RIGHT) -> P87(31H/RIGHT) -> P184(31D/RIGHT) -> P20(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 137
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 12
Total blocked ticks: 32466
Total stationary ticks: 151912
Seat-event requests: 1882
Failed seat-event starts: 1624

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 20
Critical blocker identity: P20->28I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 8
Critical tree size including blocker: 9
Critical tree depth: 9
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 16
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 7
Critical blocker tree:
P20(28I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P184(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P87(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P102(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P88(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P24(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P190(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P94(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P137(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1605
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 29|30
Critical blocker yield-tile occupants: 13|153
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 3
Yield-tile occupied failures: 1605
Rear-boundary failures: 19
Middle-bank reservation failures: 1
Active-event deferrals: 1100
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 2
Yield-occupant trace: yieldOccupant[13]: P13(31G/RIGHT/MOVING_IN_AISLE@tile29) -> P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[153]: P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P153->30E(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P13{seat=31G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=29,directBlocker=153,lastMoveTick=698,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P153{seat=30E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=648,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 29|30
Current yield-tile occupants: 13|153
Final row-event chain: 20|13|153
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1877\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 9\nOccupied-space rejections: 3201\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 29 | standardDataset=258/274 (94.16%) | motifDataset=258/274 (94.16%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=6 | clusterStarts=6 | convertedToSuccess=false | motifWorse=false | standardFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL | motifFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:33
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 30
Scenario seed: 4796178364709272712

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 60.07%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1073
Passengers seated: 288/288
Average waiting ticks: 486.26
Longest waiting passenger: P242->22A(LEFT)
Longest waiting ticks: 1020

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles24-27:occupied=3:anchor=P272:selected=P258:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 13
Regions dissolved: 1
Repeated reconstructions avoided: 13
Largest region lifetime: 14
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=14
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2587
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 40
Multiple-blocker events: 17
Temporary aisle reoccupations: 77

RIGHT AISLE
-----------
Total moves: 2427
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 36
Multiple-blocker events: 18
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 124
Reservations granted: 120
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6089
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7510
Total stationary ticks: 145204
Seat-event requests: 303
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 751
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 751
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 306\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
============================================================
Date/Time: 2026-07-16 16:20:33
Experiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 30
Scenario seed: 4796178364709272712

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 60.07%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1073
Passengers seated: 288/288
Average waiting ticks: 484.59
Longest waiting passenger: P242->22A(LEFT)
Longest waiting ticks: 1020

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles24-27:occupied=3:anchor=P272:selected=P258:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 13
Regions dissolved: 1
Repeated reconstructions avoided: 13
Largest region lifetime: 14
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=14
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2587
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 17
Temporary aisle reoccupations: 78

RIGHT AISLE
-----------
Total moves: 2427
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 36
Multiple-blocker events: 18
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 120
Reservations granted: 120
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6168
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7616
Total stationary ticks: 144869
Seat-event requests: 303
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 723
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 723
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: EMPIRICAL_NATURAL_DEPENDENCY_MOTIF_MIRRORING_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 302\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 30 | standardDataset=288/288 (100.00%) | motifDataset=288/288 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | motifWorse=false | standardFamily=COMPLETE_CABIN | motifFamily=COMPLETE_CABIN

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 13
EMPIRICAL NATURAL-DEPENDENCY MOTIF MIRRORING
************************************************************
Experiment seed: 1783790101901
Scenarios executed: 60
Successful completions: 54
Incomplete/MAX_TICKS: 6
Average completed ticks: 1080.17
Average waiting ticks: 422.38
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:21
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 1
Scenario seed: 7216130499227313205

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 66.79%
Aisle-assignment balance: 98.54%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 990
Passengers seated: 274/274
Average waiting ticks: 450.42
Longest waiting passenger: P233->32A(LEFT)
Longest waiting ticks: 921

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2125
Maximum occupied tiles: 12
Seat events: 139
Single-blocker events: 45
Multiple-blocker events: 13
Temporary aisle reoccupations: 71

RIGHT AISLE
-----------
Total moves: 2075
Maximum occupied tiles: 11
Seat events: 135
Single-blocker events: 41
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5198
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6411
Total stationary ticks: 127724
Seat-event requests: 284
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 632
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 632
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:21
Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 1
Scenario seed: 7216130499227313205

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 66.79%
Aisle-assignment balance: 98.54%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 274/274
Average waiting ticks: 449.60
Longest waiting passenger: P233->32A(LEFT)
Longest waiting ticks: 920

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2125
Maximum occupied tiles: 12
Seat events: 139
Single-blocker events: 45
Multiple-blocker events: 13
Temporary aisle reoccupations: 71

RIGHT AISLE
-----------
Total moves: 2075
Maximum occupied tiles: 12
Seat events: 135
Single-blocker events: 41
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 97
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5230
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6450
Total stationary ticks: 127522
Seat-event requests: 282
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 650
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 650
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 287\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 01 | standardDataset=274/274 (100.00%) | synchronisedDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=COMPLETE_CABIN | synchronisedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:21
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 2
Scenario seed: -5145057424286824451

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.48%
Blocker-prone seat share (topology component): 73.61%
Aisle-assignment balance: 94.44%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 799
Passengers seated: 216/216
Average waiting ticks: 351.06
Longest waiting passenger: P90->5C(LEFT)
Longest waiting ticks: 749

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 31
Regions dissolved: 2
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 12
Seat events: 114
Single-blocker events: 32
Multiple-blocker events: 9
Temporary aisle reoccupations: 52

RIGHT AISLE
-----------
Total moves: 1517
Maximum occupied tiles: 11
Seat events: 102
Single-blocker events: 19
Multiple-blocker events: 9
Temporary aisle reoccupations: 38

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 121
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3653
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4671
Total stationary ticks: 78797
Seat-event requests: 225
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 229\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:21
Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 2
Scenario seed: -5145057424286824451

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Row-zone concentration (diagnostic control): 31.48%
Blocker-prone seat share (topology component): 73.61%
Aisle-assignment balance: 94.44%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 799
Passengers seated: 216/216
Average waiting ticks: 350.70
Longest waiting passenger: P90->5C(LEFT)
Longest waiting ticks: 749

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 31
Regions dissolved: 2
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 12
Seat events: 114
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 1517
Maximum occupied tiles: 10
Seat events: 102
Single-blocker events: 20
Multiple-blocker events: 9
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 126
Reservations granted: 121
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3728
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4671
Total stationary ticks: 78779
Seat-event requests: 225
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 507
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 507
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 230\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 02 | standardDataset=216/216 (100.00%) | synchronisedDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=COMPLETE_CABIN | synchronisedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:21
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 3
Scenario seed: 3757159740356003327

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.65%
Blocker-prone seat share (topology component): 60.53%
Aisle-assignment balance: 98.83%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1266
Passengers seated: 342/342
Average waiting ticks: 588.90
Longest waiting passenger: P156->23B(LEFT)
Longest waiting ticks: 1212

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3072
Maximum occupied tiles: 14
Seat events: 173
Single-blocker events: 56
Multiple-blocker events: 25
Temporary aisle reoccupations: 111

RIGHT AISLE
-----------
Total moves: 2968
Maximum occupied tiles: 12
Seat events: 169
Single-blocker events: 49
Multiple-blocker events: 22
Temporary aisle reoccupations: 96

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 147
Reservations granted: 143
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6815
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8177
Total stationary ticks: 206919
Seat-event requests: 351
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 758
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 758
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 355\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:21
Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 3
Scenario seed: 3757159740356003327

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Row-zone concentration (diagnostic control): 28.65%
Blocker-prone seat share (topology component): 60.53%
Aisle-assignment balance: 98.83%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1261
Passengers seated: 342/342
Average waiting ticks: 584.17
Longest waiting passenger: P156->23B(LEFT)
Longest waiting ticks: 1207

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3072
Maximum occupied tiles: 13
Seat events: 173
Single-blocker events: 57
Multiple-blocker events: 26
Temporary aisle reoccupations: 114

RIGHT AISLE
-----------
Total moves: 2968
Maximum occupied tiles: 12
Seat events: 169
Single-blocker events: 49
Multiple-blocker events: 22
Temporary aisle reoccupations: 96

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 147
Reservations granted: 142
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7028
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8488
Total stationary ticks: 205559
Seat-event requests: 350
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 789
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 789
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 355\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 03 | standardDataset=342/342 (100.00%) | synchronisedDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=COMPLETE_CABIN | synchronisedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:21
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 4
Scenario seed: 4505242574357131631

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.49%
Aisle-assignment balance: 91.18%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2255
Passengers seated: 200/204
Average waiting ticks: 339.50
Longest waiting passenger: P88->29C(RIGHT)
Longest waiting ticks: 2194

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1498
Regions dissolved: 0
Repeated reconstructions avoided: 1498
Largest region lifetime: 1499
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1499:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1496
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1348
Maximum occupied tiles: 11
Seat events: 93
Single-blocker events: 18
Multiple-blocker events: 4
Temporary aisle reoccupations: 26

RIGHT AISLE
-----------
Total moves: 1644
Maximum occupied tiles: 13
Seat events: 107
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1613
Reservations granted: 1609
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 4973
Longest unresolved passenger ID: 201
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P147(28E/RIGHT) -> P139(29G/RIGHT) -> P201(30D/RIGHT) -> P88(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 147
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 11024
Total stationary ticks: 77119
Seat-event requests: 1709
Failed seat-event starts: 1509

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 88
Critical blocker identity: P88->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 4
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P88(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P201(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P139(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P147(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 4
Rear-boundary failures: 1505
Middle-bank reservation failures: 4
Active-event deferrals: 595
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1714\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:21
Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 4
Scenario seed: 4505242574357131631

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.49%
Aisle-assignment balance: 91.18%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2251
Passengers seated: 200/204
Average waiting ticks: 336.90
Longest waiting passenger: P88->29C(RIGHT)
Longest waiting ticks: 2190

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1506
Regions dissolved: 1
Repeated reconstructions avoided: 1506
Largest region lifetime: 1499
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1499:occupied=4
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1496
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1348
Maximum occupied tiles: 12
Seat events: 93
Single-blocker events: 20
Multiple-blocker events: 4
Temporary aisle reoccupations: 28

RIGHT AISLE
-----------
Total moves: 1644
Maximum occupied tiles: 12
Seat events: 107
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1617
Reservations granted: 1612
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 5036
Longest unresolved passenger ID: 201
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P147(28E/RIGHT) -> P139(29G/RIGHT) -> P201(30D/RIGHT) -> P88(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 147
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 11225
Total stationary ticks: 76767
Seat-event requests: 1712
Failed seat-event starts: 1512

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 88
Critical blocker identity: P88->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 4
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P88(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P201(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P139(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P147(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 7
Rear-boundary failures: 1505
Middle-bank reservation failures: 5
Active-event deferrals: 599
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1716\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 04 | standardDataset=200/204 (98.04%) | synchronisedDataset=200/204 (98.04%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=REAR_BOUNDARY_LOCK | synchronisedFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:21
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 5
Scenario seed: -6826745434564669881

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 870
Passengers seated: 235/235
Average waiting ticks: 386.29
Longest waiting passenger: P138->20E(RIGHT)
Longest waiting ticks: 843

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1722
Maximum occupied tiles: 12
Seat events: 113
Single-blocker events: 30
Multiple-blocker events: 8
Temporary aisle reoccupations: 48

RIGHT AISLE
-----------
Total moves: 1667
Maximum occupied tiles: 10
Seat events: 122
Single-blocker events: 34
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4517
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5593
Total stationary ticks: 94540
Seat-event requests: 245
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 566
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 566
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:21
Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 5
Scenario seed: -6826745434564669881

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 865
Passengers seated: 235/235
Average waiting ticks: 384.60
Longest waiting passenger: P138->20E(RIGHT)
Longest waiting ticks: 838

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 27
Regions dissolved: 2
Repeated reconstructions avoided: 27
Largest region lifetime: 16
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1722
Maximum occupied tiles: 12
Seat events: 113
Single-blocker events: 28
Multiple-blocker events: 9
Temporary aisle reoccupations: 48

RIGHT AISLE
-----------
Total moves: 1667
Maximum occupied tiles: 12
Seat events: 122
Single-blocker events: 34
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 132
Reservations granted: 127
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4705
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5885
Total stationary ticks: 94385
Seat-event requests: 245
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 591
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 591
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 05 | standardDataset=235/235 (100.00%) | synchronisedDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=COMPLETE_CABIN | synchronisedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:21
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 6
Scenario seed: 2513822240434754174

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.82%
Blocker-prone seat share (topology component): 77.94%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 731
Passengers seated: 204/204
Average waiting ticks: 331.67
Longest waiting passenger: P8->20F(RIGHT)
Longest waiting ticks: 685

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1499
Maximum occupied tiles: 14
Seat events: 102
Single-blocker events: 24
Multiple-blocker events: 8
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1479
Maximum occupied tiles: 12
Seat events: 102
Single-blocker events: 30
Multiple-blocker events: 6
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3601
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4643
Total stationary ticks: 70621
Seat-event requests: 210
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 585
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 585
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 210\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:21
Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 6
Scenario seed: 2513822240434754174

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Row-zone concentration (diagnostic control): 33.82%
Blocker-prone seat share (topology component): 77.94%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 731
Passengers seated: 204/204
Average waiting ticks: 331.32
Longest waiting passenger: P8->20F(RIGHT)
Longest waiting ticks: 685

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1499
Maximum occupied tiles: 14
Seat events: 102
Single-blocker events: 24
Multiple-blocker events: 8
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1479
Maximum occupied tiles: 12
Seat events: 102
Single-blocker events: 30
Multiple-blocker events: 6
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3675
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4729
Total stationary ticks: 70633
Seat-event requests: 210
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 589
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 589
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 210\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 06 | standardDataset=204/204 (100.00%) | synchronisedDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=COMPLETE_CABIN | synchronisedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:21
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 7
Scenario seed: -4676738862831661214

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.80%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 98.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 772
Passengers seated: 216/216
Average waiting ticks: 349.32
Longest waiting passenger: P213->4C(LEFT)
Longest waiting ticks: 721

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 24
Regions dissolved: 2
Repeated reconstructions avoided: 24
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1563
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 21
Multiple-blocker events: 10
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1500
Maximum occupied tiles: 12
Seat events: 106
Single-blocker events: 24
Multiple-blocker events: 10
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 119
Reservations granted: 119
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3938
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5006
Total stationary ticks: 78770
Seat-event requests: 227
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 538
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 538
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 227\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:21
Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 7
Scenario seed: -4676738862831661214

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Row-zone concentration (diagnostic control): 33.80%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 98.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 772
Passengers seated: 216/216
Average waiting ticks: 348.92
Longest waiting passenger: P213->4C(LEFT)
Longest waiting ticks: 726

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 24
Regions dissolved: 2
Repeated reconstructions avoided: 24
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1563
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 24
Multiple-blocker events: 10
Temporary aisle reoccupations: 45

RIGHT AISLE
-----------
Total moves: 1500
Maximum occupied tiles: 12
Seat events: 106
Single-blocker events: 23
Multiple-blocker events: 11
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 121
Reservations granted: 117
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4053
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5052
Total stationary ticks: 78772
Seat-event requests: 225
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 498
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 498
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 230\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 07 | standardDataset=216/216 (100.00%) | synchronisedDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=COMPLETE_CABIN | synchronisedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:21
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 8
Scenario seed: 2451708163553084058

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.05%
Blocker-prone seat share (topology component): 64.86%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 943
Passengers seated: 259/259
Average waiting ticks: 421.84
Longest waiting passenger: P256->9F(LEFT)
Longest waiting ticks: 901

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles10-13:occupied=3:anchor=P12:selected=P71:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2017
Maximum occupied tiles: 12
Seat events: 135
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1933
Maximum occupied tiles: 14
Seat events: 124
Single-blocker events: 35
Multiple-blocker events: 9
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 90
Reservations granted: 90
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5174
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6489
Total stationary ticks: 113674
Seat-event requests: 273
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 652
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 652
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 272\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:21
Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 8
Scenario seed: 2451708163553084058

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Row-zone concentration (diagnostic control): 32.05%
Blocker-prone seat share (topology component): 64.86%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 943
Passengers seated: 259/259
Average waiting ticks: 421.13
Longest waiting passenger: P256->9F(LEFT)
Longest waiting ticks: 901

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles10-13:occupied=3:anchor=P12:selected=P71:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2017
Maximum occupied tiles: 12
Seat events: 135
Single-blocker events: 42
Multiple-blocker events: 16
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 1933
Maximum occupied tiles: 14
Seat events: 124
Single-blocker events: 35
Multiple-blocker events: 9
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 90
Reservations granted: 90
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5294
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6650
Total stationary ticks: 113621
Seat-event requests: 273
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 675
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 675
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 272\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 08 | standardDataset=259/259 (100.00%) | synchronisedDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=COMPLETE_CABIN | synchronisedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:21
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 9
Scenario seed: 7260830704529197968

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 35.42%
Blocker-prone seat share (topology component): 75.52%
Aisle-assignment balance: 89.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 754
Passengers seated: 192/192
Average waiting ticks: 315.99
Longest waiting passenger: P145->3H(RIGHT)
Longest waiting ticks: 702

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P60:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1277
Maximum occupied tiles: 12
Seat events: 86
Single-blocker events: 13
Multiple-blocker events: 6
Temporary aisle reoccupations: 26

RIGHT AISLE
-----------
Total moves: 1496
Maximum occupied tiles: 11
Seat events: 106
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 105
Reservations granted: 102
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3411
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4220
Total stationary ticks: 63467
Seat-event requests: 203
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 413
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 413
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 205\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:21
Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 9
Scenario seed: 7260830704529197968

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Row-zone concentration (diagnostic control): 35.42%
Blocker-prone seat share (topology component): 75.52%
Aisle-assignment balance: 89.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 756
Passengers seated: 192/192
Average waiting ticks: 315.03
Longest waiting passenger: P145->3H(RIGHT)
Longest waiting ticks: 694

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P60:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1277
Maximum occupied tiles: 12
Seat events: 86
Single-blocker events: 13
Multiple-blocker events: 6
Temporary aisle reoccupations: 26

RIGHT AISLE
-----------
Total moves: 1496
Maximum occupied tiles: 13
Seat events: 106
Single-blocker events: 28
Multiple-blocker events: 10
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 105
Reservations granted: 104
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3570
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4423
Total stationary ticks: 63470
Seat-event requests: 205
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 421
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 421
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 205\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 09 | standardDataset=192/192 (100.00%) | synchronisedDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=COMPLETE_CABIN | synchronisedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:21
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 10
Scenario seed: -447105676847956095

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.36%
Blocker-prone seat share (topology component): 59.65%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1251
Passengers seated: 342/342
Average waiting ticks: 564.00
Longest waiting passenger: P179->11J(RIGHT)
Longest waiting ticks: 1169

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 5
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: RIGHT:tiles10-14:occupied=4:anchor=P314:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 91
Regions dissolved: 4
Repeated reconstructions avoided: 91
Largest region lifetime: 46
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=46
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 4
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2926
Maximum occupied tiles: 12
Seat events: 165
Single-blocker events: 39
Multiple-blocker events: 30
Temporary aisle reoccupations: 103

RIGHT AISLE
-----------
Total moves: 3031
Maximum occupied tiles: 15
Seat events: 177
Single-blocker events: 40
Multiple-blocker events: 31
Temporary aisle reoccupations: 107

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 163
Reservations granted: 162
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7775
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9654
Total stationary ticks: 199662
Seat-event requests: 376
Failed seat-event starts: 34

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 889
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 34
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 889
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 10\nOccupied-space rejections: 41\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:21
Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 10
Scenario seed: -447105676847956095

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Row-zone concentration (diagnostic control): 28.36%
Blocker-prone seat share (topology component): 59.65%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1251
Passengers seated: 342/342
Average waiting ticks: 564.01
Longest waiting passenger: P179->11J(RIGHT)
Longest waiting ticks: 1169

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 5
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: RIGHT:tiles10-14:occupied=4:anchor=P314:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 91
Regions dissolved: 4
Repeated reconstructions avoided: 91
Largest region lifetime: 46
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=46
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 4
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2926
Maximum occupied tiles: 12
Seat events: 165
Single-blocker events: 39
Multiple-blocker events: 30
Temporary aisle reoccupations: 103

RIGHT AISLE
-----------
Total moves: 3031
Maximum occupied tiles: 15
Seat events: 177
Single-blocker events: 40
Multiple-blocker events: 31
Temporary aisle reoccupations: 107

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 163
Reservations granted: 162
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7745
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9756
Total stationary ticks: 199680
Seat-event requests: 376
Failed seat-event starts: 34

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 961
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 34
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 961
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 8\nDependency chains followed: 8\nBlocked by waiting-row occupant: 8\nSubstituted events started: 11\nOccupied-space rejections: 42\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 10 | standardDataset=342/342 (100.00%) | synchronisedDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=COMPLETE_CABIN | synchronisedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:21
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 11
Scenario seed: 3638877016897499986

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 29.57%
Blocker-prone seat share (topology component): 66.96%
Aisle-assignment balance: 99.13%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 804
Passengers seated: 230/230
Average waiting ticks: 370.66
Longest waiting passenger: P111->9B(LEFT)
Longest waiting ticks: 763

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1700
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 28
Multiple-blocker events: 8
Temporary aisle reoccupations: 44

RIGHT AISLE
-----------
Total moves: 1814
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 38
Multiple-blocker events: 7
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 78
Reservations granted: 78
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4669
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5600
Total stationary ticks: 89203
Seat-event requests: 235
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 461
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 461
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 235\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:21
Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 11
Scenario seed: 3638877016897499986

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Row-zone concentration (diagnostic control): 29.57%
Blocker-prone seat share (topology component): 66.96%
Aisle-assignment balance: 99.13%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 805
Passengers seated: 230/230
Average waiting ticks: 371.07
Longest waiting passenger: P111->9B(LEFT)
Longest waiting ticks: 764

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1700
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 27
Multiple-blocker events: 8
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1814
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 38
Multiple-blocker events: 7
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 78
Reservations granted: 78
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4649
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5574
Total stationary ticks: 89262
Seat-event requests: 235
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 471
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 471
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 235\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 11 | standardDataset=230/230 (100.00%) | synchronisedDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=COMPLETE_CABIN | synchronisedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:21
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 12
Scenario seed: -8976697486543855838

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 36.46%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 705
Passengers seated: 192/192
Average waiting ticks: 319.16
Longest waiting passenger: P84->11G(RIGHT)
Longest waiting ticks: 676

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: LEFT:tiles9-11:occupied=3:anchor=P136:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 40
Regions dissolved: 2
Repeated reconstructions avoided: 40
Largest region lifetime: 31
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=11
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1421
Maximum occupied tiles: 12
Seat events: 96
Single-blocker events: 23
Multiple-blocker events: 7
Temporary aisle reoccupations: 40

RIGHT AISLE
-----------
Total moves: 1396
Maximum occupied tiles: 11
Seat events: 96
Single-blocker events: 19
Multiple-blocker events: 6
Temporary aisle reoccupations: 31

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 100
Reservations granted: 100
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3355
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4022
Total stationary ticks: 63983
Seat-event requests: 201
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 348
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 348
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 199\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:21
Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 12
Scenario seed: -8976697486543855838

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Row-zone concentration (diagnostic control): 36.46%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 703
Passengers seated: 192/192
Average waiting ticks: 319.65
Longest waiting passenger: P84->11G(RIGHT)
Longest waiting ticks: 674

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:tiles9-11:occupied=3:anchor=P136:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1421
Maximum occupied tiles: 11
Seat events: 96
Single-blocker events: 22
Multiple-blocker events: 7
Temporary aisle reoccupations: 38

RIGHT AISLE
-----------
Total moves: 1396
Maximum occupied tiles: 11
Seat events: 96
Single-blocker events: 20
Multiple-blocker events: 6
Temporary aisle reoccupations: 32

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 99
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3336
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 3982
Total stationary ticks: 64025
Seat-event requests: 200
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 358
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 358
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 199\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 12 | standardDataset=192/192 (100.00%) | synchronisedDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=COMPLETE_CABIN | synchronisedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:21
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 13
Scenario seed: 1058713798284952297

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.12%
Blocker-prone seat share (topology component): 61.11%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1097
Passengers seated: 306/306
Average waiting ticks: 507.68
Longest waiting passenger: P240->4A(LEFT)
Longest waiting ticks: 1037

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2758
Maximum occupied tiles: 12
Seat events: 153
Single-blocker events: 44
Multiple-blocker events: 15
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 2622
Maximum occupied tiles: 14
Seat events: 153
Single-blocker events: 37
Multiple-blocker events: 23
Temporary aisle reoccupations: 87

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 132
Reservations granted: 132
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6586
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7836
Total stationary ticks: 160799
Seat-event requests: 318
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 715
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 715
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 318\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:21
Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 13
Scenario seed: 1058713798284952297

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Row-zone concentration (diagnostic control): 27.12%
Blocker-prone seat share (topology component): 61.11%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1097
Passengers seated: 306/306
Average waiting ticks: 507.32
Longest waiting passenger: P240->4A(LEFT)
Longest waiting ticks: 1036

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2758
Maximum occupied tiles: 12
Seat events: 153
Single-blocker events: 46
Multiple-blocker events: 15
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2622
Maximum occupied tiles: 13
Seat events: 153
Single-blocker events: 36
Multiple-blocker events: 24
Temporary aisle reoccupations: 88

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 132
Reservations granted: 132
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6556
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7824
Total stationary ticks: 160662
Seat-event requests: 318
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 726
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 726
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 318\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 13 | standardDataset=306/306 (100.00%) | synchronisedDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=COMPLETE_CABIN | synchronisedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:21
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 14
Scenario seed: -2382699513390452918

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 824
Passengers seated: 235/235
Average waiting ticks: 380.83
Longest waiting passenger: P179->6D(RIGHT)
Longest waiting ticks: 806

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 7
Selected release potential total: 6
Last cluster decision: LEFT:tiles9-14:occupied=6:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 31
Regions dissolved: 1
Repeated reconstructions avoided: 31
Largest region lifetime: 32
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=32
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1734
Maximum occupied tiles: 13
Seat events: 116
Single-blocker events: 33
Multiple-blocker events: 9
Temporary aisle reoccupations: 53

RIGHT AISLE
-----------
Total moves: 1702
Maximum occupied tiles: 14
Seat events: 119
Single-blocker events: 32
Multiple-blocker events: 13
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 130
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4717
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5966
Total stationary ticks: 93608
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 576
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 576
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:21
Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 14
Scenario seed: -2382699513390452918

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 824
Passengers seated: 235/235
Average waiting ticks: 380.63
Longest waiting passenger: P179->6D(RIGHT)
Longest waiting ticks: 806

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1734
Maximum occupied tiles: 13
Seat events: 116
Single-blocker events: 33
Multiple-blocker events: 9
Temporary aisle reoccupations: 53

RIGHT AISLE
-----------
Total moves: 1702
Maximum occupied tiles: 14
Seat events: 119
Single-blocker events: 32
Multiple-blocker events: 13
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 132
Reservations granted: 126
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4772
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6007
Total stationary ticks: 93616
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 565
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 565
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 14 | standardDataset=235/235 (100.00%) | synchronisedDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=COMPLETE_CABIN | synchronisedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:22
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 15
Scenario seed: 7910158282638001386

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.66%
Blocker-prone seat share (topology component): 66.41%
Aisle-assignment balance: 94.98%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 956
Passengers seated: 259/259
Average waiting ticks: 429.30
Longest waiting passenger: P57->12B(LEFT)
Longest waiting ticks: 922

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2045
Maximum occupied tiles: 13
Seat events: 136
Single-blocker events: 37
Multiple-blocker events: 14
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 1932
Maximum occupied tiles: 12
Seat events: 123
Single-blocker events: 32
Multiple-blocker events: 10
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 88
Reservations granted: 86
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5119
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6204
Total stationary ticks: 115474
Seat-event requests: 266
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 268\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:22
Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 15
Scenario seed: 7910158282638001386

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Row-zone concentration (diagnostic control): 31.66%
Blocker-prone seat share (topology component): 66.41%
Aisle-assignment balance: 94.98%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 953
Passengers seated: 259/259
Average waiting ticks: 427.77
Longest waiting passenger: P57->12B(LEFT)
Longest waiting ticks: 919

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2045
Maximum occupied tiles: 13
Seat events: 136
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 1932
Maximum occupied tiles: 11
Seat events: 123
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 54

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 86
Reservations granted: 86
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5202
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6341
Total stationary ticks: 115224
Seat-event requests: 266
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 550
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 550
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 266\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 15 | standardDataset=259/259 (100.00%) | synchronisedDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=COMPLETE_CABIN | synchronisedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:22
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 16
Scenario seed: 7835976452476775241

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.04%
Blocker-prone seat share (topology component): 66.52%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 837
Passengers seated: 230/230
Average waiting ticks: 384.82
Longest waiting passenger: P49->16A(LEFT)
Longest waiting ticks: 780

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles16-18:occupied=3:anchor=P49:selected=P151:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1782
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 28
Multiple-blocker events: 8
Temporary aisle reoccupations: 44

RIGHT AISLE
-----------
Total moves: 1724
Maximum occupied tiles: 10
Seat events: 115
Single-blocker events: 33
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 79
Reservations granted: 79
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4064
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4973
Total stationary ticks: 91828
Seat-event requests: 239
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 468
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 468
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:22
Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 16
Scenario seed: 7835976452476775241

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Row-zone concentration (diagnostic control): 33.04%
Blocker-prone seat share (topology component): 66.52%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 844
Passengers seated: 230/230
Average waiting ticks: 385.44
Longest waiting passenger: P218->21H(RIGHT)
Longest waiting ticks: 788

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles16-18:occupied=3:anchor=P49:selected=P151:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1782
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 27
Multiple-blocker events: 8
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1724
Maximum occupied tiles: 10
Seat events: 115
Single-blocker events: 33
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 81
Reservations granted: 81
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4124
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4947
Total stationary ticks: 92003
Seat-event requests: 241
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 421
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 421
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 240\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 16 | standardDataset=230/230 (100.00%) | synchronisedDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=COMPLETE_CABIN | synchronisedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:22
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 17
Scenario seed: -5603982636816805098

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 74.12%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2329
Passengers seated: 226/228
Average waiting ticks: 384.43
Longest waiting passenger: P22->29F(LEFT)
Longest waiting ticks: 2256

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 24
Regions dissolved: 2
Repeated reconstructions avoided: 24
Largest region lifetime: 17
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=17
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1590
Maximum occupied tiles: 12
Seat events: 116
Single-blocker events: 23
Multiple-blocker events: 10
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1694
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1648
Reservations granted: 1639
Reservations denied/waited: 9
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3986
Longest unresolved passenger ID: 47
Longest unresolved row: 29
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P47(29B/LEFT) -> P22(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 47
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8174
Total stationary ticks: 92549
Seat-event requests: 1757
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 22
Critical blocker identity: P22->29F(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P22(29F/LEFT/WAITING_FOR_SEAT_EVENT)
  P47(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1519
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 30|31|32
Critical blocker unavailable yield tiles: 31|32
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 12
Rear-boundary failures: 1519
Middle-bank reservation failures: 9
Active-event deferrals: 553
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 30|31|32
Current unavailable yield tiles: 31|32
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:22
Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 17
Scenario seed: -5603982636816805098

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 74.12%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2327
Passengers seated: 226/228
Average waiting ticks: 380.86
Longest waiting passenger: P22->29F(LEFT)
Longest waiting ticks: 2254

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 24
Regions dissolved: 2
Repeated reconstructions avoided: 24
Largest region lifetime: 17
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=17
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1590
Maximum occupied tiles: 12
Seat events: 116
Single-blocker events: 24
Multiple-blocker events: 10
Temporary aisle reoccupations: 47

RIGHT AISLE
-----------
Total moves: 1694
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 29
Multiple-blocker events: 7
Temporary aisle reoccupations: 45

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1648
Reservations granted: 1643
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4230
Longest unresolved passenger ID: 47
Longest unresolved row: 29
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P47(29B/LEFT) -> P22(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 47
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8311
Total stationary ticks: 91937
Seat-event requests: 1761
Failed seat-event starts: 1535

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 22
Critical blocker identity: P22->29F(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P22(29F/LEFT/WAITING_FOR_SEAT_EVENT)
  P47(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1522
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 30|31|32
Critical blocker unavailable yield tiles: 31|32
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 13
Rear-boundary failures: 1522
Middle-bank reservation failures: 5
Active-event deferrals: 497
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 30|31|32
Current unavailable yield tiles: 31|32
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 17 | standardDataset=226/228 (99.12%) | synchronisedDataset=226/228 (99.12%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=REAR_BOUNDARY_LOCK | synchronisedFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:22
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 18
Scenario seed: -29016899169270240

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1018
Passengers seated: 282/282
Average waiting ticks: 460.86
Longest waiting passenger: P39->31A(LEFT)
Longest waiting ticks: 950

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2171
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 41
Multiple-blocker events: 12
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 2188
Maximum occupied tiles: 11
Seat events: 138
Single-blocker events: 39
Multiple-blocker events: 20
Temporary aisle reoccupations: 79

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 101
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5629
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7092
Total stationary ticks: 134758
Seat-event requests: 293
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 749
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 749
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:22
Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 18
Scenario seed: -29016899169270240

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1018
Passengers seated: 282/282
Average waiting ticks: 460.54
Longest waiting passenger: P39->31A(LEFT)
Longest waiting ticks: 950

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2171
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 41
Multiple-blocker events: 12
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 2188
Maximum occupied tiles: 11
Seat events: 138
Single-blocker events: 39
Multiple-blocker events: 20
Temporary aisle reoccupations: 79

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 101
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5684
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7044
Total stationary ticks: 134726
Seat-event requests: 293
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 659
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 659
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 18 | standardDataset=282/282 (100.00%) | synchronisedDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=COMPLETE_CABIN | synchronisedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:22
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 19
Scenario seed: -1022932693840430131

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.20%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1270
Passengers seated: 353/353
Average waiting ticks: 595.20
Longest waiting passenger: P228->31D(RIGHT)
Longest waiting ticks: 1217

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 5
Clusters detected: 5
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:region=R5:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 5
Region updates: 107
Regions dissolved: 5
Repeated reconstructions avoided: 107
Largest region lifetime: 32
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R5:lifetime=8
Confirmation deferral ticks: 7
Regions reaching confirmation: 2
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3031
Maximum occupied tiles: 15
Seat events: 176
Single-blocker events: 50
Multiple-blocker events: 27
Temporary aisle reoccupations: 110

RIGHT AISLE
-----------
Total moves: 3177
Maximum occupied tiles: 13
Seat events: 177
Single-blocker events: 51
Multiple-blocker events: 34
Temporary aisle reoccupations: 129

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 160
Reservations granted: 158
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7492
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9457
Total stationary ticks: 216460
Seat-event requests: 384
Failed seat-event starts: 31

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 994
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 31
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 994
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 11\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:22
Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 19
Scenario seed: -1022932693840430131

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Row-zone concentration (diagnostic control): 27.20%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1270
Passengers seated: 353/353
Average waiting ticks: 593.86
Longest waiting passenger: P228->31D(RIGHT)
Longest waiting ticks: 1217

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 80
Regions dissolved: 4
Repeated reconstructions avoided: 80
Largest region lifetime: 32
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=8
Confirmation deferral ticks: 6
Regions reaching confirmation: 2
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3031
Maximum occupied tiles: 15
Seat events: 176
Single-blocker events: 52
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

RIGHT AISLE
-----------
Total moves: 3177
Maximum occupied tiles: 13
Seat events: 177
Single-blocker events: 51
Multiple-blocker events: 34
Temporary aisle reoccupations: 129

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 158
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7457
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9473
Total stationary ticks: 215994
Seat-event requests: 384
Failed seat-event starts: 31

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 1003
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 31
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 1003
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 383\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 11\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 19 | standardDataset=353/353 (100.00%) | synchronisedDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=COMPLETE_CABIN | synchronisedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:22
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 20
Scenario seed: 7778104721219760133

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 65.69%
Aisle-assignment balance: 98.54%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 274/274
Average waiting ticks: 448.40
Longest waiting passenger: P182->28I(RIGHT)
Longest waiting ticks: 944

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 13
Seat events: 135
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 2076
Maximum occupied tiles: 12
Seat events: 139
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 92
Reservations granted: 92
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5548
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6972
Total stationary ticks: 127697
Seat-event requests: 284
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 677
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 677
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 284\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:22
Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 20
Scenario seed: 7778104721219760133

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 65.69%
Aisle-assignment balance: 98.54%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 988
Passengers seated: 274/274
Average waiting ticks: 447.78
Longest waiting passenger: P182->28I(RIGHT)
Longest waiting ticks: 943

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 13
Seat events: 135
Single-blocker events: 26
Multiple-blocker events: 12
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 2076
Maximum occupied tiles: 12
Seat events: 139
Single-blocker events: 33
Multiple-blocker events: 19
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 94
Reservations granted: 92
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5618
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6938
Total stationary ticks: 127551
Seat-event requests: 284
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 629
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 629
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 286\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 20 | standardDataset=274/274 (100.00%) | synchronisedDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=COMPLETE_CABIN | synchronisedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:22
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 21
Scenario seed: -6050252773158139437

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.90%
Blocker-prone seat share (topology component): 75.52%
Aisle-assignment balance: 98.96%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 686
Passengers seated: 192/192
Average waiting ticks: 311.75
Longest waiting passenger: P131->5H(RIGHT)
Longest waiting ticks: 644

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1430
Maximum occupied tiles: 11
Seat events: 95
Single-blocker events: 26
Multiple-blocker events: 4
Temporary aisle reoccupations: 34

RIGHT AISLE
-----------
Total moves: 1368
Maximum occupied tiles: 11
Seat events: 97
Single-blocker events: 22
Multiple-blocker events: 5
Temporary aisle reoccupations: 32

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3532
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4379
Total stationary ticks: 62831
Seat-event requests: 195
Failed seat-event starts: 3

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 442
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 3
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 442
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 195\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:22
Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 21
Scenario seed: -6050252773158139437

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Row-zone concentration (diagnostic control): 34.90%
Blocker-prone seat share (topology component): 75.52%
Aisle-assignment balance: 98.96%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 686
Passengers seated: 192/192
Average waiting ticks: 310.47
Longest waiting passenger: P57->10B(LEFT)
Longest waiting ticks: 647

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1430
Maximum occupied tiles: 12
Seat events: 95
Single-blocker events: 26
Multiple-blocker events: 4
Temporary aisle reoccupations: 34

RIGHT AISLE
-----------
Total moves: 1368
Maximum occupied tiles: 11
Seat events: 97
Single-blocker events: 23
Multiple-blocker events: 4
Temporary aisle reoccupations: 31

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3675
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4433
Total stationary ticks: 62692
Seat-event requests: 195
Failed seat-event starts: 3

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 401
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 3
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 401
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 195\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 21 | standardDataset=192/192 (100.00%) | synchronisedDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=COMPLETE_CABIN | synchronisedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:22
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 22
Scenario seed: -7549248447377455043

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.43%
Blocker-prone seat share (topology component): 60.46%
Aisle-assignment balance: 98.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1115
Passengers seated: 306/306
Average waiting ticks: 511.00
Longest waiting passenger: P126->23H(RIGHT)
Longest waiting ticks: 1059

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles22-26:occupied=4:anchor=P169:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 16
Regions dissolved: 1
Repeated reconstructions avoided: 16
Largest region lifetime: 17
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=17
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2720
Maximum occupied tiles: 13
Seat events: 150
Single-blocker events: 49
Multiple-blocker events: 12
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 2575
Maximum occupied tiles: 12
Seat events: 156
Single-blocker events: 35
Multiple-blocker events: 19
Temporary aisle reoccupations: 77

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 128
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6519
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8050
Total stationary ticks: 161843
Seat-event requests: 321
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 882
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 882
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 320\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:22
Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 22
Scenario seed: -7549248447377455043

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Row-zone concentration (diagnostic control): 28.43%
Blocker-prone seat share (topology component): 60.46%
Aisle-assignment balance: 98.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1113
Passengers seated: 306/306
Average waiting ticks: 510.80
Longest waiting passenger: P126->23H(RIGHT)
Longest waiting ticks: 1057

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 43
Regions dissolved: 2
Repeated reconstructions avoided: 43
Largest region lifetime: 28
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=28
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2720
Maximum occupied tiles: 14
Seat events: 150
Single-blocker events: 50
Multiple-blocker events: 12
Temporary aisle reoccupations: 75

RIGHT AISLE
-----------
Total moves: 2575
Maximum occupied tiles: 13
Seat events: 156
Single-blocker events: 35
Multiple-blocker events: 19
Temporary aisle reoccupations: 77

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 128
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6784
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8345
Total stationary ticks: 162091
Seat-event requests: 321
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 869
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 869
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 320\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 22 | standardDataset=306/306 (100.00%) | synchronisedDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=COMPLETE_CABIN | synchronisedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:22
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 23
Scenario seed: 4519082988640820556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 75.44%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 825
Passengers seated: 228/228
Average waiting ticks: 367.85
Longest waiting passenger: P154->11C(RIGHT)
Longest waiting ticks: 787

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1559
Maximum occupied tiles: 14
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 14
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 1754
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 29
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 123
Reservations granted: 123
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4498
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5596
Total stationary ticks: 87691
Seat-event requests: 238
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 544
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 544
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:22
Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 23
Scenario seed: 4519082988640820556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 75.44%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 825
Passengers seated: 228/228
Average waiting ticks: 368.02
Longest waiting passenger: P154->11C(RIGHT)
Longest waiting ticks: 787

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1559
Maximum occupied tiles: 14
Seat events: 110
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 1754
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 123
Reservations granted: 123
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4483
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5559
Total stationary ticks: 87664
Seat-event requests: 238
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 561
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 561
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 23 | standardDataset=228/228 (100.00%) | synchronisedDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=COMPLETE_CABIN | synchronisedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:22
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 24
Scenario seed: 4297087376607226005

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 66.79%
Aisle-assignment balance: 99.27%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 970
Passengers seated: 274/274
Average waiting ticks: 452.86
Longest waiting passenger: P54->10G(RIGHT)
Longest waiting ticks: 925

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:tiles23-26:occupied=4:anchor=P246:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 22
Regions dissolved: 1
Repeated reconstructions avoided: 22
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=23
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2167
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 39
Multiple-blocker events: 14
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2041
Maximum occupied tiles: 12
Seat events: 136
Single-blocker events: 37
Multiple-blocker events: 11
Temporary aisle reoccupations: 59

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 93
Reservations granted: 93
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5016
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6316
Total stationary ticks: 128215
Seat-event requests: 287
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 710
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 710
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 286\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:22
Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 24
Scenario seed: 4297087376607226005

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 66.79%
Aisle-assignment balance: 99.27%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 972
Passengers seated: 274/274
Average waiting ticks: 452.18
Longest waiting passenger: P54->10G(RIGHT)
Longest waiting ticks: 928

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2167
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 39
Multiple-blocker events: 14
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2041
Maximum occupied tiles: 11
Seat events: 136
Single-blocker events: 36
Multiple-blocker events: 11
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 92
Reservations granted: 89
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5108
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6472
Total stationary ticks: 128194
Seat-event requests: 282
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 705
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 705
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 285\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 24 | standardDataset=274/274 (100.00%) | synchronisedDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=COMPLETE_CABIN | synchronisedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:22
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 25
Scenario seed: -1618752062860107760

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.39%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 90.20%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 797
Passengers seated: 204/204
Average waiting ticks: 336.86
Longest waiting passenger: P145->11G(RIGHT)
Longest waiting ticks: 754

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 7
Regions dissolved: 1
Repeated reconstructions avoided: 7
Largest region lifetime: 8
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=8
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1366
Maximum occupied tiles: 11
Seat events: 92
Single-blocker events: 18
Multiple-blocker events: 3
Temporary aisle reoccupations: 24

RIGHT AISLE
-----------
Total moves: 1550
Maximum occupied tiles: 14
Seat events: 112
Single-blocker events: 34
Multiple-blocker events: 14
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 110
Reservations granted: 108
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3670
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4541
Total stationary ticks: 71737
Seat-event requests: 212
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 442
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 442
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 214\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:22
Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 25
Scenario seed: -1618752062860107760

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Row-zone concentration (diagnostic control): 30.39%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 90.20%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 796
Passengers seated: 204/204
Average waiting ticks: 336.07
Longest waiting passenger: P145->11G(RIGHT)
Longest waiting ticks: 753

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 7
Regions dissolved: 1
Repeated reconstructions avoided: 7
Largest region lifetime: 8
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=8
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1366
Maximum occupied tiles: 12
Seat events: 92
Single-blocker events: 19
Multiple-blocker events: 3
Temporary aisle reoccupations: 25

RIGHT AISLE
-----------
Total moves: 1550
Maximum occupied tiles: 14
Seat events: 112
Single-blocker events: 34
Multiple-blocker events: 14
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 109
Reservations granted: 109
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3830
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4786
Total stationary ticks: 71795
Seat-event requests: 213
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 464
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 464
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 213\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 25 | standardDataset=204/204 (100.00%) | synchronisedDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=COMPLETE_CABIN | synchronisedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:22
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 26
Scenario seed: 7637717698422060553

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 59.36%
Aisle-assignment balance: 94.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1276
Passengers seated: 342/342
Average waiting ticks: 566.26
Longest waiting passenger: P248->26A(LEFT)
Longest waiting ticks: 1229

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 4
Largest detected cluster: 4
Selected release potential total: 5
Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 48
Regions dissolved: 3
Repeated reconstructions avoided: 48
Largest region lifetime: 31
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=31
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3173
Maximum occupied tiles: 15
Seat events: 181
Single-blocker events: 46
Multiple-blocker events: 25
Temporary aisle reoccupations: 103

RIGHT AISLE
-----------
Total moves: 2795
Maximum occupied tiles: 13
Seat events: 161
Single-blocker events: 49
Multiple-blocker events: 23
Temporary aisle reoccupations: 98

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 161
Reservations granted: 161
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7578
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9483
Total stationary ticks: 200246
Seat-event requests: 371
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 924
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 924
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 369\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:22
Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 26
Scenario seed: 7637717698422060553

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 59.36%
Aisle-assignment balance: 94.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1276
Passengers seated: 342/342
Average waiting ticks: 566.05
Longest waiting passenger: P248->26A(LEFT)
Longest waiting ticks: 1229

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 4
Largest detected cluster: 4
Selected release potential total: 5
Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 48
Regions dissolved: 3
Repeated reconstructions avoided: 48
Largest region lifetime: 31
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=31
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3173
Maximum occupied tiles: 15
Seat events: 181
Single-blocker events: 46
Multiple-blocker events: 25
Temporary aisle reoccupations: 103

RIGHT AISLE
-----------
Total moves: 2795
Maximum occupied tiles: 15
Seat events: 161
Single-blocker events: 49
Multiple-blocker events: 23
Temporary aisle reoccupations: 98

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 161
Reservations granted: 161
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7643
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9529
Total stationary ticks: 200240
Seat-event requests: 371
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 904
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 904
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 369\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 26 | standardDataset=342/342 (100.00%) | synchronisedDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=4 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=COMPLETE_CABIN | synchronisedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:22
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 27
Scenario seed: 7038436515696686281

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.46%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 784
Passengers seated: 216/216
Average waiting ticks: 348.83
Longest waiting passenger: P24->8D(LEFT)
Longest waiting ticks: 747

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles11-13:occupied=3:anchor=P209:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 14
Seat events: 111
Single-blocker events: 29
Multiple-blocker events: 17
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 1464
Maximum occupied tiles: 11
Seat events: 105
Single-blocker events: 24
Multiple-blocker events: 8
Temporary aisle reoccupations: 42

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 123
Reservations granted: 120
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4157
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5218
Total stationary ticks: 78912
Seat-event requests: 228
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 475
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 475
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 230\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:22
Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 27
Scenario seed: 7038436515696686281

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.46%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 788
Passengers seated: 216/216
Average waiting ticks: 348.81
Longest waiting passenger: P24->8D(LEFT)
Longest waiting ticks: 751

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles11-13:occupied=3:anchor=P209:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 15
Seat events: 111
Single-blocker events: 30
Multiple-blocker events: 17
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1464
Maximum occupied tiles: 11
Seat events: 105
Single-blocker events: 23
Multiple-blocker events: 8
Temporary aisle reoccupations: 41

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 126
Reservations granted: 121
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4312
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5482
Total stationary ticks: 79146
Seat-event requests: 229
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 486
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 486
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 234\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 27 | standardDataset=216/216 (100.00%) | synchronisedDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=COMPLETE_CABIN | synchronisedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:22
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 28
Scenario seed: 3504961108606988885

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 66.06%
Aisle-assignment balance: 96.35%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 274/274
Average waiting ticks: 452.16
Longest waiting passenger: P162->5H(RIGHT)
Longest waiting ticks: 957

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles22-24:occupied=3:anchor=P175:selected=P83:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 15
Regions dissolved: 1
Repeated reconstructions avoided: 15
Largest region lifetime: 16
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=16
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2061
Maximum occupied tiles: 13
Seat events: 132
Single-blocker events: 31
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 2167
Maximum occupied tiles: 14
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 13
Temporary aisle reoccupations: 65

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 94
Reservations granted: 93
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5286
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6678
Total stationary ticks: 128384
Seat-event requests: 287
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 693
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 693
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 287\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:22
Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 28
Scenario seed: 3504961108606988885

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 66.06%
Aisle-assignment balance: 96.35%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1005
Passengers seated: 274/274
Average waiting ticks: 453.59
Longest waiting passenger: P162->5H(RIGHT)
Longest waiting ticks: 955

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles22-24:occupied=3:anchor=P175:selected=P83:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 15
Regions dissolved: 1
Repeated reconstructions avoided: 15
Largest region lifetime: 16
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=16
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2061
Maximum occupied tiles: 13
Seat events: 132
Single-blocker events: 33
Multiple-blocker events: 15
Temporary aisle reoccupations: 63

RIGHT AISLE
-----------
Total moves: 2167
Maximum occupied tiles: 14
Seat events: 142
Single-blocker events: 40
Multiple-blocker events: 13
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 93
Reservations granted: 92
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5232
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6641
Total stationary ticks: 128697
Seat-event requests: 286
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 726
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 726
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 286\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 28 | standardDataset=274/274 (100.00%) | synchronisedDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=COMPLETE_CABIN | synchronisedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:22
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 29
Scenario seed: 8058727884467314553

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 67.52%
Aisle-assignment balance: 95.62%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2418
Passengers seated: 258/274
Average waiting ticks: 468.27
Longest waiting passenger: P89->18D(RIGHT)
Longest waiting ticks: 2380

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 24
Cluster candidates evaluated: 47
Executable cluster candidates: 10
Rejected cluster candidates: 37
Cluster selections: 6
Cluster-selected events started: 6
Largest detected cluster: 16
Selected release potential total: 26
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1839
Regions dissolved: 2
Repeated reconstructions avoided: 1839
Largest region lifetime: 1771
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1771:occupied=16
Confirmation deferral ticks: 5
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1566
State changes reopening evaluation: 21
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2020
Maximum occupied tiles: 14
Seat events: 131
Single-blocker events: 43
Multiple-blocker events: 8
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 2227
Maximum occupied tiles: 22
Seat events: 127
Single-blocker events: 40
Multiple-blocker events: 10
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1630
Reservations granted: 1627
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 12
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 19602
Longest unresolved passenger ID: 90
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 9
Longest dependency chain: P137(25E/RIGHT) -> P94(27G/RIGHT) -> P190(24F/RIGHT) -> P24(25I/RIGHT) -> P88(28D/RIGHT) -> P102(27F/RIGHT) -> P87(31H/RIGHT) -> P184(31D/RIGHT) -> P20(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 137
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 12
Total blocked ticks: 32482
Total stationary ticks: 151925
Seat-event requests: 1882
Failed seat-event starts: 1624

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 20
Critical blocker identity: P20->28I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 8
Critical tree size including blocker: 9
Critical tree depth: 9
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 16
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 7
Critical blocker tree:
P20(28I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P184(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P87(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P102(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P88(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P24(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P190(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P94(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P137(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1605
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 29|30
Critical blocker yield-tile occupants: 13|153
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 3
Yield-tile occupied failures: 1605
Rear-boundary failures: 19
Middle-bank reservation failures: 3
Active-event deferrals: 1075
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 2
Yield-occupant trace: yieldOccupant[13]: P13(31G/RIGHT/MOVING_IN_AISLE@tile29) -> P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[153]: P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P153->30E(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P13{seat=31G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=29,directBlocker=153,lastMoveTick=698,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P153{seat=30E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=648,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 29|30
Current yield-tile occupants: 13|153
Final row-event chain: 20|13|153
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1880\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 7\nOccupied-space rejections: 3201\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:22
Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 29
Scenario seed: 8058727884467314553

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 67.52%
Aisle-assignment balance: 95.62%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2418
Passengers seated: 258/274
Average waiting ticks: 468.29
Longest waiting passenger: P89->18D(RIGHT)
Longest waiting ticks: 2380

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 24
Cluster candidates evaluated: 47
Executable cluster candidates: 10
Rejected cluster candidates: 37
Cluster selections: 6
Cluster-selected events started: 6
Largest detected cluster: 16
Selected release potential total: 26
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1839
Regions dissolved: 2
Repeated reconstructions avoided: 1839
Largest region lifetime: 1771
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1771:occupied=16
Confirmation deferral ticks: 5
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1566
State changes reopening evaluation: 21
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2020
Maximum occupied tiles: 14
Seat events: 131
Single-blocker events: 43
Multiple-blocker events: 9
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 2227
Maximum occupied tiles: 22
Seat events: 127
Single-blocker events: 43
Multiple-blocker events: 9
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1628
Reservations granted: 1627
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 12
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 19619
Longest unresolved passenger ID: 90
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 9
Longest dependency chain: P137(25E/RIGHT) -> P94(27G/RIGHT) -> P190(24F/RIGHT) -> P24(25I/RIGHT) -> P88(28D/RIGHT) -> P102(27F/RIGHT) -> P87(31H/RIGHT) -> P184(31D/RIGHT) -> P20(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 137
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 12
Total blocked ticks: 32461
Total stationary ticks: 151907
Seat-event requests: 1882
Failed seat-event starts: 1624

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 20
Critical blocker identity: P20->28I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 8
Critical tree size including blocker: 9
Critical tree depth: 9
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 16
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 7
Critical blocker tree:
P20(28I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P184(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P87(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P102(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P88(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P24(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P190(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P94(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P137(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1605
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 29|30
Critical blocker yield-tile occupants: 13|153
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 3
Yield-tile occupied failures: 1605
Rear-boundary failures: 19
Middle-bank reservation failures: 1
Active-event deferrals: 1077
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 2
Yield-occupant trace: yieldOccupant[13]: P13(31G/RIGHT/MOVING_IN_AISLE@tile29) -> P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[153]: P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P153->30E(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P13{seat=31G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=29,directBlocker=153,lastMoveTick=698,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P153{seat=30E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=648,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 29|30
Current yield-tile occupants: 13|153
Final row-event chain: 20|13|153
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1877\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 9\nOccupied-space rejections: 3201\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 29 | standardDataset=258/274 (94.16%) | synchronisedDataset=258/274 (94.16%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=6 | clusterStarts=6 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL | synchronisedFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:22
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 30
Scenario seed: 4796178364709272712

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 60.07%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1073
Passengers seated: 288/288
Average waiting ticks: 486.26
Longest waiting passenger: P242->22A(LEFT)
Longest waiting ticks: 1020

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles24-27:occupied=3:anchor=P272:selected=P258:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 13
Regions dissolved: 1
Repeated reconstructions avoided: 13
Largest region lifetime: 14
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=14
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2587
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 40
Multiple-blocker events: 17
Temporary aisle reoccupations: 77

RIGHT AISLE
-----------
Total moves: 2427
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 36
Multiple-blocker events: 18
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 124
Reservations granted: 120
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6089
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7510
Total stationary ticks: 145204
Seat-event requests: 303
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 751
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 751
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 306\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
============================================================
Date/Time: 2026-07-16 16:44:22
Experiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 30
Scenario seed: 4796178364709272712

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 60.07%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1075
Passengers seated: 288/288
Average waiting ticks: 485.52
Longest waiting passenger: P242->22A(LEFT)
Longest waiting ticks: 1022

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles24-27:occupied=3:anchor=P272:selected=P258:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 13
Regions dissolved: 1
Repeated reconstructions avoided: 13
Largest region lifetime: 14
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=14
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2587
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 40
Multiple-blocker events: 17
Temporary aisle reoccupations: 77

RIGHT AISLE
-----------
Total moves: 2427
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 36
Multiple-blocker events: 18
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 120
Reservations granted: 120
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6166
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7594
Total stationary ticks: 145128
Seat-event requests: 303
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 714
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 714
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: NATURAL_MOTIF_LIFECYCLE_MATURATION_SYNCHRONISATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 302\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 30 | standardDataset=288/288 (100.00%) | synchronisedDataset=288/288 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | synchronisedWorse=false | standardFamily=COMPLETE_CABIN | synchronisedFamily=COMPLETE_CABIN

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 14
NATURAL-MOTIF LIFECYCLE MATURATION SYNCHRONISATION
************************************************************
Experiment seed: 1783790101901
Scenarios executed: 60
Successful completions: 54
Incomplete/MAX_TICKS: 6
Average completed ticks: 1080.20
Average waiting ticks: 422.39
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 1
Scenario seed: 7216130499227313205

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 66.79%
Aisle-assignment balance: 98.54%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 990
Passengers seated: 274/274
Average waiting ticks: 450.42
Longest waiting passenger: P233->32A(LEFT)
Longest waiting ticks: 921

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2125
Maximum occupied tiles: 12
Seat events: 139
Single-blocker events: 45
Multiple-blocker events: 13
Temporary aisle reoccupations: 71

RIGHT AISLE
-----------
Total moves: 2075
Maximum occupied tiles: 11
Seat events: 135
Single-blocker events: 41
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5198
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6411
Total stationary ticks: 127724
Seat-event requests: 284
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 632
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 632
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:52
Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 1
Scenario seed: 7216130499227313205

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 66.79%
Aisle-assignment balance: 98.54%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 274/274
Average waiting ticks: 449.47
Longest waiting passenger: P233->32A(LEFT)
Longest waiting ticks: 920

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2125
Maximum occupied tiles: 12
Seat events: 139
Single-blocker events: 46
Multiple-blocker events: 12
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2075
Maximum occupied tiles: 12
Seat events: 135
Single-blocker events: 42
Multiple-blocker events: 8
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5235
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6332
Total stationary ticks: 127436
Seat-event requests: 282
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 597
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 597
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 282\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 01 | standardDataset=274/274 (100.00%) | diversityDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | diversityWorse=false | standardFamily=COMPLETE_CABIN | diversityFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 2
Scenario seed: -5145057424286824451

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.48%
Blocker-prone seat share (topology component): 73.61%
Aisle-assignment balance: 94.44%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 799
Passengers seated: 216/216
Average waiting ticks: 351.06
Longest waiting passenger: P90->5C(LEFT)
Longest waiting ticks: 749

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 31
Regions dissolved: 2
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 12
Seat events: 114
Single-blocker events: 32
Multiple-blocker events: 9
Temporary aisle reoccupations: 52

RIGHT AISLE
-----------
Total moves: 1517
Maximum occupied tiles: 11
Seat events: 102
Single-blocker events: 19
Multiple-blocker events: 9
Temporary aisle reoccupations: 38

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 121
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3653
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4671
Total stationary ticks: 78797
Seat-event requests: 225
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 229\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:52
Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 2
Scenario seed: -5145057424286824451

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Row-zone concentration (diagnostic control): 31.48%
Blocker-prone seat share (topology component): 73.61%
Aisle-assignment balance: 94.44%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 799
Passengers seated: 216/216
Average waiting ticks: 350.68
Longest waiting passenger: P90->5C(LEFT)
Longest waiting ticks: 749

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 31
Regions dissolved: 2
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 12
Seat events: 114
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 1517
Maximum occupied tiles: 12
Seat events: 102
Single-blocker events: 20
Multiple-blocker events: 9
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 124
Reservations granted: 121
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3738
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4769
Total stationary ticks: 78822
Seat-event requests: 224
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 550
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 550
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 227\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 02 | standardDataset=216/216 (100.00%) | diversityDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | diversityWorse=false | standardFamily=COMPLETE_CABIN | diversityFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 3
Scenario seed: 3757159740356003327

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.65%
Blocker-prone seat share (topology component): 60.53%
Aisle-assignment balance: 98.83%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1266
Passengers seated: 342/342
Average waiting ticks: 588.90
Longest waiting passenger: P156->23B(LEFT)
Longest waiting ticks: 1212

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3072
Maximum occupied tiles: 14
Seat events: 173
Single-blocker events: 56
Multiple-blocker events: 25
Temporary aisle reoccupations: 111

RIGHT AISLE
-----------
Total moves: 2968
Maximum occupied tiles: 12
Seat events: 169
Single-blocker events: 49
Multiple-blocker events: 22
Temporary aisle reoccupations: 96

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 147
Reservations granted: 143
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6815
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8177
Total stationary ticks: 206919
Seat-event requests: 351
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 758
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 758
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 355\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:52
Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 3
Scenario seed: 3757159740356003327

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Row-zone concentration (diagnostic control): 28.65%
Blocker-prone seat share (topology component): 60.53%
Aisle-assignment balance: 98.83%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 342/342
Average waiting ticks: 583.13
Longest waiting passenger: P156->23B(LEFT)
Longest waiting ticks: 1205

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles16-19:occupied=3:anchor=P50:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 18
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3072
Maximum occupied tiles: 16
Seat events: 173
Single-blocker events: 56
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

RIGHT AISLE
-----------
Total moves: 2968
Maximum occupied tiles: 12
Seat events: 169
Single-blocker events: 48
Multiple-blocker events: 22
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7152
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8668
Total stationary ticks: 205331
Seat-event requests: 357
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 830
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 830
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 356\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 03 | standardDataset=342/342 (100.00%) | diversityDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | diversityWorse=false | standardFamily=COMPLETE_CABIN | diversityFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 4
Scenario seed: 4505242574357131631

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.49%
Aisle-assignment balance: 91.18%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2255
Passengers seated: 200/204
Average waiting ticks: 339.50
Longest waiting passenger: P88->29C(RIGHT)
Longest waiting ticks: 2194

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1498
Regions dissolved: 0
Repeated reconstructions avoided: 1498
Largest region lifetime: 1499
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1499:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1496
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1348
Maximum occupied tiles: 11
Seat events: 93
Single-blocker events: 18
Multiple-blocker events: 4
Temporary aisle reoccupations: 26

RIGHT AISLE
-----------
Total moves: 1644
Maximum occupied tiles: 13
Seat events: 107
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1613
Reservations granted: 1609
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 4973
Longest unresolved passenger ID: 201
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P147(28E/RIGHT) -> P139(29G/RIGHT) -> P201(30D/RIGHT) -> P88(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 147
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 11024
Total stationary ticks: 77119
Seat-event requests: 1709
Failed seat-event starts: 1509

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 88
Critical blocker identity: P88->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 4
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P88(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P201(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P139(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P147(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 4
Rear-boundary failures: 1505
Middle-bank reservation failures: 4
Active-event deferrals: 595
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1714\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:53
Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 4
Scenario seed: 4505242574357131631

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.49%
Aisle-assignment balance: 91.18%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2251
Passengers seated: 200/204
Average waiting ticks: 336.67
Longest waiting passenger: P88->29C(RIGHT)
Longest waiting ticks: 2190

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1498
Regions dissolved: 0
Repeated reconstructions avoided: 1498
Largest region lifetime: 1499
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1499:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1496
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1348
Maximum occupied tiles: 12
Seat events: 93
Single-blocker events: 20
Multiple-blocker events: 4
Temporary aisle reoccupations: 28

RIGHT AISLE
-----------
Total moves: 1644
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1616
Reservations granted: 1609
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 4988
Longest unresolved passenger ID: 201
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P147(28E/RIGHT) -> P139(29G/RIGHT) -> P201(30D/RIGHT) -> P88(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 147
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 11085
Total stationary ticks: 76700
Seat-event requests: 1709
Failed seat-event starts: 1509

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 88
Critical blocker identity: P88->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 4
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P88(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P201(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P139(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P147(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 4
Rear-boundary failures: 1505
Middle-bank reservation failures: 7
Active-event deferrals: 515
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1716\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 04 | standardDataset=200/204 (98.04%) | diversityDataset=200/204 (98.04%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | diversityWorse=false | standardFamily=REAR_BOUNDARY_LOCK | diversityFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 5
Scenario seed: -6826745434564669881

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 870
Passengers seated: 235/235
Average waiting ticks: 386.29
Longest waiting passenger: P138->20E(RIGHT)
Longest waiting ticks: 843

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1722
Maximum occupied tiles: 12
Seat events: 113
Single-blocker events: 30
Multiple-blocker events: 8
Temporary aisle reoccupations: 48

RIGHT AISLE
-----------
Total moves: 1667
Maximum occupied tiles: 10
Seat events: 122
Single-blocker events: 34
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4517
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5593
Total stationary ticks: 94540
Seat-event requests: 245
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 566
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 566
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:53
Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 5
Scenario seed: -6826745434564669881

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 868
Passengers seated: 235/235
Average waiting ticks: 385.05
Longest waiting passenger: P138->20E(RIGHT)
Longest waiting ticks: 841

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 27
Regions dissolved: 2
Repeated reconstructions avoided: 27
Largest region lifetime: 16
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1722
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 29
Multiple-blocker events: 9
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1667
Maximum occupied tiles: 12
Seat events: 122
Single-blocker events: 33
Multiple-blocker events: 13
Temporary aisle reoccupations: 63

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4615
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5725
Total stationary ticks: 94367
Seat-event requests: 245
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 570
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 570
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 05 | standardDataset=235/235 (100.00%) | diversityDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | diversityWorse=false | standardFamily=COMPLETE_CABIN | diversityFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 6
Scenario seed: 2513822240434754174

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.82%
Blocker-prone seat share (topology component): 77.94%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 731
Passengers seated: 204/204
Average waiting ticks: 331.67
Longest waiting passenger: P8->20F(RIGHT)
Longest waiting ticks: 685

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1499
Maximum occupied tiles: 14
Seat events: 102
Single-blocker events: 24
Multiple-blocker events: 8
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1479
Maximum occupied tiles: 12
Seat events: 102
Single-blocker events: 30
Multiple-blocker events: 6
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3601
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4643
Total stationary ticks: 70621
Seat-event requests: 210
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 585
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 585
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 210\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:53
Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 6
Scenario seed: 2513822240434754174

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Row-zone concentration (diagnostic control): 33.82%
Blocker-prone seat share (topology component): 77.94%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 731
Passengers seated: 204/204
Average waiting ticks: 331.35
Longest waiting passenger: P8->20F(RIGHT)
Longest waiting ticks: 685

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1499
Maximum occupied tiles: 14
Seat events: 102
Single-blocker events: 23
Multiple-blocker events: 8
Temporary aisle reoccupations: 41

RIGHT AISLE
-----------
Total moves: 1479
Maximum occupied tiles: 12
Seat events: 102
Single-blocker events: 30
Multiple-blocker events: 6
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3653
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4779
Total stationary ticks: 70670
Seat-event requests: 210
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 605
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 605
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 210\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 06 | standardDataset=204/204 (100.00%) | diversityDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | diversityWorse=false | standardFamily=COMPLETE_CABIN | diversityFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 7
Scenario seed: -4676738862831661214

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.80%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 98.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 772
Passengers seated: 216/216
Average waiting ticks: 349.32
Longest waiting passenger: P213->4C(LEFT)
Longest waiting ticks: 721

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 24
Regions dissolved: 2
Repeated reconstructions avoided: 24
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1563
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 21
Multiple-blocker events: 10
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1500
Maximum occupied tiles: 12
Seat events: 106
Single-blocker events: 24
Multiple-blocker events: 10
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 119
Reservations granted: 119
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3938
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5006
Total stationary ticks: 78770
Seat-event requests: 227
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 538
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 538
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 227\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:53
Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 7
Scenario seed: -4676738862831661214

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Row-zone concentration (diagnostic control): 33.80%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 98.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 774
Passengers seated: 216/216
Average waiting ticks: 349.72
Longest waiting passenger: P213->4C(LEFT)
Longest waiting ticks: 728

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 24
Regions dissolved: 2
Repeated reconstructions avoided: 24
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1563
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 22
Multiple-blocker events: 10
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1500
Maximum occupied tiles: 12
Seat events: 106
Single-blocker events: 23
Multiple-blocker events: 11
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 119
Reservations granted: 117
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4013
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5140
Total stationary ticks: 78974
Seat-event requests: 225
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 549
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 549
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 227\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 07 | standardDataset=216/216 (100.00%) | diversityDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | diversityWorse=false | standardFamily=COMPLETE_CABIN | diversityFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 8
Scenario seed: 2451708163553084058

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.05%
Blocker-prone seat share (topology component): 64.86%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 943
Passengers seated: 259/259
Average waiting ticks: 421.84
Longest waiting passenger: P256->9F(LEFT)
Longest waiting ticks: 901

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles10-13:occupied=3:anchor=P12:selected=P71:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2017
Maximum occupied tiles: 12
Seat events: 135
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1933
Maximum occupied tiles: 14
Seat events: 124
Single-blocker events: 35
Multiple-blocker events: 9
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 90
Reservations granted: 90
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5174
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6489
Total stationary ticks: 113674
Seat-event requests: 273
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 652
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 652
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 272\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:53
Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 8
Scenario seed: 2451708163553084058

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Row-zone concentration (diagnostic control): 32.05%
Blocker-prone seat share (topology component): 64.86%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 943
Passengers seated: 259/259
Average waiting ticks: 421.34
Longest waiting passenger: P256->9F(LEFT)
Longest waiting ticks: 901

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles10-13:occupied=3:anchor=P12:selected=P71:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2017
Maximum occupied tiles: 12
Seat events: 135
Single-blocker events: 42
Multiple-blocker events: 16
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 1933
Maximum occupied tiles: 14
Seat events: 124
Single-blocker events: 35
Multiple-blocker events: 9
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 92
Reservations granted: 90
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5269
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6644
Total stationary ticks: 113709
Seat-event requests: 273
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 641
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 641
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 274\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 08 | standardDataset=259/259 (100.00%) | diversityDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | diversityWorse=false | standardFamily=COMPLETE_CABIN | diversityFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 9
Scenario seed: 7260830704529197968

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 35.42%
Blocker-prone seat share (topology component): 75.52%
Aisle-assignment balance: 89.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 754
Passengers seated: 192/192
Average waiting ticks: 315.99
Longest waiting passenger: P145->3H(RIGHT)
Longest waiting ticks: 702

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P60:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1277
Maximum occupied tiles: 12
Seat events: 86
Single-blocker events: 13
Multiple-blocker events: 6
Temporary aisle reoccupations: 26

RIGHT AISLE
-----------
Total moves: 1496
Maximum occupied tiles: 11
Seat events: 106
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 105
Reservations granted: 102
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3411
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4220
Total stationary ticks: 63467
Seat-event requests: 203
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 413
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 413
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 205\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:53
Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 9
Scenario seed: 7260830704529197968

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Row-zone concentration (diagnostic control): 35.42%
Blocker-prone seat share (topology component): 75.52%
Aisle-assignment balance: 89.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 756
Passengers seated: 192/192
Average waiting ticks: 315.73
Longest waiting passenger: P145->3H(RIGHT)
Longest waiting ticks: 694

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P60:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1277
Maximum occupied tiles: 13
Seat events: 86
Single-blocker events: 13
Multiple-blocker events: 6
Temporary aisle reoccupations: 26

RIGHT AISLE
-----------
Total moves: 1496
Maximum occupied tiles: 12
Seat events: 106
Single-blocker events: 28
Multiple-blocker events: 10
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3482
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4291
Total stationary ticks: 63494
Seat-event requests: 203
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 408
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 408
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 202\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 09 | standardDataset=192/192 (100.00%) | diversityDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | diversityWorse=false | standardFamily=COMPLETE_CABIN | diversityFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 10
Scenario seed: -447105676847956095

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.36%
Blocker-prone seat share (topology component): 59.65%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1251
Passengers seated: 342/342
Average waiting ticks: 564.00
Longest waiting passenger: P179->11J(RIGHT)
Longest waiting ticks: 1169

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 5
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: RIGHT:tiles10-14:occupied=4:anchor=P314:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 91
Regions dissolved: 4
Repeated reconstructions avoided: 91
Largest region lifetime: 46
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=46
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 4
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2926
Maximum occupied tiles: 12
Seat events: 165
Single-blocker events: 39
Multiple-blocker events: 30
Temporary aisle reoccupations: 103

RIGHT AISLE
-----------
Total moves: 3031
Maximum occupied tiles: 15
Seat events: 177
Single-blocker events: 40
Multiple-blocker events: 31
Temporary aisle reoccupations: 107

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 163
Reservations granted: 162
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7775
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9654
Total stationary ticks: 199662
Seat-event requests: 376
Failed seat-event starts: 34

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 889
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 34
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 889
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 10\nOccupied-space rejections: 41\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:53
Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 10
Scenario seed: -447105676847956095

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Row-zone concentration (diagnostic control): 28.36%
Blocker-prone seat share (topology component): 59.65%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1251
Passengers seated: 342/342
Average waiting ticks: 563.89
Longest waiting passenger: P179->11J(RIGHT)
Longest waiting ticks: 1169

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 5
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: RIGHT:tiles10-14:occupied=4:anchor=P314:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 91
Regions dissolved: 4
Repeated reconstructions avoided: 91
Largest region lifetime: 46
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=46
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 4
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2926
Maximum occupied tiles: 12
Seat events: 165
Single-blocker events: 38
Multiple-blocker events: 30
Temporary aisle reoccupations: 102

RIGHT AISLE
-----------
Total moves: 3031
Maximum occupied tiles: 15
Seat events: 177
Single-blocker events: 40
Multiple-blocker events: 31
Temporary aisle reoccupations: 107

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 163
Reservations granted: 162
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7825
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9696
Total stationary ticks: 199663
Seat-event requests: 376
Failed seat-event starts: 34

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 891
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 34
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 891
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 8\nDependency chains followed: 8\nBlocked by waiting-row occupant: 8\nSubstituted events started: 11\nOccupied-space rejections: 42\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 10 | standardDataset=342/342 (100.00%) | diversityDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | diversityWorse=false | standardFamily=COMPLETE_CABIN | diversityFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 11
Scenario seed: 3638877016897499986

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 29.57%
Blocker-prone seat share (topology component): 66.96%
Aisle-assignment balance: 99.13%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 804
Passengers seated: 230/230
Average waiting ticks: 370.66
Longest waiting passenger: P111->9B(LEFT)
Longest waiting ticks: 763

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1700
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 28
Multiple-blocker events: 8
Temporary aisle reoccupations: 44

RIGHT AISLE
-----------
Total moves: 1814
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 38
Multiple-blocker events: 7
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 78
Reservations granted: 78
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4669
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5600
Total stationary ticks: 89203
Seat-event requests: 235
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 461
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 461
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 235\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:53
Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 11
Scenario seed: 3638877016897499986

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Row-zone concentration (diagnostic control): 29.57%
Blocker-prone seat share (topology component): 66.96%
Aisle-assignment balance: 99.13%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 805
Passengers seated: 230/230
Average waiting ticks: 371.08
Longest waiting passenger: P111->9B(LEFT)
Longest waiting ticks: 764

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1700
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 28
Multiple-blocker events: 8
Temporary aisle reoccupations: 44

RIGHT AISLE
-----------
Total moves: 1814
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 38
Multiple-blocker events: 7
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 78
Reservations granted: 78
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4674
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5555
Total stationary ticks: 89270
Seat-event requests: 235
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 450
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 450
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 235\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 11 | standardDataset=230/230 (100.00%) | diversityDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | diversityWorse=false | standardFamily=COMPLETE_CABIN | diversityFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 12
Scenario seed: -8976697486543855838

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 36.46%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 705
Passengers seated: 192/192
Average waiting ticks: 319.16
Longest waiting passenger: P84->11G(RIGHT)
Longest waiting ticks: 676

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: LEFT:tiles9-11:occupied=3:anchor=P136:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 40
Regions dissolved: 2
Repeated reconstructions avoided: 40
Largest region lifetime: 31
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=11
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1421
Maximum occupied tiles: 12
Seat events: 96
Single-blocker events: 23
Multiple-blocker events: 7
Temporary aisle reoccupations: 40

RIGHT AISLE
-----------
Total moves: 1396
Maximum occupied tiles: 11
Seat events: 96
Single-blocker events: 19
Multiple-blocker events: 6
Temporary aisle reoccupations: 31

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 100
Reservations granted: 100
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3355
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4022
Total stationary ticks: 63983
Seat-event requests: 201
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 348
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 348
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 199\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:53
Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 12
Scenario seed: -8976697486543855838

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Row-zone concentration (diagnostic control): 36.46%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 705
Passengers seated: 192/192
Average waiting ticks: 318.90
Longest waiting passenger: P84->11G(RIGHT)
Longest waiting ticks: 676

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: LEFT:tiles9-11:occupied=3:anchor=P136:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 40
Regions dissolved: 2
Repeated reconstructions avoided: 40
Largest region lifetime: 31
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=11
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1421
Maximum occupied tiles: 12
Seat events: 96
Single-blocker events: 22
Multiple-blocker events: 8
Temporary aisle reoccupations: 41

RIGHT AISLE
-----------
Total moves: 1396
Maximum occupied tiles: 11
Seat events: 96
Single-blocker events: 20
Multiple-blocker events: 5
Temporary aisle reoccupations: 30

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 101
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3431
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4106
Total stationary ticks: 64012
Seat-event requests: 202
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 353
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 353
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 200\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 12 | standardDataset=192/192 (100.00%) | diversityDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | diversityWorse=false | standardFamily=COMPLETE_CABIN | diversityFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 13
Scenario seed: 1058713798284952297

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.12%
Blocker-prone seat share (topology component): 61.11%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1097
Passengers seated: 306/306
Average waiting ticks: 507.68
Longest waiting passenger: P240->4A(LEFT)
Longest waiting ticks: 1037

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2758
Maximum occupied tiles: 12
Seat events: 153
Single-blocker events: 44
Multiple-blocker events: 15
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 2622
Maximum occupied tiles: 14
Seat events: 153
Single-blocker events: 37
Multiple-blocker events: 23
Temporary aisle reoccupations: 87

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 132
Reservations granted: 132
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6586
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7836
Total stationary ticks: 160799
Seat-event requests: 318
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 715
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 715
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 318\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:53
Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 13
Scenario seed: 1058713798284952297

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Row-zone concentration (diagnostic control): 27.12%
Blocker-prone seat share (topology component): 61.11%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1096
Passengers seated: 306/306
Average waiting ticks: 507.38
Longest waiting passenger: P240->4A(LEFT)
Longest waiting ticks: 1038

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2758
Maximum occupied tiles: 12
Seat events: 153
Single-blocker events: 45
Multiple-blocker events: 15
Temporary aisle reoccupations: 75

RIGHT AISLE
-----------
Total moves: 2622
Maximum occupied tiles: 13
Seat events: 153
Single-blocker events: 35
Multiple-blocker events: 24
Temporary aisle reoccupations: 87

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 132
Reservations granted: 132
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6642
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7905
Total stationary ticks: 160787
Seat-event requests: 318
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 701
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 701
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 318\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 13 | standardDataset=306/306 (100.00%) | diversityDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | diversityWorse=false | standardFamily=COMPLETE_CABIN | diversityFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 14
Scenario seed: -2382699513390452918

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 824
Passengers seated: 235/235
Average waiting ticks: 380.83
Longest waiting passenger: P179->6D(RIGHT)
Longest waiting ticks: 806

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 7
Selected release potential total: 6
Last cluster decision: LEFT:tiles9-14:occupied=6:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 31
Regions dissolved: 1
Repeated reconstructions avoided: 31
Largest region lifetime: 32
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=32
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1734
Maximum occupied tiles: 13
Seat events: 116
Single-blocker events: 33
Multiple-blocker events: 9
Temporary aisle reoccupations: 53

RIGHT AISLE
-----------
Total moves: 1702
Maximum occupied tiles: 14
Seat events: 119
Single-blocker events: 32
Multiple-blocker events: 13
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 130
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4717
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5966
Total stationary ticks: 93608
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 576
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 576
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:53
Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 14
Scenario seed: -2382699513390452918

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 824
Passengers seated: 235/235
Average waiting ticks: 380.98
Longest waiting passenger: P179->6D(RIGHT)
Longest waiting ticks: 806

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1734
Maximum occupied tiles: 13
Seat events: 116
Single-blocker events: 34
Multiple-blocker events: 9
Temporary aisle reoccupations: 54

RIGHT AISLE
-----------
Total moves: 1702
Maximum occupied tiles: 14
Seat events: 119
Single-blocker events: 31
Multiple-blocker events: 13
Temporary aisle reoccupations: 59

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 126
Reservations granted: 126
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4692
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5927
Total stationary ticks: 93600
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 14 | standardDataset=235/235 (100.00%) | diversityDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | diversityWorse=false | standardFamily=COMPLETE_CABIN | diversityFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 15
Scenario seed: 7910158282638001386

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.66%
Blocker-prone seat share (topology component): 66.41%
Aisle-assignment balance: 94.98%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 956
Passengers seated: 259/259
Average waiting ticks: 429.30
Longest waiting passenger: P57->12B(LEFT)
Longest waiting ticks: 922

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2045
Maximum occupied tiles: 13
Seat events: 136
Single-blocker events: 37
Multiple-blocker events: 14
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 1932
Maximum occupied tiles: 12
Seat events: 123
Single-blocker events: 32
Multiple-blocker events: 10
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 88
Reservations granted: 86
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5119
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6204
Total stationary ticks: 115474
Seat-event requests: 266
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 268\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:53
Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 15
Scenario seed: 7910158282638001386

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Row-zone concentration (diagnostic control): 31.66%
Blocker-prone seat share (topology component): 66.41%
Aisle-assignment balance: 94.98%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 952
Passengers seated: 259/259
Average waiting ticks: 427.84
Longest waiting passenger: P57->12B(LEFT)
Longest waiting ticks: 918

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2045
Maximum occupied tiles: 13
Seat events: 136
Single-blocker events: 35
Multiple-blocker events: 15
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 1932
Maximum occupied tiles: 11
Seat events: 123
Single-blocker events: 32
Multiple-blocker events: 10
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 87
Reservations granted: 87
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5138
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6295
Total stationary ticks: 115153
Seat-event requests: 267
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 591
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 591
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 267\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 15 | standardDataset=259/259 (100.00%) | diversityDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | diversityWorse=false | standardFamily=COMPLETE_CABIN | diversityFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 16
Scenario seed: 7835976452476775241

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.04%
Blocker-prone seat share (topology component): 66.52%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 837
Passengers seated: 230/230
Average waiting ticks: 384.82
Longest waiting passenger: P49->16A(LEFT)
Longest waiting ticks: 780

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles16-18:occupied=3:anchor=P49:selected=P151:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1782
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 28
Multiple-blocker events: 8
Temporary aisle reoccupations: 44

RIGHT AISLE
-----------
Total moves: 1724
Maximum occupied tiles: 10
Seat events: 115
Single-blocker events: 33
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 79
Reservations granted: 79
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4064
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4973
Total stationary ticks: 91828
Seat-event requests: 239
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 468
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 468
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:53
Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 16
Scenario seed: 7835976452476775241

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Row-zone concentration (diagnostic control): 33.04%
Blocker-prone seat share (topology component): 66.52%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 838
Passengers seated: 230/230
Average waiting ticks: 384.84
Longest waiting passenger: P49->16A(LEFT)
Longest waiting ticks: 781

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles16-18:occupied=3:anchor=P49:selected=P151:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1782
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 27
Multiple-blocker events: 8
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1724
Maximum occupied tiles: 10
Seat events: 115
Single-blocker events: 33
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 79
Reservations granted: 79
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4106
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5001
Total stationary ticks: 91914
Seat-event requests: 239
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 427
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 427
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 16 | standardDataset=230/230 (100.00%) | diversityDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | diversityWorse=false | standardFamily=COMPLETE_CABIN | diversityFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 17
Scenario seed: -5603982636816805098

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 74.12%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2329
Passengers seated: 226/228
Average waiting ticks: 384.43
Longest waiting passenger: P22->29F(LEFT)
Longest waiting ticks: 2256

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 24
Regions dissolved: 2
Repeated reconstructions avoided: 24
Largest region lifetime: 17
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=17
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1590
Maximum occupied tiles: 12
Seat events: 116
Single-blocker events: 23
Multiple-blocker events: 10
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1694
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1648
Reservations granted: 1639
Reservations denied/waited: 9
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3986
Longest unresolved passenger ID: 47
Longest unresolved row: 29
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P47(29B/LEFT) -> P22(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 47
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8174
Total stationary ticks: 92549
Seat-event requests: 1757
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 22
Critical blocker identity: P22->29F(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P22(29F/LEFT/WAITING_FOR_SEAT_EVENT)
  P47(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1519
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 30|31|32
Critical blocker unavailable yield tiles: 31|32
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 12
Rear-boundary failures: 1519
Middle-bank reservation failures: 9
Active-event deferrals: 553
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 30|31|32
Current unavailable yield tiles: 31|32
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:53
Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 17
Scenario seed: -5603982636816805098

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 74.12%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2326
Passengers seated: 226/228
Average waiting ticks: 380.39
Longest waiting passenger: P22->29F(LEFT)
Longest waiting ticks: 2253

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 24
Regions dissolved: 2
Repeated reconstructions avoided: 24
Largest region lifetime: 17
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=17
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1590
Maximum occupied tiles: 12
Seat events: 116
Single-blocker events: 24
Multiple-blocker events: 10
Temporary aisle reoccupations: 47

RIGHT AISLE
-----------
Total moves: 1694
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 29
Multiple-blocker events: 7
Temporary aisle reoccupations: 45

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1649
Reservations granted: 1643
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4253
Longest unresolved passenger ID: 47
Longest unresolved row: 29
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P47(29B/LEFT) -> P22(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 47
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8445
Total stationary ticks: 91913
Seat-event requests: 1761
Failed seat-event starts: 1535

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 22
Critical blocker identity: P22->29F(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P22(29F/LEFT/WAITING_FOR_SEAT_EVENT)
  P47(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1521
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 30|31|32
Critical blocker unavailable yield tiles: 31|32
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 14
Rear-boundary failures: 1521
Middle-bank reservation failures: 6
Active-event deferrals: 537
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 30|31|32
Current unavailable yield tiles: 31|32
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1767\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 17 | standardDataset=226/228 (99.12%) | diversityDataset=226/228 (99.12%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | diversityWorse=false | standardFamily=REAR_BOUNDARY_LOCK | diversityFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 18
Scenario seed: -29016899169270240

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1018
Passengers seated: 282/282
Average waiting ticks: 460.86
Longest waiting passenger: P39->31A(LEFT)
Longest waiting ticks: 950

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2171
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 41
Multiple-blocker events: 12
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 2188
Maximum occupied tiles: 11
Seat events: 138
Single-blocker events: 39
Multiple-blocker events: 20
Temporary aisle reoccupations: 79

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 101
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5629
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7092
Total stationary ticks: 134758
Seat-event requests: 293
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 749
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 749
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:53
Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 18
Scenario seed: -29016899169270240

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1018
Passengers seated: 282/282
Average waiting ticks: 460.07
Longest waiting passenger: P39->31A(LEFT)
Longest waiting ticks: 950

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2171
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 41
Multiple-blocker events: 12
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 2188
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 39
Multiple-blocker events: 20
Temporary aisle reoccupations: 79

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 101
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5739
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7094
Total stationary ticks: 134616
Seat-event requests: 294
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 682
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 682
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 294\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 18 | standardDataset=282/282 (100.00%) | diversityDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | diversityWorse=false | standardFamily=COMPLETE_CABIN | diversityFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 19
Scenario seed: -1022932693840430131

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.20%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1270
Passengers seated: 353/353
Average waiting ticks: 595.20
Longest waiting passenger: P228->31D(RIGHT)
Longest waiting ticks: 1217

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 5
Clusters detected: 5
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:region=R5:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 5
Region updates: 107
Regions dissolved: 5
Repeated reconstructions avoided: 107
Largest region lifetime: 32
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R5:lifetime=8
Confirmation deferral ticks: 7
Regions reaching confirmation: 2
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3031
Maximum occupied tiles: 15
Seat events: 176
Single-blocker events: 50
Multiple-blocker events: 27
Temporary aisle reoccupations: 110

RIGHT AISLE
-----------
Total moves: 3177
Maximum occupied tiles: 13
Seat events: 177
Single-blocker events: 51
Multiple-blocker events: 34
Temporary aisle reoccupations: 129

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 160
Reservations granted: 158
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7492
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9457
Total stationary ticks: 216460
Seat-event requests: 384
Failed seat-event starts: 31

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 994
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 31
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 994
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 11\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:53
Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 19
Scenario seed: -1022932693840430131

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Row-zone concentration (diagnostic control): 27.20%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1271
Passengers seated: 353/353
Average waiting ticks: 593.62
Longest waiting passenger: P228->31D(RIGHT)
Longest waiting ticks: 1208

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 2
Cluster candidates evaluated: 4
Executable cluster candidates: 4
Rejected cluster candidates: 0
Cluster selections: 3
Cluster-selected events started: 4
Largest detected cluster: 5
Selected release potential total: 10
Last cluster decision: RIGHT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 70
Regions dissolved: 4
Repeated reconstructions avoided: 70
Largest region lifetime: 28
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=10
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3031
Maximum occupied tiles: 15
Seat events: 176
Single-blocker events: 51
Multiple-blocker events: 27
Temporary aisle reoccupations: 111

RIGHT AISLE
-----------
Total moves: 3177
Maximum occupied tiles: 13
Seat events: 177
Single-blocker events: 51
Multiple-blocker events: 34
Temporary aisle reoccupations: 129

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 164
Reservations granted: 159
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7332
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9257
Total stationary ticks: 215672
Seat-event requests: 386
Failed seat-event starts: 33

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 1025
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 33
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 1025
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 388\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 12\nOccupied-space rejections: 40\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 19 | standardDataset=353/353 (100.00%) | diversityDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=3 | clusterStarts=4 | convertedToSuccess=false | diversityWorse=false | standardFamily=COMPLETE_CABIN | diversityFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 20
Scenario seed: 7778104721219760133

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 65.69%
Aisle-assignment balance: 98.54%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 274/274
Average waiting ticks: 448.40
Longest waiting passenger: P182->28I(RIGHT)
Longest waiting ticks: 944

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 13
Seat events: 135
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 2076
Maximum occupied tiles: 12
Seat events: 139
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 92
Reservations granted: 92
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5548
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6972
Total stationary ticks: 127697
Seat-event requests: 284
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 677
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 677
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 284\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:53
Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 20
Scenario seed: 7778104721219760133

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 65.69%
Aisle-assignment balance: 98.54%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 988
Passengers seated: 274/274
Average waiting ticks: 448.07
Longest waiting passenger: P182->28I(RIGHT)
Longest waiting ticks: 943

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 13
Seat events: 135
Single-blocker events: 27
Multiple-blocker events: 12
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 2076
Maximum occupied tiles: 12
Seat events: 139
Single-blocker events: 33
Multiple-blocker events: 19
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 94
Reservations granted: 92
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5503
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6899
Total stationary ticks: 127537
Seat-event requests: 284
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 674
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 674
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 286\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 20 | standardDataset=274/274 (100.00%) | diversityDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | diversityWorse=false | standardFamily=COMPLETE_CABIN | diversityFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 21
Scenario seed: -6050252773158139437

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.90%
Blocker-prone seat share (topology component): 75.52%
Aisle-assignment balance: 98.96%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 686
Passengers seated: 192/192
Average waiting ticks: 311.75
Longest waiting passenger: P131->5H(RIGHT)
Longest waiting ticks: 644

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1430
Maximum occupied tiles: 11
Seat events: 95
Single-blocker events: 26
Multiple-blocker events: 4
Temporary aisle reoccupations: 34

RIGHT AISLE
-----------
Total moves: 1368
Maximum occupied tiles: 11
Seat events: 97
Single-blocker events: 22
Multiple-blocker events: 5
Temporary aisle reoccupations: 32

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3532
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4379
Total stationary ticks: 62831
Seat-event requests: 195
Failed seat-event starts: 3

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 442
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 3
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 442
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 195\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:53
Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 21
Scenario seed: -6050252773158139437

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Row-zone concentration (diagnostic control): 34.90%
Blocker-prone seat share (topology component): 75.52%
Aisle-assignment balance: 98.96%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 684
Passengers seated: 192/192
Average waiting ticks: 310.14
Longest waiting passenger: P57->10B(LEFT)
Longest waiting ticks: 645

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1430
Maximum occupied tiles: 12
Seat events: 95
Single-blocker events: 26
Multiple-blocker events: 4
Temporary aisle reoccupations: 34

RIGHT AISLE
-----------
Total moves: 1368
Maximum occupied tiles: 11
Seat events: 97
Single-blocker events: 23
Multiple-blocker events: 4
Temporary aisle reoccupations: 31

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3683
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4481
Total stationary ticks: 62644
Seat-event requests: 195
Failed seat-event starts: 3

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 424
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 3
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 424
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 195\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 21 | standardDataset=192/192 (100.00%) | diversityDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | diversityWorse=false | standardFamily=COMPLETE_CABIN | diversityFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 22
Scenario seed: -7549248447377455043

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.43%
Blocker-prone seat share (topology component): 60.46%
Aisle-assignment balance: 98.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1115
Passengers seated: 306/306
Average waiting ticks: 511.00
Longest waiting passenger: P126->23H(RIGHT)
Longest waiting ticks: 1059

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles22-26:occupied=4:anchor=P169:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 16
Regions dissolved: 1
Repeated reconstructions avoided: 16
Largest region lifetime: 17
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=17
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2720
Maximum occupied tiles: 13
Seat events: 150
Single-blocker events: 49
Multiple-blocker events: 12
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 2575
Maximum occupied tiles: 12
Seat events: 156
Single-blocker events: 35
Multiple-blocker events: 19
Temporary aisle reoccupations: 77

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 128
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6519
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8050
Total stationary ticks: 161843
Seat-event requests: 321
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 882
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 882
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 320\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:53
Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 22
Scenario seed: -7549248447377455043

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Row-zone concentration (diagnostic control): 28.43%
Blocker-prone seat share (topology component): 60.46%
Aisle-assignment balance: 98.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1111
Passengers seated: 306/306
Average waiting ticks: 512.18
Longest waiting passenger: P126->23H(RIGHT)
Longest waiting ticks: 1055

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles22-26:occupied=4:anchor=P169:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 16
Regions dissolved: 1
Repeated reconstructions avoided: 16
Largest region lifetime: 17
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=17
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2720
Maximum occupied tiles: 14
Seat events: 150
Single-blocker events: 50
Multiple-blocker events: 12
Temporary aisle reoccupations: 75

RIGHT AISLE
-----------
Total moves: 2575
Maximum occupied tiles: 13
Seat events: 156
Single-blocker events: 35
Multiple-blocker events: 19
Temporary aisle reoccupations: 77

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6644
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8185
Total stationary ticks: 162414
Seat-event requests: 320
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 821
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 821
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 319\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 22 | standardDataset=306/306 (100.00%) | diversityDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | diversityWorse=false | standardFamily=COMPLETE_CABIN | diversityFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 23
Scenario seed: 4519082988640820556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 75.44%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 825
Passengers seated: 228/228
Average waiting ticks: 367.85
Longest waiting passenger: P154->11C(RIGHT)
Longest waiting ticks: 787

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1559
Maximum occupied tiles: 14
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 14
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 1754
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 29
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 123
Reservations granted: 123
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4498
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5596
Total stationary ticks: 87691
Seat-event requests: 238
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 544
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 544
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:53
Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 23
Scenario seed: 4519082988640820556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 75.44%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 825
Passengers seated: 228/228
Average waiting ticks: 367.87
Longest waiting passenger: P154->11C(RIGHT)
Longest waiting ticks: 787

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P70:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 20
Regions dissolved: 1
Repeated reconstructions avoided: 20
Largest region lifetime: 21
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=21
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1559
Maximum occupied tiles: 14
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1754
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 29
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4498
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5677
Total stationary ticks: 87700
Seat-event requests: 242
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 597
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 597
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 241\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 23 | standardDataset=228/228 (100.00%) | diversityDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | diversityWorse=false | standardFamily=COMPLETE_CABIN | diversityFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 24
Scenario seed: 4297087376607226005

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 66.79%
Aisle-assignment balance: 99.27%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 970
Passengers seated: 274/274
Average waiting ticks: 452.86
Longest waiting passenger: P54->10G(RIGHT)
Longest waiting ticks: 925

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:tiles23-26:occupied=4:anchor=P246:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 22
Regions dissolved: 1
Repeated reconstructions avoided: 22
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=23
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2167
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 39
Multiple-blocker events: 14
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2041
Maximum occupied tiles: 12
Seat events: 136
Single-blocker events: 37
Multiple-blocker events: 11
Temporary aisle reoccupations: 59

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 93
Reservations granted: 93
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5016
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6316
Total stationary ticks: 128215
Seat-event requests: 287
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 710
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 710
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 286\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:53
Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 24
Scenario seed: 4297087376607226005

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 66.79%
Aisle-assignment balance: 99.27%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 969
Passengers seated: 274/274
Average waiting ticks: 451.47
Longest waiting passenger: P54->10G(RIGHT)
Longest waiting ticks: 925

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2167
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 39
Multiple-blocker events: 14
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2041
Maximum occupied tiles: 12
Seat events: 136
Single-blocker events: 37
Multiple-blocker events: 11
Temporary aisle reoccupations: 59

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 89
Reservations granted: 89
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5046
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6260
Total stationary ticks: 127822
Seat-event requests: 282
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 683
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 683
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 282\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 24 | standardDataset=274/274 (100.00%) | diversityDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | diversityWorse=false | standardFamily=COMPLETE_CABIN | diversityFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 25
Scenario seed: -1618752062860107760

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.39%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 90.20%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 797
Passengers seated: 204/204
Average waiting ticks: 336.86
Longest waiting passenger: P145->11G(RIGHT)
Longest waiting ticks: 754

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 7
Regions dissolved: 1
Repeated reconstructions avoided: 7
Largest region lifetime: 8
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=8
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1366
Maximum occupied tiles: 11
Seat events: 92
Single-blocker events: 18
Multiple-blocker events: 3
Temporary aisle reoccupations: 24

RIGHT AISLE
-----------
Total moves: 1550
Maximum occupied tiles: 14
Seat events: 112
Single-blocker events: 34
Multiple-blocker events: 14
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 110
Reservations granted: 108
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3670
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4541
Total stationary ticks: 71737
Seat-event requests: 212
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 442
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 442
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 214\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:53
Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 25
Scenario seed: -1618752062860107760

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Row-zone concentration (diagnostic control): 30.39%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 90.20%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 794
Passengers seated: 204/204
Average waiting ticks: 335.13
Longest waiting passenger: P145->11G(RIGHT)
Longest waiting ticks: 751

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 7
Regions dissolved: 1
Repeated reconstructions avoided: 7
Largest region lifetime: 8
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=8
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1366
Maximum occupied tiles: 12
Seat events: 92
Single-blocker events: 19
Multiple-blocker events: 3
Temporary aisle reoccupations: 25

RIGHT AISLE
-----------
Total moves: 1550
Maximum occupied tiles: 14
Seat events: 112
Single-blocker events: 34
Multiple-blocker events: 14
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 109
Reservations granted: 109
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3796
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4725
Total stationary ticks: 71551
Seat-event requests: 213
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 456
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 456
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 213\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 25 | standardDataset=204/204 (100.00%) | diversityDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | diversityWorse=false | standardFamily=COMPLETE_CABIN | diversityFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:54
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 26
Scenario seed: 7637717698422060553

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 59.36%
Aisle-assignment balance: 94.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1276
Passengers seated: 342/342
Average waiting ticks: 566.26
Longest waiting passenger: P248->26A(LEFT)
Longest waiting ticks: 1229

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 4
Largest detected cluster: 4
Selected release potential total: 5
Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 48
Regions dissolved: 3
Repeated reconstructions avoided: 48
Largest region lifetime: 31
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=31
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3173
Maximum occupied tiles: 15
Seat events: 181
Single-blocker events: 46
Multiple-blocker events: 25
Temporary aisle reoccupations: 103

RIGHT AISLE
-----------
Total moves: 2795
Maximum occupied tiles: 13
Seat events: 161
Single-blocker events: 49
Multiple-blocker events: 23
Temporary aisle reoccupations: 98

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 161
Reservations granted: 161
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7578
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9483
Total stationary ticks: 200246
Seat-event requests: 371
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 924
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 924
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 369\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:54
Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 26
Scenario seed: 7637717698422060553

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 59.36%
Aisle-assignment balance: 94.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1276
Passengers seated: 342/342
Average waiting ticks: 566.24
Longest waiting passenger: P248->26A(LEFT)
Longest waiting ticks: 1229

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 4
Largest detected cluster: 4
Selected release potential total: 5
Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 48
Regions dissolved: 3
Repeated reconstructions avoided: 48
Largest region lifetime: 31
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=31
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3173
Maximum occupied tiles: 15
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 25
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2795
Maximum occupied tiles: 13
Seat events: 161
Single-blocker events: 48
Multiple-blocker events: 23
Temporary aisle reoccupations: 97

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 161
Reservations granted: 161
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7633
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9352
Total stationary ticks: 200192
Seat-event requests: 371
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 854
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 854
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 369\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 26 | standardDataset=342/342 (100.00%) | diversityDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=4 | convertedToSuccess=false | diversityWorse=false | standardFamily=COMPLETE_CABIN | diversityFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:54
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 27
Scenario seed: 7038436515696686281

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.46%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 784
Passengers seated: 216/216
Average waiting ticks: 348.83
Longest waiting passenger: P24->8D(LEFT)
Longest waiting ticks: 747

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles11-13:occupied=3:anchor=P209:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 14
Seat events: 111
Single-blocker events: 29
Multiple-blocker events: 17
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 1464
Maximum occupied tiles: 11
Seat events: 105
Single-blocker events: 24
Multiple-blocker events: 8
Temporary aisle reoccupations: 42

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 123
Reservations granted: 120
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4157
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5218
Total stationary ticks: 78912
Seat-event requests: 228
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 475
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 475
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 230\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:54
Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 27
Scenario seed: 7038436515696686281

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.46%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 785
Passengers seated: 216/216
Average waiting ticks: 348.87
Longest waiting passenger: P24->8D(LEFT)
Longest waiting ticks: 748

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles11-13:occupied=3:anchor=P209:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 14
Seat events: 111
Single-blocker events: 31
Multiple-blocker events: 16
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 1464
Maximum occupied tiles: 11
Seat events: 105
Single-blocker events: 23
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 121
Reservations granted: 120
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4182
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5229
Total stationary ticks: 78952
Seat-event requests: 228
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 456
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 456
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 228\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 27 | standardDataset=216/216 (100.00%) | diversityDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | diversityWorse=false | standardFamily=COMPLETE_CABIN | diversityFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:54
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 28
Scenario seed: 3504961108606988885

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 66.06%
Aisle-assignment balance: 96.35%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 274/274
Average waiting ticks: 452.16
Longest waiting passenger: P162->5H(RIGHT)
Longest waiting ticks: 957

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles22-24:occupied=3:anchor=P175:selected=P83:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 15
Regions dissolved: 1
Repeated reconstructions avoided: 15
Largest region lifetime: 16
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=16
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2061
Maximum occupied tiles: 13
Seat events: 132
Single-blocker events: 31
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 2167
Maximum occupied tiles: 14
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 13
Temporary aisle reoccupations: 65

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 94
Reservations granted: 93
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5286
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6678
Total stationary ticks: 128384
Seat-event requests: 287
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 693
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 693
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 287\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:54
Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 28
Scenario seed: 3504961108606988885

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 66.06%
Aisle-assignment balance: 96.35%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1010
Passengers seated: 274/274
Average waiting ticks: 453.77
Longest waiting passenger: P162->5H(RIGHT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles22-24:occupied=3:anchor=P175:selected=P83:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 15
Regions dissolved: 1
Repeated reconstructions avoided: 15
Largest region lifetime: 16
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=16
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2061
Maximum occupied tiles: 13
Seat events: 132
Single-blocker events: 32
Multiple-blocker events: 15
Temporary aisle reoccupations: 62

RIGHT AISLE
-----------
Total moves: 2167
Maximum occupied tiles: 14
Seat events: 142
Single-blocker events: 40
Multiple-blocker events: 13
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 95
Reservations granted: 93
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5266
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6591
Total stationary ticks: 128779
Seat-event requests: 287
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 658
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 658
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 288\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 28 | standardDataset=274/274 (100.00%) | diversityDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | diversityWorse=false | standardFamily=COMPLETE_CABIN | diversityFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:54
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 29
Scenario seed: 8058727884467314553

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 67.52%
Aisle-assignment balance: 95.62%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2418
Passengers seated: 258/274
Average waiting ticks: 468.27
Longest waiting passenger: P89->18D(RIGHT)
Longest waiting ticks: 2380

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 24
Cluster candidates evaluated: 47
Executable cluster candidates: 10
Rejected cluster candidates: 37
Cluster selections: 6
Cluster-selected events started: 6
Largest detected cluster: 16
Selected release potential total: 26
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1839
Regions dissolved: 2
Repeated reconstructions avoided: 1839
Largest region lifetime: 1771
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1771:occupied=16
Confirmation deferral ticks: 5
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1566
State changes reopening evaluation: 21
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2020
Maximum occupied tiles: 14
Seat events: 131
Single-blocker events: 43
Multiple-blocker events: 8
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 2227
Maximum occupied tiles: 22
Seat events: 127
Single-blocker events: 40
Multiple-blocker events: 10
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1630
Reservations granted: 1627
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 12
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 19602
Longest unresolved passenger ID: 90
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 9
Longest dependency chain: P137(25E/RIGHT) -> P94(27G/RIGHT) -> P190(24F/RIGHT) -> P24(25I/RIGHT) -> P88(28D/RIGHT) -> P102(27F/RIGHT) -> P87(31H/RIGHT) -> P184(31D/RIGHT) -> P20(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 137
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 12
Total blocked ticks: 32482
Total stationary ticks: 151925
Seat-event requests: 1882
Failed seat-event starts: 1624

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 20
Critical blocker identity: P20->28I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 8
Critical tree size including blocker: 9
Critical tree depth: 9
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 16
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 7
Critical blocker tree:
P20(28I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P184(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P87(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P102(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P88(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P24(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P190(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P94(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P137(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1605
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 29|30
Critical blocker yield-tile occupants: 13|153
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 3
Yield-tile occupied failures: 1605
Rear-boundary failures: 19
Middle-bank reservation failures: 3
Active-event deferrals: 1075
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 2
Yield-occupant trace: yieldOccupant[13]: P13(31G/RIGHT/MOVING_IN_AISLE@tile29) -> P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[153]: P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P153->30E(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P13{seat=31G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=29,directBlocker=153,lastMoveTick=698,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P153{seat=30E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=648,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 29|30
Current yield-tile occupants: 13|153
Final row-event chain: 20|13|153
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1880\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 7\nOccupied-space rejections: 3201\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:54
Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 29
Scenario seed: 8058727884467314553

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 67.52%
Aisle-assignment balance: 95.62%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2418
Passengers seated: 258/274
Average waiting ticks: 468.14
Longest waiting passenger: P89->18D(RIGHT)
Longest waiting ticks: 2380

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 24
Cluster candidates evaluated: 47
Executable cluster candidates: 10
Rejected cluster candidates: 37
Cluster selections: 6
Cluster-selected events started: 6
Largest detected cluster: 16
Selected release potential total: 26
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1839
Regions dissolved: 2
Repeated reconstructions avoided: 1839
Largest region lifetime: 1771
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1771:occupied=16
Confirmation deferral ticks: 5
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1566
State changes reopening evaluation: 21
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2020
Maximum occupied tiles: 14
Seat events: 131
Single-blocker events: 43
Multiple-blocker events: 9
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 2227
Maximum occupied tiles: 22
Seat events: 127
Single-blocker events: 43
Multiple-blocker events: 9
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1631
Reservations granted: 1627
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 12
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 19621
Longest unresolved passenger ID: 90
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 9
Longest dependency chain: P137(25E/RIGHT) -> P94(27G/RIGHT) -> P190(24F/RIGHT) -> P24(25I/RIGHT) -> P88(28D/RIGHT) -> P102(27F/RIGHT) -> P87(31H/RIGHT) -> P184(31D/RIGHT) -> P20(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 137
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 12
Total blocked ticks: 32499
Total stationary ticks: 151929
Seat-event requests: 1882
Failed seat-event starts: 1624

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 20
Critical blocker identity: P20->28I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 8
Critical tree size including blocker: 9
Critical tree depth: 9
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 16
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 7
Critical blocker tree:
P20(28I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P184(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P87(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P102(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P88(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P24(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P190(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P94(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P137(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1605
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 29|30
Critical blocker yield-tile occupants: 13|153
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 3
Yield-tile occupied failures: 1605
Rear-boundary failures: 19
Middle-bank reservation failures: 4
Active-event deferrals: 1051
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 2
Yield-occupant trace: yieldOccupant[13]: P13(31G/RIGHT/MOVING_IN_AISLE@tile29) -> P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[153]: P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P153->30E(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P13{seat=31G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=29,directBlocker=153,lastMoveTick=698,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P153{seat=30E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=648,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 29|30
Current yield-tile occupants: 13|153
Final row-event chain: 20|13|153
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1880\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 9\nOccupied-space rejections: 3201\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 29 | standardDataset=258/274 (94.16%) | diversityDataset=258/274 (94.16%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=6 | clusterStarts=6 | convertedToSuccess=false | diversityWorse=false | standardFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL | diversityFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:54
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 30
Scenario seed: 4796178364709272712

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 60.07%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1073
Passengers seated: 288/288
Average waiting ticks: 486.26
Longest waiting passenger: P242->22A(LEFT)
Longest waiting ticks: 1020

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles24-27:occupied=3:anchor=P272:selected=P258:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 13
Regions dissolved: 1
Repeated reconstructions avoided: 13
Largest region lifetime: 14
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=14
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2587
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 40
Multiple-blocker events: 17
Temporary aisle reoccupations: 77

RIGHT AISLE
-----------
Total moves: 2427
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 36
Multiple-blocker events: 18
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 124
Reservations granted: 120
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6089
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7510
Total stationary ticks: 145204
Seat-event requests: 303
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 751
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 751
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 306\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
============================================================
Date/Time: 2026-07-16 17:18:54
Experiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 30
Scenario seed: 4796178364709272712

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 60.07%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1072
Passengers seated: 288/288
Average waiting ticks: 484.87
Longest waiting passenger: P242->22A(LEFT)
Longest waiting ticks: 1019

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2587
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 79

RIGHT AISLE
-----------
Total moves: 2427
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 36
Multiple-blocker events: 18
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 116
Reservations granted: 116
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6199
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7537
Total stationary ticks: 144936
Seat-event requests: 299
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 677
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 677
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_DEPENDENCY_LIFECYCLE_DIVERSITY_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 299\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 30 | standardDataset=288/288 (100.00%) | diversityDataset=288/288 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | diversityWorse=false | standardFamily=COMPLETE_CABIN | diversityFamily=COMPLETE_CABIN

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 15
DETERMINISTIC DEPENDENCY LIFECYCLE DIVERSITY
************************************************************
Experiment seed: 1783790101901
Scenarios executed: 60
Successful completions: 54
Incomplete/MAX_TICKS: 6
Average completed ticks: 1079.98
Average waiting ticks: 422.35
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:30
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 1
Scenario seed: 7216130499227313205

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 66.79%
Aisle-assignment balance: 98.54%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 990
Passengers seated: 274/274
Average waiting ticks: 450.42
Longest waiting passenger: P233->32A(LEFT)
Longest waiting ticks: 921

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2125
Maximum occupied tiles: 12
Seat events: 139
Single-blocker events: 45
Multiple-blocker events: 13
Temporary aisle reoccupations: 71

RIGHT AISLE
-----------
Total moves: 2075
Maximum occupied tiles: 11
Seat events: 135
Single-blocker events: 41
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5198
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6411
Total stationary ticks: 127724
Seat-event requests: 284
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 632
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 632
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:30
Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 1
Scenario seed: 7216130499227313205

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 66.79%
Aisle-assignment balance: 98.54%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 990
Passengers seated: 274/274
Average waiting ticks: 450.42
Longest waiting passenger: P233->32A(LEFT)
Longest waiting ticks: 921

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2125
Maximum occupied tiles: 12
Seat events: 139
Single-blocker events: 45
Multiple-blocker events: 13
Temporary aisle reoccupations: 71

RIGHT AISLE
-----------
Total moves: 2075
Maximum occupied tiles: 11
Seat events: 135
Single-blocker events: 41
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5198
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6411
Total stationary ticks: 127724
Seat-event requests: 284
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 632
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 632
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 01 | standardDataset=274/274 (100.00%) | windowDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | windowWorse=false | standardFamily=COMPLETE_CABIN | windowFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:30
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 2
Scenario seed: -5145057424286824451

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.48%
Blocker-prone seat share (topology component): 73.61%
Aisle-assignment balance: 94.44%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 799
Passengers seated: 216/216
Average waiting ticks: 351.06
Longest waiting passenger: P90->5C(LEFT)
Longest waiting ticks: 749

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 31
Regions dissolved: 2
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 12
Seat events: 114
Single-blocker events: 32
Multiple-blocker events: 9
Temporary aisle reoccupations: 52

RIGHT AISLE
-----------
Total moves: 1517
Maximum occupied tiles: 11
Seat events: 102
Single-blocker events: 19
Multiple-blocker events: 9
Temporary aisle reoccupations: 38

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 121
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3653
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4671
Total stationary ticks: 78797
Seat-event requests: 225
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 229\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:30
Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 2
Scenario seed: -5145057424286824451

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Row-zone concentration (diagnostic control): 31.48%
Blocker-prone seat share (topology component): 73.61%
Aisle-assignment balance: 94.44%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 799
Passengers seated: 216/216
Average waiting ticks: 351.06
Longest waiting passenger: P90->5C(LEFT)
Longest waiting ticks: 749

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 31
Regions dissolved: 2
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 12
Seat events: 114
Single-blocker events: 32
Multiple-blocker events: 9
Temporary aisle reoccupations: 52

RIGHT AISLE
-----------
Total moves: 1517
Maximum occupied tiles: 11
Seat events: 102
Single-blocker events: 19
Multiple-blocker events: 9
Temporary aisle reoccupations: 38

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 121
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3653
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4671
Total stationary ticks: 78797
Seat-event requests: 225
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 229\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 02 | standardDataset=216/216 (100.00%) | windowDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | windowWorse=false | standardFamily=COMPLETE_CABIN | windowFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:30
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 3
Scenario seed: 3757159740356003327

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.65%
Blocker-prone seat share (topology component): 60.53%
Aisle-assignment balance: 98.83%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1266
Passengers seated: 342/342
Average waiting ticks: 588.90
Longest waiting passenger: P156->23B(LEFT)
Longest waiting ticks: 1212

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3072
Maximum occupied tiles: 14
Seat events: 173
Single-blocker events: 56
Multiple-blocker events: 25
Temporary aisle reoccupations: 111

RIGHT AISLE
-----------
Total moves: 2968
Maximum occupied tiles: 12
Seat events: 169
Single-blocker events: 49
Multiple-blocker events: 22
Temporary aisle reoccupations: 96

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 147
Reservations granted: 143
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6815
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8177
Total stationary ticks: 206919
Seat-event requests: 351
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 758
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 758
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 355\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:30
Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 3
Scenario seed: 3757159740356003327

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Row-zone concentration (diagnostic control): 28.65%
Blocker-prone seat share (topology component): 60.53%
Aisle-assignment balance: 98.83%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1266
Passengers seated: 342/342
Average waiting ticks: 588.90
Longest waiting passenger: P156->23B(LEFT)
Longest waiting ticks: 1212

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3072
Maximum occupied tiles: 14
Seat events: 173
Single-blocker events: 56
Multiple-blocker events: 25
Temporary aisle reoccupations: 111

RIGHT AISLE
-----------
Total moves: 2968
Maximum occupied tiles: 12
Seat events: 169
Single-blocker events: 49
Multiple-blocker events: 22
Temporary aisle reoccupations: 96

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 147
Reservations granted: 143
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6815
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8177
Total stationary ticks: 206919
Seat-event requests: 351
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 758
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 758
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 355\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 03 | standardDataset=342/342 (100.00%) | windowDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | windowWorse=false | standardFamily=COMPLETE_CABIN | windowFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:30
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 4
Scenario seed: 4505242574357131631

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.49%
Aisle-assignment balance: 91.18%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2255
Passengers seated: 200/204
Average waiting ticks: 339.50
Longest waiting passenger: P88->29C(RIGHT)
Longest waiting ticks: 2194

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1498
Regions dissolved: 0
Repeated reconstructions avoided: 1498
Largest region lifetime: 1499
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1499:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1496
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1348
Maximum occupied tiles: 11
Seat events: 93
Single-blocker events: 18
Multiple-blocker events: 4
Temporary aisle reoccupations: 26

RIGHT AISLE
-----------
Total moves: 1644
Maximum occupied tiles: 13
Seat events: 107
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1613
Reservations granted: 1609
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 4973
Longest unresolved passenger ID: 201
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P147(28E/RIGHT) -> P139(29G/RIGHT) -> P201(30D/RIGHT) -> P88(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 147
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 11024
Total stationary ticks: 77119
Seat-event requests: 1709
Failed seat-event starts: 1509

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 88
Critical blocker identity: P88->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 4
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P88(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P201(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P139(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P147(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 4
Rear-boundary failures: 1505
Middle-bank reservation failures: 4
Active-event deferrals: 595
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1714\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:30
Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 4
Scenario seed: 4505242574357131631

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.49%
Aisle-assignment balance: 91.18%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2255
Passengers seated: 200/204
Average waiting ticks: 339.50
Longest waiting passenger: P88->29C(RIGHT)
Longest waiting ticks: 2194

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1498
Regions dissolved: 0
Repeated reconstructions avoided: 1498
Largest region lifetime: 1499
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1499:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1496
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1348
Maximum occupied tiles: 11
Seat events: 93
Single-blocker events: 18
Multiple-blocker events: 4
Temporary aisle reoccupations: 26

RIGHT AISLE
-----------
Total moves: 1644
Maximum occupied tiles: 13
Seat events: 107
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1613
Reservations granted: 1609
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 4973
Longest unresolved passenger ID: 201
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P147(28E/RIGHT) -> P139(29G/RIGHT) -> P201(30D/RIGHT) -> P88(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 147
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 11024
Total stationary ticks: 77119
Seat-event requests: 1709
Failed seat-event starts: 1509

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 88
Critical blocker identity: P88->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 4
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P88(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P201(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P139(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P147(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 4
Rear-boundary failures: 1505
Middle-bank reservation failures: 4
Active-event deferrals: 595
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1714\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 04 | standardDataset=200/204 (98.04%) | windowDataset=200/204 (98.04%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | windowWorse=false | standardFamily=REAR_BOUNDARY_LOCK | windowFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:30
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 5
Scenario seed: -6826745434564669881

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 870
Passengers seated: 235/235
Average waiting ticks: 386.29
Longest waiting passenger: P138->20E(RIGHT)
Longest waiting ticks: 843

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1722
Maximum occupied tiles: 12
Seat events: 113
Single-blocker events: 30
Multiple-blocker events: 8
Temporary aisle reoccupations: 48

RIGHT AISLE
-----------
Total moves: 1667
Maximum occupied tiles: 10
Seat events: 122
Single-blocker events: 34
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4517
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5593
Total stationary ticks: 94540
Seat-event requests: 245
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 566
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 566
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:30
Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 5
Scenario seed: -6826745434564669881

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 870
Passengers seated: 235/235
Average waiting ticks: 386.29
Longest waiting passenger: P138->20E(RIGHT)
Longest waiting ticks: 843

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1722
Maximum occupied tiles: 12
Seat events: 113
Single-blocker events: 30
Multiple-blocker events: 8
Temporary aisle reoccupations: 48

RIGHT AISLE
-----------
Total moves: 1667
Maximum occupied tiles: 10
Seat events: 122
Single-blocker events: 34
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4517
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5593
Total stationary ticks: 94540
Seat-event requests: 245
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 566
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 566
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 05 | standardDataset=235/235 (100.00%) | windowDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | windowWorse=false | standardFamily=COMPLETE_CABIN | windowFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:30
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 6
Scenario seed: 2513822240434754174

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.82%
Blocker-prone seat share (topology component): 77.94%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 731
Passengers seated: 204/204
Average waiting ticks: 331.67
Longest waiting passenger: P8->20F(RIGHT)
Longest waiting ticks: 685

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1499
Maximum occupied tiles: 14
Seat events: 102
Single-blocker events: 24
Multiple-blocker events: 8
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1479
Maximum occupied tiles: 12
Seat events: 102
Single-blocker events: 30
Multiple-blocker events: 6
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3601
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4643
Total stationary ticks: 70621
Seat-event requests: 210
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 585
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 585
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 210\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:30
Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 6
Scenario seed: 2513822240434754174

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Row-zone concentration (diagnostic control): 33.82%
Blocker-prone seat share (topology component): 77.94%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 731
Passengers seated: 204/204
Average waiting ticks: 331.67
Longest waiting passenger: P8->20F(RIGHT)
Longest waiting ticks: 685

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1499
Maximum occupied tiles: 14
Seat events: 102
Single-blocker events: 24
Multiple-blocker events: 8
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1479
Maximum occupied tiles: 12
Seat events: 102
Single-blocker events: 30
Multiple-blocker events: 6
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3601
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4643
Total stationary ticks: 70621
Seat-event requests: 210
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 585
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 585
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 210\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 06 | standardDataset=204/204 (100.00%) | windowDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | windowWorse=false | standardFamily=COMPLETE_CABIN | windowFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:30
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 7
Scenario seed: -4676738862831661214

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.80%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 98.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 772
Passengers seated: 216/216
Average waiting ticks: 349.32
Longest waiting passenger: P213->4C(LEFT)
Longest waiting ticks: 721

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 24
Regions dissolved: 2
Repeated reconstructions avoided: 24
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1563
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 21
Multiple-blocker events: 10
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1500
Maximum occupied tiles: 12
Seat events: 106
Single-blocker events: 24
Multiple-blocker events: 10
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 119
Reservations granted: 119
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3938
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5006
Total stationary ticks: 78770
Seat-event requests: 227
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 538
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 538
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 227\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:30
Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 7
Scenario seed: -4676738862831661214

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Row-zone concentration (diagnostic control): 33.80%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 98.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 772
Passengers seated: 216/216
Average waiting ticks: 349.32
Longest waiting passenger: P213->4C(LEFT)
Longest waiting ticks: 721

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 24
Regions dissolved: 2
Repeated reconstructions avoided: 24
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1563
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 21
Multiple-blocker events: 10
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1500
Maximum occupied tiles: 12
Seat events: 106
Single-blocker events: 24
Multiple-blocker events: 10
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 119
Reservations granted: 119
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3938
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5006
Total stationary ticks: 78770
Seat-event requests: 227
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 538
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 538
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 227\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 07 | standardDataset=216/216 (100.00%) | windowDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | windowWorse=false | standardFamily=COMPLETE_CABIN | windowFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:30
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 8
Scenario seed: 2451708163553084058

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.05%
Blocker-prone seat share (topology component): 64.86%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 943
Passengers seated: 259/259
Average waiting ticks: 421.84
Longest waiting passenger: P256->9F(LEFT)
Longest waiting ticks: 901

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles10-13:occupied=3:anchor=P12:selected=P71:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2017
Maximum occupied tiles: 12
Seat events: 135
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1933
Maximum occupied tiles: 14
Seat events: 124
Single-blocker events: 35
Multiple-blocker events: 9
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 90
Reservations granted: 90
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5174
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6489
Total stationary ticks: 113674
Seat-event requests: 273
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 652
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 652
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 272\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:30
Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 8
Scenario seed: 2451708163553084058

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Row-zone concentration (diagnostic control): 32.05%
Blocker-prone seat share (topology component): 64.86%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 943
Passengers seated: 259/259
Average waiting ticks: 421.84
Longest waiting passenger: P256->9F(LEFT)
Longest waiting ticks: 901

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles10-13:occupied=3:anchor=P12:selected=P71:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2017
Maximum occupied tiles: 12
Seat events: 135
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1933
Maximum occupied tiles: 14
Seat events: 124
Single-blocker events: 35
Multiple-blocker events: 9
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 90
Reservations granted: 90
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5174
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6489
Total stationary ticks: 113674
Seat-event requests: 273
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 652
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 652
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 272\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 08 | standardDataset=259/259 (100.00%) | windowDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | windowWorse=false | standardFamily=COMPLETE_CABIN | windowFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:30
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 9
Scenario seed: 7260830704529197968

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 35.42%
Blocker-prone seat share (topology component): 75.52%
Aisle-assignment balance: 89.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 754
Passengers seated: 192/192
Average waiting ticks: 315.99
Longest waiting passenger: P145->3H(RIGHT)
Longest waiting ticks: 702

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P60:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1277
Maximum occupied tiles: 12
Seat events: 86
Single-blocker events: 13
Multiple-blocker events: 6
Temporary aisle reoccupations: 26

RIGHT AISLE
-----------
Total moves: 1496
Maximum occupied tiles: 11
Seat events: 106
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 105
Reservations granted: 102
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3411
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4220
Total stationary ticks: 63467
Seat-event requests: 203
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 413
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 413
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 205\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:30
Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 9
Scenario seed: 7260830704529197968

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Row-zone concentration (diagnostic control): 35.42%
Blocker-prone seat share (topology component): 75.52%
Aisle-assignment balance: 89.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 754
Passengers seated: 192/192
Average waiting ticks: 315.99
Longest waiting passenger: P145->3H(RIGHT)
Longest waiting ticks: 702

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P60:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1277
Maximum occupied tiles: 12
Seat events: 86
Single-blocker events: 13
Multiple-blocker events: 6
Temporary aisle reoccupations: 26

RIGHT AISLE
-----------
Total moves: 1496
Maximum occupied tiles: 11
Seat events: 106
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 105
Reservations granted: 102
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3411
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4220
Total stationary ticks: 63467
Seat-event requests: 203
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 413
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 413
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 205\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 09 | standardDataset=192/192 (100.00%) | windowDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | windowWorse=false | standardFamily=COMPLETE_CABIN | windowFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:30
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 10
Scenario seed: -447105676847956095

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.36%
Blocker-prone seat share (topology component): 59.65%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1251
Passengers seated: 342/342
Average waiting ticks: 564.00
Longest waiting passenger: P179->11J(RIGHT)
Longest waiting ticks: 1169

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 5
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: RIGHT:tiles10-14:occupied=4:anchor=P314:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 91
Regions dissolved: 4
Repeated reconstructions avoided: 91
Largest region lifetime: 46
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=46
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 4
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2926
Maximum occupied tiles: 12
Seat events: 165
Single-blocker events: 39
Multiple-blocker events: 30
Temporary aisle reoccupations: 103

RIGHT AISLE
-----------
Total moves: 3031
Maximum occupied tiles: 15
Seat events: 177
Single-blocker events: 40
Multiple-blocker events: 31
Temporary aisle reoccupations: 107

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 163
Reservations granted: 162
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7775
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9654
Total stationary ticks: 199662
Seat-event requests: 376
Failed seat-event starts: 34

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 889
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 34
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 889
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 10\nOccupied-space rejections: 41\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:30
Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 10
Scenario seed: -447105676847956095

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Row-zone concentration (diagnostic control): 28.36%
Blocker-prone seat share (topology component): 59.65%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1251
Passengers seated: 342/342
Average waiting ticks: 564.00
Longest waiting passenger: P179->11J(RIGHT)
Longest waiting ticks: 1169

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 5
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: RIGHT:tiles10-14:occupied=4:anchor=P314:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 91
Regions dissolved: 4
Repeated reconstructions avoided: 91
Largest region lifetime: 46
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=46
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 4
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2926
Maximum occupied tiles: 12
Seat events: 165
Single-blocker events: 39
Multiple-blocker events: 30
Temporary aisle reoccupations: 103

RIGHT AISLE
-----------
Total moves: 3031
Maximum occupied tiles: 15
Seat events: 177
Single-blocker events: 40
Multiple-blocker events: 31
Temporary aisle reoccupations: 107

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 163
Reservations granted: 162
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7775
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9654
Total stationary ticks: 199662
Seat-event requests: 376
Failed seat-event starts: 34

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 889
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 34
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 889
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 10\nOccupied-space rejections: 41\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 10 | standardDataset=342/342 (100.00%) | windowDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | windowWorse=false | standardFamily=COMPLETE_CABIN | windowFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:30
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 11
Scenario seed: 3638877016897499986

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 29.57%
Blocker-prone seat share (topology component): 66.96%
Aisle-assignment balance: 99.13%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 804
Passengers seated: 230/230
Average waiting ticks: 370.66
Longest waiting passenger: P111->9B(LEFT)
Longest waiting ticks: 763

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1700
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 28
Multiple-blocker events: 8
Temporary aisle reoccupations: 44

RIGHT AISLE
-----------
Total moves: 1814
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 38
Multiple-blocker events: 7
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 78
Reservations granted: 78
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4669
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5600
Total stationary ticks: 89203
Seat-event requests: 235
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 461
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 461
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 235\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:30
Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 11
Scenario seed: 3638877016897499986

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Row-zone concentration (diagnostic control): 29.57%
Blocker-prone seat share (topology component): 66.96%
Aisle-assignment balance: 99.13%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 804
Passengers seated: 230/230
Average waiting ticks: 370.66
Longest waiting passenger: P111->9B(LEFT)
Longest waiting ticks: 763

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1700
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 28
Multiple-blocker events: 8
Temporary aisle reoccupations: 44

RIGHT AISLE
-----------
Total moves: 1814
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 38
Multiple-blocker events: 7
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 78
Reservations granted: 78
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4669
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5600
Total stationary ticks: 89203
Seat-event requests: 235
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 461
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 461
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 235\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 11 | standardDataset=230/230 (100.00%) | windowDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | windowWorse=false | standardFamily=COMPLETE_CABIN | windowFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:30
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 12
Scenario seed: -8976697486543855838

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 36.46%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 705
Passengers seated: 192/192
Average waiting ticks: 319.16
Longest waiting passenger: P84->11G(RIGHT)
Longest waiting ticks: 676

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: LEFT:tiles9-11:occupied=3:anchor=P136:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 40
Regions dissolved: 2
Repeated reconstructions avoided: 40
Largest region lifetime: 31
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=11
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1421
Maximum occupied tiles: 12
Seat events: 96
Single-blocker events: 23
Multiple-blocker events: 7
Temporary aisle reoccupations: 40

RIGHT AISLE
-----------
Total moves: 1396
Maximum occupied tiles: 11
Seat events: 96
Single-blocker events: 19
Multiple-blocker events: 6
Temporary aisle reoccupations: 31

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 100
Reservations granted: 100
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3355
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4022
Total stationary ticks: 63983
Seat-event requests: 201
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 348
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 348
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 199\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:30
Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 12
Scenario seed: -8976697486543855838

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Row-zone concentration (diagnostic control): 36.46%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 705
Passengers seated: 192/192
Average waiting ticks: 319.16
Longest waiting passenger: P84->11G(RIGHT)
Longest waiting ticks: 676

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: LEFT:tiles9-11:occupied=3:anchor=P136:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 40
Regions dissolved: 2
Repeated reconstructions avoided: 40
Largest region lifetime: 31
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=11
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1421
Maximum occupied tiles: 12
Seat events: 96
Single-blocker events: 23
Multiple-blocker events: 7
Temporary aisle reoccupations: 40

RIGHT AISLE
-----------
Total moves: 1396
Maximum occupied tiles: 11
Seat events: 96
Single-blocker events: 19
Multiple-blocker events: 6
Temporary aisle reoccupations: 31

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 100
Reservations granted: 100
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3355
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4022
Total stationary ticks: 63983
Seat-event requests: 201
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 348
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 348
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 199\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 12 | standardDataset=192/192 (100.00%) | windowDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | windowWorse=false | standardFamily=COMPLETE_CABIN | windowFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:30
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 13
Scenario seed: 1058713798284952297

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.12%
Blocker-prone seat share (topology component): 61.11%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1097
Passengers seated: 306/306
Average waiting ticks: 507.68
Longest waiting passenger: P240->4A(LEFT)
Longest waiting ticks: 1037

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2758
Maximum occupied tiles: 12
Seat events: 153
Single-blocker events: 44
Multiple-blocker events: 15
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 2622
Maximum occupied tiles: 14
Seat events: 153
Single-blocker events: 37
Multiple-blocker events: 23
Temporary aisle reoccupations: 87

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 132
Reservations granted: 132
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6586
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7836
Total stationary ticks: 160799
Seat-event requests: 318
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 715
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 715
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 318\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:30
Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 13
Scenario seed: 1058713798284952297

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Row-zone concentration (diagnostic control): 27.12%
Blocker-prone seat share (topology component): 61.11%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1097
Passengers seated: 306/306
Average waiting ticks: 507.68
Longest waiting passenger: P240->4A(LEFT)
Longest waiting ticks: 1037

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2758
Maximum occupied tiles: 12
Seat events: 153
Single-blocker events: 44
Multiple-blocker events: 15
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 2622
Maximum occupied tiles: 14
Seat events: 153
Single-blocker events: 37
Multiple-blocker events: 23
Temporary aisle reoccupations: 87

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 132
Reservations granted: 132
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6586
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7836
Total stationary ticks: 160799
Seat-event requests: 318
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 715
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 715
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 318\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 13 | standardDataset=306/306 (100.00%) | windowDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | windowWorse=false | standardFamily=COMPLETE_CABIN | windowFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:30
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 14
Scenario seed: -2382699513390452918

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 824
Passengers seated: 235/235
Average waiting ticks: 380.83
Longest waiting passenger: P179->6D(RIGHT)
Longest waiting ticks: 806

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 7
Selected release potential total: 6
Last cluster decision: LEFT:tiles9-14:occupied=6:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 31
Regions dissolved: 1
Repeated reconstructions avoided: 31
Largest region lifetime: 32
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=32
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1734
Maximum occupied tiles: 13
Seat events: 116
Single-blocker events: 33
Multiple-blocker events: 9
Temporary aisle reoccupations: 53

RIGHT AISLE
-----------
Total moves: 1702
Maximum occupied tiles: 14
Seat events: 119
Single-blocker events: 32
Multiple-blocker events: 13
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 130
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4717
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5966
Total stationary ticks: 93608
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 576
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 576
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:30
Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 14
Scenario seed: -2382699513390452918

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 824
Passengers seated: 235/235
Average waiting ticks: 380.83
Longest waiting passenger: P179->6D(RIGHT)
Longest waiting ticks: 806

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 7
Selected release potential total: 6
Last cluster decision: LEFT:tiles9-14:occupied=6:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 31
Regions dissolved: 1
Repeated reconstructions avoided: 31
Largest region lifetime: 32
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=32
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1734
Maximum occupied tiles: 13
Seat events: 116
Single-blocker events: 33
Multiple-blocker events: 9
Temporary aisle reoccupations: 53

RIGHT AISLE
-----------
Total moves: 1702
Maximum occupied tiles: 14
Seat events: 119
Single-blocker events: 32
Multiple-blocker events: 13
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 130
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4717
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5966
Total stationary ticks: 93608
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 576
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 576
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 14 | standardDataset=235/235 (100.00%) | windowDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | windowWorse=false | standardFamily=COMPLETE_CABIN | windowFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:30
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 15
Scenario seed: 7910158282638001386

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.66%
Blocker-prone seat share (topology component): 66.41%
Aisle-assignment balance: 94.98%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 956
Passengers seated: 259/259
Average waiting ticks: 429.30
Longest waiting passenger: P57->12B(LEFT)
Longest waiting ticks: 922

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2045
Maximum occupied tiles: 13
Seat events: 136
Single-blocker events: 37
Multiple-blocker events: 14
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 1932
Maximum occupied tiles: 12
Seat events: 123
Single-blocker events: 32
Multiple-blocker events: 10
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 88
Reservations granted: 86
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5119
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6204
Total stationary ticks: 115474
Seat-event requests: 266
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 268\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:30
Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 15
Scenario seed: 7910158282638001386

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Row-zone concentration (diagnostic control): 31.66%
Blocker-prone seat share (topology component): 66.41%
Aisle-assignment balance: 94.98%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 956
Passengers seated: 259/259
Average waiting ticks: 429.30
Longest waiting passenger: P57->12B(LEFT)
Longest waiting ticks: 922

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2045
Maximum occupied tiles: 13
Seat events: 136
Single-blocker events: 37
Multiple-blocker events: 14
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 1932
Maximum occupied tiles: 12
Seat events: 123
Single-blocker events: 32
Multiple-blocker events: 10
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 88
Reservations granted: 86
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5119
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6204
Total stationary ticks: 115474
Seat-event requests: 266
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 268\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 15 | standardDataset=259/259 (100.00%) | windowDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | windowWorse=false | standardFamily=COMPLETE_CABIN | windowFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:30
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 16
Scenario seed: 7835976452476775241

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.04%
Blocker-prone seat share (topology component): 66.52%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 837
Passengers seated: 230/230
Average waiting ticks: 384.82
Longest waiting passenger: P49->16A(LEFT)
Longest waiting ticks: 780

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles16-18:occupied=3:anchor=P49:selected=P151:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1782
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 28
Multiple-blocker events: 8
Temporary aisle reoccupations: 44

RIGHT AISLE
-----------
Total moves: 1724
Maximum occupied tiles: 10
Seat events: 115
Single-blocker events: 33
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 79
Reservations granted: 79
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4064
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4973
Total stationary ticks: 91828
Seat-event requests: 239
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 468
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 468
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:30
Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 16
Scenario seed: 7835976452476775241

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Row-zone concentration (diagnostic control): 33.04%
Blocker-prone seat share (topology component): 66.52%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 837
Passengers seated: 230/230
Average waiting ticks: 384.82
Longest waiting passenger: P49->16A(LEFT)
Longest waiting ticks: 780

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles16-18:occupied=3:anchor=P49:selected=P151:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1782
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 28
Multiple-blocker events: 8
Temporary aisle reoccupations: 44

RIGHT AISLE
-----------
Total moves: 1724
Maximum occupied tiles: 10
Seat events: 115
Single-blocker events: 33
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 79
Reservations granted: 79
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4064
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4973
Total stationary ticks: 91828
Seat-event requests: 239
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 468
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 468
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 16 | standardDataset=230/230 (100.00%) | windowDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | windowWorse=false | standardFamily=COMPLETE_CABIN | windowFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:31
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 17
Scenario seed: -5603982636816805098

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 74.12%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2329
Passengers seated: 226/228
Average waiting ticks: 384.43
Longest waiting passenger: P22->29F(LEFT)
Longest waiting ticks: 2256

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 24
Regions dissolved: 2
Repeated reconstructions avoided: 24
Largest region lifetime: 17
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=17
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1590
Maximum occupied tiles: 12
Seat events: 116
Single-blocker events: 23
Multiple-blocker events: 10
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1694
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1648
Reservations granted: 1639
Reservations denied/waited: 9
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3986
Longest unresolved passenger ID: 47
Longest unresolved row: 29
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P47(29B/LEFT) -> P22(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 47
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8174
Total stationary ticks: 92549
Seat-event requests: 1757
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 22
Critical blocker identity: P22->29F(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P22(29F/LEFT/WAITING_FOR_SEAT_EVENT)
  P47(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1519
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 30|31|32
Critical blocker unavailable yield tiles: 31|32
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 12
Rear-boundary failures: 1519
Middle-bank reservation failures: 9
Active-event deferrals: 553
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 30|31|32
Current unavailable yield tiles: 31|32
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:31
Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 17
Scenario seed: -5603982636816805098

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 74.12%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2329
Passengers seated: 226/228
Average waiting ticks: 384.43
Longest waiting passenger: P22->29F(LEFT)
Longest waiting ticks: 2256

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 24
Regions dissolved: 2
Repeated reconstructions avoided: 24
Largest region lifetime: 17
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=17
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1590
Maximum occupied tiles: 12
Seat events: 116
Single-blocker events: 23
Multiple-blocker events: 10
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1694
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1648
Reservations granted: 1639
Reservations denied/waited: 9
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3986
Longest unresolved passenger ID: 47
Longest unresolved row: 29
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P47(29B/LEFT) -> P22(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 47
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8174
Total stationary ticks: 92549
Seat-event requests: 1757
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 22
Critical blocker identity: P22->29F(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P22(29F/LEFT/WAITING_FOR_SEAT_EVENT)
  P47(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1519
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 30|31|32
Critical blocker unavailable yield tiles: 31|32
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 12
Rear-boundary failures: 1519
Middle-bank reservation failures: 9
Active-event deferrals: 553
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 30|31|32
Current unavailable yield tiles: 31|32
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 17 | standardDataset=226/228 (99.12%) | windowDataset=226/228 (99.12%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | windowWorse=false | standardFamily=REAR_BOUNDARY_LOCK | windowFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:31
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 18
Scenario seed: -29016899169270240

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1018
Passengers seated: 282/282
Average waiting ticks: 460.86
Longest waiting passenger: P39->31A(LEFT)
Longest waiting ticks: 950

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2171
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 41
Multiple-blocker events: 12
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 2188
Maximum occupied tiles: 11
Seat events: 138
Single-blocker events: 39
Multiple-blocker events: 20
Temporary aisle reoccupations: 79

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 101
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5629
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7092
Total stationary ticks: 134758
Seat-event requests: 293
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 749
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 749
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:31
Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 18
Scenario seed: -29016899169270240

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1018
Passengers seated: 282/282
Average waiting ticks: 460.86
Longest waiting passenger: P39->31A(LEFT)
Longest waiting ticks: 950

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2171
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 41
Multiple-blocker events: 12
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 2188
Maximum occupied tiles: 11
Seat events: 138
Single-blocker events: 39
Multiple-blocker events: 20
Temporary aisle reoccupations: 79

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 101
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5629
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7092
Total stationary ticks: 134758
Seat-event requests: 293
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 749
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 749
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 18 | standardDataset=282/282 (100.00%) | windowDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | windowWorse=false | standardFamily=COMPLETE_CABIN | windowFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:31
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 19
Scenario seed: -1022932693840430131

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.20%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1270
Passengers seated: 353/353
Average waiting ticks: 595.20
Longest waiting passenger: P228->31D(RIGHT)
Longest waiting ticks: 1217

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 5
Clusters detected: 5
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:region=R5:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 5
Region updates: 107
Regions dissolved: 5
Repeated reconstructions avoided: 107
Largest region lifetime: 32
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R5:lifetime=8
Confirmation deferral ticks: 7
Regions reaching confirmation: 2
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3031
Maximum occupied tiles: 15
Seat events: 176
Single-blocker events: 50
Multiple-blocker events: 27
Temporary aisle reoccupations: 110

RIGHT AISLE
-----------
Total moves: 3177
Maximum occupied tiles: 13
Seat events: 177
Single-blocker events: 51
Multiple-blocker events: 34
Temporary aisle reoccupations: 129

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 160
Reservations granted: 158
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7492
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9457
Total stationary ticks: 216460
Seat-event requests: 384
Failed seat-event starts: 31

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 994
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 31
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 994
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 11\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:31
Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 19
Scenario seed: -1022932693840430131

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Row-zone concentration (diagnostic control): 27.20%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1270
Passengers seated: 353/353
Average waiting ticks: 595.20
Longest waiting passenger: P228->31D(RIGHT)
Longest waiting ticks: 1217

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 5
Clusters detected: 5
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:region=R5:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 5
Region updates: 107
Regions dissolved: 5
Repeated reconstructions avoided: 107
Largest region lifetime: 32
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R5:lifetime=8
Confirmation deferral ticks: 7
Regions reaching confirmation: 2
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3031
Maximum occupied tiles: 15
Seat events: 176
Single-blocker events: 50
Multiple-blocker events: 27
Temporary aisle reoccupations: 110

RIGHT AISLE
-----------
Total moves: 3177
Maximum occupied tiles: 13
Seat events: 177
Single-blocker events: 51
Multiple-blocker events: 34
Temporary aisle reoccupations: 129

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 160
Reservations granted: 158
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7492
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9457
Total stationary ticks: 216460
Seat-event requests: 384
Failed seat-event starts: 31

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 994
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 31
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 994
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 11\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 19 | standardDataset=353/353 (100.00%) | windowDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=5 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | windowWorse=false | standardFamily=COMPLETE_CABIN | windowFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:31
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 20
Scenario seed: 7778104721219760133

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 65.69%
Aisle-assignment balance: 98.54%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 274/274
Average waiting ticks: 448.40
Longest waiting passenger: P182->28I(RIGHT)
Longest waiting ticks: 944

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 13
Seat events: 135
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 2076
Maximum occupied tiles: 12
Seat events: 139
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 92
Reservations granted: 92
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5548
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6972
Total stationary ticks: 127697
Seat-event requests: 284
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 677
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 677
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 284\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:31
Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 20
Scenario seed: 7778104721219760133

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 65.69%
Aisle-assignment balance: 98.54%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 274/274
Average waiting ticks: 448.40
Longest waiting passenger: P182->28I(RIGHT)
Longest waiting ticks: 944

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 13
Seat events: 135
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 2076
Maximum occupied tiles: 12
Seat events: 139
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 92
Reservations granted: 92
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5548
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6972
Total stationary ticks: 127697
Seat-event requests: 284
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 677
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 677
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 284\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 20 | standardDataset=274/274 (100.00%) | windowDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | windowWorse=false | standardFamily=COMPLETE_CABIN | windowFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:31
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 21
Scenario seed: -6050252773158139437

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.90%
Blocker-prone seat share (topology component): 75.52%
Aisle-assignment balance: 98.96%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 686
Passengers seated: 192/192
Average waiting ticks: 311.75
Longest waiting passenger: P131->5H(RIGHT)
Longest waiting ticks: 644

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1430
Maximum occupied tiles: 11
Seat events: 95
Single-blocker events: 26
Multiple-blocker events: 4
Temporary aisle reoccupations: 34

RIGHT AISLE
-----------
Total moves: 1368
Maximum occupied tiles: 11
Seat events: 97
Single-blocker events: 22
Multiple-blocker events: 5
Temporary aisle reoccupations: 32

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3532
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4379
Total stationary ticks: 62831
Seat-event requests: 195
Failed seat-event starts: 3

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 442
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 3
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 442
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 195\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:31
Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 21
Scenario seed: -6050252773158139437

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Row-zone concentration (diagnostic control): 34.90%
Blocker-prone seat share (topology component): 75.52%
Aisle-assignment balance: 98.96%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 686
Passengers seated: 192/192
Average waiting ticks: 311.75
Longest waiting passenger: P131->5H(RIGHT)
Longest waiting ticks: 644

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1430
Maximum occupied tiles: 11
Seat events: 95
Single-blocker events: 26
Multiple-blocker events: 4
Temporary aisle reoccupations: 34

RIGHT AISLE
-----------
Total moves: 1368
Maximum occupied tiles: 11
Seat events: 97
Single-blocker events: 22
Multiple-blocker events: 5
Temporary aisle reoccupations: 32

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3532
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4379
Total stationary ticks: 62831
Seat-event requests: 195
Failed seat-event starts: 3

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 442
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 3
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 442
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 195\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 21 | standardDataset=192/192 (100.00%) | windowDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | windowWorse=false | standardFamily=COMPLETE_CABIN | windowFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:31
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 22
Scenario seed: -7549248447377455043

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.43%
Blocker-prone seat share (topology component): 60.46%
Aisle-assignment balance: 98.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1115
Passengers seated: 306/306
Average waiting ticks: 511.00
Longest waiting passenger: P126->23H(RIGHT)
Longest waiting ticks: 1059

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles22-26:occupied=4:anchor=P169:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 16
Regions dissolved: 1
Repeated reconstructions avoided: 16
Largest region lifetime: 17
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=17
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2720
Maximum occupied tiles: 13
Seat events: 150
Single-blocker events: 49
Multiple-blocker events: 12
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 2575
Maximum occupied tiles: 12
Seat events: 156
Single-blocker events: 35
Multiple-blocker events: 19
Temporary aisle reoccupations: 77

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 128
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6519
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8050
Total stationary ticks: 161843
Seat-event requests: 321
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 882
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 882
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 320\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:31
Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 22
Scenario seed: -7549248447377455043

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Row-zone concentration (diagnostic control): 28.43%
Blocker-prone seat share (topology component): 60.46%
Aisle-assignment balance: 98.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1115
Passengers seated: 306/306
Average waiting ticks: 511.00
Longest waiting passenger: P126->23H(RIGHT)
Longest waiting ticks: 1059

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles22-26:occupied=4:anchor=P169:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 16
Regions dissolved: 1
Repeated reconstructions avoided: 16
Largest region lifetime: 17
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=17
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2720
Maximum occupied tiles: 13
Seat events: 150
Single-blocker events: 49
Multiple-blocker events: 12
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 2575
Maximum occupied tiles: 12
Seat events: 156
Single-blocker events: 35
Multiple-blocker events: 19
Temporary aisle reoccupations: 77

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 128
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6519
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8050
Total stationary ticks: 161843
Seat-event requests: 321
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 882
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 882
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 320\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 22 | standardDataset=306/306 (100.00%) | windowDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | windowWorse=false | standardFamily=COMPLETE_CABIN | windowFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:31
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 23
Scenario seed: 4519082988640820556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 75.44%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 825
Passengers seated: 228/228
Average waiting ticks: 367.85
Longest waiting passenger: P154->11C(RIGHT)
Longest waiting ticks: 787

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1559
Maximum occupied tiles: 14
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 14
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 1754
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 29
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 123
Reservations granted: 123
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4498
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5596
Total stationary ticks: 87691
Seat-event requests: 238
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 544
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 544
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:31
Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 23
Scenario seed: 4519082988640820556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 75.44%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 825
Passengers seated: 228/228
Average waiting ticks: 367.85
Longest waiting passenger: P154->11C(RIGHT)
Longest waiting ticks: 787

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1559
Maximum occupied tiles: 14
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 14
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 1754
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 29
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 123
Reservations granted: 123
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4498
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5596
Total stationary ticks: 87691
Seat-event requests: 238
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 544
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 544
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 23 | standardDataset=228/228 (100.00%) | windowDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | windowWorse=false | standardFamily=COMPLETE_CABIN | windowFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:31
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 24
Scenario seed: 4297087376607226005

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 66.79%
Aisle-assignment balance: 99.27%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 970
Passengers seated: 274/274
Average waiting ticks: 452.86
Longest waiting passenger: P54->10G(RIGHT)
Longest waiting ticks: 925

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:tiles23-26:occupied=4:anchor=P246:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 22
Regions dissolved: 1
Repeated reconstructions avoided: 22
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=23
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2167
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 39
Multiple-blocker events: 14
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2041
Maximum occupied tiles: 12
Seat events: 136
Single-blocker events: 37
Multiple-blocker events: 11
Temporary aisle reoccupations: 59

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 93
Reservations granted: 93
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5016
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6316
Total stationary ticks: 128215
Seat-event requests: 287
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 710
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 710
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 286\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:31
Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 24
Scenario seed: 4297087376607226005

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 66.79%
Aisle-assignment balance: 99.27%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 970
Passengers seated: 274/274
Average waiting ticks: 452.86
Longest waiting passenger: P54->10G(RIGHT)
Longest waiting ticks: 925

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:tiles23-26:occupied=4:anchor=P246:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 22
Regions dissolved: 1
Repeated reconstructions avoided: 22
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=23
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2167
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 39
Multiple-blocker events: 14
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2041
Maximum occupied tiles: 12
Seat events: 136
Single-blocker events: 37
Multiple-blocker events: 11
Temporary aisle reoccupations: 59

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 93
Reservations granted: 93
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5016
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6316
Total stationary ticks: 128215
Seat-event requests: 287
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 710
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 710
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 286\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 24 | standardDataset=274/274 (100.00%) | windowDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | windowWorse=false | standardFamily=COMPLETE_CABIN | windowFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:31
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 25
Scenario seed: -1618752062860107760

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.39%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 90.20%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 797
Passengers seated: 204/204
Average waiting ticks: 336.86
Longest waiting passenger: P145->11G(RIGHT)
Longest waiting ticks: 754

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 7
Regions dissolved: 1
Repeated reconstructions avoided: 7
Largest region lifetime: 8
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=8
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1366
Maximum occupied tiles: 11
Seat events: 92
Single-blocker events: 18
Multiple-blocker events: 3
Temporary aisle reoccupations: 24

RIGHT AISLE
-----------
Total moves: 1550
Maximum occupied tiles: 14
Seat events: 112
Single-blocker events: 34
Multiple-blocker events: 14
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 110
Reservations granted: 108
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3670
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4541
Total stationary ticks: 71737
Seat-event requests: 212
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 442
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 442
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 214\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:31
Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 25
Scenario seed: -1618752062860107760

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Row-zone concentration (diagnostic control): 30.39%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 90.20%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 797
Passengers seated: 204/204
Average waiting ticks: 336.86
Longest waiting passenger: P145->11G(RIGHT)
Longest waiting ticks: 754

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 7
Regions dissolved: 1
Repeated reconstructions avoided: 7
Largest region lifetime: 8
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=8
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1366
Maximum occupied tiles: 11
Seat events: 92
Single-blocker events: 18
Multiple-blocker events: 3
Temporary aisle reoccupations: 24

RIGHT AISLE
-----------
Total moves: 1550
Maximum occupied tiles: 14
Seat events: 112
Single-blocker events: 34
Multiple-blocker events: 14
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 110
Reservations granted: 108
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3670
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4541
Total stationary ticks: 71737
Seat-event requests: 212
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 442
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 442
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 214\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 25 | standardDataset=204/204 (100.00%) | windowDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | windowWorse=false | standardFamily=COMPLETE_CABIN | windowFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:31
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 26
Scenario seed: 7637717698422060553

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 59.36%
Aisle-assignment balance: 94.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1276
Passengers seated: 342/342
Average waiting ticks: 566.26
Longest waiting passenger: P248->26A(LEFT)
Longest waiting ticks: 1229

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 4
Largest detected cluster: 4
Selected release potential total: 5
Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 48
Regions dissolved: 3
Repeated reconstructions avoided: 48
Largest region lifetime: 31
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=31
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3173
Maximum occupied tiles: 15
Seat events: 181
Single-blocker events: 46
Multiple-blocker events: 25
Temporary aisle reoccupations: 103

RIGHT AISLE
-----------
Total moves: 2795
Maximum occupied tiles: 13
Seat events: 161
Single-blocker events: 49
Multiple-blocker events: 23
Temporary aisle reoccupations: 98

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 161
Reservations granted: 161
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7578
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9483
Total stationary ticks: 200246
Seat-event requests: 371
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 924
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 924
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 369\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:31
Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 26
Scenario seed: 7637717698422060553

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 59.36%
Aisle-assignment balance: 94.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1276
Passengers seated: 342/342
Average waiting ticks: 566.26
Longest waiting passenger: P248->26A(LEFT)
Longest waiting ticks: 1229

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 4
Largest detected cluster: 4
Selected release potential total: 5
Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 48
Regions dissolved: 3
Repeated reconstructions avoided: 48
Largest region lifetime: 31
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=31
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3173
Maximum occupied tiles: 15
Seat events: 181
Single-blocker events: 46
Multiple-blocker events: 25
Temporary aisle reoccupations: 103

RIGHT AISLE
-----------
Total moves: 2795
Maximum occupied tiles: 13
Seat events: 161
Single-blocker events: 49
Multiple-blocker events: 23
Temporary aisle reoccupations: 98

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 161
Reservations granted: 161
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7578
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9483
Total stationary ticks: 200246
Seat-event requests: 371
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 924
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 924
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 369\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 26 | standardDataset=342/342 (100.00%) | windowDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=4 | convertedToSuccess=false | windowWorse=false | standardFamily=COMPLETE_CABIN | windowFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:31
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 27
Scenario seed: 7038436515696686281

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.46%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 784
Passengers seated: 216/216
Average waiting ticks: 348.83
Longest waiting passenger: P24->8D(LEFT)
Longest waiting ticks: 747

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles11-13:occupied=3:anchor=P209:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 14
Seat events: 111
Single-blocker events: 29
Multiple-blocker events: 17
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 1464
Maximum occupied tiles: 11
Seat events: 105
Single-blocker events: 24
Multiple-blocker events: 8
Temporary aisle reoccupations: 42

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 123
Reservations granted: 120
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4157
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5218
Total stationary ticks: 78912
Seat-event requests: 228
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 475
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 475
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 230\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:31
Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 27
Scenario seed: 7038436515696686281

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.46%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 784
Passengers seated: 216/216
Average waiting ticks: 348.83
Longest waiting passenger: P24->8D(LEFT)
Longest waiting ticks: 747

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles11-13:occupied=3:anchor=P209:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 14
Seat events: 111
Single-blocker events: 29
Multiple-blocker events: 17
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 1464
Maximum occupied tiles: 11
Seat events: 105
Single-blocker events: 24
Multiple-blocker events: 8
Temporary aisle reoccupations: 42

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 123
Reservations granted: 120
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4157
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5218
Total stationary ticks: 78912
Seat-event requests: 228
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 475
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 475
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 230\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 27 | standardDataset=216/216 (100.00%) | windowDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | windowWorse=false | standardFamily=COMPLETE_CABIN | windowFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:31
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 28
Scenario seed: 3504961108606988885

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 66.06%
Aisle-assignment balance: 96.35%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 274/274
Average waiting ticks: 452.16
Longest waiting passenger: P162->5H(RIGHT)
Longest waiting ticks: 957

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles22-24:occupied=3:anchor=P175:selected=P83:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 15
Regions dissolved: 1
Repeated reconstructions avoided: 15
Largest region lifetime: 16
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=16
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2061
Maximum occupied tiles: 13
Seat events: 132
Single-blocker events: 31
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 2167
Maximum occupied tiles: 14
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 13
Temporary aisle reoccupations: 65

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 94
Reservations granted: 93
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5286
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6678
Total stationary ticks: 128384
Seat-event requests: 287
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 693
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 693
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 287\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:31
Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 28
Scenario seed: 3504961108606988885

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 66.06%
Aisle-assignment balance: 96.35%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 274/274
Average waiting ticks: 452.16
Longest waiting passenger: P162->5H(RIGHT)
Longest waiting ticks: 957

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles22-24:occupied=3:anchor=P175:selected=P83:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 15
Regions dissolved: 1
Repeated reconstructions avoided: 15
Largest region lifetime: 16
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=16
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2061
Maximum occupied tiles: 13
Seat events: 132
Single-blocker events: 31
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 2167
Maximum occupied tiles: 14
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 13
Temporary aisle reoccupations: 65

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 94
Reservations granted: 93
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5286
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6678
Total stationary ticks: 128384
Seat-event requests: 287
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 693
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 693
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 287\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 28 | standardDataset=274/274 (100.00%) | windowDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | windowWorse=false | standardFamily=COMPLETE_CABIN | windowFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:31
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 29
Scenario seed: 8058727884467314553

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 67.52%
Aisle-assignment balance: 95.62%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2418
Passengers seated: 258/274
Average waiting ticks: 468.27
Longest waiting passenger: P89->18D(RIGHT)
Longest waiting ticks: 2380

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 24
Cluster candidates evaluated: 47
Executable cluster candidates: 10
Rejected cluster candidates: 37
Cluster selections: 6
Cluster-selected events started: 6
Largest detected cluster: 16
Selected release potential total: 26
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1839
Regions dissolved: 2
Repeated reconstructions avoided: 1839
Largest region lifetime: 1771
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1771:occupied=16
Confirmation deferral ticks: 5
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1566
State changes reopening evaluation: 21
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2020
Maximum occupied tiles: 14
Seat events: 131
Single-blocker events: 43
Multiple-blocker events: 8
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 2227
Maximum occupied tiles: 22
Seat events: 127
Single-blocker events: 40
Multiple-blocker events: 10
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1630
Reservations granted: 1627
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 12
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 19602
Longest unresolved passenger ID: 90
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 9
Longest dependency chain: P137(25E/RIGHT) -> P94(27G/RIGHT) -> P190(24F/RIGHT) -> P24(25I/RIGHT) -> P88(28D/RIGHT) -> P102(27F/RIGHT) -> P87(31H/RIGHT) -> P184(31D/RIGHT) -> P20(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 137
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 12
Total blocked ticks: 32482
Total stationary ticks: 151925
Seat-event requests: 1882
Failed seat-event starts: 1624

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 20
Critical blocker identity: P20->28I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 8
Critical tree size including blocker: 9
Critical tree depth: 9
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 16
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 7
Critical blocker tree:
P20(28I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P184(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P87(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P102(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P88(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P24(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P190(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P94(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P137(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1605
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 29|30
Critical blocker yield-tile occupants: 13|153
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 3
Yield-tile occupied failures: 1605
Rear-boundary failures: 19
Middle-bank reservation failures: 3
Active-event deferrals: 1075
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 2
Yield-occupant trace: yieldOccupant[13]: P13(31G/RIGHT/MOVING_IN_AISLE@tile29) -> P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[153]: P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P153->30E(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P13{seat=31G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=29,directBlocker=153,lastMoveTick=698,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P153{seat=30E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=648,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 29|30
Current yield-tile occupants: 13|153
Final row-event chain: 20|13|153
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1880\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 7\nOccupied-space rejections: 3201\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:31
Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 29
Scenario seed: 8058727884467314553

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 67.52%
Aisle-assignment balance: 95.62%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2418
Passengers seated: 258/274
Average waiting ticks: 468.27
Longest waiting passenger: P89->18D(RIGHT)
Longest waiting ticks: 2380

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 24
Cluster candidates evaluated: 47
Executable cluster candidates: 10
Rejected cluster candidates: 37
Cluster selections: 6
Cluster-selected events started: 6
Largest detected cluster: 16
Selected release potential total: 26
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1839
Regions dissolved: 2
Repeated reconstructions avoided: 1839
Largest region lifetime: 1771
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1771:occupied=16
Confirmation deferral ticks: 5
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1566
State changes reopening evaluation: 21
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2020
Maximum occupied tiles: 14
Seat events: 131
Single-blocker events: 43
Multiple-blocker events: 8
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 2227
Maximum occupied tiles: 22
Seat events: 127
Single-blocker events: 40
Multiple-blocker events: 10
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1630
Reservations granted: 1627
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 12
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 19602
Longest unresolved passenger ID: 90
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 9
Longest dependency chain: P137(25E/RIGHT) -> P94(27G/RIGHT) -> P190(24F/RIGHT) -> P24(25I/RIGHT) -> P88(28D/RIGHT) -> P102(27F/RIGHT) -> P87(31H/RIGHT) -> P184(31D/RIGHT) -> P20(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 137
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 12
Total blocked ticks: 32482
Total stationary ticks: 151925
Seat-event requests: 1882
Failed seat-event starts: 1624

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 20
Critical blocker identity: P20->28I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 8
Critical tree size including blocker: 9
Critical tree depth: 9
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 16
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 7
Critical blocker tree:
P20(28I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P184(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P87(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P102(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P88(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P24(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P190(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P94(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P137(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1605
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 29|30
Critical blocker yield-tile occupants: 13|153
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 3
Yield-tile occupied failures: 1605
Rear-boundary failures: 19
Middle-bank reservation failures: 3
Active-event deferrals: 1075
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 2
Yield-occupant trace: yieldOccupant[13]: P13(31G/RIGHT/MOVING_IN_AISLE@tile29) -> P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[153]: P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P153->30E(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P13{seat=31G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=29,directBlocker=153,lastMoveTick=698,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P153{seat=30E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=648,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 29|30
Current yield-tile occupants: 13|153
Final row-event chain: 20|13|153
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1880\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 7\nOccupied-space rejections: 3201\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 29 | standardDataset=258/274 (94.16%) | windowDataset=258/274 (94.16%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=6 | clusterStarts=6 | convertedToSuccess=false | windowWorse=false | standardFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL | windowFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:31
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 30
Scenario seed: 4796178364709272712

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 60.07%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1073
Passengers seated: 288/288
Average waiting ticks: 486.26
Longest waiting passenger: P242->22A(LEFT)
Longest waiting ticks: 1020

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles24-27:occupied=3:anchor=P272:selected=P258:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 13
Regions dissolved: 1
Repeated reconstructions avoided: 13
Largest region lifetime: 14
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=14
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2587
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 40
Multiple-blocker events: 17
Temporary aisle reoccupations: 77

RIGHT AISLE
-----------
Total moves: 2427
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 36
Multiple-blocker events: 18
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 124
Reservations granted: 120
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6089
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7510
Total stationary ticks: 145204
Seat-event requests: 303
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 751
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 751
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 306\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
============================================================
Date/Time: 2026-07-16 18:19:31
Experiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 30
Scenario seed: 4796178364709272712

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_ADMISSION_WINDOW_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 60.07%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1073
Passengers seated: 288/288
Average waiting ticks: 486.26
Longest waiting passenger: P242->22A(LEFT)
Longest waiting ticks: 1020

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles24-27:occupied=3:anchor=P272:selected=P258:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 13
Regions dissolved: 1
Repeated reconstructions avoided: 13
Largest region lifetime: 14
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=14
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2587
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 40
Multiple-blocker events: 17
Temporary aisle reoccupations: 77

RIGHT AISLE
-----------
Total moves: 2427
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 36
Multiple-blocker events: 18
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 124
Reservations granted: 120
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6089
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7510
Total stationary ticks: 145204
Seat-event requests: 303
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 751
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 751
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_ADMISSION_WINDOW_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 306\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 30 | standardDataset=288/288 (100.00%) | windowDataset=288/288 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | windowWorse=false | standardFamily=COMPLETE_CABIN | windowFamily=COMPLETE_CABIN

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 16
DETERMINISTIC ADMISSION-WINDOW ARCHITECTURE
************************************************************
Experiment seed: 1783790101901
Scenarios executed: 60
Successful completions: 54
Incomplete/MAX_TICKS: 6
Average completed ticks: 1080.37
Average waiting ticks: 422.75
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 1
Scenario seed: 7216130499227313205

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 66.79%
Aisle-assignment balance: 98.54%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 990
Passengers seated: 274/274
Average waiting ticks: 450.42
Longest waiting passenger: P233->32A(LEFT)
Longest waiting ticks: 921

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2125
Maximum occupied tiles: 12
Seat events: 139
Single-blocker events: 45
Multiple-blocker events: 13
Temporary aisle reoccupations: 71

RIGHT AISLE
-----------
Total moves: 2075
Maximum occupied tiles: 11
Seat events: 135
Single-blocker events: 41
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5198
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6411
Total stationary ticks: 127724
Seat-event requests: 284
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 632
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 632
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:38
Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 1
Scenario seed: 7216130499227313205

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 66.79%
Aisle-assignment balance: 98.54%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2442
Passengers seated: 269/274
Average waiting ticks: 446.50
Longest waiting passenger: P104->32B(LEFT)
Longest waiting ticks: 2355

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2127
Regions dissolved: 0
Repeated reconstructions avoided: 2127
Largest region lifetime: 2128
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2128:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1658
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2117
Maximum occupied tiles: 17
Seat events: 134
Single-blocker events: 43
Multiple-blocker events: 9
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 2075
Maximum occupied tiles: 18
Seat events: 135
Single-blocker events: 42
Multiple-blocker events: 8
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 95
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 8917
Longest unresolved passenger ID: 201
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P233(32A/LEFT) -> P157(31F/LEFT) -> P112(31A/LEFT) -> P201(32F/LEFT) -> P104(32B/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 233
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 20206
Total stationary ticks: 138502
Seat-event requests: 1952
Failed seat-event starts: 1683

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 104
Critical blocker identity: P104->32B(LEFT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P104(32B/LEFT/WAITING_FOR_SEAT_EVENT)
  P201(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P112(31A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P157(31F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P233(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1676
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 1
Critical blocker required yield tiles: 33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 1676
Middle-bank reservation failures: 1
Active-event deferrals: 877
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1953\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 01 | standardDataset=274/274 (100.00%) | geographicDataset=269/274 (98.18%) | seatedDelta=-5 | completionDelta=-1.82% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geographicWorse=true | standardFamily=COMPLETE_CABIN | geographicFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 2
Scenario seed: -5145057424286824451

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.48%
Blocker-prone seat share (topology component): 73.61%
Aisle-assignment balance: 94.44%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 799
Passengers seated: 216/216
Average waiting ticks: 351.06
Longest waiting passenger: P90->5C(LEFT)
Longest waiting ticks: 749

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 31
Regions dissolved: 2
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 12
Seat events: 114
Single-blocker events: 32
Multiple-blocker events: 9
Temporary aisle reoccupations: 52

RIGHT AISLE
-----------
Total moves: 1517
Maximum occupied tiles: 11
Seat events: 102
Single-blocker events: 19
Multiple-blocker events: 9
Temporary aisle reoccupations: 38

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 121
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3653
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4671
Total stationary ticks: 78797
Seat-event requests: 225
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 229\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:38
Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 2
Scenario seed: -5145057424286824451

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Row-zone concentration (diagnostic control): 31.48%
Blocker-prone seat share (topology component): 73.61%
Aisle-assignment balance: 94.44%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2286
Passengers seated: 214/216
Average waiting ticks: 350.73
Longest waiting passenger: P163->29C(RIGHT)
Longest waiting ticks: 2185

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 7
Selected release potential total: 10
Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 73
Regions dissolved: 3
Repeated reconstructions avoided: 73
Largest region lifetime: 37
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=13
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 15
Seat events: 114
Single-blocker events: 33
Multiple-blocker events: 8
Temporary aisle reoccupations: 52

RIGHT AISLE
-----------
Total moves: 1515
Maximum occupied tiles: 16
Seat events: 100
Single-blocker events: 20
Multiple-blocker events: 7
Temporary aisle reoccupations: 34

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1814
Reservations granted: 1807
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6488
Longest unresolved passenger ID: 133
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P133(30H/RIGHT) -> P163(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 133
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 11476
Total stationary ticks: 83613
Seat-event requests: 1917
Failed seat-event starts: 1703

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 163
Critical blocker identity: P163->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P163(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P133(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1691
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 30|31|32
Critical blocker unavailable yield tiles: 31|32
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 12
Rear-boundary failures: 1691
Middle-bank reservation failures: 7
Active-event deferrals: 740
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 30|31|32
Current unavailable yield tiles: 31|32
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1923\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 02 | standardDataset=216/216 (100.00%) | geographicDataset=214/216 (99.07%) | seatedDelta=-2 | completionDelta=-0.93% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | geographicWorse=true | standardFamily=COMPLETE_CABIN | geographicFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 3
Scenario seed: 3757159740356003327

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.65%
Blocker-prone seat share (topology component): 60.53%
Aisle-assignment balance: 98.83%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1266
Passengers seated: 342/342
Average waiting ticks: 588.90
Longest waiting passenger: P156->23B(LEFT)
Longest waiting ticks: 1212

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3072
Maximum occupied tiles: 14
Seat events: 173
Single-blocker events: 56
Multiple-blocker events: 25
Temporary aisle reoccupations: 111

RIGHT AISLE
-----------
Total moves: 2968
Maximum occupied tiles: 12
Seat events: 169
Single-blocker events: 49
Multiple-blocker events: 22
Temporary aisle reoccupations: 96

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 147
Reservations granted: 143
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6815
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8177
Total stationary ticks: 206919
Seat-event requests: 351
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 758
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 758
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 355\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:38
Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 3
Scenario seed: 3757159740356003327

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Row-zone concentration (diagnostic control): 28.65%
Blocker-prone seat share (topology component): 60.53%
Aisle-assignment balance: 98.83%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2698
Passengers seated: 195/342
Average waiting ticks: 1228.75
Longest waiting passenger: P8->20B(LEFT)
Longest waiting ticks: 2698

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 48
Cluster candidates evaluated: 179
Executable cluster candidates: 0
Rejected cluster candidates: 179
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 35
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2500
Regions dissolved: 0
Repeated reconstructions avoided: 2500
Largest region lifetime: 2501
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2501:occupied=35
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 2428
State changes reopening evaluation: 47
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1367
Maximum occupied tiles: 35
Seat events: 26
Single-blocker events: 6
Multiple-blocker events: 0
Temporary aisle reoccupations: 6

RIGHT AISLE
-----------
Total moves: 2968
Maximum occupied tiles: 18
Seat events: 169
Single-blocker events: 47
Multiple-blocker events: 16
Temporary aisle reoccupations: 79

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2540
Reservations granted: 2540
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 112
Remaining moving in aisle: 30
Remaining waiting at row: 5
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 73569
Longest unresolved passenger ID: 8
Longest unresolved row: 20
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 27
Longest dependency chain: P29(18D/LEFT) -> P94(19C/LEFT) -> P77(23E/LEFT) -> P258(23F/LEFT) -> P141(17E/LEFT) -> P298(20E/LEFT) -> P37(17A/LEFT) -> P186(23C/LEFT) -> P83(34G/LEFT) -> P13(34B/LEFT) -> P333(31G/LEFT) -> P267(34E/LEFT) -> P123(34A/LEFT) -> P212(27A/LEFT) -> P5(35C/LEFT) -> P118(26C/LEFT) -> P256(36A/LEFT) -> P84(28C/LEFT) -> P43(32A/LEFT) -> P292(26A/LEFT) -> P283(33B/LEFT) -> P1(36C/LEFT) -> P109(30A/LEFT) -> P242(30G/LEFT) -> P111(27B/LEFT) -> P89(29C/LEFT) -> P220(27E/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 29
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 30
Total blocked ticks: 93764
Total stationary ticks: 500255
Seat-event requests: 2681
Failed seat-event starts: 2486

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 220
Critical blocker identity: P220->27E(LEFT)
Direct fan-out: 1
Total indirect descendants: 26
Critical tree size including blocker: 27
Critical tree depth: 27
Frozen internal components: 5
Terminal WAITING_FOR_SEAT_EVENT nodes: 5
Unresolved internal passengers: 35
Unresolved outside passengers: 112
Unresolved internal passengers outside critical tree: 8
Critical blocker tree:
P220(27E/LEFT/WAITING_FOR_SEAT_EVENT)
  P89(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P111(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P242(30G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P109(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P1(36C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P283(33B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P292(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P43(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P84(28C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P256(36A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P118(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P5(35C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P212(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P123(34A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P267(34E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P333(31G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P13(34B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P83(34G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P186(23C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P37(17A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P298(20E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P141(17E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P258(23F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                P77(23E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P94(19C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P29(18D/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 2486
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 28
Critical blocker unavailable yield tiles: 28
Critical blocker yield-tile occupants: 142
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 3
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 2486
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 371
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 4
Yield-occupant trace: yieldOccupant[142]: P142(32C/LEFT/MOVING_IN_AISLE@tile28) -> P32(33D/LEFT/MOVING_IN_AISLE@tile29) -> P249(32B/LEFT/MOVING_IN_AISLE@tile30) -> P2(31A/LEFT/WAITING_AT_ROW@tile31) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P2->31A(LEFT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P142{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=28,directBlocker=32,lastMoveTick=232,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 28
Current unavailable yield tiles: 28
Current yield-tile occupants: 142
Final row-event chain: 220|142|32|249|2
Final row-event chain length: 5
Distinct row events in chain: 5
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 5
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2681\nPrecedence substitutions made: 2\nDependency chains followed: 21\nBlocked by waiting-row occupant: 21\nSubstituted events started: 2\nOccupied-space rejections: 5101\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 03 | standardDataset=342/342 (100.00%) | geographicDataset=195/342 (57.02%) | seatedDelta=-147 | completionDelta=-42.98% | outsideDelta=+112 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geographicWorse=true | standardFamily=COMPLETE_CABIN | geographicFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:39
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 4
Scenario seed: 4505242574357131631

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.49%
Aisle-assignment balance: 91.18%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2255
Passengers seated: 200/204
Average waiting ticks: 339.50
Longest waiting passenger: P88->29C(RIGHT)
Longest waiting ticks: 2194

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1498
Regions dissolved: 0
Repeated reconstructions avoided: 1498
Largest region lifetime: 1499
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1499:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1496
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1348
Maximum occupied tiles: 11
Seat events: 93
Single-blocker events: 18
Multiple-blocker events: 4
Temporary aisle reoccupations: 26

RIGHT AISLE
-----------
Total moves: 1644
Maximum occupied tiles: 13
Seat events: 107
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1613
Reservations granted: 1609
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 4973
Longest unresolved passenger ID: 201
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P147(28E/RIGHT) -> P139(29G/RIGHT) -> P201(30D/RIGHT) -> P88(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 147
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 11024
Total stationary ticks: 77119
Seat-event requests: 1709
Failed seat-event starts: 1509

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 88
Critical blocker identity: P88->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 4
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P88(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P201(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P139(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P147(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 4
Rear-boundary failures: 1505
Middle-bank reservation failures: 4
Active-event deferrals: 595
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1714\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:39
Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 4
Scenario seed: 4505242574357131631

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.49%
Aisle-assignment balance: 91.18%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2250
Passengers seated: 198/204
Average waiting ticks: 335.68
Longest waiting passenger: P88->29C(RIGHT)
Longest waiting ticks: 2161

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 2
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 2004
Regions dissolved: 1
Repeated reconstructions avoided: 2004
Largest region lifetime: 1997
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1997:occupied=4
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1617
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1347
Maximum occupied tiles: 15
Seat events: 91
Single-blocker events: 18
Multiple-blocker events: 4
Temporary aisle reoccupations: 26

RIGHT AISLE
-----------
Total moves: 1644
Maximum occupied tiles: 16
Seat events: 107
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1732
Reservations granted: 1727
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 8386
Longest unresolved passenger ID: 167
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P147(28E/RIGHT) -> P139(29G/RIGHT) -> P201(30D/RIGHT) -> P88(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 147
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 19077
Total stationary ticks: 81978
Seat-event requests: 3548
Failed seat-event starts: 3350

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 88
Critical blocker identity: P88->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P88(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P201(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P139(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P147(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 3345
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 3345
Middle-bank reservation failures: 5
Active-event deferrals: 1044
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3552\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 04 | standardDataset=200/204 (98.04%) | geographicDataset=198/204 (97.06%) | seatedDelta=-2 | completionDelta=-0.98% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | geographicWorse=true | standardFamily=REAR_BOUNDARY_LOCK | geographicFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:39
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 5
Scenario seed: -6826745434564669881

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 870
Passengers seated: 235/235
Average waiting ticks: 386.29
Longest waiting passenger: P138->20E(RIGHT)
Longest waiting ticks: 843

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1722
Maximum occupied tiles: 12
Seat events: 113
Single-blocker events: 30
Multiple-blocker events: 8
Temporary aisle reoccupations: 48

RIGHT AISLE
-----------
Total moves: 1667
Maximum occupied tiles: 10
Seat events: 122
Single-blocker events: 34
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4517
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5593
Total stationary ticks: 94540
Seat-event requests: 245
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 566
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 566
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:39
Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 5
Scenario seed: -6826745434564669881

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 847
Passengers seated: 235/235
Average waiting ticks: 380.91
Longest waiting passenger: P140->3D(RIGHT)
Longest waiting ticks: 832

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 18
Regions dissolved: 1
Repeated reconstructions avoided: 18
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=19
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1722
Maximum occupied tiles: 16
Seat events: 113
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 52

RIGHT AISLE
-----------
Total moves: 1667
Maximum occupied tiles: 17
Seat events: 122
Single-blocker events: 33
Multiple-blocker events: 12
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 123
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7219
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8067
Total stationary ticks: 95871
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 470
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 470
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 243\nPrecedence substitutions made: 4\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 05 | standardDataset=235/235 (100.00%) | geographicDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geographicWorse=false | standardFamily=COMPLETE_CABIN | geographicFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:39
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 6
Scenario seed: 2513822240434754174

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.82%
Blocker-prone seat share (topology component): 77.94%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 731
Passengers seated: 204/204
Average waiting ticks: 331.67
Longest waiting passenger: P8->20F(RIGHT)
Longest waiting ticks: 685

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1499
Maximum occupied tiles: 14
Seat events: 102
Single-blocker events: 24
Multiple-blocker events: 8
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1479
Maximum occupied tiles: 12
Seat events: 102
Single-blocker events: 30
Multiple-blocker events: 6
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3601
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4643
Total stationary ticks: 70621
Seat-event requests: 210
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 585
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 585
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 210\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:39
Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 6
Scenario seed: 2513822240434754174

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Row-zone concentration (diagnostic control): 33.82%
Blocker-prone seat share (topology component): 77.94%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 715
Passengers seated: 204/204
Average waiting ticks: 326.34
Longest waiting passenger: P122->4G(RIGHT)
Longest waiting ticks: 695

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 3
Executable cluster candidates: 3
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 55
Regions dissolved: 2
Repeated reconstructions avoided: 55
Largest region lifetime: 44
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1499
Maximum occupied tiles: 16
Seat events: 102
Single-blocker events: 23
Multiple-blocker events: 9
Temporary aisle reoccupations: 44

RIGHT AISLE
-----------
Total moves: 1479
Maximum occupied tiles: 15
Seat events: 102
Single-blocker events: 31
Multiple-blocker events: 5
Temporary aisle reoccupations: 42

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 111
Reservations granted: 101
Reservations denied/waited: 10
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6202
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7258
Total stationary ticks: 72237
Seat-event requests: 212
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 504
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 10
Active-event deferrals: 504
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 220\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 06 | standardDataset=204/204 (100.00%) | geographicDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | geographicWorse=false | standardFamily=COMPLETE_CABIN | geographicFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:39
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 7
Scenario seed: -4676738862831661214

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.80%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 98.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 772
Passengers seated: 216/216
Average waiting ticks: 349.32
Longest waiting passenger: P213->4C(LEFT)
Longest waiting ticks: 721

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 24
Regions dissolved: 2
Repeated reconstructions avoided: 24
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1563
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 21
Multiple-blocker events: 10
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1500
Maximum occupied tiles: 12
Seat events: 106
Single-blocker events: 24
Multiple-blocker events: 10
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 119
Reservations granted: 119
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3938
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5006
Total stationary ticks: 78770
Seat-event requests: 227
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 538
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 538
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 227\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:39
Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 7
Scenario seed: -4676738862831661214

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Row-zone concentration (diagnostic control): 33.80%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 98.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 757
Passengers seated: 216/216
Average waiting ticks: 344.29
Longest waiting passenger: P213->4C(LEFT)
Longest waiting ticks: 742

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1563
Maximum occupied tiles: 16
Seat events: 110
Single-blocker events: 21
Multiple-blocker events: 12
Temporary aisle reoccupations: 47

RIGHT AISLE
-----------
Total moves: 1500
Maximum occupied tiles: 16
Seat events: 106
Single-blocker events: 25
Multiple-blocker events: 8
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 120
Reservations granted: 118
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6503
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7441
Total stationary ticks: 80206
Seat-event requests: 226
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 467
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 467
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 228\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 07 | standardDataset=216/216 (100.00%) | geographicDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geographicWorse=false | standardFamily=COMPLETE_CABIN | geographicFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:39
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 8
Scenario seed: 2451708163553084058

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.05%
Blocker-prone seat share (topology component): 64.86%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 943
Passengers seated: 259/259
Average waiting ticks: 421.84
Longest waiting passenger: P256->9F(LEFT)
Longest waiting ticks: 901

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles10-13:occupied=3:anchor=P12:selected=P71:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2017
Maximum occupied tiles: 12
Seat events: 135
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1933
Maximum occupied tiles: 14
Seat events: 124
Single-blocker events: 35
Multiple-blocker events: 9
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 90
Reservations granted: 90
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5174
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6489
Total stationary ticks: 113674
Seat-event requests: 273
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 652
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 652
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 272\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:39
Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 8
Scenario seed: 2451708163553084058

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Row-zone concentration (diagnostic control): 32.05%
Blocker-prone seat share (topology component): 64.86%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 936
Passengers seated: 259/259
Average waiting ticks: 417.92
Longest waiting passenger: P256->9F(LEFT)
Longest waiting ticks: 915

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2017
Maximum occupied tiles: 17
Seat events: 135
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1933
Maximum occupied tiles: 17
Seat events: 124
Single-blocker events: 35
Multiple-blocker events: 9
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 90
Reservations granted: 89
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8388
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9463
Total stationary ticks: 115710
Seat-event requests: 265
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 613
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 613
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 266\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 08 | standardDataset=259/259 (100.00%) | geographicDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geographicWorse=false | standardFamily=COMPLETE_CABIN | geographicFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:39
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 9
Scenario seed: 7260830704529197968

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 35.42%
Blocker-prone seat share (topology component): 75.52%
Aisle-assignment balance: 89.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 754
Passengers seated: 192/192
Average waiting ticks: 315.99
Longest waiting passenger: P145->3H(RIGHT)
Longest waiting ticks: 702

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P60:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1277
Maximum occupied tiles: 12
Seat events: 86
Single-blocker events: 13
Multiple-blocker events: 6
Temporary aisle reoccupations: 26

RIGHT AISLE
-----------
Total moves: 1496
Maximum occupied tiles: 11
Seat events: 106
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 105
Reservations granted: 102
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3411
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4220
Total stationary ticks: 63467
Seat-event requests: 203
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 413
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 413
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 205\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:39
Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 9
Scenario seed: 7260830704529197968

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Row-zone concentration (diagnostic control): 35.42%
Blocker-prone seat share (topology component): 75.52%
Aisle-assignment balance: 89.58%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2100
Passengers seated: 153/192
Average waiting ticks: 516.46
Longest waiting passenger: P12->7D(RIGHT)
Longest waiting ticks: 2100

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 15
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 12
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1666
Regions dissolved: 1
Repeated reconstructions avoided: 1666
Largest region lifetime: 1647
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1647:occupied=12
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1605
State changes reopening evaluation: 14
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1277
Maximum occupied tiles: 18
Seat events: 86
Single-blocker events: 16
Multiple-blocker events: 3
Temporary aisle reoccupations: 23

RIGHT AISLE
-----------
Total moves: 1317
Maximum occupied tiles: 16
Seat events: 67
Single-blocker events: 15
Multiple-blocker events: 4
Temporary aisle reoccupations: 23

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1703
Reservations granted: 1700
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 25
Remaining moving in aisle: 12
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 19657
Longest unresolved passenger ID: 12
Longest unresolved row: 7
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 12
Longest dependency chain: P60(8H/RIGHT) -> P176(10H/RIGHT) -> P177(10C/RIGHT) -> P2(5G/RIGHT) -> P117(11F/RIGHT) -> P186(9E/RIGHT) -> P181(11D/RIGHT) -> P6(10E/RIGHT) -> P69(20H/RIGHT) -> P9(13H/RIGHT) -> P188(20G/RIGHT) -> P79(12C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 60
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 12
Total blocked ticks: 28720
Total stationary ticks: 123377
Seat-event requests: 1778
Failed seat-event starts: 1625

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 79
Critical blocker identity: P79->12C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 11
Critical tree size including blocker: 12
Critical tree depth: 12
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 14
Unresolved outside passengers: 25
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P79(12C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P188(20G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P9(13H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P69(20H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P6(10E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P181(11D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P186(9E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P117(11F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P2(5G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P177(10C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P176(10H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P60(8H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1625
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 13|14|15
Critical blocker unavailable yield tiles: 15
Critical blocker yield-tile occupants: 24
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1625
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 461
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[24]: P24(21H/RIGHT/MOVING_IN_AISLE@tile15) -> P169(16D/RIGHT/WAITING_AT_ROW@tile16) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P169->16D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P24{seat=21H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=15,directBlocker=169,lastMoveTick=443,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 13|14|15
Current unavailable yield tiles: 15
Current yield-tile occupants: 24
Final row-event chain: 79|24|169
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1781\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 1627\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 09 | standardDataset=192/192 (100.00%) | geographicDataset=153/192 (79.69%) | seatedDelta=-39 | completionDelta=-20.31% | outsideDelta=+25 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geographicWorse=true | standardFamily=COMPLETE_CABIN | geographicFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:39
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 10
Scenario seed: -447105676847956095

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.36%
Blocker-prone seat share (topology component): 59.65%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1251
Passengers seated: 342/342
Average waiting ticks: 564.00
Longest waiting passenger: P179->11J(RIGHT)
Longest waiting ticks: 1169

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 5
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: RIGHT:tiles10-14:occupied=4:anchor=P314:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 91
Regions dissolved: 4
Repeated reconstructions avoided: 91
Largest region lifetime: 46
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=46
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 4
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2926
Maximum occupied tiles: 12
Seat events: 165
Single-blocker events: 39
Multiple-blocker events: 30
Temporary aisle reoccupations: 103

RIGHT AISLE
-----------
Total moves: 3031
Maximum occupied tiles: 15
Seat events: 177
Single-blocker events: 40
Multiple-blocker events: 31
Temporary aisle reoccupations: 107

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 163
Reservations granted: 162
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7775
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9654
Total stationary ticks: 199662
Seat-event requests: 376
Failed seat-event starts: 34

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 889
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 34
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 889
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 10\nOccupied-space rejections: 41\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:39
Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 10
Scenario seed: -447105676847956095

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Row-zone concentration (diagnostic control): 28.36%
Blocker-prone seat share (topology component): 59.65%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2372
Passengers seated: 163/342
Average waiting ticks: 1129.37
Longest waiting passenger: P3->17C(LEFT)
Longest waiting ticks: 2372

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 35
Cluster candidates evaluated: 34
Executable cluster candidates: 0
Rejected cluster candidates: 34
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 34
Selected release potential total: 0
Last cluster decision: RIGHT:region=R4:result=LOWER_HIERARCHICAL_PRIORITY_DEFERRED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 3702
Regions dissolved: 2
Repeated reconstructions avoided: 3702
Largest region lifetime: 2088
Maximum simultaneous active regions: 2
Regions active at termination: 2
Last lifecycle event: UPDATE:R4:age=1601:occupied=14
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 2027
State changes reopening evaluation: 33
Region priority competitions: 1541
Regions ranked: 3082
Hierarchical selections: 1541
Lower-priority evaluations deferred: 1529
Highest selected priority score: 37510
Left/right priority wins: 1541/0
Priority ties: 0
Last priority decision: LEFT:R1:score=37510 | RIGHT:R4:score=15510 | selected=LEFT

LEFT AISLE
----------
Total moves: 1713
Maximum occupied tiles: 34
Seat events: 41
Single-blocker events: 9
Multiple-blocker events: 3
Temporary aisle reoccupations: 15

RIGHT AISLE
-----------
Total moves: 2729
Maximum occupied tiles: 20
Seat events: 122
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1605
Reservations granted: 1605
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 129
Remaining moving in aisle: 46
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 87388
Longest unresolved passenger ID: 3
Longest unresolved row: 17
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 33
Longest dependency chain: P1(24C/LEFT) -> P96(25C/LEFT) -> P143(15A/LEFT) -> P234(25A/LEFT) -> P141(23F/LEFT) -> P47(16C/LEFT) -> P235(22B/LEFT) -> P274(24B/LEFT) -> P257(19B/LEFT) -> P8(25D/LEFT) -> P108(14B/LEFT) -> P296(14C/LEFT) -> P287(19C/LEFT) -> P295(17A/LEFT) -> P269(21B/LEFT) -> P190(23D/LEFT) -> P50(19F/LEFT) -> P55(24A/LEFT) -> P63(23E/LEFT) -> P225(24F/LEFT) -> P198(36A/LEFT) -> P271(29A/LEFT) -> P233(26D/LEFT) -> P203(30E/LEFT) -> P322(35C/LEFT) -> P71(29B/LEFT) -> P319(34B/LEFT) -> P332(35D/LEFT) -> P25(30F/LEFT) -> P94(31F/LEFT) -> P162(35B/LEFT) -> P323(35G/LEFT) -> P79(33B/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 1
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 46
Total blocked ticks: 103892
Total stationary ticks: 481465
Seat-event requests: 3776
Failed seat-event starts: 3613

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 79
Critical blocker identity: P79->33B(LEFT)
Direct fan-out: 1
Total indirect descendants: 32
Critical tree size including blocker: 33
Critical tree depth: 33
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 50
Unresolved outside passengers: 129
Unresolved internal passengers outside critical tree: 17
Critical blocker tree:
P79(33B/LEFT/WAITING_FOR_SEAT_EVENT)
  P323(35G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P162(35B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P94(31F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P25(30F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P332(35D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P319(34B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P71(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P322(35C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P203(30E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P233(26D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P271(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P198(36A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P225(24F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P63(23E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P55(24A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P50(19F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P190(23D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P269(21B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P295(17A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P287(19C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P296(14C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P108(14B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P8(25D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                P257(19B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P274(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P235(22B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P47(16C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P141(23F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                          P234(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                            P143(15A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                              P96(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                                P1(24C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 3612
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 34
Critical blocker unavailable yield tiles: 34
Critical blocker yield-tile occupants: 78
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 3612
Rear-boundary failures: 1
Middle-bank reservation failures: 0
Active-event deferrals: 564
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[78]: P78(34G/LEFT/WAITING_AT_ROW@tile34) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->34G(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P78{seat=34G,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=34,directBlocker=-1,lastMoveTick=237,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 34
Current unavailable yield tiles: 34
Current yield-tile occupants: 78
Final row-event chain: 79|78
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3776\nPrecedence substitutions made: 8\nDependency chains followed: 2083\nBlocked by waiting-row occupant: 2083\nSubstituted events started: 8\nOccupied-space rejections: 3629\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 10 | standardDataset=342/342 (100.00%) | geographicDataset=163/342 (47.66%) | seatedDelta=-179 | completionDelta=-52.34% | outsideDelta=+129 | clustersDetected=4 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geographicWorse=true | standardFamily=COMPLETE_CABIN | geographicFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:39
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 11
Scenario seed: 3638877016897499986

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 29.57%
Blocker-prone seat share (topology component): 66.96%
Aisle-assignment balance: 99.13%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 804
Passengers seated: 230/230
Average waiting ticks: 370.66
Longest waiting passenger: P111->9B(LEFT)
Longest waiting ticks: 763

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1700
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 28
Multiple-blocker events: 8
Temporary aisle reoccupations: 44

RIGHT AISLE
-----------
Total moves: 1814
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 38
Multiple-blocker events: 7
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 78
Reservations granted: 78
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4669
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5600
Total stationary ticks: 89203
Seat-event requests: 235
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 461
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 461
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 235\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:39
Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 11
Scenario seed: 3638877016897499986

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Row-zone concentration (diagnostic control): 29.57%
Blocker-prone seat share (topology component): 66.96%
Aisle-assignment balance: 99.13%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 804
Passengers seated: 230/230
Average waiting ticks: 367.20
Longest waiting passenger: P111->9B(LEFT)
Longest waiting ticks: 788

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles27-29:occupied=3:anchor=P57:selected=P160:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1700
Maximum occupied tiles: 17
Seat events: 116
Single-blocker events: 28
Multiple-blocker events: 8
Temporary aisle reoccupations: 44

RIGHT AISLE
-----------
Total moves: 1814
Maximum occupied tiles: 17
Seat events: 114
Single-blocker events: 38
Multiple-blocker events: 7
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 79
Reservations granted: 75
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7534
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8536
Total stationary ticks: 91278
Seat-event requests: 235
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 11 | standardDataset=230/230 (100.00%) | geographicDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | geographicWorse=false | standardFamily=COMPLETE_CABIN | geographicFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:39
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 12
Scenario seed: -8976697486543855838

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 36.46%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 705
Passengers seated: 192/192
Average waiting ticks: 319.16
Longest waiting passenger: P84->11G(RIGHT)
Longest waiting ticks: 676

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: LEFT:tiles9-11:occupied=3:anchor=P136:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 40
Regions dissolved: 2
Repeated reconstructions avoided: 40
Largest region lifetime: 31
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=11
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1421
Maximum occupied tiles: 12
Seat events: 96
Single-blocker events: 23
Multiple-blocker events: 7
Temporary aisle reoccupations: 40

RIGHT AISLE
-----------
Total moves: 1396
Maximum occupied tiles: 11
Seat events: 96
Single-blocker events: 19
Multiple-blocker events: 6
Temporary aisle reoccupations: 31

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 100
Reservations granted: 100
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3355
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4022
Total stationary ticks: 63983
Seat-event requests: 201
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 348
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 348
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 199\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:39
Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 12
Scenario seed: -8976697486543855838

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Row-zone concentration (diagnostic control): 36.46%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 684
Passengers seated: 192/192
Average waiting ticks: 314.82
Longest waiting passenger: P84->11G(RIGHT)
Longest waiting ticks: 667

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1421
Maximum occupied tiles: 15
Seat events: 96
Single-blocker events: 22
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1396
Maximum occupied tiles: 16
Seat events: 96
Single-blocker events: 20
Multiple-blocker events: 4
Temporary aisle reoccupations: 28

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 98
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5570
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6230
Total stationary ticks: 65330
Seat-event requests: 195
Failed seat-event starts: 3

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 370
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 3
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 370
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 200\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 12 | standardDataset=192/192 (100.00%) | geographicDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geographicWorse=false | standardFamily=COMPLETE_CABIN | geographicFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:39
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 13
Scenario seed: 1058713798284952297

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.12%
Blocker-prone seat share (topology component): 61.11%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1097
Passengers seated: 306/306
Average waiting ticks: 507.68
Longest waiting passenger: P240->4A(LEFT)
Longest waiting ticks: 1037

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2758
Maximum occupied tiles: 12
Seat events: 153
Single-blocker events: 44
Multiple-blocker events: 15
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 2622
Maximum occupied tiles: 14
Seat events: 153
Single-blocker events: 37
Multiple-blocker events: 23
Temporary aisle reoccupations: 87

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 132
Reservations granted: 132
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6586
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7836
Total stationary ticks: 160799
Seat-event requests: 318
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 715
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 715
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 318\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:39
Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 13
Scenario seed: 1058713798284952297

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Row-zone concentration (diagnostic control): 27.12%
Blocker-prone seat share (topology component): 61.11%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1070
Passengers seated: 306/306
Average waiting ticks: 502.36
Longest waiting passenger: P130->3D(LEFT)
Longest waiting ticks: 1054

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 6
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 41
Regions dissolved: 2
Repeated reconstructions avoided: 41
Largest region lifetime: 25
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2758
Maximum occupied tiles: 18
Seat events: 153
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 77

RIGHT AISLE
-----------
Total moves: 2622
Maximum occupied tiles: 19
Seat events: 153
Single-blocker events: 35
Multiple-blocker events: 23
Temporary aisle reoccupations: 84

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 129
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 10984
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 12190
Total stationary ticks: 163571
Seat-event requests: 318
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 667
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 667
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 322\nPrecedence substitutions made: 9\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 13\nOccupied-space rejections: 29\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 13 | standardDataset=306/306 (100.00%) | geographicDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | geographicWorse=false | standardFamily=COMPLETE_CABIN | geographicFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:39
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 14
Scenario seed: -2382699513390452918

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 824
Passengers seated: 235/235
Average waiting ticks: 380.83
Longest waiting passenger: P179->6D(RIGHT)
Longest waiting ticks: 806

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 7
Selected release potential total: 6
Last cluster decision: LEFT:tiles9-14:occupied=6:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 31
Regions dissolved: 1
Repeated reconstructions avoided: 31
Largest region lifetime: 32
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=32
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1734
Maximum occupied tiles: 13
Seat events: 116
Single-blocker events: 33
Multiple-blocker events: 9
Temporary aisle reoccupations: 53

RIGHT AISLE
-----------
Total moves: 1702
Maximum occupied tiles: 14
Seat events: 119
Single-blocker events: 32
Multiple-blocker events: 13
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 130
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4717
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5966
Total stationary ticks: 93608
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 576
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 576
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:39
Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 14
Scenario seed: -2382699513390452918

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 825
Passengers seated: 235/235
Average waiting ticks: 377.04
Longest waiting passenger: P179->6D(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1734
Maximum occupied tiles: 16
Seat events: 116
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1702
Maximum occupied tiles: 16
Seat events: 119
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 132
Reservations granted: 126
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7322
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8323
Total stationary ticks: 95132
Seat-event requests: 247
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 526
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 526
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 253\nPrecedence substitutions made: 7\nDependency chains followed: 10\nBlocked by waiting-row occupant: 10\nSubstituted events started: 7\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 14 | standardDataset=235/235 (100.00%) | geographicDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geographicWorse=false | standardFamily=COMPLETE_CABIN | geographicFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:39
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 15
Scenario seed: 7910158282638001386

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.66%
Blocker-prone seat share (topology component): 66.41%
Aisle-assignment balance: 94.98%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 956
Passengers seated: 259/259
Average waiting ticks: 429.30
Longest waiting passenger: P57->12B(LEFT)
Longest waiting ticks: 922

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2045
Maximum occupied tiles: 13
Seat events: 136
Single-blocker events: 37
Multiple-blocker events: 14
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 1932
Maximum occupied tiles: 12
Seat events: 123
Single-blocker events: 32
Multiple-blocker events: 10
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 88
Reservations granted: 86
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5119
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6204
Total stationary ticks: 115474
Seat-event requests: 266
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 268\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:39
Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 15
Scenario seed: 7910158282638001386

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Row-zone concentration (diagnostic control): 31.66%
Blocker-prone seat share (topology component): 66.41%
Aisle-assignment balance: 94.98%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 950
Passengers seated: 259/259
Average waiting ticks: 426.24
Longest waiting passenger: P22->6F(LEFT)
Longest waiting ticks: 933

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2045
Maximum occupied tiles: 18
Seat events: 136
Single-blocker events: 38
Multiple-blocker events: 14
Temporary aisle reoccupations: 66

RIGHT AISLE
-----------
Total moves: 1932
Maximum occupied tiles: 16
Seat events: 123
Single-blocker events: 31
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 88
Reservations granted: 86
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8216
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9291
Total stationary ticks: 117683
Seat-event requests: 264
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 622
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 622
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 266\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 15 | standardDataset=259/259 (100.00%) | geographicDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geographicWorse=false | standardFamily=COMPLETE_CABIN | geographicFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:39
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 16
Scenario seed: 7835976452476775241

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.04%
Blocker-prone seat share (topology component): 66.52%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 837
Passengers seated: 230/230
Average waiting ticks: 384.82
Longest waiting passenger: P49->16A(LEFT)
Longest waiting ticks: 780

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles16-18:occupied=3:anchor=P49:selected=P151:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1782
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 28
Multiple-blocker events: 8
Temporary aisle reoccupations: 44

RIGHT AISLE
-----------
Total moves: 1724
Maximum occupied tiles: 10
Seat events: 115
Single-blocker events: 33
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 79
Reservations granted: 79
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4064
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4973
Total stationary ticks: 91828
Seat-event requests: 239
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 468
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 468
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:39
Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 16
Scenario seed: 7835976452476775241

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Row-zone concentration (diagnostic control): 33.04%
Blocker-prone seat share (topology component): 66.52%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 815
Passengers seated: 230/230
Average waiting ticks: 378.48
Longest waiting passenger: P145->10A(LEFT)
Longest waiting ticks: 793

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P46:selected=P201:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1782
Maximum occupied tiles: 16
Seat events: 115
Single-blocker events: 28
Multiple-blocker events: 8
Temporary aisle reoccupations: 44

RIGHT AISLE
-----------
Total moves: 1724
Maximum occupied tiles: 16
Seat events: 115
Single-blocker events: 33
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 80
Reservations granted: 80
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7096
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7881
Total stationary ticks: 93305
Seat-event requests: 238
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 445
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 445
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 237\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 16 | standardDataset=230/230 (100.00%) | geographicDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | geographicWorse=false | standardFamily=COMPLETE_CABIN | geographicFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:39
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 17
Scenario seed: -5603982636816805098

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 74.12%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2329
Passengers seated: 226/228
Average waiting ticks: 384.43
Longest waiting passenger: P22->29F(LEFT)
Longest waiting ticks: 2256

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 24
Regions dissolved: 2
Repeated reconstructions avoided: 24
Largest region lifetime: 17
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=17
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1590
Maximum occupied tiles: 12
Seat events: 116
Single-blocker events: 23
Multiple-blocker events: 10
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1694
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1648
Reservations granted: 1639
Reservations denied/waited: 9
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3986
Longest unresolved passenger ID: 47
Longest unresolved row: 29
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P47(29B/LEFT) -> P22(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 47
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8174
Total stationary ticks: 92549
Seat-event requests: 1757
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 22
Critical blocker identity: P22->29F(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P22(29F/LEFT/WAITING_FOR_SEAT_EVENT)
  P47(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1519
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 30|31|32
Critical blocker unavailable yield tiles: 31|32
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 12
Rear-boundary failures: 1519
Middle-bank reservation failures: 9
Active-event deferrals: 553
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 30|31|32
Current unavailable yield tiles: 31|32
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:39
Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 17
Scenario seed: -5603982636816805098

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 74.12%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2307
Passengers seated: 139/228
Average waiting ticks: 828.67
Longest waiting passenger: P2->19H(RIGHT)
Longest waiting ticks: 2307

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 37
Cluster candidates evaluated: 37
Executable cluster candidates: 0
Rejected cluster candidates: 37
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 30
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 2142
Regions dissolved: 1
Repeated reconstructions avoided: 2142
Largest region lifetime: 2132
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=2132:occupied=30
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 2078
State changes reopening evaluation: 36
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1590
Maximum occupied tiles: 16
Seat events: 116
Single-blocker events: 23
Multiple-blocker events: 6
Temporary aisle reoccupations: 37

RIGHT AISLE
-----------
Total moves: 989
Maximum occupied tiles: 30
Seat events: 23
Single-blocker events: 4
Multiple-blocker events: 1
Temporary aisle reoccupations: 6

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 3858
Reservations granted: 3856
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 29
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 61072
Longest unresolved passenger ID: 2
Longest unresolved row: 19
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 28
Longest dependency chain: P106(16D/RIGHT) -> P159(20G/RIGHT) -> P60(12H/RIGHT) -> P25(13G/RIGHT) -> P86(19F/RIGHT) -> P109(20H/RIGHT) -> P95(15G/RIGHT) -> P11(14C/RIGHT) -> P49(18D/RIGHT) -> P149(16G/RIGHT) -> P39(15F/RIGHT) -> P127(20F/RIGHT) -> P15(14H/RIGHT) -> P191(21H/RIGHT) -> P63(20D/RIGHT) -> P74(29E/RIGHT) -> P52(27G/RIGHT) -> P207(30G/RIGHT) -> P146(22C/RIGHT) -> P1(29H/RIGHT) -> P201(25F/RIGHT) -> P213(26G/RIGHT) -> P198(24G/RIGHT) -> P214(25G/RIGHT) -> P188(30H/RIGHT) -> P87(28H/RIGHT) -> P171(28G/RIGHT) -> P4(28C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 106
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 29
Total blocked ticks: 72192
Total stationary ticks: 253718
Seat-event requests: 3921
Failed seat-event starts: 3782

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 4
Critical blocker identity: P4->28C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 27
Critical tree size including blocker: 28
Critical tree depth: 28
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 32
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P4(28C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P171(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P87(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P188(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P214(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P198(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P213(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P201(25F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P1(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P146(22C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P207(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P52(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P74(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P63(20D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P191(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P15(14H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P127(20F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P39(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P149(16G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P49(18D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P11(14C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P95(15G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P109(20H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P86(19F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P25(13G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P60(12H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P159(20G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P106(16D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 2123
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 29|30
Critical blocker yield-tile occupants: 136|97
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 3
Yield-tile occupied failures: 2123
Rear-boundary failures: 1659
Middle-bank reservation failures: 2
Active-event deferrals: 713
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 2
Yield-occupant trace: yieldOccupant[136]: P136(30D/RIGHT/MOVING_IN_AISLE@tile29) -> P97(30C/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[97]: P97(30C/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P97->30C(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P136{seat=30D,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=29,directBlocker=97,lastMoveTick=112,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P97{seat=30C,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=111,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 29|30
Current yield-tile occupants: 136|97
Final row-event chain: 4|136|97
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3923\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 2124\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 17 | standardDataset=226/228 (99.12%) | geographicDataset=139/228 (60.96%) | seatedDelta=-87 | completionDelta=-38.16% | outsideDelta=+57 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geographicWorse=true | standardFamily=REAR_BOUNDARY_LOCK | geographicFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:39
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 18
Scenario seed: -29016899169270240

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1018
Passengers seated: 282/282
Average waiting ticks: 460.86
Longest waiting passenger: P39->31A(LEFT)
Longest waiting ticks: 950

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2171
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 41
Multiple-blocker events: 12
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 2188
Maximum occupied tiles: 11
Seat events: 138
Single-blocker events: 39
Multiple-blocker events: 20
Temporary aisle reoccupations: 79

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 101
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5629
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7092
Total stationary ticks: 134758
Seat-event requests: 293
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 749
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 749
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:39
Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 18
Scenario seed: -29016899169270240

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2496
Passengers seated: 279/282
Average waiting ticks: 459.93
Longest waiting passenger: P82->32E(RIGHT)
Longest waiting ticks: 2396

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 2197
Regions dissolved: 1
Repeated reconstructions avoided: 2197
Largest region lifetime: 2160
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2160:occupied=3
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1698
State changes reopening evaluation: 0
Region priority competitions: 2
Regions ranked: 4
Hierarchical selections: 2
Lower-priority evaluations deferred: 0
Highest selected priority score: 3396
Left/right priority wins: 0/2
Priority ties: 0
Last priority decision: LEFT:R2:score=2210 | RIGHT:R1:score=3310 | selected=RIGHT

LEFT AISLE
----------
Total moves: 2171
Maximum occupied tiles: 17
Seat events: 144
Single-blocker events: 40
Multiple-blocker events: 13
Temporary aisle reoccupations: 66

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 17
Seat events: 135
Single-blocker events: 39
Multiple-blocker events: 18
Temporary aisle reoccupations: 75

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1812
Reservations granted: 1808
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 9213
Longest unresolved passenger ID: 162
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P281(32G/RIGHT) -> P162(32D/RIGHT) -> P82(32E/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 281
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 16897
Total stationary ticks: 142277
Seat-event requests: 1998
Failed seat-event starts: 1719

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 82
Critical blocker identity: P82->32E(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P82(32E/RIGHT/WAITING_FOR_SEAT_EVENT)
  P162(32D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P281(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1708
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 1
Critical blocker required yield tiles: 33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 1708
Middle-bank reservation failures: 4
Active-event deferrals: 998
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2001\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 18 | standardDataset=282/282 (100.00%) | geographicDataset=279/282 (98.94%) | seatedDelta=-3 | completionDelta=-1.06% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | geographicWorse=true | standardFamily=COMPLETE_CABIN | geographicFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:39
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 19
Scenario seed: -1022932693840430131

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.20%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1270
Passengers seated: 353/353
Average waiting ticks: 595.20
Longest waiting passenger: P228->31D(RIGHT)
Longest waiting ticks: 1217

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 5
Clusters detected: 5
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:region=R5:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 5
Region updates: 107
Regions dissolved: 5
Repeated reconstructions avoided: 107
Largest region lifetime: 32
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R5:lifetime=8
Confirmation deferral ticks: 7
Regions reaching confirmation: 2
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3031
Maximum occupied tiles: 15
Seat events: 176
Single-blocker events: 50
Multiple-blocker events: 27
Temporary aisle reoccupations: 110

RIGHT AISLE
-----------
Total moves: 3177
Maximum occupied tiles: 13
Seat events: 177
Single-blocker events: 51
Multiple-blocker events: 34
Temporary aisle reoccupations: 129

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 160
Reservations granted: 158
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7492
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9457
Total stationary ticks: 216460
Seat-event requests: 384
Failed seat-event starts: 31

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 994
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 31
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 994
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 11\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:39
Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 19
Scenario seed: -1022932693840430131

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Row-zone concentration (diagnostic control): 27.20%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1247
Passengers seated: 353/353
Average waiting ticks: 586.63
Longest waiting passenger: P61->1B(LEFT)
Longest waiting ticks: 1224

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 5
Clusters detected: 5
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 4
Selected release potential total: 6
Last cluster decision: RIGHT:region=R5:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 5
Region updates: 106
Regions dissolved: 5
Repeated reconstructions avoided: 106
Largest region lifetime: 31
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R5:lifetime=17
Confirmation deferral ticks: 7
Regions reaching confirmation: 2
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3031
Maximum occupied tiles: 19
Seat events: 176
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 108

RIGHT AISLE
-----------
Total moves: 3177
Maximum occupied tiles: 20
Seat events: 177
Single-blocker events: 51
Multiple-blocker events: 35
Temporary aisle reoccupations: 131

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 167
Reservations granted: 160
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 12823
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 14318
Total stationary ticks: 218479
Seat-event requests: 384
Failed seat-event starts: 31

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 842
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 31
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 842
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 390\nPrecedence substitutions made: 13\nDependency chains followed: 14\nBlocked by waiting-row occupant: 14\nSubstituted events started: 16\nOccupied-space rejections: 45\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 19 | standardDataset=353/353 (100.00%) | geographicDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=5 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | geographicWorse=false | standardFamily=COMPLETE_CABIN | geographicFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:39
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 20
Scenario seed: 7778104721219760133

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 65.69%
Aisle-assignment balance: 98.54%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 274/274
Average waiting ticks: 448.40
Longest waiting passenger: P182->28I(RIGHT)
Longest waiting ticks: 944

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 13
Seat events: 135
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 2076
Maximum occupied tiles: 12
Seat events: 139
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 92
Reservations granted: 92
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5548
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6972
Total stationary ticks: 127697
Seat-event requests: 284
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 677
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 677
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 284\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:39
Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 20
Scenario seed: 7778104721219760133

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 65.69%
Aisle-assignment balance: 98.54%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 961
Passengers seated: 274/274
Average waiting ticks: 442.50
Longest waiting passenger: P20->2I(RIGHT)
Longest waiting ticks: 947

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles20-25:occupied=5:anchor=P97:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 24
Regions dissolved: 1
Repeated reconstructions avoided: 24
Largest region lifetime: 25
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=25
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 18
Seat events: 135
Single-blocker events: 28
Multiple-blocker events: 12
Temporary aisle reoccupations: 52

RIGHT AISLE
-----------
Total moves: 2076
Maximum occupied tiles: 17
Seat events: 139
Single-blocker events: 33
Multiple-blocker events: 18
Temporary aisle reoccupations: 69

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 9137
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 10464
Total stationary ticks: 129573
Seat-event requests: 282
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 675
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 675
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 285\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 8\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 20 | standardDataset=274/274 (100.00%) | geographicDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | geographicWorse=false | standardFamily=COMPLETE_CABIN | geographicFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:39
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 21
Scenario seed: -6050252773158139437

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.90%
Blocker-prone seat share (topology component): 75.52%
Aisle-assignment balance: 98.96%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 686
Passengers seated: 192/192
Average waiting ticks: 311.75
Longest waiting passenger: P131->5H(RIGHT)
Longest waiting ticks: 644

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1430
Maximum occupied tiles: 11
Seat events: 95
Single-blocker events: 26
Multiple-blocker events: 4
Temporary aisle reoccupations: 34

RIGHT AISLE
-----------
Total moves: 1368
Maximum occupied tiles: 11
Seat events: 97
Single-blocker events: 22
Multiple-blocker events: 5
Temporary aisle reoccupations: 32

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3532
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4379
Total stationary ticks: 62831
Seat-event requests: 195
Failed seat-event starts: 3

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 442
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 3
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 442
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 195\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:39
Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 21
Scenario seed: -6050252773158139437

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Row-zone concentration (diagnostic control): 34.90%
Blocker-prone seat share (topology component): 75.52%
Aisle-assignment balance: 98.96%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 680
Passengers seated: 192/192
Average waiting ticks: 309.54
Longest waiting passenger: P131->5H(RIGHT)
Longest waiting ticks: 663

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P23:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 20
Regions dissolved: 1
Repeated reconstructions avoided: 20
Largest region lifetime: 21
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=21
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1430
Maximum occupied tiles: 15
Seat events: 95
Single-blocker events: 26
Multiple-blocker events: 5
Temporary aisle reoccupations: 36

RIGHT AISLE
-----------
Total moves: 1368
Maximum occupied tiles: 14
Seat events: 97
Single-blocker events: 20
Multiple-blocker events: 5
Temporary aisle reoccupations: 30

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 96
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5740
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6385
Total stationary ticks: 64504
Seat-event requests: 198
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 348
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 348
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 202\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 21 | standardDataset=192/192 (100.00%) | geographicDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | geographicWorse=false | standardFamily=COMPLETE_CABIN | geographicFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 22
Scenario seed: -7549248447377455043

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.43%
Blocker-prone seat share (topology component): 60.46%
Aisle-assignment balance: 98.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1115
Passengers seated: 306/306
Average waiting ticks: 511.00
Longest waiting passenger: P126->23H(RIGHT)
Longest waiting ticks: 1059

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles22-26:occupied=4:anchor=P169:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 16
Regions dissolved: 1
Repeated reconstructions avoided: 16
Largest region lifetime: 17
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=17
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2720
Maximum occupied tiles: 13
Seat events: 150
Single-blocker events: 49
Multiple-blocker events: 12
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 2575
Maximum occupied tiles: 12
Seat events: 156
Single-blocker events: 35
Multiple-blocker events: 19
Temporary aisle reoccupations: 77

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 128
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6519
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8050
Total stationary ticks: 161843
Seat-event requests: 321
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 882
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 882
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 320\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:40
Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 22
Scenario seed: -7549248447377455043

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Row-zone concentration (diagnostic control): 28.43%
Blocker-prone seat share (topology component): 60.46%
Aisle-assignment balance: 98.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1091
Passengers seated: 306/306
Average waiting ticks: 504.03
Longest waiting passenger: P39->8I(RIGHT)
Longest waiting ticks: 1066

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 39
Regions dissolved: 3
Repeated reconstructions avoided: 39
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2720
Maximum occupied tiles: 20
Seat events: 150
Single-blocker events: 51
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2575
Maximum occupied tiles: 20
Seat events: 156
Single-blocker events: 33
Multiple-blocker events: 19
Temporary aisle reoccupations: 75

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 10825
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 12038
Total stationary ticks: 163968
Seat-event requests: 324
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 663
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 663
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 323\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 32\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 22 | standardDataset=306/306 (100.00%) | geographicDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | geographicWorse=false | standardFamily=COMPLETE_CABIN | geographicFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 23
Scenario seed: 4519082988640820556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 75.44%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 825
Passengers seated: 228/228
Average waiting ticks: 367.85
Longest waiting passenger: P154->11C(RIGHT)
Longest waiting ticks: 787

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1559
Maximum occupied tiles: 14
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 14
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 1754
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 29
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 123
Reservations granted: 123
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4498
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5596
Total stationary ticks: 87691
Seat-event requests: 238
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 544
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 544
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:40
Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 23
Scenario seed: 4519082988640820556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 75.44%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2327
Passengers seated: 218/228
Average waiting ticks: 369.39
Longest waiting passenger: P202->21A(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 5
Clusters detected: 5
Activations without intervention: 10
Cluster candidates evaluated: 5
Executable cluster candidates: 3
Rejected cluster candidates: 2
Cluster selections: 3
Cluster-selected events started: 3
Largest detected cluster: 10
Selected release potential total: 11
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 5
Region updates: 2214
Regions dissolved: 4
Repeated reconstructions avoided: 2214
Largest region lifetime: 2128
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=2128:occupied=10
Confirmation deferral ticks: 6
Regions reaching confirmation: 4
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1730
State changes reopening evaluation: 7
Region priority competitions: 7
Regions ranked: 14
Hierarchical selections: 7
Lower-priority evaluations deferred: 0
Highest selected priority score: 11031
Left/right priority wins: 7/0
Priority ties: 0
Last priority decision: LEFT:R2:score=11010 | RIGHT:R4:score=2210 | selected=LEFT

LEFT AISLE
----------
Total moves: 1539
Maximum occupied tiles: 20
Seat events: 100
Single-blocker events: 21
Multiple-blocker events: 6
Temporary aisle reoccupations: 34

RIGHT AISLE
-----------
Total moves: 1754
Maximum occupied tiles: 17
Seat events: 118
Single-blocker events: 33
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 196
Reservations granted: 182
Reservations denied/waited: 14
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 8
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 17191
Longest unresolved passenger ID: 60
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 8
Longest dependency chain: P114(24E/LEFT) -> P64(28B/LEFT) -> P14(26F/LEFT) -> P121(30A/LEFT) -> P97(27B/LEFT) -> P199(29A/LEFT) -> P60(30B/LEFT) -> P104(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 114
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 8
Total blocked ticks: 28684
Total stationary ticks: 107164
Seat-event requests: 1977
Failed seat-event starts: 1759

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 104
Critical blocker identity: P104->29F(LEFT)
Direct fan-out: 1
Total indirect descendants: 7
Critical tree size including blocker: 8
Critical tree depth: 8
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 10
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P104(29F/LEFT/WAITING_FOR_SEAT_EVENT)
  P60(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P199(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P97(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P121(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P14(26F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P64(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P114(24E/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1698
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1698
Rear-boundary failures: 61
Middle-bank reservation failures: 14
Active-event deferrals: 982
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1988\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 1703\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 23 | standardDataset=228/228 (100.00%) | geographicDataset=218/228 (95.61%) | seatedDelta=-10 | completionDelta=-4.39% | outsideDelta=+0 | clustersDetected=5 | clusterSelections=3 | clusterStarts=3 | convertedToSuccess=false | geographicWorse=true | standardFamily=COMPLETE_CABIN | geographicFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 24
Scenario seed: 4297087376607226005

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 66.79%
Aisle-assignment balance: 99.27%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 970
Passengers seated: 274/274
Average waiting ticks: 452.86
Longest waiting passenger: P54->10G(RIGHT)
Longest waiting ticks: 925

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:tiles23-26:occupied=4:anchor=P246:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 22
Regions dissolved: 1
Repeated reconstructions avoided: 22
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=23
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2167
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 39
Multiple-blocker events: 14
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2041
Maximum occupied tiles: 12
Seat events: 136
Single-blocker events: 37
Multiple-blocker events: 11
Temporary aisle reoccupations: 59

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 93
Reservations granted: 93
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5016
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6316
Total stationary ticks: 128215
Seat-event requests: 287
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 710
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 710
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 286\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:40
Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 24
Scenario seed: 4297087376607226005

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 66.79%
Aisle-assignment balance: 99.27%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 964
Passengers seated: 274/274
Average waiting ticks: 451.68
Longest waiting passenger: P9->3B(LEFT)
Longest waiting ticks: 942

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2167
Maximum occupied tiles: 16
Seat events: 138
Single-blocker events: 40
Multiple-blocker events: 14
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2041
Maximum occupied tiles: 18
Seat events: 136
Single-blocker events: 36
Multiple-blocker events: 11
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 91
Reservations granted: 91
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8625
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9611
Total stationary ticks: 131357
Seat-event requests: 278
Failed seat-event starts: 4

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 573
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 4
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 573
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 278\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 7\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 24 | standardDataset=274/274 (100.00%) | geographicDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geographicWorse=false | standardFamily=COMPLETE_CABIN | geographicFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 25
Scenario seed: -1618752062860107760

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.39%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 90.20%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 797
Passengers seated: 204/204
Average waiting ticks: 336.86
Longest waiting passenger: P145->11G(RIGHT)
Longest waiting ticks: 754

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 7
Regions dissolved: 1
Repeated reconstructions avoided: 7
Largest region lifetime: 8
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=8
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1366
Maximum occupied tiles: 11
Seat events: 92
Single-blocker events: 18
Multiple-blocker events: 3
Temporary aisle reoccupations: 24

RIGHT AISLE
-----------
Total moves: 1550
Maximum occupied tiles: 14
Seat events: 112
Single-blocker events: 34
Multiple-blocker events: 14
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 110
Reservations granted: 108
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3670
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4541
Total stationary ticks: 71737
Seat-event requests: 212
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 442
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 442
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 214\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:40
Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 25
Scenario seed: -1618752062860107760

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Row-zone concentration (diagnostic control): 30.39%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 90.20%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 786
Passengers seated: 204/204
Average waiting ticks: 334.95
Longest waiting passenger: P145->11G(RIGHT)
Longest waiting ticks: 764

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1366
Maximum occupied tiles: 16
Seat events: 92
Single-blocker events: 18
Multiple-blocker events: 3
Temporary aisle reoccupations: 24

RIGHT AISLE
-----------
Total moves: 1550
Maximum occupied tiles: 17
Seat events: 112
Single-blocker events: 34
Multiple-blocker events: 14
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 108
Reservations granted: 102
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6008
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6775
Total stationary ticks: 73632
Seat-event requests: 206
Failed seat-event starts: 2

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 400
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 2
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 400
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 212\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 2\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 25 | standardDataset=204/204 (100.00%) | geographicDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geographicWorse=false | standardFamily=COMPLETE_CABIN | geographicFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 26
Scenario seed: 7637717698422060553

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 59.36%
Aisle-assignment balance: 94.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1276
Passengers seated: 342/342
Average waiting ticks: 566.26
Longest waiting passenger: P248->26A(LEFT)
Longest waiting ticks: 1229

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 4
Largest detected cluster: 4
Selected release potential total: 5
Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 48
Regions dissolved: 3
Repeated reconstructions avoided: 48
Largest region lifetime: 31
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=31
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3173
Maximum occupied tiles: 15
Seat events: 181
Single-blocker events: 46
Multiple-blocker events: 25
Temporary aisle reoccupations: 103

RIGHT AISLE
-----------
Total moves: 2795
Maximum occupied tiles: 13
Seat events: 161
Single-blocker events: 49
Multiple-blocker events: 23
Temporary aisle reoccupations: 98

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 161
Reservations granted: 161
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7578
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9483
Total stationary ticks: 200246
Seat-event requests: 371
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 924
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 924
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 369\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:40
Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 26
Scenario seed: 7637717698422060553

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 59.36%
Aisle-assignment balance: 94.15%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2754
Passengers seated: 219/342
Average waiting ticks: 1087.75
Longest waiting passenger: P1->14F(RIGHT)
Longest waiting ticks: 2754

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 34
Cluster candidates evaluated: 63
Executable cluster candidates: 0
Rejected cluster candidates: 63
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 34
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2482
Regions dissolved: 0
Repeated reconstructions avoided: 2482
Largest region lifetime: 2483
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2483:occupied=34
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 2426
State changes reopening evaluation: 33
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3173
Maximum occupied tiles: 20
Seat events: 181
Single-blocker events: 52
Multiple-blocker events: 15
Temporary aisle reoccupations: 85

RIGHT AISLE
-----------
Total moves: 1639
Maximum occupied tiles: 34
Seat events: 38
Single-blocker events: 12
Multiple-blocker events: 2
Temporary aisle reoccupations: 17

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 89
Remaining moving in aisle: 31
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 76147
Longest unresolved passenger ID: 1
Longest unresolved row: 14
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 27
Longest dependency chain: P161(21H/RIGHT) -> P227(23F/RIGHT) -> P64(20I/RIGHT) -> P205(25G/RIGHT) -> P160(19F/RIGHT) -> P195(15H/RIGHT) -> P5(23H/RIGHT) -> P102(18E/RIGHT) -> P90(23I/RIGHT) -> P173(21J/RIGHT) -> P149(17H/RIGHT) -> P236(23J/RIGHT) -> P43(24I/RIGHT) -> P201(16J/RIGHT) -> P220(19H/RIGHT) -> P244(17I/RIGHT) -> P331(18I/RIGHT) -> P277(20E/RIGHT) -> P329(24E/RIGHT) -> P55(29I/RIGHT) -> P69(31G/RIGHT) -> P78(32J/RIGHT) -> P310(31I/RIGHT) -> P93(30I/RIGHT) -> P169(27G/RIGHT) -> P183(29G/RIGHT) -> P25(27J/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 161
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 31
Total blocked ticks: 93430
Total stationary ticks: 456442
Seat-event requests: 2689
Failed seat-event starts: 2470

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 25
Critical blocker identity: P25->27J(RIGHT)
Direct fan-out: 1
Total indirect descendants: 26
Critical tree size including blocker: 27
Critical tree depth: 27
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 34
Unresolved outside passengers: 89
Unresolved internal passengers outside critical tree: 7
Critical blocker tree:
P25(27J/RIGHT/WAITING_FOR_SEAT_EVENT)
  P183(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P169(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P93(30I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P310(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P78(32J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P69(31G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P55(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P329(24E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P277(20E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P331(18I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P244(17I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P220(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P201(16J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P43(24I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P236(23J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P149(17H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P173(21J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P90(23I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P102(18E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P5(23H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P195(15H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P160(19F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P205(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P64(20I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P227(23F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P161(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 2469
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 28|29
Critical blocker unavailable yield tiles: 29
Critical blocker yield-tile occupants: 57
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 2469
Rear-boundary failures: 1
Middle-bank reservation failures: 0
Active-event deferrals: 462
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 5
Yield-occupant trace: yieldOccupant[57]: P57(33J/RIGHT/MOVING_IN_AISLE@tile29) -> P282(36G/RIGHT/MOVING_IN_AISLE@tile30) -> P214(33G/RIGHT/MOVING_IN_AISLE@tile31) -> P264(34I/RIGHT/MOVING_IN_AISLE@tile32) -> P134(33I/RIGHT/WAITING_AT_ROW@tile33) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P134->33I(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P57{seat=33J,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=29,directBlocker=282,lastMoveTick=286,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 28|29
Current unavailable yield tiles: 29
Current yield-tile occupants: 57
Final row-event chain: 25|57|282|214|264|134
Final row-event chain length: 6
Distinct row events in chain: 6
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2689\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 8\nOccupied-space rejections: 2501\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 26 | standardDataset=342/342 (100.00%) | geographicDataset=219/342 (64.04%) | seatedDelta=-123 | completionDelta=-35.96% | outsideDelta=+89 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geographicWorse=true | standardFamily=COMPLETE_CABIN | geographicFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 27
Scenario seed: 7038436515696686281

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.46%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 784
Passengers seated: 216/216
Average waiting ticks: 348.83
Longest waiting passenger: P24->8D(LEFT)
Longest waiting ticks: 747

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles11-13:occupied=3:anchor=P209:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 14
Seat events: 111
Single-blocker events: 29
Multiple-blocker events: 17
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 1464
Maximum occupied tiles: 11
Seat events: 105
Single-blocker events: 24
Multiple-blocker events: 8
Temporary aisle reoccupations: 42

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 123
Reservations granted: 120
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4157
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5218
Total stationary ticks: 78912
Seat-event requests: 228
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 475
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 475
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 230\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:40
Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 27
Scenario seed: 7038436515696686281

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.46%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 773
Passengers seated: 216/216
Average waiting ticks: 344.22
Longest waiting passenger: P24->8D(LEFT)
Longest waiting ticks: 748

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 28
Regions dissolved: 2
Repeated reconstructions avoided: 28
Largest region lifetime: 17
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 17
Seat events: 111
Single-blocker events: 32
Multiple-blocker events: 17
Temporary aisle reoccupations: 71

RIGHT AISLE
-----------
Total moves: 1464
Maximum occupied tiles: 16
Seat events: 105
Single-blocker events: 23
Multiple-blocker events: 7
Temporary aisle reoccupations: 38

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 119
Reservations granted: 117
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6726
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7536
Total stationary ticks: 80309
Seat-event requests: 225
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 426
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 426
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 227\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 27 | standardDataset=216/216 (100.00%) | geographicDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geographicWorse=false | standardFamily=COMPLETE_CABIN | geographicFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 28
Scenario seed: 3504961108606988885

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 66.06%
Aisle-assignment balance: 96.35%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 274/274
Average waiting ticks: 452.16
Longest waiting passenger: P162->5H(RIGHT)
Longest waiting ticks: 957

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles22-24:occupied=3:anchor=P175:selected=P83:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 15
Regions dissolved: 1
Repeated reconstructions avoided: 15
Largest region lifetime: 16
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=16
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2061
Maximum occupied tiles: 13
Seat events: 132
Single-blocker events: 31
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 2167
Maximum occupied tiles: 14
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 13
Temporary aisle reoccupations: 65

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 94
Reservations granted: 93
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5286
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6678
Total stationary ticks: 128384
Seat-event requests: 287
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 693
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 693
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 287\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:40
Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 28
Scenario seed: 3504961108606988885

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 66.06%
Aisle-assignment balance: 96.35%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 994
Passengers seated: 274/274
Average waiting ticks: 450.75
Longest waiting passenger: P162->5H(RIGHT)
Longest waiting ticks: 969

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2061
Maximum occupied tiles: 16
Seat events: 132
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 2167
Maximum occupied tiles: 17
Seat events: 142
Single-blocker events: 41
Multiple-blocker events: 13
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 93
Reservations granted: 92
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8790
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9805
Total stationary ticks: 131302
Seat-event requests: 279
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 571
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 571
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 280\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 28 | standardDataset=274/274 (100.00%) | geographicDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geographicWorse=false | standardFamily=COMPLETE_CABIN | geographicFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 29
Scenario seed: 8058727884467314553

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 67.52%
Aisle-assignment balance: 95.62%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2418
Passengers seated: 258/274
Average waiting ticks: 468.27
Longest waiting passenger: P89->18D(RIGHT)
Longest waiting ticks: 2380

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 24
Cluster candidates evaluated: 47
Executable cluster candidates: 10
Rejected cluster candidates: 37
Cluster selections: 6
Cluster-selected events started: 6
Largest detected cluster: 16
Selected release potential total: 26
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1839
Regions dissolved: 2
Repeated reconstructions avoided: 1839
Largest region lifetime: 1771
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1771:occupied=16
Confirmation deferral ticks: 5
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1566
State changes reopening evaluation: 21
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2020
Maximum occupied tiles: 14
Seat events: 131
Single-blocker events: 43
Multiple-blocker events: 8
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 2227
Maximum occupied tiles: 22
Seat events: 127
Single-blocker events: 40
Multiple-blocker events: 10
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1630
Reservations granted: 1627
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 12
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 19602
Longest unresolved passenger ID: 90
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 9
Longest dependency chain: P137(25E/RIGHT) -> P94(27G/RIGHT) -> P190(24F/RIGHT) -> P24(25I/RIGHT) -> P88(28D/RIGHT) -> P102(27F/RIGHT) -> P87(31H/RIGHT) -> P184(31D/RIGHT) -> P20(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 137
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 12
Total blocked ticks: 32482
Total stationary ticks: 151925
Seat-event requests: 1882
Failed seat-event starts: 1624

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 20
Critical blocker identity: P20->28I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 8
Critical tree size including blocker: 9
Critical tree depth: 9
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 16
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 7
Critical blocker tree:
P20(28I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P184(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P87(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P102(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P88(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P24(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P190(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P94(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P137(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1605
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 29|30
Critical blocker yield-tile occupants: 13|153
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 3
Yield-tile occupied failures: 1605
Rear-boundary failures: 19
Middle-bank reservation failures: 3
Active-event deferrals: 1075
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 2
Yield-occupant trace: yieldOccupant[13]: P13(31G/RIGHT/MOVING_IN_AISLE@tile29) -> P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[153]: P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P153->30E(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P13{seat=31G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=29,directBlocker=153,lastMoveTick=698,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P153{seat=30E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=648,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 29|30
Current yield-tile occupants: 13|153
Final row-event chain: 20|13|153
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1880\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 7\nOccupied-space rejections: 3201\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:40
Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 29
Scenario seed: 8058727884467314553

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 67.52%
Aisle-assignment balance: 95.62%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2405
Passengers seated: 167/274
Average waiting ticks: 924.53
Longest waiting passenger: P1->1D(RIGHT)
Longest waiting ticks: 2405

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 31
Cluster candidates evaluated: 60
Executable cluster candidates: 0
Rejected cluster candidates: 60
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 32
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2156
Regions dissolved: 0
Repeated reconstructions avoided: 2156
Largest region lifetime: 2157
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2157:occupied=32
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 2098
State changes reopening evaluation: 30
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2020
Maximum occupied tiles: 17
Seat events: 131
Single-blocker events: 42
Multiple-blocker events: 4
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1394
Maximum occupied tiles: 32
Seat events: 36
Single-blocker events: 12
Multiple-blocker events: 2
Temporary aisle reoccupations: 16

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 64
Reservations granted: 64
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 75
Remaining moving in aisle: 29
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 61669
Longest unresolved passenger ID: 1
Longest unresolved row: 1
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 28
Longest dependency chain: P0(16I/RIGHT) -> P55(19I/RIGHT) -> P104(20H/RIGHT) -> P28(17G/RIGHT) -> P86(17I/RIGHT) -> P245(21G/RIGHT) -> P208(12E/RIGHT) -> P36(21I/RIGHT) -> P215(14G/RIGHT) -> P269(19F/RIGHT) -> P132(14F/RIGHT) -> P224(20D/RIGHT) -> P79(16G/RIGHT) -> P188(21E/RIGHT) -> P16(22G/RIGHT) -> P3(20F/RIGHT) -> P148(19G/RIGHT) -> P140(22I/RIGHT) -> P59(27H/RIGHT) -> P137(25E/RIGHT) -> P94(27G/RIGHT) -> P190(24F/RIGHT) -> P24(25I/RIGHT) -> P88(28D/RIGHT) -> P102(27F/RIGHT) -> P87(31H/RIGHT) -> P184(31D/RIGHT) -> P20(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 0
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 29
Total blocked ticks: 74879
Total stationary ticks: 320561
Seat-event requests: 2309
Failed seat-event starts: 2142

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 20
Critical blocker identity: P20->28I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 27
Critical tree size including blocker: 28
Critical tree depth: 28
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 32
Unresolved outside passengers: 75
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P20(28I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P184(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P87(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P102(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P88(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P24(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P190(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P94(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P137(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P59(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P140(22I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P148(19G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P3(20F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P16(22G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P188(21E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P79(16G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P224(20D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P132(14F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P269(19F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P215(14G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P36(21I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P208(12E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P245(21G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P86(17I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P28(17G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P104(20H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P55(19I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P0(16I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 2134
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 29|30
Critical blocker yield-tile occupants: 13|153
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 2134
Rear-boundary failures: 8
Middle-bank reservation failures: 0
Active-event deferrals: 380
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 2
Yield-occupant trace: yieldOccupant[13]: P13(31G/RIGHT/MOVING_IN_AISLE@tile29) -> P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[153]: P153(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P153->30E(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P13{seat=31G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=29,directBlocker=153,lastMoveTick=252,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P153{seat=30E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=244,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 29|30
Current yield-tile occupants: 13|153
Final row-event chain: 20|13|153
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2309\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 4290\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 29 | standardDataset=258/274 (94.16%) | geographicDataset=167/274 (60.95%) | seatedDelta=-91 | completionDelta=-33.21% | outsideDelta=+75 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geographicWorse=true | standardFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL | geographicFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 30
Scenario seed: 4796178364709272712

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 60.07%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1073
Passengers seated: 288/288
Average waiting ticks: 486.26
Longest waiting passenger: P242->22A(LEFT)
Longest waiting ticks: 1020

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles24-27:occupied=3:anchor=P272:selected=P258:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 13
Regions dissolved: 1
Repeated reconstructions avoided: 13
Largest region lifetime: 14
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=14
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2587
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 40
Multiple-blocker events: 17
Temporary aisle reoccupations: 77

RIGHT AISLE
-----------
Total moves: 2427
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 36
Multiple-blocker events: 18
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 124
Reservations granted: 120
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6089
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7510
Total stationary ticks: 145204
Seat-event requests: 303
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 751
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 751
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 306\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
============================================================
Date/Time: 2026-07-16 18:53:40
Experiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 1783790101901
Scenario number: 30
Scenario seed: 4796178364709272712

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 60.07%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1059
Passengers seated: 288/288
Average waiting ticks: 483.61
Longest waiting passenger: P106->12D(LEFT)
Longest waiting ticks: 1027

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 5
Last cluster decision: RIGHT:tiles4-7:occupied=3:anchor=P164:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 47
Regions dissolved: 3
Repeated reconstructions avoided: 47
Largest region lifetime: 21
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=16
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2587
Maximum occupied tiles: 19
Seat events: 148
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 80

RIGHT AISLE
-----------
Total moves: 2427
Maximum occupied tiles: 19
Seat events: 140
Single-blocker events: 35
Multiple-blocker events: 17
Temporary aisle reoccupations: 70

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 120
Reservations granted: 120
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 9787
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 10914
Total stationary ticks: 148051
Seat-event requests: 305
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 586
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 586
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: DETERMINISTIC_GEOGRAPHIC_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 9\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 30 | standardDataset=288/288 (100.00%) | geographicDataset=288/288 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | geographicWorse=false | standardFamily=COMPLETE_CABIN | geographicFamily=COMPLETE_CABIN

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 17
DETERMINISTIC GEOGRAPHIC ADMISSION COHORTS
************************************************************
Experiment seed: 1783790101901
Scenarios executed: 60
Successful completions: 46
Incomplete/MAX_TICKS: 14
Average completed ticks: 1263.43
Average waiting ticks: 468.39
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:57
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 1
Scenario seed: 7068972245304698706

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 74.56%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 225/228
Average waiting ticks: 385.90
Longest waiting passenger: P175->23F(LEFT)
Longest waiting ticks: 2283

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:tiles11-14:occupied=3:anchor=P104:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 32
Regions dissolved: 2
Repeated reconstructions avoided: 32
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=11
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1704
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 25
Multiple-blocker events: 9
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1604
Maximum occupied tiles: 11
Seat events: 118
Single-blocker events: 40
Multiple-blocker events: 9
Temporary aisle reoccupations: 59

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1706
Reservations granted: 1699
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4312
Longest unresolved passenger ID: 95
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P95(30E/LEFT) -> P158(27C/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 95
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 10163
Total stationary ticks: 93252
Seat-event requests: 1812
Failed seat-event starts: 1587

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 158
Critical blocker identity: P158->27C(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P158(27C/LEFT/WAITING_FOR_SEAT_EVENT)
  P95(30E/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1587
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 521
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1818\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 1589\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:57
Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 1
Scenario seed: 7068972245304698706

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 74.56%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2303
Passengers seated: 225/228
Average waiting ticks: 387.90
Longest waiting passenger: P207->29D(RIGHT)
Longest waiting ticks: 2229

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 2
Executable cluster candidates: 0
Rejected cluster candidates: 2
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2188
Regions dissolved: 0
Repeated reconstructions avoided: 2188
Largest region lifetime: 2189
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2189:occupied=3
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1668
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1708
Maximum occupied tiles: 18
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 13
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 1604
Maximum occupied tiles: 18
Seat events: 115
Single-blocker events: 34
Multiple-blocker events: 6
Temporary aisle reoccupations: 47

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1806
Reservations granted: 1785
Reservations denied/waited: 21
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7997
Longest unresolved passenger ID: 19
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 1
Longest dependency chain: P19(30H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 19
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 15446
Total stationary ticks: 95752
Seat-event requests: 1898
Failed seat-event starts: 1673

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 19
Critical blocker identity: P19->30H(RIGHT)
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 1
Critical tree depth: 1
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P19(30H/RIGHT/WAITING_FOR_SEAT_EVENT)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1672
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1672
Rear-boundary failures: 1
Middle-bank reservation failures: 21
Active-event deferrals: 1588
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1920\nPrecedence substitutions made: 6\nDependency chains followed: 1682\nBlocked by waiting-row occupant: 3357\nSubstituted events started: 6\nOccupied-space rejections: 6816\nMaximum scheduling-chain depth: 3\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 01 | standardDataset=225/228 (98.68%) | fineZoneDataset=225/228 (98.68%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | fineZoneWorse=false | standardFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL | fineZoneFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:57
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 2
Scenario seed: 7556267103684473801

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 26.47%
Blocker-prone seat share (topology component): 60.46%
Aisle-assignment balance: 98.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1095
Passengers seated: 306/306
Average waiting ticks: 502.15
Longest waiting passenger: P182->14H(RIGHT)
Longest waiting ticks: 1048

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2617
Maximum occupied tiles: 13
Seat events: 150
Single-blocker events: 47
Multiple-blocker events: 16
Temporary aisle reoccupations: 83

RIGHT AISLE
-----------
Total moves: 2815
Maximum occupied tiles: 14
Seat events: 156
Single-blocker events: 40
Multiple-blocker events: 19
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6757
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8261
Total stationary ticks: 159552
Seat-event requests: 315
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 705
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 705
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 315\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:57
Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 2
Scenario seed: 7556267103684473801

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Row-zone concentration (diagnostic control): 26.47%
Blocker-prone seat share (topology component): 60.46%
Aisle-assignment balance: 98.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2542
Passengers seated: 169/306
Average waiting ticks: 1124.98
Longest waiting passenger: P0->17H(RIGHT)
Longest waiting ticks: 2542

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 30
Cluster candidates evaluated: 90
Executable cluster candidates: 0
Rejected cluster candidates: 90
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 36
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2377
Regions dissolved: 0
Repeated reconstructions avoided: 2377
Largest region lifetime: 2378
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2378:occupied=36
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 2341
State changes reopening evaluation: 29
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2617
Maximum occupied tiles: 21
Seat events: 150
Single-blocker events: 44
Multiple-blocker events: 11
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1241
Maximum occupied tiles: 36
Seat events: 19
Single-blocker events: 3
Multiple-blocker events: 1
Temporary aisle reoccupations: 5

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 67
Reservations granted: 67
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 101
Remaining moving in aisle: 32
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 75597
Longest unresolved passenger ID: 0
Longest unresolved row: 17
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 33
Longest dependency chain: P131(22H/RIGHT) -> P20(21D/RIGHT) -> P33(24G/RIGHT) -> P99(24E/RIGHT) -> P141(21F/RIGHT) -> P75(29J/RIGHT) -> P60(26I/RIGHT) -> P132(27H/RIGHT) -> P144(31E/RIGHT) -> P9(29H/RIGHT) -> P303(29F/RIGHT) -> P266(29I/RIGHT) -> P102(29D/RIGHT) -> P193(31I/RIGHT) -> P108(27I/RIGHT) -> P297(31G/RIGHT) -> P97(30I/RIGHT) -> P294(26F/RIGHT) -> P150(31J/RIGHT) -> P176(29E/RIGHT) -> P14(26D/RIGHT) -> P252(30E/RIGHT) -> P96(27J/RIGHT) -> P156(28I/RIGHT) -> P243(28D/RIGHT) -> P44(28H/RIGHT) -> P85(30J/RIGHT) -> P224(30G/RIGHT) -> P115(31H/RIGHT) -> P58(33E/RIGHT) -> P62(34D/RIGHT) -> P256(33H/RIGHT) -> P221(33J/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 131
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 32
Total blocked ticks: 93176
Total stationary ticks: 426748
Seat-event requests: 2548
Failed seat-event starts: 2379

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 221
Critical blocker identity: P221->33J(RIGHT)
Direct fan-out: 1
Total indirect descendants: 32
Critical tree size including blocker: 33
Critical tree depth: 33
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 36
Unresolved outside passengers: 101
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P221(33J/RIGHT/WAITING_FOR_SEAT_EVENT)
  P256(33H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P62(34D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P58(33E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P115(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P224(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P85(30J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P44(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P243(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P156(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P96(27J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P252(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P14(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P176(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P150(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P294(26F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P97(30I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P297(31G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P108(27I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P193(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P102(29D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P266(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P303(29F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P9(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P144(31E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P132(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P60(26I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P75(29J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P141(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                          P99(24E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                            P33(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                              P20(21D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                                P131(22H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 2378
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 34
Critical blocker unavailable yield tiles: 34
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 4
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 2378
Rear-boundary failures: 1
Middle-bank reservation failures: 0
Active-event deferrals: 298
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[165]: P165(34I/RIGHT/WAITING_AT_ROW@tile34) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P165->34I(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=34I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=34,directBlocker=-1,lastMoveTick=157,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 34
Current unavailable yield tiles: 34
Current yield-tile occupants: 165
Final row-event chain: 221|165
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2548\nPrecedence substitutions made: 2\nDependency chains followed: 2378\nBlocked by waiting-row occupant: 7127\nSubstituted events started: 1\nOccupied-space rejections: 16690\nMaximum scheduling-chain depth: 4\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 02 | standardDataset=306/306 (100.00%) | fineZoneDataset=169/306 (55.23%) | seatedDelta=-137 | completionDelta=-44.77% | outsideDelta=+101 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | fineZoneWorse=true | standardFamily=COMPLETE_CABIN | fineZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:57
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 3
Scenario seed: 1604688892242996147

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2365
Passengers seated: 232/235
Average waiting ticks: 401.54
Longest waiting passenger: P35->27C(RIGHT)
Longest waiting ticks: 2316

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: TRACK:R2:age=1521:localMembers=2
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1545
Maximum occupied tiles: 10
Seat events: 110
Single-blocker events: 25
Multiple-blocker events: 10
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1828
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 28
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1663
Reservations granted: 1660
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4033
Longest unresolved passenger ID: 35
Longest unresolved row: 27
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P178(28G/RIGHT) -> P35(27C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 178
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 9817
Total stationary ticks: 99214
Seat-event requests: 1775
Failed seat-event starts: 1543

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 35
Critical blocker identity: P35->27C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P35(27C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P178(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1543
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 28|29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 104
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1543
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 649
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[104]: P104(30C/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P104->30C(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P104{seat=30C,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=757,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 28|29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 104
Final row-event chain: 35|104
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1778\nPrecedence substitutions made: 2\nDependency chains followed: 1534\nBlocked by waiting-row occupant: 1534\nSubstituted events started: 2\nOccupied-space rejections: 1544\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:57
Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 3
Scenario seed: 1604688892242996147

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2262
Passengers seated: 127/235
Average waiting ticks: 970.92
Longest waiting passenger: P7->16G(RIGHT)
Longest waiting ticks: 2262

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 30
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 27
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2117
Regions dissolved: 0
Repeated reconstructions avoided: 2117
Largest region lifetime: 2118
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2118:occupied=27
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 2081
State changes reopening evaluation: 29
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1545
Maximum occupied tiles: 16
Seat events: 110
Single-blocker events: 23
Multiple-blocker events: 3
Temporary aisle reoccupations: 29

RIGHT AISLE
-----------
Total moves: 834
Maximum occupied tiles: 28
Seat events: 17
Single-blocker events: 4
Multiple-blocker events: 0
Temporary aisle reoccupations: 4

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2177
Reservations granted: 2177
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 80
Remaining moving in aisle: 26
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 54692
Longest unresolved passenger ID: 7
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 27
Longest dependency chain: P51(19C/RIGHT) -> P56(21D/RIGHT) -> P224(21H/RIGHT) -> P67(17H/RIGHT) -> P221(19H/RIGHT) -> P8(18H/RIGHT) -> P218(20H/RIGHT) -> P214(25G/RIGHT) -> P162(26F/RIGHT) -> P52(24E/RIGHT) -> P199(23E/RIGHT) -> P69(25E/RIGHT) -> P125(26C/RIGHT) -> P146(24D/RIGHT) -> P0(22H/RIGHT) -> P2(23G/RIGHT) -> P5(24G/RIGHT) -> P165(25H/RIGHT) -> P14(26H/RIGHT) -> P11(25C/RIGHT) -> P187(22F/RIGHT) -> P76(24H/RIGHT) -> P95(26G/RIGHT) -> P149(26E/RIGHT) -> P47(26D/RIGHT) -> P178(28G/RIGHT) -> P35(27C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 51
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 26
Total blocked ticks: 63889
Total stationary ticks: 287062
Seat-event requests: 2243
Failed seat-event starts: 2116

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 35
Critical blocker identity: P35->27C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 26
Critical tree size including blocker: 27
Critical tree depth: 27
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 28
Unresolved outside passengers: 80
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P35(27C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P178(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P47(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P149(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P95(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P76(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P187(22F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P11(25C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P14(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P165(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P5(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P2(23G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P0(22H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P146(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P125(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P69(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P199(23E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P52(24E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P162(26F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P214(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P218(20H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P8(18H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P221(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P67(17H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P224(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P56(21D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P51(19C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 2116
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 28|29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 104
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 2116
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 165
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[104]: P104(30C/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P104->30C(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P104{seat=30C,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=132,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 28|29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 104
Final row-event chain: 35|104
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2243\nPrecedence substitutions made: 0\nDependency chains followed: 2116\nBlocked by waiting-row occupant: 2116\nSubstituted events started: 1\nOccupied-space rejections: 2116\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 03 | standardDataset=232/235 (98.72%) | fineZoneDataset=127/235 (54.04%) | seatedDelta=-105 | completionDelta=-44.68% | outsideDelta=+80 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | fineZoneWorse=true | standardFamily=LINKED_ROW_EVENT_CHAIN | fineZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:57
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 4
Scenario seed: -299544927857538173

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 99.02%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2225
Passengers seated: 202/204
Average waiting ticks: 343.71
Longest waiting passenger: P121->29D(RIGHT)
Longest waiting ticks: 2171

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1507
Maximum occupied tiles: 11
Seat events: 101
Single-blocker events: 25
Multiple-blocker events: 5
Temporary aisle reoccupations: 37

RIGHT AISLE
-----------
Total moves: 1501
Maximum occupied tiles: 10
Seat events: 101
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1639
Reservations granted: 1638
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3566
Longest unresolved passenger ID: 65
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P65(30H/RIGHT) -> P121(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 65
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 7637
Total stationary ticks: 74594
Seat-event requests: 1741
Failed seat-event starts: 1539

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 121
Critical blocker identity: P121->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P121(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P65(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1536
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 3
Rear-boundary failures: 1536
Middle-bank reservation failures: 1
Active-event deferrals: 548
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1742\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 7\nSubstituted events started: 8\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 3\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:57
Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 4
Scenario seed: -299544927857538173

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 99.02%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2208
Passengers seated: 202/204
Average waiting ticks: 332.61
Longest waiting passenger: P121->29D(RIGHT)
Longest waiting ticks: 2124

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1507
Maximum occupied tiles: 17
Seat events: 101
Single-blocker events: 26
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1501
Maximum occupied tiles: 17
Seat events: 101
Single-blocker events: 28
Multiple-blocker events: 8
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1751
Reservations granted: 1742
Reservations denied/waited: 9
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6994
Longest unresolved passenger ID: 65
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P65(30H/RIGHT) -> P121(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 65
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 11833
Total stationary ticks: 76190
Seat-event requests: 1845
Failed seat-event starts: 1643

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 121
Critical blocker identity: P121->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P121(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P65(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1642
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1
Rear-boundary failures: 1642
Middle-bank reservation failures: 9
Active-event deferrals: 709
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1854\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 04 | standardDataset=202/204 (99.02%) | fineZoneDataset=202/204 (99.02%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | fineZoneWorse=false | standardFamily=REAR_BOUNDARY_LOCK | fineZoneFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:57
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 5
Scenario seed: 1210463175603792630

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.87%
Blocker-prone seat share (topology component): 75.46%
Aisle-assignment balance: 92.59%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 818
Passengers seated: 216/216
Average waiting ticks: 354.91
Longest waiting passenger: P182->6F(LEFT)
Longest waiting ticks: 779

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: LEFT:tiles13-17:occupied=5:anchor=P20:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 27
Regions dissolved: 1
Repeated reconstructions avoided: 27
Largest region lifetime: 28
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=28
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1698
Maximum occupied tiles: 12
Seat events: 116
Single-blocker events: 25
Multiple-blocker events: 13
Temporary aisle reoccupations: 53

RIGHT AISLE
-----------
Total moves: 1482
Maximum occupied tiles: 12
Seat events: 100
Single-blocker events: 28
Multiple-blocker events: 3
Temporary aisle reoccupations: 35

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 115
Reservations granted: 111
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3832
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4949
Total stationary ticks: 79899
Seat-event requests: 225
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 562
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 562
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 228\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:57
Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 5
Scenario seed: 1210463175603792630

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Row-zone concentration (diagnostic control): 32.87%
Blocker-prone seat share (topology component): 75.46%
Aisle-assignment balance: 92.59%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2197
Passengers seated: 127/216
Average waiting ticks: 847.15
Longest waiting passenger: P0->13E(LEFT)
Longest waiting ticks: 2197

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 21
Cluster candidates evaluated: 42
Executable cluster candidates: 0
Rejected cluster candidates: 42
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 26
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1974
Regions dissolved: 0
Repeated reconstructions avoided: 1974
Largest region lifetime: 1975
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1975:occupied=26
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1952
State changes reopening evaluation: 20
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1044
Maximum occupied tiles: 27
Seat events: 27
Single-blocker events: 3
Multiple-blocker events: 1
Temporary aisle reoccupations: 5

RIGHT AISLE
-----------
Total moves: 1482
Maximum occupied tiles: 16
Seat events: 100
Single-blocker events: 20
Multiple-blocker events: 1
Temporary aisle reoccupations: 22

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2056
Reservations granted: 2053
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 62
Remaining moving in aisle: 23
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 45319
Longest unresolved passenger ID: 0
Longest unresolved row: 13
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 24
Longest dependency chain: P12(21E/LEFT) -> P152(18A/LEFT) -> P60(21D/LEFT) -> P66(18D/LEFT) -> P135(18B/LEFT) -> P121(19A/LEFT) -> P72(18C/LEFT) -> P31(17F/LEFT) -> P189(18E/LEFT) -> P164(17A/LEFT) -> P13(20B/LEFT) -> P162(21A/LEFT) -> P119(17E/LEFT) -> P215(21F/LEFT) -> P80(20A/LEFT) -> P17(19B/LEFT) -> P129(26C/LEFT) -> P19(22C/LEFT) -> P193(26D/LEFT) -> P175(25C/LEFT) -> P186(22D/LEFT) -> P188(24B/LEFT) -> P88(24C/LEFT) -> P194(24F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 12
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 23
Total blocked ticks: 58762
Total stationary ticks: 232812
Seat-event requests: 2131
Failed seat-event starts: 2004

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 194
Critical blocker identity: P194->24F(LEFT)
Direct fan-out: 1
Total indirect descendants: 23
Critical tree size including blocker: 24
Critical tree depth: 24
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 27
Unresolved outside passengers: 62
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P194(24F/LEFT/WAITING_FOR_SEAT_EVENT)
  P88(24C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P188(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P186(22D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P175(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P193(26D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P19(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P129(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P17(19B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P80(20A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P215(21F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P119(17E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P162(21A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P13(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P164(17A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P189(18E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P31(17F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P72(18C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P121(19A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P135(18B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P66(18D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P60(21D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P152(18A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P12(21E/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 2004
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 25|26
Critical blocker unavailable yield tiles: 26
Critical blocker yield-tile occupants: 203
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 2004
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 333
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[203]: P203(26A/LEFT/WAITING_AT_ROW@tile26) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P203->26A(LEFT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P203{seat=26A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=26,directBlocker=-1,lastMoveTick=200,reason=WAITING_FOR_SEAT_EVENT,prerequisite=YIELD_TILE_OCCUPIED}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 25|26
Current unavailable yield tiles: 26
Current yield-tile occupants: 203
Final row-event chain: 194|203
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2134\nPrecedence substitutions made: 2\nDependency chains followed: 2006\nBlocked by waiting-row occupant: 5966\nSubstituted events started: 3\nOccupied-space rejections: 13929\nMaximum scheduling-chain depth: 4\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 05 | standardDataset=216/216 (100.00%) | fineZoneDataset=127/216 (58.80%) | seatedDelta=-89 | completionDelta=-41.20% | outsideDelta=+62 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | fineZoneWorse=true | standardFamily=COMPLETE_CABIN | fineZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 6
Scenario seed: 772472445891786291

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.48%
Blocker-prone seat share (topology component): 67.15%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 968
Passengers seated: 274/274
Average waiting ticks: 446.45
Longest waiting passenger: P126->3A(LEFT)
Longest waiting ticks: 923

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 8
Selected release potential total: 7
Last cluster decision: RIGHT:tiles10-17:occupied=7:anchor=P81:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 46
Regions dissolved: 1
Repeated reconstructions avoided: 46
Largest region lifetime: 47
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=47
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2139
Maximum occupied tiles: 13
Seat events: 137
Single-blocker events: 33
Multiple-blocker events: 17
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2077
Maximum occupied tiles: 16
Seat events: 137
Single-blocker events: 33
Multiple-blocker events: 18
Temporary aisle reoccupations: 69

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 98
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6062
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7391
Total stationary ticks: 127604
Seat-event requests: 290
Failed seat-event starts: 16

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 622
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 16
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 622
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:58
Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 6
Scenario seed: 772472445891786291

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Row-zone concentration (diagnostic control): 32.48%
Blocker-prone seat share (topology component): 67.15%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 953
Passengers seated: 274/274
Average waiting ticks: 442.17
Longest waiting passenger: P126->3A(LEFT)
Longest waiting ticks: 948

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2139
Maximum occupied tiles: 18
Seat events: 137
Single-blocker events: 32
Multiple-blocker events: 18
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2077
Maximum occupied tiles: 18
Seat events: 137
Single-blocker events: 34
Multiple-blocker events: 17
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 92
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 10083
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 11023
Total stationary ticks: 130271
Seat-event requests: 280
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 454
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 454
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 288\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 8\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 06 | standardDataset=274/274 (100.00%) | fineZoneDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | fineZoneWorse=false | standardFamily=COMPLETE_CABIN | fineZoneFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 7
Scenario seed: 8785471615939536765

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 29.57%
Blocker-prone seat share (topology component): 66.09%
Aisle-assignment balance: 97.39%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 840
Passengers seated: 230/230
Average waiting ticks: 372.63
Longest waiting passenger: P197->30A(LEFT)
Longest waiting ticks: 773

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1825
Maximum occupied tiles: 14
Seat events: 118
Single-blocker events: 36
Multiple-blocker events: 7
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1821
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 30
Multiple-blocker events: 9
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 74
Reservations granted: 74
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4747
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5774
Total stationary ticks: 89825
Seat-event requests: 237
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 468
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 468
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 237\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:58
Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 7
Scenario seed: 8785471615939536765

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Row-zone concentration (diagnostic control): 29.57%
Blocker-prone seat share (topology component): 66.09%
Aisle-assignment balance: 97.39%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 820
Passengers seated: 230/230
Average waiting ticks: 364.77
Longest waiting passenger: P152->2F(LEFT)
Longest waiting ticks: 812

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1825
Maximum occupied tiles: 17
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 8
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1821
Maximum occupied tiles: 18
Seat events: 112
Single-blocker events: 30
Multiple-blocker events: 9
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 80
Reservations granted: 73
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8717
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9536
Total stationary ticks: 91850
Seat-event requests: 232
Failed seat-event starts: 2

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 390
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 2
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 390
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 240\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 5\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 07 | standardDataset=230/230 (100.00%) | fineZoneDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | fineZoneWorse=false | standardFamily=COMPLETE_CABIN | fineZoneFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 8
Scenario seed: -7115387114419863781

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 66.42%
Aisle-assignment balance: 96.35%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2424
Passengers seated: 261/274
Average waiting ticks: 469.82
Longest waiting passenger: P14->25H(RIGHT)
Longest waiting ticks: 2394

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 11
Cluster candidates evaluated: 32
Executable cluster candidates: 0
Rejected cluster candidates: 32
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 13
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1672
Regions dissolved: 0
Repeated reconstructions avoided: 1672
Largest region lifetime: 1673
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1673:occupied=13
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1542
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2051
Maximum occupied tiles: 12
Seat events: 132
Single-blocker events: 42
Multiple-blocker events: 11
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2120
Maximum occupied tiles: 20
Seat events: 129
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 110
Reservations granted: 106
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 9
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 14738
Longest unresolved passenger ID: 196
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 8
Longest dependency chain: P70(26G/RIGHT) -> P168(30H/RIGHT) -> P41(29H/RIGHT) -> P54(28I/RIGHT) -> P117(32H/RIGHT) -> P63(29G/RIGHT) -> P201(27H/RIGHT) -> P14(25H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 70
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 9
Total blocked ticks: 27365
Total stationary ticks: 147414
Seat-event requests: 1841
Failed seat-event starts: 1580

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 14
Critical blocker identity: P14->25H(RIGHT)
Direct fan-out: 1
Total indirect descendants: 7
Critical tree size including blocker: 8
Critical tree depth: 8
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 13
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P14(25H/RIGHT/WAITING_FOR_SEAT_EVENT)
  P201(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P63(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P117(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P54(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P41(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P168(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P70(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1564
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 26
Critical blocker unavailable yield tiles: 26
Critical blocker yield-tile occupants: 101
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1564
Rear-boundary failures: 16
Middle-bank reservation failures: 4
Active-event deferrals: 959
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[101]: P101(31E/RIGHT/MOVING_IN_AISLE@tile26) -> P256(27D/RIGHT/WAITING_AT_ROW@tile27) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P256->27D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P101{seat=31E,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=26,directBlocker=256,lastMoveTick=809,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 26
Current unavailable yield tiles: 26
Current yield-tile occupants: 101
Final row-event chain: 14|101|256
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1845\nPrecedence substitutions made: 3\nDependency chains followed: 20\nBlocked by waiting-row occupant: 20\nSubstituted events started: 5\nOccupied-space rejections: 3205\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:58
Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 8
Scenario seed: -7115387114419863781

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 66.42%
Aisle-assignment balance: 96.35%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2380
Passengers seated: 137/274
Average waiting ticks: 1097.03
Longest waiting passenger: P1->1E(RIGHT)
Longest waiting ticks: 2380

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 30
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 31
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 4533
Regions dissolved: 0
Repeated reconstructions avoided: 4533
Largest region lifetime: 2278
Maximum simultaneous active regions: 2
Regions active at termination: 2
Last lifecycle event: UPDATE:R1:age=2278:occupied=31
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 2242
State changes reopening evaluation: 28
Region priority competitions: 1801
Regions ranked: 3602
Hierarchical selections: 1801
Lower-priority evaluations deferred: 1688
Highest selected priority score: 34210
Left/right priority wins: 0/1801
Priority ties: 0
Last priority decision: LEFT:R2:score=6710 | RIGHT:R1:score=34210 | selected=RIGHT

LEFT AISLE
----------
Total moves: 2045
Maximum occupied tiles: 20
Seat events: 126
Single-blocker events: 32
Multiple-blocker events: 10
Temporary aisle reoccupations: 52

RIGHT AISLE
-----------
Total moves: 787
Maximum occupied tiles: 31
Seat events: 11
Single-blocker events: 0
Multiple-blocker events: 0
Temporary aisle reoccupations: 0

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1710
Reservations granted: 1709
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 100
Remaining moving in aisle: 34
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 76687
Longest unresolved passenger ID: 1
Longest unresolved row: 1
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 31
Longest dependency chain: P219(23I/RIGHT) -> P49(18H/RIGHT) -> P70(26G/RIGHT) -> P54(28I/RIGHT) -> P201(27H/RIGHT) -> P14(25H/RIGHT) -> P36(24H/RIGHT) -> P225(26H/RIGHT) -> P189(25G/RIGHT) -> P256(27D/RIGHT) -> P183(24E/RIGHT) -> P163(28G/RIGHT) -> P229(25E/RIGHT) -> P249(27G/RIGHT) -> P223(27I/RIGHT) -> P265(24I/RIGHT) -> P96(28H/RIGHT) -> P173(27E/RIGHT) -> P72(24D/RIGHT) -> P115(26E/RIGHT) -> P84(25I/RIGHT) -> P150(24G/RIGHT) -> P13(25F/RIGHT) -> P31(25D/RIGHT) -> P168(30H/RIGHT) -> P41(29H/RIGHT) -> P117(32H/RIGHT) -> P63(29G/RIGHT) -> P101(31E/RIGHT) -> P196(32I/RIGHT) -> P203(31I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 219
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 34
Total blocked ticks: 88949
Total stationary ticks: 381892
Seat-event requests: 4104
Failed seat-event starts: 3967

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 203
Critical blocker identity: P203->31I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 30
Critical tree size including blocker: 31
Critical tree depth: 31
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 37
Unresolved outside passengers: 100
Unresolved internal passengers outside critical tree: 6
Critical blocker tree:
P203(31I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P196(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P101(31E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P63(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P117(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P41(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P168(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P31(25D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P13(25F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P150(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P84(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P115(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P72(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P173(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P96(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P265(24I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P223(27I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P249(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P229(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P163(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P183(24E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P256(27D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P189(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P225(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P36(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P14(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P201(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P54(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P70(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                          P49(18H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                            P219(23I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 2303
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1664
Rear-boundary failures: 2303
Middle-bank reservation failures: 1
Active-event deferrals: 1100
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 4105\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 1667\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 08 | standardDataset=261/274 (95.26%) | fineZoneDataset=137/274 (50.00%) | seatedDelta=-124 | completionDelta=-45.26% | outsideDelta=+100 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | fineZoneWorse=true | standardFamily=MOVING_PASSENGER_YIELD_CHAIN | fineZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 9
Scenario seed: 2513248735799770138

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 60.53%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2747
Passengers seated: 336/342
Average waiting ticks: 569.71
Longest waiting passenger: P181->36J(RIGHT)
Longest waiting ticks: 2666

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 5
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 6
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1907
Regions dissolved: 0
Repeated reconstructions avoided: 1907
Largest region lifetime: 1908
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1908:occupied=6
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1694
State changes reopening evaluation: 4
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3132
Maximum occupied tiles: 13
Seat events: 177
Single-blocker events: 49
Multiple-blocker events: 26
Temporary aisle reoccupations: 102

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 18
Seat events: 159
Single-blocker events: 47
Multiple-blocker events: 21
Temporary aisle reoccupations: 92

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 145
Reservations granted: 145
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 5
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 9598
Longest unresolved passenger ID: 224
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 6
Longest dependency chain: P268(33J/RIGHT) -> P265(33F/RIGHT) -> P212(35J/RIGHT) -> P182(35H/RIGHT) -> P224(36E/RIGHT) -> P181(36J/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 268
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 5
Total blocked ticks: 20001
Total stationary ticks: 210186
Seat-event requests: 2056
Failed seat-event starts: 1720

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 181
Critical blocker identity: P181->36J(RIGHT)
Direct fan-out: 1
Total indirect descendants: 5
Critical tree size including blocker: 6
Critical tree depth: 6
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P181(36J/RIGHT/WAITING_FOR_SEAT_EVENT)
  P224(36E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P182(35H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P212(35J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P265(33F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P268(33J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1702
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 37|38
Critical blocker unavailable yield tiles: 37|38
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 18
Rear-boundary failures: 1702
Middle-bank reservation failures: 0
Active-event deferrals: 1016
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 37|38
Current unavailable yield tiles: 37|38
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2056\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:58
Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 9
Scenario seed: 2513248735799770138

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 60.53%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2696
Passengers seated: 183/342
Average waiting ticks: 1264.68
Longest waiting passenger: P2->21I(RIGHT)
Longest waiting ticks: 2696

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 40
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 35
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 5100
Regions dissolved: 0
Repeated reconstructions avoided: 5100
Largest region lifetime: 2581
Maximum simultaneous active regions: 2
Regions active at termination: 2
Last lifecycle event: UPDATE:R1:age=2581:occupied=35
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 2530
State changes reopening evaluation: 38
Region priority competitions: 1909
Regions ranked: 3818
Hierarchical selections: 1909
Lower-priority evaluations deferred: 1758
Highest selected priority score: 38610
Left/right priority wins: 0/1909
Priority ties: 0
Last priority decision: LEFT:R2:score=6710 | RIGHT:R1:score=38610 | selected=RIGHT

LEFT AISLE
----------
Total moves: 3128
Maximum occupied tiles: 21
Seat events: 170
Single-blocker events: 40
Multiple-blocker events: 15
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 1024
Maximum occupied tiles: 35
Seat events: 13
Single-blocker events: 3
Multiple-blocker events: 0
Temporary aisle reoccupations: 3

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2704
Reservations granted: 2704
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 117
Remaining moving in aisle: 36
Remaining waiting at row: 6
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 91918
Longest unresolved passenger ID: 2
Longest unresolved row: 21
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 35
Longest dependency chain: P95(30G/RIGHT) -> P28(31F/RIGHT) -> P183(31I/RIGHT) -> P304(28J/RIGHT) -> P84(30E/RIGHT) -> P25(26I/RIGHT) -> P220(29J/RIGHT) -> P223(26J/RIGHT) -> P90(27I/RIGHT) -> P303(26H/RIGHT) -> P201(31J/RIGHT) -> P77(27J/RIGHT) -> P325(29I/RIGHT) -> P16(29H/RIGHT) -> P158(31H/RIGHT) -> P240(27D/RIGHT) -> P161(30I/RIGHT) -> P334(28H/RIGHT) -> P1(26D/RIGHT) -> P332(27H/RIGHT) -> P10(26E/RIGHT) -> P293(30H/RIGHT) -> P222(30J/RIGHT) -> P60(31E/RIGHT) -> P29(28I/RIGHT) -> P268(33J/RIGHT) -> P265(33F/RIGHT) -> P212(35J/RIGHT) -> P339(32I/RIGHT) -> P182(35H/RIGHT) -> P224(36E/RIGHT) -> P181(36J/RIGHT) -> P156(34I/RIGHT) -> P194(36F/RIGHT) -> P74(35D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 95
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 36
Total blocked ticks: 114782
Total stationary ticks: 531501
Seat-event requests: 4524
Failed seat-event starts: 4341

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 74
Critical blocker identity: P74->35D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 34
Critical tree size including blocker: 35
Critical tree depth: 35
Frozen internal components: 6
Terminal WAITING_FOR_SEAT_EVENT nodes: 6
Unresolved internal passengers: 42
Unresolved outside passengers: 117
Unresolved internal passengers outside critical tree: 7
Critical blocker tree:
P74(35D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P194(36F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P156(34I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P181(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P224(36E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P182(35H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P339(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P212(35J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P265(33F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P268(33J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P29(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P60(31E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P222(30J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P293(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P10(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P332(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P1(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P334(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P161(30I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P240(27D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P158(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P16(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P325(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P77(27J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P201(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P303(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P90(27I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P223(26J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P220(29J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                          P25(26I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                            P84(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                              P304(28J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                                P183(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                                  P28(31F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                                    P95(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 2977
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 36|37
Critical blocker unavailable yield tiles: 37
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 4
Yield-tile occupied failures: 1769
Rear-boundary failures: 2572
Middle-bank reservation failures: 0
Active-event deferrals: 2977
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 36|37
Current unavailable yield tiles: 37
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 6
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 4524\nPrecedence substitutions made: 1\nDependency chains followed: 1761\nBlocked by waiting-row occupant: 3465\nSubstituted events started: 3\nOccupied-space rejections: 12239\nMaximum scheduling-chain depth: 3\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 09 | standardDataset=336/342 (98.25%) | fineZoneDataset=183/342 (53.51%) | seatedDelta=-153 | completionDelta=-44.74% | outsideDelta=+117 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | fineZoneWorse=true | standardFamily=REAR_BOUNDARY_LOCK | fineZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 10
Scenario seed: 6760521355587993158

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.16%
Blocker-prone seat share (topology component): 58.64%
Aisle-assignment balance: 95.06%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2621
Passengers seated: 313/324
Average waiting ticks: 563.69
Longest waiting passenger: P116->1G(LEFT)
Longest waiting ticks: 2621

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 6
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1513
Regions dissolved: 1
Repeated reconstructions avoided: 1513
Largest region lifetime: 1497
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1497:occupied=6
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1492
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2802
Maximum occupied tiles: 14
Seat events: 159
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 79

RIGHT AISLE
-----------
Total moves: 2749
Maximum occupied tiles: 14
Seat events: 154
Single-blocker events: 44
Multiple-blocker events: 18
Temporary aisle reoccupations: 84

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1636
Reservations granted: 1636
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 3
Remaining moving in aisle: 6
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 9480
Longest unresolved passenger ID: 116
Longest unresolved row: 1
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 6
Longest dependency chain: P247(4D/LEFT) -> P94(13C/LEFT) -> P21(32C/LEFT) -> P142(29C/LEFT) -> P207(36F/LEFT) -> P237(6G/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 247
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20344
Total stationary ticks: 197572
Seat-event requests: 1821
Failed seat-event starts: 1508

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 237
Critical blocker identity: P237->6G(LEFT)
Direct fan-out: 1
Total indirect descendants: 5
Critical tree size including blocker: 6
Critical tree depth: 6
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 8
Unresolved outside passengers: 3
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P237(6G/LEFT/WAITING_FOR_SEAT_EVENT)
  P207(36F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P142(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P21(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P94(13C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P247(4D/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1508
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 7|8|9
Critical blocker unavailable yield tiles: 9
Critical blocker yield-tile occupants: 135
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1508
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 711
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[135]: P135(25B/LEFT/MOVING_IN_AISLE@tile9) -> P309(10C/LEFT/WAITING_AT_ROW@tile10) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P309->10C(LEFT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P135{seat=25B,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=9,directBlocker=309,lastMoveTick=1124,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 7|8|9
Current unavailable yield tiles: 9
Current yield-tile occupants: 135
Final row-event chain: 237|135|309
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1821\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1509\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:58
Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 10
Scenario seed: 6760521355587993158

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Row-zone concentration (diagnostic control): 27.16%
Blocker-prone seat share (topology component): 58.64%
Aisle-assignment balance: 95.06%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2573
Passengers seated: 177/324
Average waiting ticks: 1157.40
Longest waiting passenger: P3->8E(LEFT)
Longest waiting ticks: 2573

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 40
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 35
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2398
Regions dissolved: 0
Repeated reconstructions avoided: 2398
Largest region lifetime: 2399
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2399:occupied=35
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 2337
State changes reopening evaluation: 39
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1324
Maximum occupied tiles: 35
Seat events: 23
Single-blocker events: 5
Multiple-blocker events: 0
Temporary aisle reoccupations: 5

RIGHT AISLE
-----------
Total moves: 2749
Maximum occupied tiles: 19
Seat events: 154
Single-blocker events: 42
Multiple-blocker events: 14
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 73
Reservations granted: 72
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 112
Remaining moving in aisle: 34
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 80373
Longest unresolved passenger ID: 3
Longest unresolved row: 8
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 35
Longest dependency chain: P13(20C/LEFT) -> P250(24D/LEFT) -> P215(24A/LEFT) -> P227(22B/LEFT) -> P162(21A/LEFT) -> P80(20B/LEFT) -> P89(24B/LEFT) -> P217(21C/LEFT) -> P142(29C/LEFT) -> P189(28B/LEFT) -> P0(27A/LEFT) -> P303(31C/LEFT) -> P136(27D/LEFT) -> P64(28C/LEFT) -> P148(28D/LEFT) -> P97(27G/LEFT) -> P73(30B/LEFT) -> P270(27F/LEFT) -> P284(28E/LEFT) -> P155(28F/LEFT) -> P269(29B/LEFT) -> P83(30G/LEFT) -> P319(27C/LEFT) -> P169(29E/LEFT) -> P138(27E/LEFT) -> P293(30C/LEFT) -> P161(30A/LEFT) -> P171(31A/LEFT) -> P115(30F/LEFT) -> P21(32C/LEFT) -> P207(36F/LEFT) -> P66(33E/LEFT) -> P258(34C/LEFT) -> P165(36C/LEFT) -> P61(35A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 13
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 34
Total blocked ticks: 91257
Total stationary ticks: 462621
Seat-event requests: 2561
Failed seat-event starts: 2384

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 61
Critical blocker identity: P61->35A(LEFT)
Direct fan-out: 1
Total indirect descendants: 34
Critical tree size including blocker: 35
Critical tree depth: 35
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 35
Unresolved outside passengers: 112
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P61(35A/LEFT/WAITING_FOR_SEAT_EVENT)
  P165(36C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P258(34C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P66(33E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P207(36F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P21(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P115(30F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P171(31A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P161(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P293(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P138(27E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P169(29E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P319(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P83(30G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P269(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P155(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P284(28E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P270(27F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P73(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P97(27G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P148(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P64(28C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P136(27D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P303(31C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                P0(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P189(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P142(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P217(21C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P89(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                          P80(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                            P162(21A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                              P227(22B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                                P215(24A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                                  P250(24D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                                    P13(20C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 2382
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 36|37
Critical blocker unavailable yield tiles: 37
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 2
Rear-boundary failures: 2382
Middle-bank reservation failures: 1
Active-event deferrals: 333
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 36|37
Current unavailable yield tiles: 37
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2562\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 5\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 10 | standardDataset=313/324 (96.60%) | fineZoneDataset=177/324 (54.63%) | seatedDelta=-136 | completionDelta=-41.98% | outsideDelta=+109 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | fineZoneWorse=true | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | fineZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 11
Scenario seed: -3910830842071671204

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.46%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 97.37%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 826
Passengers seated: 228/228
Average waiting ticks: 372.48
Longest waiting passenger: P57->19C(RIGHT)
Longest waiting ticks: 767

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 34
Regions dissolved: 2
Repeated reconstructions avoided: 34
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=23
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 14
Seat events: 111
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 53

RIGHT AISLE
-----------
Total moves: 1687
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 31
Multiple-blocker events: 12
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4263
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5329
Total stationary ticks: 88475
Seat-event requests: 241
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 542
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 542
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:58
Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 11
Scenario seed: -3910830842071671204

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Row-zone concentration (diagnostic control): 32.46%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 97.37%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 815
Passengers seated: 228/228
Average waiting ticks: 368.04
Longest waiting passenger: P70->1G(RIGHT)
Longest waiting ticks: 808

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 11
Regions dissolved: 1
Repeated reconstructions avoided: 11
Largest region lifetime: 12
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=12
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 15
Seat events: 111
Single-blocker events: 28
Multiple-blocker events: 10
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1687
Maximum occupied tiles: 17
Seat events: 117
Single-blocker events: 33
Multiple-blocker events: 12
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 126
Reservations granted: 114
Reservations denied/waited: 12
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7758
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8531
Total stationary ticks: 90817
Seat-event requests: 232
Failed seat-event starts: 4

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 408
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 3
Rear-boundary failures: 1
Middle-bank reservation failures: 12
Active-event deferrals: 408
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 6\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 6\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 11 | standardDataset=228/228 (100.00%) | fineZoneDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | fineZoneWorse=false | standardFamily=COMPLETE_CABIN | fineZoneFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 12
Scenario seed: -8564445638714048905

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.74%
Blocker-prone seat share (topology component): 66.52%
Aisle-assignment balance: 97.39%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 848
Passengers seated: 230/230
Average waiting ticks: 377.54
Longest waiting passenger: P151->27E(LEFT)
Longest waiting ticks: 774

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles15-19:occupied=4:anchor=P77:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 11
Regions dissolved: 1
Repeated reconstructions avoided: 11
Largest region lifetime: 12
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=12
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1785
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 38
Multiple-blocker events: 9
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1656
Maximum occupied tiles: 13
Seat events: 112
Single-blocker events: 27
Multiple-blocker events: 11
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 86
Reservations granted: 81
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4207
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5411
Total stationary ticks: 90371
Seat-event requests: 241
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 630
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 630
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:58
Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 12
Scenario seed: -8564445638714048905

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Row-zone concentration (diagnostic control): 31.74%
Blocker-prone seat share (topology component): 66.52%
Aisle-assignment balance: 97.39%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2279
Passengers seated: 117/230
Average waiting ticks: 1005.87
Longest waiting passenger: P0->12A(LEFT)
Longest waiting ticks: 2279

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 29
Cluster candidates evaluated: 29
Executable cluster candidates: 0
Rejected cluster candidates: 29
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 32
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2207
Regions dissolved: 0
Repeated reconstructions avoided: 2207
Largest region lifetime: 2208
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2208:occupied=32
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 2177
State changes reopening evaluation: 28
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 641
Maximum occupied tiles: 32
Seat events: 5
Single-blocker events: 0
Multiple-blocker events: 0
Temporary aisle reoccupations: 0

RIGHT AISLE
-----------
Total moves: 1656
Maximum occupied tiles: 16
Seat events: 112
Single-blocker events: 27
Multiple-blocker events: 8
Temporary aisle reoccupations: 43

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 44
Reservations granted: 44
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 81
Remaining moving in aisle: 30
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 65909
Longest unresolved passenger ID: 0
Longest unresolved row: 12
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 31
Longest dependency chain: P142(22C/LEFT) -> P204(23A/LEFT) -> P49(23C/LEFT) -> P145(21B/LEFT) -> P18(21F/LEFT) -> P151(27E/LEFT) -> P191(28A/LEFT) -> P72(25D/LEFT) -> P122(24A/LEFT) -> P44(28F/LEFT) -> P1(28E/LEFT) -> P154(26C/LEFT) -> P157(26E/LEFT) -> P47(24D/LEFT) -> P17(25A/LEFT) -> P59(26A/LEFT) -> P5(27A/LEFT) -> P167(25B/LEFT) -> P100(28D/LEFT) -> P113(27D/LEFT) -> P227(24C/LEFT) -> P124(28C/LEFT) -> P180(27B/LEFT) -> P70(25C/LEFT) -> P76(28B/LEFT) -> P125(31C/LEFT) -> P149(29B/LEFT) -> P177(30A/LEFT) -> P89(30B/LEFT) -> P75(32B/LEFT) -> P128(31A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 142
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 30
Total blocked ticks: 74673
Total stationary ticks: 300850
Seat-event requests: 2327
Failed seat-event starts: 2210

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 128
Critical blocker identity: P128->31A(LEFT)
Direct fan-out: 1
Total indirect descendants: 30
Critical tree size including blocker: 31
Critical tree depth: 31
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 32
Unresolved outside passengers: 81
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P128(31A/LEFT/WAITING_FOR_SEAT_EVENT)
  P75(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P89(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P177(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P149(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P125(31C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P76(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P70(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P180(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P124(28C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P227(24C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P113(27D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P100(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P167(25B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P5(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P59(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P17(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P47(24D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P157(26E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P154(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P1(28E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P44(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P122(24A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P72(25D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                P191(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P151(27E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P18(21F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P145(21B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P49(23C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                          P204(23A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                            P142(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 2209
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 32
Critical blocker unavailable yield tiles: 32
Critical blocker yield-tile occupants: 162
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 2209
Rear-boundary failures: 1
Middle-bank reservation failures: 0
Active-event deferrals: 173
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: REAR_BOUNDARY_LOCK
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[162]: P162(32F/LEFT/WAITING_AT_ROW@tile32) -> [REAR_BOUNDARY_LOCK]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P162->32F(LEFT)
Terminal condition: REAR_BOUNDARY_LOCK
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P162{seat=32F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=32,directBlocker=-1,lastMoveTick=69,reason=WAITING_FOR_SEAT_EVENT,prerequisite=INSUFFICIENT_REAR_YIELD_SPACE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 32
Current unavailable yield tiles: 32
Current yield-tile occupants: 162
Final row-event chain: 128|162
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2327\nPrecedence substitutions made: 1\nDependency chains followed: 2210\nBlocked by waiting-row occupant: 2210\nSubstituted events started: 2\nOccupied-space rejections: 2210\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 12 | standardDataset=230/230 (100.00%) | fineZoneDataset=117/230 (50.87%) | seatedDelta=-113 | completionDelta=-49.13% | outsideDelta=+81 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | fineZoneWorse=true | standardFamily=COMPLETE_CABIN | fineZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 13
Scenario seed: 4929591724010135573

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.81%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 83.33%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 798
Passengers seated: 192/192
Average waiting ticks: 316.35
Longest waiting passenger: P18->26G(RIGHT)
Longest waiting ticks: 761

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 69
Regions dissolved: 3
Repeated reconstructions avoided: 69
Largest region lifetime: 33
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=33
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1185
Maximum occupied tiles: 10
Seat events: 80
Single-blocker events: 13
Multiple-blocker events: 3
Temporary aisle reoccupations: 20

RIGHT AISLE
-----------
Total moves: 1642
Maximum occupied tiles: 14
Seat events: 112
Single-blocker events: 22
Multiple-blocker events: 14
Temporary aisle reoccupations: 54

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 107
Reservations granted: 107
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3556
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4766
Total stationary ticks: 63921
Seat-event requests: 206
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 555
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 555
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 204\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:58
Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 13
Scenario seed: 4929591724010135573

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Row-zone concentration (diagnostic control): 32.81%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 83.33%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 774
Passengers seated: 192/192
Average waiting ticks: 309.08
Longest waiting passenger: P48->4G(RIGHT)
Longest waiting ticks: 764

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1185
Maximum occupied tiles: 16
Seat events: 80
Single-blocker events: 10
Multiple-blocker events: 2
Temporary aisle reoccupations: 14

RIGHT AISLE
-----------
Total moves: 1642
Maximum occupied tiles: 17
Seat events: 112
Single-blocker events: 24
Multiple-blocker events: 16
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 99
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6691
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7289
Total stationary ticks: 65346
Seat-event requests: 193
Failed seat-event starts: 1

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 314
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 314
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 196\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 3\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 13 | standardDataset=192/192 (100.00%) | fineZoneDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | fineZoneWorse=false | standardFamily=COMPLETE_CABIN | fineZoneFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 14
Scenario seed: 3228406174340182216

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 59.88%
Aisle-assignment balance: 95.68%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1193
Passengers seated: 324/324
Average waiting ticks: 538.87
Longest waiting passenger: P59->13J(RIGHT)
Longest waiting ticks: 1139

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles9-12:occupied=3:anchor=P318:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2649
Maximum occupied tiles: 14
Seat events: 155
Single-blocker events: 39
Multiple-blocker events: 22
Temporary aisle reoccupations: 86

RIGHT AISLE
-----------
Total moves: 3023
Maximum occupied tiles: 12
Seat events: 169
Single-blocker events: 44
Multiple-blocker events: 24
Temporary aisle reoccupations: 94

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 143
Reservations granted: 139
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7096
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8879
Total stationary ticks: 180812
Seat-event requests: 344
Failed seat-event starts: 20

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 840
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 20
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 840
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 347\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:58
Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 14
Scenario seed: 3228406174340182216

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 59.88%
Aisle-assignment balance: 95.68%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2581
Passengers seated: 174/324
Average waiting ticks: 1205.34
Longest waiting passenger: P0->23J(RIGHT)
Longest waiting ticks: 2581

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 33
Cluster candidates evaluated: 96
Executable cluster candidates: 0
Rejected cluster candidates: 96
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 35
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2414
Regions dissolved: 0
Repeated reconstructions avoided: 2414
Largest region lifetime: 2415
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2415:occupied=35
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 2374
State changes reopening evaluation: 32
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2649
Maximum occupied tiles: 19
Seat events: 155
Single-blocker events: 41
Multiple-blocker events: 14
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 1222
Maximum occupied tiles: 35
Seat events: 19
Single-blocker events: 2
Multiple-blocker events: 0
Temporary aisle reoccupations: 2

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 70
Reservations granted: 68
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 115
Remaining moving in aisle: 31
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 74337
Longest unresolved passenger ID: 0
Longest unresolved row: 23
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 28
Longest dependency chain: P230(25J/RIGHT) -> P129(21F/RIGHT) -> P49(24H/RIGHT) -> P28(23E/RIGHT) -> P237(27F/RIGHT) -> P258(31G/RIGHT) -> P80(28F/RIGHT) -> P277(29J/RIGHT) -> P26(31J/RIGHT) -> P17(26E/RIGHT) -> P270(27E/RIGHT) -> P260(29H/RIGHT) -> P3(27J/RIGHT) -> P185(26J/RIGHT) -> P98(30J/RIGHT) -> P34(27D/RIGHT) -> P101(29F/RIGHT) -> P152(27I/RIGHT) -> P146(29I/RIGHT) -> P206(31I/RIGHT) -> P90(28I/RIGHT) -> P147(28G/RIGHT) -> P284(27G/RIGHT) -> P6(30H/RIGHT) -> P88(30D/RIGHT) -> P289(30I/RIGHT) -> P266(31D/RIGHT) -> P104(28J/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 230
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 31
Total blocked ticks: 92054
Total stationary ticks: 471739
Seat-event requests: 2590
Failed seat-event starts: 2416

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 104
Critical blocker identity: P104->28J(RIGHT)
Direct fan-out: 1
Total indirect descendants: 27
Critical tree size including blocker: 28
Critical tree depth: 28
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 35
Unresolved outside passengers: 115
Unresolved internal passengers outside critical tree: 7
Critical blocker tree:
P104(28J/RIGHT/WAITING_FOR_SEAT_EVENT)
  P266(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P289(30I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P88(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P6(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P284(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P147(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P90(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P206(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P146(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P152(27I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P101(29F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P34(27D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P98(30J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P185(26J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P3(27J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P260(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P270(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P17(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P26(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P277(29J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P80(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P258(31G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P237(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P28(23E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P49(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P129(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P230(25J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 2415
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 29
Critical blocker unavailable yield tiles: 29
Critical blocker yield-tile occupants: 103
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 3
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 2415
Rear-boundary failures: 1
Middle-bank reservation failures: 2
Active-event deferrals: 306
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 5
Yield-occupant trace: yieldOccupant[103]: P103(31H/RIGHT/MOVING_IN_AISLE@tile29) -> P99(35H/RIGHT/MOVING_IN_AISLE@tile30) -> P71(32D/RIGHT/MOVING_IN_AISLE@tile31) -> P291(34I/RIGHT/MOVING_IN_AISLE@tile32) -> P47(33J/RIGHT/WAITING_AT_ROW@tile33) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P47->33J(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P103{seat=31H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=29,directBlocker=99,lastMoveTick=176,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 29
Current unavailable yield tiles: 29
Current yield-tile occupants: 103
Final row-event chain: 104|103|99|71|291|47
Final row-event chain length: 6
Distinct row events in chain: 6
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2592\nPrecedence substitutions made: 4\nDependency chains followed: 13\nBlocked by waiting-row occupant: 21\nSubstituted events started: 4\nOccupied-space rejections: 4906\nMaximum scheduling-chain depth: 3\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 14 | standardDataset=324/324 (100.00%) | fineZoneDataset=174/324 (53.70%) | seatedDelta=-150 | completionDelta=-46.30% | outsideDelta=+115 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | fineZoneWorse=true | standardFamily=COMPLETE_CABIN | fineZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 15
Scenario seed: 4839110658128786922

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 75.44%
Aisle-assignment balance: 98.25%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2317
Passengers seated: 125/228
Average waiting ticks: 1211.29
Longest waiting passenger: P3->28F(LEFT)
Longest waiting ticks: 2317

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 128
Maximum occupied tiles: 6
Seat events: 9
Single-blocker events: 0
Multiple-blocker events: 0
Temporary aisle reoccupations: 0

RIGHT AISLE
-----------
Total moves: 1692
Maximum occupied tiles: 10
Seat events: 116
Single-blocker events: 35
Multiple-blocker events: 2
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2308
Reservations granted: 2308
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 97
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 7020
Longest unresolved passenger ID: 3
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P40(4B/LEFT) -> P4(2F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 40
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 16066
Total stationary ticks: 284642
Seat-event requests: 2372
Failed seat-event starts: 2247

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 4
Critical blocker identity: P4->2F(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 97
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P4(2F/LEFT/WAITING_FOR_SEAT_EVENT)
  P40(4B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 2247
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 3|4|5
Critical blocker unavailable yield tiles: 5
Critical blocker yield-tile occupants: 87
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 2247
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 236
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[87]: P87(20A/LEFT/MOVING_IN_AISLE@tile5) -> P32(6B/LEFT/WAITING_AT_ROW@tile6) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P32->6B(LEFT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P87{seat=20A,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=5,directBlocker=32,lastMoveTick=72,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 3|4|5
Current unavailable yield tiles: 5
Current yield-tile occupants: 87
Final row-event chain: 4|87|32
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2372\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 2248\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:58
Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 15
Scenario seed: 4839110658128786922

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 75.44%
Aisle-assignment balance: 98.25%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 813
Passengers seated: 228/228
Average waiting ticks: 369.22
Longest waiting passenger: P160->5H(RIGHT)
Longest waiting ticks: 801

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1636
Maximum occupied tiles: 17
Seat events: 112
Single-blocker events: 22
Multiple-blocker events: 10
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1692
Maximum occupied tiles: 15
Seat events: 116
Single-blocker events: 41
Multiple-blocker events: 6
Temporary aisle reoccupations: 54

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 136
Reservations granted: 117
Reservations denied/waited: 19
Simultaneous opposite-aisle conflicts: 2

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7886
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8601
Total stationary ticks: 91209
Seat-event requests: 233
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 367
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 2
Rear-boundary failures: 3
Middle-bank reservation failures: 19
Active-event deferrals: 367
Simultaneous arbitration losses: 2

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 254\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 15 | standardDataset=125/228 (54.82%) | fineZoneDataset=228/228 (100.00%) | seatedDelta=+103 | completionDelta=+45.18% | outsideDelta=-97 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | fineZoneWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | fineZoneFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 16
Scenario seed: 4929109313885050458

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.81%
Blocker-prone seat share (topology component): 71.88%
Aisle-assignment balance: 94.79%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2064
Passengers seated: 146/192
Average waiting ticks: 548.65
Longest waiting passenger: P14->15E(LEFT)
Longest waiting ticks: 2064

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 11
Cluster candidates evaluated: 6
Executable cluster candidates: 1
Rejected cluster candidates: 5
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 11
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 3118
Regions dissolved: 1
Repeated reconstructions avoided: 3118
Largest region lifetime: 1588
Maximum simultaneous active regions: 2
Regions active at termination: 2
Last lifecycle event: TRACK:R3:age=1517:localMembers=3
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1575
State changes reopening evaluation: 9
Region priority competitions: 1506
Regions ranked: 3012
Hierarchical selections: 1506
Lower-priority evaluations deferred: 6
Highest selected priority score: 12210
Left/right priority wins: 1506/0
Priority ties: 0
Last priority decision: LEFT:R2:score=12210 | RIGHT:R3:score=3310 | selected=LEFT

LEFT AISLE
----------
Total moves: 999
Maximum occupied tiles: 14
Seat events: 66
Single-blocker events: 15
Multiple-blocker events: 3
Temporary aisle reoccupations: 21

RIGHT AISLE
-----------
Total moves: 1210
Maximum occupied tiles: 12
Seat events: 80
Single-blocker events: 15
Multiple-blocker events: 5
Temporary aisle reoccupations: 26

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1686
Reservations granted: 1686
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 1498

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 24
Remaining moving in aisle: 15
Remaining waiting at row: 7
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 23647
Longest unresolved passenger ID: 14
Longest unresolved row: 15
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 7
Longest dependency chain: P64(28F/LEFT) -> P25(17A/LEFT) -> P130(17C/LEFT) -> P124(10A/LEFT) -> P57(19F/LEFT) -> P97(26D/LEFT) -> P119(11F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 64
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 15
Total blocked ticks: 37504
Total stationary ticks: 130890
Seat-event requests: 1763
Failed seat-event starts: 1617

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 119
Critical blocker identity: P119->11F(LEFT)
Direct fan-out: 1
Total indirect descendants: 6
Critical tree size including blocker: 7
Critical tree depth: 7
Frozen internal components: 7
Terminal WAITING_FOR_SEAT_EVENT nodes: 7
Unresolved internal passengers: 22
Unresolved outside passengers: 24
Unresolved internal passengers outside critical tree: 15
Critical blocker tree:
P119(11F/LEFT/WAITING_FOR_SEAT_EVENT)
  P97(26D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P57(19F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P124(10A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P130(17C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P25(17A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P64(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1601
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 12|13|14
Critical blocker unavailable yield tiles: 14
Critical blocker yield-tile occupants: 82
Waiting-row passengers with zero blockers: 4
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1601
Rear-boundary failures: 16
Middle-bank reservation failures: 0
Active-event deferrals: 357
Simultaneous arbitration losses: 1498

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[82]: P82(17E/LEFT/MOVING_IN_AISLE@tile14) -> P59(15A/LEFT/WAITING_AT_ROW@tile15) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P59->15A(LEFT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P82{seat=17E,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=14,directBlocker=59,lastMoveTick=476,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 12|13|14
Current unavailable yield tiles: 14
Current yield-tile occupants: 82
Final row-event chain: 119|82|59
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3260\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 2\nOccupied-space rejections: 1607\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:58
Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 16
Scenario seed: 4929109313885050458

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Row-zone concentration (diagnostic control): 32.81%
Blocker-prone seat share (topology component): 71.88%
Aisle-assignment balance: 94.79%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 700
Passengers seated: 192/192
Average waiting ticks: 307.88
Longest waiting passenger: P41->1E(LEFT)
Longest waiting ticks: 688

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1406
Maximum occupied tiles: 16
Seat events: 101
Single-blocker events: 25
Multiple-blocker events: 15
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1311
Maximum occupied tiles: 17
Seat events: 91
Single-blocker events: 23
Multiple-blocker events: 6
Temporary aisle reoccupations: 35

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 108
Reservations granted: 104
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 3

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6473
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7043
Total stationary ticks: 64862
Seat-event requests: 196
Failed seat-event starts: 4

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 282
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 3
Rear-boundary failures: 1
Middle-bank reservation failures: 4
Active-event deferrals: 282
Simultaneous arbitration losses: 3

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 203\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 16 | standardDataset=146/192 (76.04%) | fineZoneDataset=192/192 (100.00%) | seatedDelta=+46 | completionDelta=+23.96% | outsideDelta=-24 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | fineZoneWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | fineZoneFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 17
Scenario seed: 1277757269713853485

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.66%
Blocker-prone seat share (topology component): 67.95%
Aisle-assignment balance: 98.07%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 924
Passengers seated: 259/259
Average waiting ticks: 422.95
Longest waiting passenger: P156->9C(LEFT)
Longest waiting ticks: 875

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles11-14:occupied=3:anchor=P115:selected=P188:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1971
Maximum occupied tiles: 12
Seat events: 132
Single-blocker events: 39
Multiple-blocker events: 14
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2010
Maximum occupied tiles: 11
Seat events: 127
Single-blocker events: 40
Multiple-blocker events: 9
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 86
Reservations granted: 86
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5083
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6153
Total stationary ticks: 113801
Seat-event requests: 274
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 517
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 517
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 273\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:58
Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 17
Scenario seed: 1277757269713853485

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Row-zone concentration (diagnostic control): 31.66%
Blocker-prone seat share (topology component): 67.95%
Aisle-assignment balance: 98.07%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 917
Passengers seated: 259/259
Average waiting ticks: 415.34
Longest waiting passenger: P206->7A(LEFT)
Longest waiting ticks: 898

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1971
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 36
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2010
Maximum occupied tiles: 17
Seat events: 127
Single-blocker events: 41
Multiple-blocker events: 10
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 87
Reservations granted: 86
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 9442
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 10229
Total stationary ticks: 115998
Seat-event requests: 263
Failed seat-event starts: 4

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 446
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 3
Rear-boundary failures: 1
Middle-bank reservation failures: 1
Active-event deferrals: 446
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 264\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 17 | standardDataset=259/259 (100.00%) | fineZoneDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | fineZoneWorse=false | standardFamily=COMPLETE_CABIN | fineZoneFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 18
Scenario seed: 2589570060429975166

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.09%
Blocker-prone seat share (topology component): 59.57%
Aisle-assignment balance: 96.91%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2632
Passengers seated: 280/324
Average waiting ticks: 727.20
Longest waiting passenger: P5->4F(RIGHT)
Longest waiting ticks: 2632

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 5
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 7
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1766
Regions dissolved: 0
Repeated reconstructions avoided: 1766
Largest region lifetime: 1767
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1767:occupied=7
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1756
State changes reopening evaluation: 4
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2855
Maximum occupied tiles: 13
Seat events: 157
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 82

RIGHT AISLE
-----------
Total moves: 2015
Maximum occupied tiles: 13
Seat events: 123
Single-blocker events: 32
Multiple-blocker events: 5
Temporary aisle reoccupations: 43

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1873
Reservations granted: 1873
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 34
Remaining moving in aisle: 7
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 12889
Longest unresolved passenger ID: 5
Longest unresolved row: 4
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 7
Longest dependency chain: P258(5F/RIGHT) -> P92(5H/RIGHT) -> P253(7H/RIGHT) -> P60(29I/RIGHT) -> P63(22I/RIGHT) -> P130(17F/RIGHT) -> P215(7D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 258
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 7
Total blocked ticks: 25140
Total stationary ticks: 253135
Seat-event requests: 2049
Failed seat-event starts: 1769

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 215
Critical blocker identity: P215->7D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 6
Critical tree size including blocker: 7
Critical tree depth: 7
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 10
Unresolved outside passengers: 34
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P215(7D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P130(17F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P63(22I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P60(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P253(7H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P92(5H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P258(5F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1769
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 8|9|10
Critical blocker unavailable yield tiles: 10
Critical blocker yield-tile occupants: 227
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1769
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 810
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[227]: P227(33I/RIGHT/MOVING_IN_AISLE@tile10) -> P323(11E/RIGHT/WAITING_AT_ROW@tile11) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P323->11E(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P227{seat=33I,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=10,directBlocker=323,lastMoveTick=865,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 8|9|10
Current unavailable yield tiles: 10
Current yield-tile occupants: 227
Final row-event chain: 215|227|323
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2049\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1770\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:58
Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 18
Scenario seed: 2589570060429975166

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Row-zone concentration (diagnostic control): 28.09%
Blocker-prone seat share (topology component): 59.57%
Aisle-assignment balance: 96.91%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1156
Passengers seated: 324/324
Average waiting ticks: 535.42
Longest waiting passenger: P21->1D(RIGHT)
Longest waiting ticks: 1153

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2855
Maximum occupied tiles: 20
Seat events: 157
Single-blocker events: 46
Multiple-blocker events: 21
Temporary aisle reoccupations: 89

RIGHT AISLE
-----------
Total moves: 2699
Maximum occupied tiles: 20
Seat events: 167
Single-blocker events: 43
Multiple-blocker events: 19
Temporary aisle reoccupations: 86

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 140
Reservations granted: 135
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 12948
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 14030
Total stationary ticks: 185192
Seat-event requests: 330
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 567
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 567
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 335\nPrecedence substitutions made: 10\nDependency chains followed: 10\nBlocked by waiting-row occupant: 10\nSubstituted events started: 13\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 18 | standardDataset=280/324 (86.42%) | fineZoneDataset=324/324 (100.00%) | seatedDelta=+44 | completionDelta=+13.58% | outsideDelta=-34 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | fineZoneWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | fineZoneFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 19
Scenario seed: 7921364447713280076

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.05%
Blocker-prone seat share (topology component): 65.64%
Aisle-assignment balance: 99.61%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 925
Passengers seated: 259/259
Average waiting ticks: 433.42
Longest waiting passenger: P88->23F(LEFT)
Longest waiting ticks: 873

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 2
Cluster candidates evaluated: 3
Executable cluster candidates: 3
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: RIGHT:tiles16-20:occupied=4:anchor=P82:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 16
Regions dissolved: 1
Repeated reconstructions avoided: 16
Largest region lifetime: 17
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=17
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1867
Maximum occupied tiles: 12
Seat events: 130
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2010
Maximum occupied tiles: 12
Seat events: 129
Single-blocker events: 32
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 94
Reservations granted: 92
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4592
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5904
Total stationary ticks: 116057
Seat-event requests: 273
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 695
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 695
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 273\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:58
Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 19
Scenario seed: 7921364447713280076

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Row-zone concentration (diagnostic control): 32.05%
Blocker-prone seat share (topology component): 65.64%
Aisle-assignment balance: 99.61%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 907
Passengers seated: 259/259
Average waiting ticks: 427.53
Longest waiting passenger: P195->3A(LEFT)
Longest waiting ticks: 897

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1867
Maximum occupied tiles: 17
Seat events: 130
Single-blocker events: 33
Multiple-blocker events: 11
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2010
Maximum occupied tiles: 18
Seat events: 129
Single-blocker events: 33
Multiple-blocker events: 15
Temporary aisle reoccupations: 63

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 91
Reservations granted: 91
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8848
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9488
Total stationary ticks: 118507
Seat-event requests: 262
Failed seat-event starts: 3

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 387
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 2
Rear-boundary failures: 1
Middle-bank reservation failures: 0
Active-event deferrals: 387
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 8\nDependency chains followed: 8\nBlocked by waiting-row occupant: 8\nSubstituted events started: 9\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 19 | standardDataset=259/259 (100.00%) | fineZoneDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | fineZoneWorse=false | standardFamily=COMPLETE_CABIN | fineZoneFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 20
Scenario seed: 438214398072004667

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.29%
Blocker-prone seat share (topology component): 66.79%
Aisle-assignment balance: 99.27%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 988
Passengers seated: 274/274
Average waiting ticks: 451.89
Longest waiting passenger: P47->31I(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles10-12:occupied=3:anchor=P44:selected=P49:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2003
Maximum occupied tiles: 13
Seat events: 136
Single-blocker events: 39
Multiple-blocker events: 11
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 2268
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 12
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 93
Reservations granted: 93
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5401
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6753
Total stationary ticks: 128414
Seat-event requests: 285
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 682
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 682
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 284\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:58
Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 20
Scenario seed: 438214398072004667

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Row-zone concentration (diagnostic control): 30.29%
Blocker-prone seat share (topology component): 66.79%
Aisle-assignment balance: 99.27%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 960
Passengers seated: 274/274
Average waiting ticks: 445.02
Longest waiting passenger: P250->2G(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2003
Maximum occupied tiles: 17
Seat events: 136
Single-blocker events: 36
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 2268
Maximum occupied tiles: 17
Seat events: 138
Single-blocker events: 38
Multiple-blocker events: 14
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 94
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 10084
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 10901
Total stationary ticks: 130976
Seat-event requests: 278
Failed seat-event starts: 4

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 439
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 4
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 439
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 283\nPrecedence substitutions made: 8\nDependency chains followed: 8\nBlocked by waiting-row occupant: 9\nSubstituted events started: 8\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 20 | standardDataset=274/274 (100.00%) | fineZoneDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | fineZoneWorse=false | standardFamily=COMPLETE_CABIN | fineZoneFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 21
Scenario seed: 1344443307191741596

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.43%
Blocker-prone seat share (topology component): 57.19%
Aisle-assignment balance: 98.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1095
Passengers seated: 306/306
Average waiting ticks: 501.83
Longest waiting passenger: P88->7E(RIGHT)
Longest waiting ticks: 1046

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 27
Regions dissolved: 2
Repeated reconstructions avoided: 27
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2671
Maximum occupied tiles: 12
Seat events: 150
Single-blocker events: 46
Multiple-blocker events: 13
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2736
Maximum occupied tiles: 13
Seat events: 156
Single-blocker events: 35
Multiple-blocker events: 21
Temporary aisle reoccupations: 78

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 126
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6828
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8263
Total stationary ticks: 159467
Seat-event requests: 323
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 694
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 694
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 326\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:58
Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 21
Scenario seed: 1344443307191741596

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Row-zone concentration (diagnostic control): 28.43%
Blocker-prone seat share (topology component): 57.19%
Aisle-assignment balance: 98.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2586
Passengers seated: 177/306
Average waiting ticks: 1088.24
Longest waiting passenger: P0->19E(LEFT)
Longest waiting ticks: 2586

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 33
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 34
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2412
Regions dissolved: 0
Repeated reconstructions avoided: 2412
Largest region lifetime: 2413
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2413:occupied=34
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 2368
State changes reopening evaluation: 32
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1250
Maximum occupied tiles: 34
Seat events: 21
Single-blocker events: 3
Multiple-blocker events: 1
Temporary aisle reoccupations: 5

RIGHT AISLE
-----------
Total moves: 2736
Maximum occupied tiles: 19
Seat events: 156
Single-blocker events: 31
Multiple-blocker events: 14
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2476
Reservations granted: 2476
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 95
Remaining moving in aisle: 33
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 78903
Longest unresolved passenger ID: 0
Longest unresolved row: 19
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 34
Longest dependency chain: P286(25C/LEFT) -> P113(24D/LEFT) -> P299(24C/LEFT) -> P278(21A/LEFT) -> P101(23C/LEFT) -> P163(24A/LEFT) -> P259(25B/LEFT) -> P13(21B/LEFT) -> P226(24G/LEFT) -> P302(31A/LEFT) -> P100(26C/LEFT) -> P31(26F/LEFT) -> P145(27B/LEFT) -> P70(31E/LEFT) -> P298(28C/LEFT) -> P122(29A/LEFT) -> P92(30A/LEFT) -> P52(27C/LEFT) -> P201(31B/LEFT) -> P8(30G/LEFT) -> P132(31C/LEFT) -> P80(26B/LEFT) -> P90(27G/LEFT) -> P140(29B/LEFT) -> P196(26A/LEFT) -> P5(28A/LEFT) -> P42(29C/LEFT) -> P22(30F/LEFT) -> P296(30C/LEFT) -> P169(32A/LEFT) -> P193(35D/LEFT) -> P214(35C/LEFT) -> P251(35E/LEFT) -> P28(34G/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 286
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 33
Total blocked ticks: 89670
Total stationary ticks: 419111
Seat-event requests: 2583
Failed seat-event starts: 2406

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 28
Critical blocker identity: P28->34G(LEFT)
Direct fan-out: 1
Total indirect descendants: 33
Critical tree size including blocker: 34
Critical tree depth: 34
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 34
Unresolved outside passengers: 95
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P28(34G/LEFT/WAITING_FOR_SEAT_EVENT)
  P251(35E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P214(35C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P193(35D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P169(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P296(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P22(30F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P42(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P5(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P196(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P140(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P90(27G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P80(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P132(31C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P8(30G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P201(31B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P52(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P92(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P122(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P298(28C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P70(31E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P145(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P31(26F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P100(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                P302(31A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P226(24G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P13(21B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P259(25B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P163(24A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                          P101(23C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                            P278(21A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                              P299(24C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                                P113(24D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                                  P286(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 2404
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 35|36|37
Critical blocker unavailable yield tiles: 37
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 2
Rear-boundary failures: 2404
Middle-bank reservation failures: 0
Active-event deferrals: 270
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 35|36|37
Current unavailable yield tiles: 37
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2583\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 7\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 21 | standardDataset=306/306 (100.00%) | fineZoneDataset=177/306 (57.84%) | seatedDelta=-129 | completionDelta=-42.16% | outsideDelta=+95 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | fineZoneWorse=true | standardFamily=COMPLETE_CABIN | fineZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 22
Scenario seed: 4470446995689889828

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.08%
Blocker-prone seat share (topology component): 59.72%
Aisle-assignment balance: 94.44%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1069
Passengers seated: 288/288
Average waiting ticks: 475.84
Longest waiting passenger: P92->6I(RIGHT)
Longest waiting ticks: 1014

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 28
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=28
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2324
Maximum occupied tiles: 13
Seat events: 136
Single-blocker events: 33
Multiple-blocker events: 15
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 2651
Maximum occupied tiles: 14
Seat events: 152
Single-blocker events: 36
Multiple-blocker events: 20
Temporary aisle reoccupations: 78

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 133
Reservations granted: 133
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6106
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7484
Total stationary ticks: 142197
Seat-event requests: 313
Failed seat-event starts: 25

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 731
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 25
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 731
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 312\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 26\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:58
Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 22
Scenario seed: 4470446995689889828

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Row-zone concentration (diagnostic control): 27.08%
Blocker-prone seat share (topology component): 59.72%
Aisle-assignment balance: 94.44%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1059
Passengers seated: 288/288
Average waiting ticks: 466.87
Longest waiting passenger: P66->6D(RIGHT)
Longest waiting ticks: 1041

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 3
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 2
Last cluster decision: LEFT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 78
Regions dissolved: 4
Repeated reconstructions avoided: 78
Largest region lifetime: 28
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=16
Confirmation deferral ticks: 5
Regions reaching confirmation: 3
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2324
Maximum occupied tiles: 19
Seat events: 136
Single-blocker events: 34
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2651
Maximum occupied tiles: 22
Seat events: 152
Single-blocker events: 34
Multiple-blocker events: 24
Temporary aisle reoccupations: 88

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 128
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 11962
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 13104
Total stationary ticks: 145473
Seat-event requests: 304
Failed seat-event starts: 16

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 535
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 16
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 535
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 310\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 11\nOccupied-space rejections: 26\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 22 | standardDataset=288/288 (100.00%) | fineZoneDataset=288/288 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | fineZoneWorse=false | standardFamily=COMPLETE_CABIN | fineZoneFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 23
Scenario seed: -5253404478737881774

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 75.88%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 808
Passengers seated: 228/228
Average waiting ticks: 370.20
Longest waiting passenger: P75->7H(RIGHT)
Longest waiting ticks: 772

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1701
Maximum occupied tiles: 12
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 1624
Maximum occupied tiles: 12
Seat events: 114
Single-blocker events: 25
Multiple-blocker events: 13
Temporary aisle reoccupations: 54

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 119
Reservations granted: 119
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4300
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5322
Total stationary ticks: 87936
Seat-event requests: 235
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 552
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 552
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 235\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:58
Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 23
Scenario seed: -5253404478737881774

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 75.88%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2290
Passengers seated: 141/228
Average waiting ticks: 832.77
Longest waiting passenger: P3->16E(LEFT)
Longest waiting ticks: 2290

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 38
Cluster candidates evaluated: 99
Executable cluster candidates: 0
Rejected cluster candidates: 99
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 29
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2173
Regions dissolved: 0
Repeated reconstructions avoided: 2173
Largest region lifetime: 2174
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2174:occupied=29
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 2058
State changes reopening evaluation: 37
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1068
Maximum occupied tiles: 29
Seat events: 27
Single-blocker events: 2
Multiple-blocker events: 1
Temporary aisle reoccupations: 4

RIGHT AISLE
-----------
Total moves: 1624
Maximum occupied tiles: 18
Seat events: 114
Single-blocker events: 19
Multiple-blocker events: 7
Temporary aisle reoccupations: 34

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2177
Reservations granted: 2175
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 58
Remaining moving in aisle: 25
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 51665
Longest unresolved passenger ID: 3
Longest unresolved row: 16
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 23
Longest dependency chain: P64(15F/LEFT) -> P0(13C/LEFT) -> P15(17F/LEFT) -> P5(20E/LEFT) -> P173(18F/LEFT) -> P190(20D/LEFT) -> P105(21A/LEFT) -> P141(20F/LEFT) -> P43(19E/LEFT) -> P107(18A/LEFT) -> P101(19B/LEFT) -> P168(19A/LEFT) -> P104(21B/LEFT) -> P219(17A/LEFT) -> P118(18B/LEFT) -> P51(20B/LEFT) -> P144(21F/LEFT) -> P36(19D/LEFT) -> P134(20A/LEFT) -> P79(22A/LEFT) -> P215(25A/LEFT) -> P14(24B/LEFT) -> P207(23F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 64
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 25
Total blocked ticks: 65974
Total stationary ticks: 246440
Seat-event requests: 2246
Failed seat-event starts: 2105

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 207
Critical blocker identity: P207->23F(LEFT)
Direct fan-out: 1
Total indirect descendants: 22
Critical tree size including blocker: 23
Critical tree depth: 23
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 29
Unresolved outside passengers: 58
Unresolved internal passengers outside critical tree: 6
Critical blocker tree:
P207(23F/LEFT/WAITING_FOR_SEAT_EVENT)
  P14(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P215(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P79(22A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P134(20A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P36(19D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P144(21F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P51(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P118(18B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P219(17A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P104(21B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P168(19A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P101(19B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P107(18A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P43(19E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P141(20F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P105(21A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P190(20D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P173(18F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P5(20E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P15(17F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P0(13C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P64(15F/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 2102
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 24|25|26
Critical blocker unavailable yield tiles: 24|25|26
Critical blocker yield-tile occupants: 132|197|222
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 2102
Rear-boundary failures: 3
Middle-bank reservation failures: 2
Active-event deferrals: 342
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 3
Trace length: 3
Yield-occupant trace: yieldOccupant[132]: P132(25F/LEFT/MOVING_IN_AISLE@tile24) -> P197(26B/LEFT/MOVING_IN_AISLE@tile25) -> P222(26E/LEFT/WAITING_AT_ROW@tile26) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[197]: P197(26B/LEFT/MOVING_IN_AISLE@tile25) -> P222(26E/LEFT/WAITING_AT_ROW@tile26) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[222]: P222(26E/LEFT/WAITING_AT_ROW@tile26) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P222->26E(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P132{seat=25F,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=24,directBlocker=197,lastMoveTick=212,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P197{seat=26B,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=25,directBlocker=222,lastMoveTick=183,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P222{seat=26E,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=26,directBlocker=-1,lastMoveTick=182,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 24|25|26
Current unavailable yield tiles: 24|25|26
Current yield-tile occupants: 132|197|222
Final row-event chain: 207|132|197|222
Final row-event chain length: 4
Distinct row events in chain: 4
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2248\nPrecedence substitutions made: 2\nDependency chains followed: 24\nBlocked by waiting-row occupant: 24\nSubstituted events started: 3\nOccupied-space rejections: 6255\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 23 | standardDataset=228/228 (100.00%) | fineZoneDataset=141/228 (61.84%) | seatedDelta=-87 | completionDelta=-38.16% | outsideDelta=+58 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | fineZoneWorse=true | standardFamily=COMPLETE_CABIN | fineZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 24
Scenario seed: -2709847261066063912

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.02%
Blocker-prone seat share (topology component): 67.76%
Aisle-assignment balance: 98.78%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2377
Passengers seated: 229/245
Average waiting ticks: 407.46
Longest waiting passenger: P23->26A(LEFT)
Longest waiting ticks: 2313

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 19
Cluster candidates evaluated: 16
Executable cluster candidates: 1
Rejected cluster candidates: 15
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 16
Selected release potential total: 4
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1921
Regions dissolved: 1
Repeated reconstructions avoided: 1921
Largest region lifetime: 1879
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1879:occupied=16
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1687
State changes reopening evaluation: 17
Region priority competitions: 5
Regions ranked: 10
Hierarchical selections: 5
Lower-priority evaluations deferred: 1
Highest selected priority score: 17671
Left/right priority wins: 5/0
Priority ties: 0
Last priority decision: LEFT:R1:score=17671 | RIGHT:R2:score=2210 | selected=LEFT

LEFT AISLE
----------
Total moves: 1788
Maximum occupied tiles: 19
Seat events: 105
Single-blocker events: 16
Multiple-blocker events: 9
Temporary aisle reoccupations: 34

RIGHT AISLE
-----------
Total moves: 1976
Maximum occupied tiles: 15
Seat events: 124
Single-blocker events: 34
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 145
Reservations granted: 145
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 14
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 24510
Longest unresolved passenger ID: 165
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 12
Longest dependency chain: P113(23B/LEFT) -> P108(30A/LEFT) -> P235(18E/LEFT) -> P133(25B/LEFT) -> P17(24A/LEFT) -> P139(31B/LEFT) -> P68(27B/LEFT) -> P27(29C/LEFT) -> P49(27F/LEFT) -> P76(30B/LEFT) -> P102(32B/LEFT) -> P23(26A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 113
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 14
Total blocked ticks: 33412
Total stationary ticks: 127745
Seat-event requests: 1964
Failed seat-event starts: 1735

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 23
Critical blocker identity: P23->26A(LEFT)
Direct fan-out: 1
Total indirect descendants: 11
Critical tree size including blocker: 12
Critical tree depth: 12
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 16
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P23(26A/LEFT/WAITING_FOR_SEAT_EVENT)
  P102(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P76(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P49(27F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P27(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P68(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P139(31B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P17(24A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P133(25B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P235(18E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P108(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P113(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1671
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 27|28
Critical blocker unavailable yield tiles: 28
Critical blocker yield-tile occupants: 213
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1671
Rear-boundary failures: 64
Middle-bank reservation failures: 0
Active-event deferrals: 813
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 4
Yield-occupant trace: yieldOccupant[213]: P213(32A/LEFT/MOVING_IN_AISLE@tile28) -> P95(31C/LEFT/MOVING_IN_AISLE@tile29) -> P165(31A/LEFT/MOVING_IN_AISLE@tile30) -> P180(31F/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P180->31F(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P213{seat=32A,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=28,directBlocker=95,lastMoveTick=510,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 27|28
Current unavailable yield tiles: 28
Current yield-tile occupants: 213
Final row-event chain: 23|213|95|165|180
Final row-event chain length: 5
Distinct row events in chain: 5
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1963\nPrecedence substitutions made: 1\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1676\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:58
Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 24
Scenario seed: -2709847261066063912

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Row-zone concentration (diagnostic control): 31.02%
Blocker-prone seat share (topology component): 67.76%
Aisle-assignment balance: 98.78%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2358
Passengers seated: 130/245
Average waiting ticks: 1025.16
Longest waiting passenger: P0->7A(LEFT)
Longest waiting ticks: 2358

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 27
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 31
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2279
Regions dissolved: 0
Repeated reconstructions avoided: 2279
Largest region lifetime: 2280
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2280:occupied=31
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 2251
State changes reopening evaluation: 26
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 640
Maximum occupied tiles: 31
Seat events: 6
Single-blocker events: 1
Multiple-blocker events: 0
Temporary aisle reoccupations: 1

RIGHT AISLE
-----------
Total moves: 1976
Maximum occupied tiles: 18
Seat events: 124
Single-blocker events: 29
Multiple-blocker events: 12
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2333
Reservations granted: 2329
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 84
Remaining moving in aisle: 30
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 68236
Longest unresolved passenger ID: 0
Longest unresolved row: 7
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 31
Longest dependency chain: P125(21D/LEFT) -> P43(23A/LEFT) -> P190(21B/LEFT) -> P133(25B/LEFT) -> P17(24A/LEFT) -> P68(27B/LEFT) -> P49(27F/LEFT) -> P23(26A/LEFT) -> P116(26F/LEFT) -> P176(27C/LEFT) -> P237(26C/LEFT) -> P8(27A/LEFT) -> P236(26B/LEFT) -> P92(24D/LEFT) -> P202(24C/LEFT) -> P234(24B/LEFT) -> P88(28C/LEFT) -> P128(28D/LEFT) -> P46(25A/LEFT) -> P9(28A/LEFT) -> P141(27D/LEFT) -> P196(28F/LEFT) -> P108(30A/LEFT) -> P139(31B/LEFT) -> P27(29C/LEFT) -> P76(30B/LEFT) -> P102(32B/LEFT) -> P213(32A/LEFT) -> P95(31C/LEFT) -> P165(31A/LEFT) -> P180(31F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 125
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 30
Total blocked ticks: 75982
Total stationary ticks: 324061
Seat-event requests: 2411
Failed seat-event starts: 2281

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 180
Critical blocker identity: P180->31F(LEFT)
Direct fan-out: 1
Total indirect descendants: 30
Critical tree size including blocker: 31
Critical tree depth: 31
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 31
Unresolved outside passengers: 84
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P180(31F/LEFT/WAITING_FOR_SEAT_EVENT)
  P165(31A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P95(31C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P213(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P102(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P76(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P27(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P139(31B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P108(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P196(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P141(27D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P9(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P46(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P128(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P88(28C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P234(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P202(24C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P92(24D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P236(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P8(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P237(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P176(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P116(26F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P23(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                P49(27F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P68(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P17(24A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P133(25B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P190(21B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                          P43(23A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                            P125(21D/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 2281
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 0
Rear-boundary failures: 2281
Middle-bank reservation failures: 4
Active-event deferrals: 155
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2416\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 2\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 24 | standardDataset=229/245 (93.47%) | fineZoneDataset=130/245 (53.06%) | seatedDelta=-99 | completionDelta=-40.41% | outsideDelta=+84 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | fineZoneWorse=true | standardFamily=MOVING_PASSENGER_YIELD_CHAIN | fineZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:59
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 25
Scenario seed: -8893956359817527084

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.70%
Blocker-prone seat share (topology component): 58.64%
Aisle-assignment balance: 93.83%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1225
Passengers seated: 324/324
Average waiting ticks: 541.10
Longest waiting passenger: P312->12C(LEFT)
Longest waiting ticks: 1164

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 22
Regions dissolved: 1
Repeated reconstructions avoided: 22
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=23
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3081
Maximum occupied tiles: 15
Seat events: 172
Single-blocker events: 47
Multiple-blocker events: 20
Temporary aisle reoccupations: 91

RIGHT AISLE
-----------
Total moves: 2799
Maximum occupied tiles: 12
Seat events: 152
Single-blocker events: 40
Multiple-blocker events: 18
Temporary aisle reoccupations: 77

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 147
Reservations granted: 141
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7592
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8945
Total stationary ticks: 181842
Seat-event requests: 336
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 662
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 662
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 342\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:59
Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 25
Scenario seed: -8893956359817527084

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Row-zone concentration (diagnostic control): 28.70%
Blocker-prone seat share (topology component): 58.64%
Aisle-assignment balance: 93.83%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2701
Passengers seated: 317/324
Average waiting ticks: 551.85
Longest waiting passenger: P137->34I(RIGHT)
Longest waiting ticks: 2607

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 3
Cluster candidates evaluated: 6
Executable cluster candidates: 0
Rejected cluster candidates: 6
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 7
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2497
Regions dissolved: 0
Repeated reconstructions avoided: 2497
Largest region lifetime: 2498
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2498:occupied=7
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1877
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3081
Maximum occupied tiles: 20
Seat events: 172
Single-blocker events: 46
Multiple-blocker events: 28
Temporary aisle reoccupations: 107

RIGHT AISLE
-----------
Total moves: 2794
Maximum occupied tiles: 21
Seat events: 145
Single-blocker events: 33
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 138
Reservations granted: 135
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 13234
Longest unresolved passenger ID: 51
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P39(36J/RIGHT) -> P137(34I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 39
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 31210
Total stationary ticks: 198132
Seat-event requests: 2210
Failed seat-event starts: 1893

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 30
Critical blocker identity: P30->30I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 7
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P30(30I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P97(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 2292
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 11
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1893
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 2292
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[11]: P11(31J/RIGHT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P11->31J(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P11{seat=31J,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=349,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 31
Current unavailable yield tiles: 31
Current yield-tile occupants: 11
Final row-event chain: 30|11
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2213\nPrecedence substitutions made: 11\nDependency chains followed: 1852\nBlocked by waiting-row occupant: 1852\nSubstituted events started: 12\nOccupied-space rejections: 7525\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 25 | standardDataset=324/324 (100.00%) | fineZoneDataset=317/324 (97.84%) | seatedDelta=-7 | completionDelta=-2.16% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | fineZoneWorse=true | standardFamily=COMPLETE_CABIN | fineZoneFamily=LINKED_ROW_EVENT_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:59
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 26
Scenario seed: 5314736002646143648

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1008
Passengers seated: 282/282
Average waiting ticks: 463.03
Longest waiting passenger: P248->14I(RIGHT)
Longest waiting ticks: 952

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2130
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 38
Multiple-blocker events: 18
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 2226
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 42
Multiple-blocker events: 14
Temporary aisle reoccupations: 70

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 100
Reservations granted: 100
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5644
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6924
Total stationary ticks: 135358
Seat-event requests: 294
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 614
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 614
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 294\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:59
Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 26
Scenario seed: 5314736002646143648

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1001
Passengers seated: 282/282
Average waiting ticks: 455.88
Longest waiting passenger: P34->7H(RIGHT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2130
Maximum occupied tiles: 17
Seat events: 138
Single-blocker events: 38
Multiple-blocker events: 16
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2226
Maximum occupied tiles: 17
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 15
Temporary aisle reoccupations: 74

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 101
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 10319
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 11208
Total stationary ticks: 137771
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 482
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 2
Middle-bank reservation failures: 0
Active-event deferrals: 482
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 299\nPrecedence substitutions made: 6\nDependency chains followed: 10\nBlocked by waiting-row occupant: 10\nSubstituted events started: 7\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 26 | standardDataset=282/282 (100.00%) | fineZoneDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | fineZoneWorse=false | standardFamily=COMPLETE_CABIN | fineZoneFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:59
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 27
Scenario seed: -1351605051253990691

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 29.41%
Blocker-prone seat share (topology component): 59.80%
Aisle-assignment balance: 95.42%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1133
Passengers seated: 306/306
Average waiting ticks: 505.27
Longest waiting passenger: P241->23A(LEFT)
Longest waiting ticks: 1084

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 4
Executable cluster candidates: 2
Rejected cluster candidates: 2
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 7
Selected release potential total: 10
Last cluster decision: RIGHT:tiles19-22:occupied=4:anchor=P23:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 35
Regions dissolved: 2
Repeated reconstructions avoided: 35
Largest region lifetime: 32
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=32
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2815
Maximum occupied tiles: 14
Seat events: 160
Single-blocker events: 45
Multiple-blocker events: 19
Temporary aisle reoccupations: 86

RIGHT AISLE
-----------
Total moves: 2570
Maximum occupied tiles: 14
Seat events: 146
Single-blocker events: 41
Multiple-blocker events: 12
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 134
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6673
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8240
Total stationary ticks: 160374
Seat-event requests: 322
Failed seat-event starts: 16

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 789
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 16
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 789
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 322\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:59
Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 27
Scenario seed: -1351605051253990691

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Row-zone concentration (diagnostic control): 29.41%
Blocker-prone seat share (topology component): 59.80%
Aisle-assignment balance: 95.42%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2603
Passengers seated: 304/306
Average waiting ticks: 508.70
Longest waiting passenger: P259->34G(LEFT)
Longest waiting ticks: 2494

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2815
Maximum occupied tiles: 20
Seat events: 158
Single-blocker events: 46
Multiple-blocker events: 18
Temporary aisle reoccupations: 85

RIGHT AISLE
-----------
Total moves: 2570
Maximum occupied tiles: 19
Seat events: 146
Single-blocker events: 40
Multiple-blocker events: 11
Temporary aisle reoccupations: 63

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1868
Reservations granted: 1864
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 12448
Longest unresolved passenger ID: 154
Longest unresolved row: 36
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 1
Longest dependency chain: P154(36G/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 154
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 18340
Total stationary ticks: 166940
Seat-event requests: 2047
Failed seat-event starts: 1743

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 154
Critical blocker identity: P154->36G(LEFT)
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 1
Critical tree depth: 1
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P154(36G/LEFT/WAITING_FOR_SEAT_EVENT)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1743
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1743
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 1687
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 37|38
Current unavailable yield tiles: 37|38
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2051\nPrecedence substitutions made: 8\nDependency chains followed: 1744\nBlocked by waiting-row occupant: 1745\nSubstituted events started: 10\nOccupied-space rejections: 1749\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 27 | standardDataset=306/306 (100.00%) | fineZoneDataset=304/306 (99.35%) | seatedDelta=-2 | completionDelta=-0.65% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | fineZoneWorse=true | standardFamily=COMPLETE_CABIN | fineZoneFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:59
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 28
Scenario seed: -4534317679603080436

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.05%
Blocker-prone seat share (topology component): 67.95%
Aisle-assignment balance: 97.30%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 936
Passengers seated: 259/259
Average waiting ticks: 424.49
Longest waiting passenger: P45->1B(LEFT)
Longest waiting ticks: 889

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2031
Maximum occupied tiles: 13
Seat events: 133
Single-blocker events: 30
Multiple-blocker events: 11
Temporary aisle reoccupations: 52

RIGHT AISLE
-----------
Total moves: 2032
Maximum occupied tiles: 11
Seat events: 126
Single-blocker events: 36
Multiple-blocker events: 8
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 88
Reservations granted: 88
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5232
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6433
Total stationary ticks: 114461
Seat-event requests: 266
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 567
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 567
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 266\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:59
Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 28
Scenario seed: -4534317679603080436

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Row-zone concentration (diagnostic control): 32.05%
Blocker-prone seat share (topology component): 67.95%
Aisle-assignment balance: 97.30%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2411
Passengers seated: 257/259
Average waiting ticks: 422.73
Longest waiting passenger: P130->31A(LEFT)
Longest waiting ticks: 2315

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2029
Maximum occupied tiles: 18
Seat events: 131
Single-blocker events: 30
Multiple-blocker events: 9
Temporary aisle reoccupations: 48

RIGHT AISLE
-----------
Total moves: 2032
Maximum occupied tiles: 18
Seat events: 126
Single-blocker events: 36
Multiple-blocker events: 8
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 91
Reservations granted: 85
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 9563
Longest unresolved passenger ID: 156
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P156(32F/LEFT) -> P130(31A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 156
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 14885
Total stationary ticks: 120387
Seat-event requests: 1953
Failed seat-event starts: 1696

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 130
Critical blocker identity: P130->31A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P130(31A/LEFT/WAITING_FOR_SEAT_EVENT)
  P156(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1696
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 0
Rear-boundary failures: 1696
Middle-bank reservation failures: 6
Active-event deferrals: 874
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1960\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 2\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 28 | standardDataset=259/259 (100.00%) | fineZoneDataset=257/259 (99.23%) | seatedDelta=-2 | completionDelta=-0.77% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | fineZoneWorse=true | standardFamily=COMPLETE_CABIN | fineZoneFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:59
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 29
Scenario seed: 7101612327439196415

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.82%
Blocker-prone seat share (topology component): 73.04%
Aisle-assignment balance: 94.12%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2151
Passengers seated: 154/204
Average waiting ticks: 494.93
Longest waiting passenger: P5->25F(LEFT)
Longest waiting ticks: 2151

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 34
Cluster candidates evaluated: 57
Executable cluster candidates: 0
Rejected cluster candidates: 57
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 29
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1962
Regions dissolved: 0
Repeated reconstructions avoided: 1962
Largest region lifetime: 1963
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1963:occupied=29
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1740
State changes reopening evaluation: 33
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1129
Maximum occupied tiles: 29
Seat events: 62
Single-blocker events: 10
Multiple-blocker events: 0
Temporary aisle reoccupations: 10

RIGHT AISLE
-----------
Total moves: 1463
Maximum occupied tiles: 12
Seat events: 92
Single-blocker events: 18
Multiple-blocker events: 5
Temporary aisle reoccupations: 28

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1850
Reservations granted: 1850
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 1481

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 17
Remaining moving in aisle: 27
Remaining waiting at row: 6
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 46586
Longest unresolved passenger ID: 5
Longest unresolved row: 25
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 23
Longest dependency chain: P203(22F/LEFT) -> P170(11B/LEFT) -> P72(16D/LEFT) -> P16(17E/LEFT) -> P67(11E/LEFT) -> P74(27E/LEFT) -> P17(9E/LEFT) -> P164(28F/LEFT) -> P200(21C/LEFT) -> P120(15C/LEFT) -> P44(23E/LEFT) -> P90(18B/LEFT) -> P181(24E/LEFT) -> P94(28A/LEFT) -> P149(27B/LEFT) -> P70(17A/LEFT) -> P0(30B/LEFT) -> P187(19E/LEFT) -> P148(23B/LEFT) -> P197(24F/LEFT) -> P40(28B/LEFT) -> P26(26B/LEFT) -> P180(23D/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 203
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 27
Total blocked ticks: 59836
Total stationary ticks: 149756
Seat-event requests: 1938
Failed seat-event starts: 1784

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 180
Critical blocker identity: P180->23D(LEFT)
Direct fan-out: 1
Total indirect descendants: 22
Critical tree size including blocker: 23
Critical tree depth: 23
Frozen internal components: 6
Terminal WAITING_FOR_SEAT_EVENT nodes: 6
Unresolved internal passengers: 33
Unresolved outside passengers: 17
Unresolved internal passengers outside critical tree: 10
Critical blocker tree:
P180(23D/LEFT/WAITING_FOR_SEAT_EVENT)
  P26(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P40(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P197(24F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P148(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P187(19E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P0(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P70(17A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P149(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P94(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P181(24E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P90(18B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P44(23E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P120(15C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P200(21C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P164(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P17(9E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P74(27E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P67(11E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P16(17E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P72(16D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P170(11B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P203(22F/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1726
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 24
Critical blocker unavailable yield tiles: 24
Critical blocker yield-tile occupants: 130
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1726
Rear-boundary failures: 58
Middle-bank reservation failures: 0
Active-event deferrals: 578
Simultaneous arbitration losses: 1481

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[130]: P130(25C/LEFT/MOVING_IN_AISLE@tile24) -> P64(25A/LEFT/WAITING_AT_ROW@tile25) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P64->25A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P130{seat=25C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=24,directBlocker=64,lastMoveTick=379,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 24
Current unavailable yield tiles: 24
Current yield-tile occupants: 130
Final row-event chain: 180|130|64
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3419\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 1753\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:59
Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 29
Scenario seed: 7101612327439196415

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Row-zone concentration (diagnostic control): 33.82%
Blocker-prone seat share (topology component): 73.04%
Aisle-assignment balance: 94.12%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2163
Passengers seated: 109/204
Average waiting ticks: 888.17
Longest waiting passenger: P6->1C(LEFT)
Longest waiting ticks: 2163

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 33
Cluster candidates evaluated: 65
Executable cluster candidates: 0
Rejected cluster candidates: 65
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 28
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2042
Regions dissolved: 0
Repeated reconstructions avoided: 2042
Largest region lifetime: 2043
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2043:occupied=28
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1992
State changes reopening evaluation: 32
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 770
Maximum occupied tiles: 28
Seat events: 15
Single-blocker events: 2
Multiple-blocker events: 1
Temporary aisle reoccupations: 4

RIGHT AISLE
-----------
Total moves: 1463
Maximum occupied tiles: 16
Seat events: 94
Single-blocker events: 17
Multiple-blocker events: 3
Temporary aisle reoccupations: 23

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2083
Reservations granted: 2083
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 65
Remaining moving in aisle: 26
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 52345
Longest unresolved passenger ID: 6
Longest unresolved row: 1
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 25
Longest dependency chain: P178(19D/LEFT) -> P50(21D/LEFT) -> P66(19A/LEFT) -> P184(21B/LEFT) -> P162(19F/LEFT) -> P31(19B/LEFT) -> P97(20B/LEFT) -> P183(18A/LEFT) -> P47(26A/LEFT) -> P5(25F/LEFT) -> P156(26C/LEFT) -> P203(22F/LEFT) -> P44(23E/LEFT) -> P181(24E/LEFT) -> P148(23B/LEFT) -> P197(24F/LEFT) -> P26(26B/LEFT) -> P180(23D/LEFT) -> P130(25C/LEFT) -> P64(25A/LEFT) -> P116(22A/LEFT) -> P1(26D/LEFT) -> P189(24A/LEFT) -> P165(25B/LEFT) -> P82(25E/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 178
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 26
Total blocked ticks: 64849
Total stationary ticks: 237172
Seat-event requests: 3776
Failed seat-event starts: 3667

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 82
Critical blocker identity: P82->25E(LEFT)
Direct fan-out: 1
Total indirect descendants: 24
Critical tree size including blocker: 25
Critical tree depth: 25
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 30
Unresolved outside passengers: 65
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P82(25E/LEFT/WAITING_FOR_SEAT_EVENT)
  P165(25B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P189(24A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P1(26D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P116(22A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P64(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P130(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P180(23D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P26(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P197(24F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P148(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P181(24E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P44(23E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P203(22F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P156(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P5(25F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P47(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P183(18A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P97(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P31(19B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P162(19F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P184(21B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P66(19A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P50(21D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                P178(19D/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 2030
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 26
Critical blocker unavailable yield tiles: 26
Critical blocker yield-tile occupants: 12
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 3
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 2030
Rear-boundary failures: 1637
Middle-bank reservation failures: 0
Active-event deferrals: 531
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[12]: P12(27C/LEFT/MOVING_IN_AISLE@tile26) -> P74(27E/LEFT/WAITING_AT_ROW@tile27) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P74->27E(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P12{seat=27C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=26,directBlocker=74,lastMoveTick=115,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 26
Current unavailable yield tiles: 26
Current yield-tile occupants: 12
Final row-event chain: 82|12|74
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3776\nPrecedence substitutions made: 1\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 2\nOccupied-space rejections: 2063\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 29 | standardDataset=154/204 (75.49%) | fineZoneDataset=109/204 (53.43%) | seatedDelta=-45 | completionDelta=-22.06% | outsideDelta=+48 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | fineZoneWorse=true | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | fineZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:59
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 30
Scenario seed: 1217213995928741752

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 72.55%
Aisle-assignment balance: 98.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 735
Passengers seated: 204/204
Average waiting ticks: 330.48
Longest waiting passenger: P6->1D(LEFT)
Longest waiting ticks: 689

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:tiles9-11:occupied=3:anchor=P173:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1481
Maximum occupied tiles: 12
Seat events: 104
Single-blocker events: 34
Multiple-blocker events: 9
Temporary aisle reoccupations: 53

RIGHT AISLE
-----------
Total moves: 1380
Maximum occupied tiles: 11
Seat events: 100
Single-blocker events: 25
Multiple-blocker events: 7
Temporary aisle reoccupations: 41

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 111
Reservations granted: 111
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3505
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4561
Total stationary ticks: 70366
Seat-event requests: 215
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 511
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 511
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 214\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
============================================================
Date/Time: 2026-07-16 21:41:59
Experiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Frozen architecture enabled: true
Experiment seed: 1883790101901
Scenario number: 30
Scenario seed: 1217213995928741752

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 72.55%
Aisle-assignment balance: 98.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2189
Passengers seated: 106/204
Average waiting ticks: 924.13
Longest waiting passenger: P0->9E(LEFT)
Longest waiting ticks: 2189

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 21
Cluster candidates evaluated: 21
Executable cluster candidates: 0
Rejected cluster candidates: 21
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 29
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2112
Regions dissolved: 0
Repeated reconstructions avoided: 2112
Largest region lifetime: 2113
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2113:occupied=29
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 2090
State changes reopening evaluation: 20
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 570
Maximum occupied tiles: 29
Seat events: 6
Single-blocker events: 1
Multiple-blocker events: 0
Temporary aisle reoccupations: 1

RIGHT AISLE
-----------
Total moves: 1380
Maximum occupied tiles: 17
Seat events: 100
Single-blocker events: 20
Multiple-blocker events: 2
Temporary aisle reoccupations: 24

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2173
Reservations granted: 2168
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 69
Remaining moving in aisle: 27
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 56917
Longest unresolved passenger ID: 0
Longest unresolved row: 9
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 28
Longest dependency chain: P46(17E/LEFT) -> P137(20C/LEFT) -> P154(20F/LEFT) -> P54(20E/LEFT) -> P192(20A/LEFT) -> P82(19A/LEFT) -> P63(19C/LEFT) -> P201(17B/LEFT) -> P92(24A/LEFT) -> P25(22A/LEFT) -> P113(24C/LEFT) -> P67(22D/LEFT) -> P163(23B/LEFT) -> P35(26A/LEFT) -> P144(22B/LEFT) -> P104(25B/LEFT) -> P69(23F/LEFT) -> P177(26D/LEFT) -> P119(26C/LEFT) -> P197(24E/LEFT) -> P28(27E/LEFT) -> P198(27A/LEFT) -> P71(28A/LEFT) -> P4(27D/LEFT) -> P60(30F/LEFT) -> P188(30E/LEFT) -> P48(30B/LEFT) -> P24(28E/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 46
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 27
Total blocked ticks: 65069
Total stationary ticks: 248645
Seat-event requests: 2223
Failed seat-event starts: 2117

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 24
Critical blocker identity: P24->28E(LEFT)
Direct fan-out: 1
Total indirect descendants: 27
Critical tree size including blocker: 28
Critical tree depth: 28
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 29
Unresolved outside passengers: 69
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P24(28E/LEFT/WAITING_FOR_SEAT_EVENT)
  P48(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P188(30E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P60(30F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P4(27D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P71(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P198(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P28(27E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P197(24E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P119(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P177(26D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P69(23F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P104(25B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P144(22B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P35(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P163(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P67(22D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P113(24C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P25(22A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P92(24A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P201(17B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P63(19C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P82(19A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P192(20A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                P54(20E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P154(20F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P137(20C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P46(17E/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 2114
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 29
Critical blocker unavailable yield tiles: 29
Critical blocker yield-tile occupants: 91
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 2114
Rear-boundary failures: 3
Middle-bank reservation failures: 5
Active-event deferrals: 197
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[91]: P91(29E/LEFT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P91->29E(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P91{seat=29E,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=29,directBlocker=-1,lastMoveTick=57,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 29
Current unavailable yield tiles: 29
Current yield-tile occupants: 91
Final row-event chain: 24|91
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINE_GRAINED_GEOGRAPHIC_ZONE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2228\nPrecedence substitutions made: 1\nDependency chains followed: 2119\nBlocked by waiting-row occupant: 2119\nSubstituted events started: 1\nOccupied-space rejections: 2118\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 30 | standardDataset=204/204 (100.00%) | fineZoneDataset=106/204 (51.96%) | seatedDelta=-98 | completionDelta=-48.04% | outsideDelta=+69 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | fineZoneWorse=true | standardFamily=COMPLETE_CABIN | fineZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 18
FINE-GRAINED DETERMINISTIC GEOGRAPHIC ADMISSION ZONES
************************************************************
Experiment seed: 1883790101901
Scenarios executed: 60
Successful completions: 31
Incomplete/MAX_TICKS: 29
Average completed ticks: 1644.80
Average waiting ticks: 581.14
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:00
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 1
Scenario seed: -9190012029573912026

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.43%
Blocker-prone seat share (topology component): 60.46%
Aisle-assignment balance: 94.77%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1174
Passengers seated: 306/306
Average waiting ticks: 521.76
Longest waiting passenger: P86->28E(RIGHT)
Longest waiting ticks: 1104

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=2:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 31
Regions dissolved: 1
Repeated reconstructions avoided: 31
Largest region lifetime: 32
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=32
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2537
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 30
Multiple-blocker events: 18
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2826
Maximum occupied tiles: 13
Seat events: 161
Single-blocker events: 49
Multiple-blocker events: 23
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 132
Reservations granted: 129
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6316
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7635
Total stationary ticks: 164881
Seat-event requests: 315
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 719
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 319\nPrecedence substitutions made: 2\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 2\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:00
Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 1
Scenario seed: -9190012029573912026

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 28.43%
Blocker-prone seat share (topology component): 60.46%
Aisle-assignment balance: 94.77%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2627
Passengers seated: 304/306
Average waiting ticks: 514.66
Longest waiting passenger: P88->36I(RIGHT)
Longest waiting ticks: 2516

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles28-31:occupied=3:anchor=P86:selected=P241:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 22
Regions dissolved: 1
Repeated reconstructions avoided: 22
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=23
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2537
Maximum occupied tiles: 20
Seat events: 145
Single-blocker events: 25
Multiple-blocker events: 15
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 2825
Maximum occupied tiles: 20
Seat events: 159
Single-blocker events: 49
Multiple-blocker events: 26
Temporary aisle reoccupations: 107

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 141
Reservations granted: 129
Reservations denied/waited: 12
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 12227
Longest unresolved passenger ID: 65
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P65(36J/RIGHT) -> P88(36I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 65
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 18144
Total stationary ticks: 171029
Seat-event requests: 2039
Failed seat-event starts: 1735

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 88
Critical blocker identity: P88->36I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P88(36I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P65(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1726
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 1
Critical blocker required yield tiles: 37
Critical blocker unavailable yield tiles: 37
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 1726
Middle-bank reservation failures: 12
Active-event deferrals: 1059
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 37
Current unavailable yield tiles: 37
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2050\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 9\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 01 | standardDataset=306/306 (100.00%) | pacedZoneDataset=304/306 (99.35%) | seatedDelta=-2 | completionDelta=-0.65% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | pacedZoneWorse=true | standardFamily=COMPLETE_CABIN | pacedZoneFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:00
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 2
Scenario seed: 8162896892622360174

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.82%
Blocker-prone seat share (topology component): 73.04%
Aisle-assignment balance: 97.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 741
Passengers seated: 204/204
Average waiting ticks: 328.65
Longest waiting passenger: P148->16H(RIGHT)
Longest waiting ticks: 698

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1343
Maximum occupied tiles: 12
Seat events: 99
Single-blocker events: 22
Multiple-blocker events: 7
Temporary aisle reoccupations: 40

RIGHT AISLE
-----------
Total moves: 1581
Maximum occupied tiles: 11
Seat events: 105
Single-blocker events: 23
Multiple-blocker events: 11
Temporary aisle reoccupations: 47

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 112
Reservations granted: 110
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3847
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4786
Total stationary ticks: 70274
Seat-event requests: 206
Failed seat-event starts: 2

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 489
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 2
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 489
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 208\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:00
Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 2
Scenario seed: 8162896892622360174

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 33.82%
Blocker-prone seat share (topology component): 73.04%
Aisle-assignment balance: 97.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 732
Passengers seated: 204/204
Average waiting ticks: 321.94
Longest waiting passenger: P197->6D(RIGHT)
Longest waiting ticks: 720

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1343
Maximum occupied tiles: 17
Seat events: 99
Single-blocker events: 21
Multiple-blocker events: 6
Temporary aisle reoccupations: 35

RIGHT AISLE
-----------
Total moves: 1581
Maximum occupied tiles: 17
Seat events: 105
Single-blocker events: 26
Multiple-blocker events: 12
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 116
Reservations granted: 110
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7031
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7663
Total stationary ticks: 71967
Seat-event requests: 207
Failed seat-event starts: 3

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 323
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 3
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 323
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 213\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 02 | standardDataset=204/204 (100.00%) | pacedZoneDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pacedZoneWorse=false | standardFamily=COMPLETE_CABIN | pacedZoneFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:00
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 3
Scenario seed: 9048760307966769888

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.84%
Blocker-prone seat share (topology component): 76.47%
Aisle-assignment balance: 99.02%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2210
Passengers seated: 196/204
Average waiting ticks: 364.74
Longest waiting passenger: P40->22E(RIGHT)
Longest waiting ticks: 2210

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1560
Regions dissolved: 1
Repeated reconstructions avoided: 1560
Largest region lifetime: 1544
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1544:occupied=3
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1541
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1472
Maximum occupied tiles: 10
Seat events: 101
Single-blocker events: 27
Multiple-blocker events: 9
Temporary aisle reoccupations: 47

RIGHT AISLE
-----------
Total moves: 1464
Maximum occupied tiles: 12
Seat events: 95
Single-blocker events: 24
Multiple-blocker events: 4
Temporary aisle reoccupations: 32

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1645
Reservations granted: 1643
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 2
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5157
Longest unresolved passenger ID: 40
Longest unresolved row: 22
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P62(12H/RIGHT) -> P161(9H/RIGHT) -> P199(3C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 62
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 13933
Total stationary ticks: 82243
Seat-event requests: 1747
Failed seat-event starts: 1551

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 199
Critical blocker identity: P199->3C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 2
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P199(3C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P161(9H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P62(12H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1551
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 4|5|6
Critical blocker unavailable yield tiles: 6
Critical blocker yield-tile occupants: 63
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1551
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 442
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[63]: P63(9F/RIGHT/MOVING_IN_AISLE@tile6) -> P98(7C/RIGHT/WAITING_AT_ROW@tile7) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P98->7C(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P63{seat=9F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=6,directBlocker=98,lastMoveTick=666,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 4|5|6
Current unavailable yield tiles: 6
Current yield-tile occupants: 63
Final row-event chain: 199|63|98
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1748\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 1553\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:00
Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 3
Scenario seed: 9048760307966769888

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 32.84%
Blocker-prone seat share (topology component): 76.47%
Aisle-assignment balance: 99.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 717
Passengers seated: 204/204
Average waiting ticks: 322.22
Longest waiting passenger: P50->2F(RIGHT)
Longest waiting ticks: 709

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1472
Maximum occupied tiles: 16
Seat events: 101
Single-blocker events: 26
Multiple-blocker events: 8
Temporary aisle reoccupations: 44

RIGHT AISLE
-----------
Total moves: 1507
Maximum occupied tiles: 17
Seat events: 103
Single-blocker events: 30
Multiple-blocker events: 6
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 112
Reservations granted: 99
Reservations denied/waited: 13
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7256
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8025
Total stationary ticks: 72366
Seat-event requests: 205
Failed seat-event starts: 1

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 326
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 1
Middle-bank reservation failures: 13
Active-event deferrals: 326
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 219\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 03 | standardDataset=196/204 (96.08%) | pacedZoneDataset=204/204 (100.00%) | seatedDelta=+8 | completionDelta=+3.92% | outsideDelta=-2 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | pacedZoneWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | pacedZoneFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:00
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 4
Scenario seed: 7055889007518648111

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.66%
Blocker-prone seat share (topology component): 68.34%
Aisle-assignment balance: 91.89%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1009
Passengers seated: 259/259
Average waiting ticks: 433.12
Longest waiting passenger: P252->29A(LEFT)
Longest waiting ticks: 939

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 7
Selected release potential total: 10
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P233:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 60
Regions dissolved: 2
Repeated reconstructions avoided: 60
Largest region lifetime: 40
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=22
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2205
Maximum occupied tiles: 11
Seat events: 140
Single-blocker events: 38
Multiple-blocker events: 10
Temporary aisle reoccupations: 58

RIGHT AISLE
-----------
Total moves: 1742
Maximum occupied tiles: 12
Seat events: 119
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 95
Reservations granted: 95
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4969
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6025
Total stationary ticks: 116284
Seat-event requests: 271
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 544
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 544
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 269\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:00
Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 4
Scenario seed: 7055889007518648111

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 31.66%
Blocker-prone seat share (topology component): 68.34%
Aisle-assignment balance: 91.89%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2484
Passengers seated: 151/259
Average waiting ticks: 1023.04
Longest waiting passenger: P3->20G(RIGHT)
Longest waiting ticks: 2484

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 34
Cluster candidates evaluated: 34
Executable cluster candidates: 0
Rejected cluster candidates: 34
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 31
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2369
Regions dissolved: 0
Repeated reconstructions avoided: 2369
Largest region lifetime: 2370
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2370:occupied=31
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 2329
State changes reopening evaluation: 33
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2205
Maximum occupied tiles: 16
Seat events: 140
Single-blocker events: 35
Multiple-blocker events: 8
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 776
Maximum occupied tiles: 31
Seat events: 11
Single-blocker events: 2
Multiple-blocker events: 0
Temporary aisle reoccupations: 2

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 59
Reservations granted: 56
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 77
Remaining moving in aisle: 29
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 68256
Longest unresolved passenger ID: 3
Longest unresolved row: 20
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 30
Longest dependency chain: P143(19D/RIGHT) -> P87(23E/RIGHT) -> P225(21I/RIGHT) -> P167(21F/RIGHT) -> P166(20D/RIGHT) -> P88(21G/RIGHT) -> P41(22I/RIGHT) -> P151(22F/RIGHT) -> P2(18I/RIGHT) -> P169(20I/RIGHT) -> P13(18G/RIGHT) -> P106(22H/RIGHT) -> P49(18H/RIGHT) -> P181(19G/RIGHT) -> P245(28G/RIGHT) -> P74(27I/RIGHT) -> P104(25I/RIGHT) -> P20(26F/RIGHT) -> P61(25D/RIGHT) -> P241(25H/RIGHT) -> P43(26I/RIGHT) -> P50(26E/RIGHT) -> P191(25G/RIGHT) -> P148(27F/RIGHT) -> P168(28F/RIGHT) -> P79(28I/RIGHT) -> P235(28H/RIGHT) -> P84(32I/RIGHT) -> P81(32F/RIGHT) -> P27(30I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 143
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 29
Total blocked ticks: 78888
Total stationary ticks: 338081
Seat-event requests: 2522
Failed seat-event starts: 2371

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 27
Critical blocker identity: P27->30I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 29
Critical tree size including blocker: 30
Critical tree depth: 30
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 31
Unresolved outside passengers: 77
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P27(30I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P81(32F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P84(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P235(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P79(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P168(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P148(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P191(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P50(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P43(26I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P241(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P61(25D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P20(26F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P104(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P74(27I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P245(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P181(19G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P49(18H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P106(22H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P13(18G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P169(20I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P2(18I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P151(22F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P41(22I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P88(21G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P166(20D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P167(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P225(21I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P87(23E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                          P143(19D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 2369
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 4
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 2369
Rear-boundary failures: 2
Middle-bank reservation failures: 3
Active-event deferrals: 273
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[4]: P4(31I/RIGHT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P4->31I(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P4{seat=31I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=98,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 4
Final row-event chain: 27|4
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2525\nPrecedence substitutions made: 3\nDependency chains followed: 2369\nBlocked by waiting-row occupant: 2370\nSubstituted events started: 0\nOccupied-space rejections: 2374\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 04 | standardDataset=259/259 (100.00%) | pacedZoneDataset=151/259 (58.30%) | seatedDelta=-108 | completionDelta=-41.70% | outsideDelta=+77 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pacedZoneWorse=true | standardFamily=COMPLETE_CABIN | pacedZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:00
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 5
Scenario seed: -6452189772350109475

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 868
Passengers seated: 235/235
Average waiting ticks: 397.05
Longest waiting passenger: P200->15D(LEFT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles23-26:occupied=3:anchor=P2:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 11
Regions dissolved: 1
Repeated reconstructions avoided: 11
Largest region lifetime: 12
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=12
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1760
Maximum occupied tiles: 12
Seat events: 120
Single-blocker events: 40
Multiple-blocker events: 13
Temporary aisle reoccupations: 71

RIGHT AISLE
-----------
Total moves: 1660
Maximum occupied tiles: 15
Seat events: 115
Single-blocker events: 29
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 133
Reservations granted: 133
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4246
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5152
Total stationary ticks: 96695
Seat-event requests: 252
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 476
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 476
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:00
Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 5
Scenario seed: -6452189772350109475

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2344
Passengers seated: 148/235
Average waiting ticks: 851.88
Longest waiting passenger: P0->9H(RIGHT)
Longest waiting ticks: 2344

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 38
Cluster candidates evaluated: 144
Executable cluster candidates: 0
Rejected cluster candidates: 144
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 30
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2205
Regions dissolved: 0
Repeated reconstructions avoided: 2205
Largest region lifetime: 2206
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2206:occupied=30
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 2091
State changes reopening evaluation: 37
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1760
Maximum occupied tiles: 16
Seat events: 120
Single-blocker events: 35
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1108
Maximum occupied tiles: 30
Seat events: 28
Single-blocker events: 8
Multiple-blocker events: 1
Temporary aisle reoccupations: 10

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2212
Reservations granted: 2208
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 25
Remaining waiting at row: 5
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 52573
Longest unresolved passenger ID: 0
Longest unresolved row: 9
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 25
Longest dependency chain: P207(15F/RIGHT) -> P113(13H/RIGHT) -> P48(12C/RIGHT) -> P193(17G/RIGHT) -> P134(19G/RIGHT) -> P162(19F/RIGHT) -> P36(20D/RIGHT) -> P75(21H/RIGHT) -> P72(20G/RIGHT) -> P124(17C/RIGHT) -> P81(20E/RIGHT) -> P16(19H/RIGHT) -> P184(20H/RIGHT) -> P229(18H/RIGHT) -> P106(21G/RIGHT) -> P25(20F/RIGHT) -> P154(18F/RIGHT) -> P191(21F/RIGHT) -> P185(21D/RIGHT) -> P86(22C/RIGHT) -> P232(25H/RIGHT) -> P2(23D/RIGHT) -> P136(25G/RIGHT) -> P117(26H/RIGHT) -> P156(25D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 207
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 25
Total blocked ticks: 69310
Total stationary ticks: 257661
Seat-event requests: 2283
Failed seat-event starts: 2135

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 156
Critical blocker identity: P156->25D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 24
Critical tree size including blocker: 25
Critical tree depth: 25
Frozen internal components: 5
Terminal WAITING_FOR_SEAT_EVENT nodes: 5
Unresolved internal passengers: 30
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P156(25D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P117(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P136(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P2(23D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P232(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P86(22C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P185(21D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P191(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P154(18F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P25(20F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P106(21G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P229(18H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P184(20H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P16(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P81(20E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P124(17C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P72(20G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P75(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P36(20D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P162(19F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P134(19G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P193(17G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P48(12C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P113(13H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P207(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 2134
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 26
Critical blocker unavailable yield tiles: 26
Critical blocker yield-tile occupants: 67
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 2134
Rear-boundary failures: 1
Middle-bank reservation failures: 4
Active-event deferrals: 399
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[67]: P67(26C/RIGHT/WAITING_AT_ROW@tile26) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P67->26C(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P67{seat=26C,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=26,directBlocker=-1,lastMoveTick=184,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 26
Current unavailable yield tiles: 26
Current yield-tile occupants: 67
Final row-event chain: 156|67
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 5
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2287\nPrecedence substitutions made: 4\nDependency chains followed: 2141\nBlocked by waiting-row occupant: 6371\nSubstituted events started: 1\nOccupied-space rejections: 21375\nMaximum scheduling-chain depth: 4\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 05 | standardDataset=235/235 (100.00%) | pacedZoneDataset=148/235 (62.98%) | seatedDelta=-87 | completionDelta=-37.02% | outsideDelta=+57 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pacedZoneWorse=true | standardFamily=COMPLETE_CABIN | pacedZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:00
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 6
Scenario seed: -5434727743348480961

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.70%
Blocker-prone seat share (topology component): 58.95%
Aisle-assignment balance: 98.77%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2638
Passengers seated: 251/324
Average waiting ticks: 895.36
Longest waiting passenger: P15->9I(RIGHT)
Longest waiting ticks: 2638

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 16
Regions dissolved: 2
Repeated reconstructions avoided: 16
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=5
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2725
Maximum occupied tiles: 13
Seat events: 160
Single-blocker events: 43
Multiple-blocker events: 18
Temporary aisle reoccupations: 83

RIGHT AISLE
-----------
Total moves: 1660
Maximum occupied tiles: 12
Seat events: 91
Single-blocker events: 22
Multiple-blocker events: 4
Temporary aisle reoccupations: 30

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2094
Reservations granted: 2093
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 62
Remaining moving in aisle: 7
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 14347
Longest unresolved passenger ID: 15
Longest unresolved row: 9
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 6
Longest dependency chain: P238(23I/RIGHT) -> P67(27E/RIGHT) -> P143(22I/RIGHT) -> P13(29D/RIGHT) -> P292(28F/RIGHT) -> P315(18H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 238
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 7
Total blocked ticks: 28219
Total stationary ticks: 308487
Seat-event requests: 2246
Failed seat-event starts: 1995

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 315
Critical blocker identity: P315->18H(RIGHT)
Direct fan-out: 1
Total indirect descendants: 5
Critical tree size including blocker: 6
Critical tree depth: 6
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 11
Unresolved outside passengers: 62
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P315(18H/RIGHT/WAITING_FOR_SEAT_EVENT)
  P292(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P13(29D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P143(22I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P67(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P238(23I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1995
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1995
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 547
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2247\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1998\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:00
Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 6
Scenario seed: -5434727743348480961

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 28.70%
Blocker-prone seat share (topology component): 58.95%
Aisle-assignment balance: 98.77%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1144
Passengers seated: 324/324
Average waiting ticks: 531.79
Longest waiting passenger: P202->3H(RIGHT)
Longest waiting ticks: 1129

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 38
Regions dissolved: 3
Repeated reconstructions avoided: 38
Largest region lifetime: 16
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2725
Maximum occupied tiles: 20
Seat events: 160
Single-blocker events: 39
Multiple-blocker events: 17
Temporary aisle reoccupations: 77

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 20
Seat events: 164
Single-blocker events: 49
Multiple-blocker events: 25
Temporary aisle reoccupations: 106

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 142
Reservations granted: 136
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 13322
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 14430
Total stationary ticks: 184356
Seat-event requests: 338
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 590
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 1
Middle-bank reservation failures: 6
Active-event deferrals: 590
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 343\nPrecedence substitutions made: 12\nDependency chains followed: 12\nBlocked by waiting-row occupant: 12\nSubstituted events started: 13\nOccupied-space rejections: 26\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 06 | standardDataset=251/324 (77.47%) | pacedZoneDataset=324/324 (100.00%) | seatedDelta=+73 | completionDelta=+22.53% | outsideDelta=-62 | clustersDetected=3 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=true | pacedZoneWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | pacedZoneFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:00
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 7
Scenario seed: 1492517590859462288

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.29%
Blocker-prone seat share (topology component): 75.52%
Aisle-assignment balance: 95.83%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 717
Passengers seated: 192/192
Average waiting ticks: 314.19
Longest waiting passenger: P129->24A(LEFT)
Longest waiting ticks: 662

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1484
Maximum occupied tiles: 13
Seat events: 100
Single-blocker events: 20
Multiple-blocker events: 8
Temporary aisle reoccupations: 39

RIGHT AISLE
-----------
Total moves: 1247
Maximum occupied tiles: 11
Seat events: 92
Single-blocker events: 20
Multiple-blocker events: 4
Temporary aisle reoccupations: 30

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 100
Reservations granted: 100
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3367
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4159
Total stationary ticks: 63079
Seat-event requests: 200
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 426
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 426
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 200\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:00
Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 7
Scenario seed: 1492517590859462288

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 32.29%
Blocker-prone seat share (topology component): 75.52%
Aisle-assignment balance: 95.83%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2139
Passengers seated: 97/192
Average waiting ticks: 896.91
Longest waiting passenger: P0->5D(LEFT)
Longest waiting ticks: 2139

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 33
Cluster candidates evaluated: 33
Executable cluster candidates: 0
Rejected cluster candidates: 33
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 30
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2069
Regions dissolved: 0
Repeated reconstructions avoided: 2069
Largest region lifetime: 2070
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2070:occupied=30
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 2035
State changes reopening evaluation: 32
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 571
Maximum occupied tiles: 30
Seat events: 5
Single-blocker events: 0
Multiple-blocker events: 0
Temporary aisle reoccupations: 0

RIGHT AISLE
-----------
Total moves: 1247
Maximum occupied tiles: 14
Seat events: 92
Single-blocker events: 16
Multiple-blocker events: 1
Temporary aisle reoccupations: 18

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2125
Reservations granted: 2125
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 65
Remaining moving in aisle: 28
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 57562
Longest unresolved passenger ID: 0
Longest unresolved row: 5
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 29
Longest dependency chain: P188(21A/LEFT) -> P133(18B/LEFT) -> P108(21E/LEFT) -> P125(17E/LEFT) -> P44(19F/LEFT) -> P120(18A/LEFT) -> P129(24A/LEFT) -> P46(26A/LEFT) -> P37(26F/LEFT) -> P100(22C/LEFT) -> P154(25B/LEFT) -> P73(22B/LEFT) -> P159(24C/LEFT) -> P22(22A/LEFT) -> P92(23B/LEFT) -> P121(24F/LEFT) -> P84(23C/LEFT) -> P181(26B/LEFT) -> P94(25A/LEFT) -> P30(28A/LEFT) -> P175(27C/LEFT) -> P11(27A/LEFT) -> P160(28F/LEFT) -> P137(29B/LEFT) -> P150(30B/LEFT) -> P75(30A/LEFT) -> P119(28B/LEFT) -> P102(30D/LEFT) -> P77(29E/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 188
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 28
Total blocked ticks: 65016
Total stationary ticks: 232479
Seat-event requests: 2172
Failed seat-event starts: 2075

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 77
Critical blocker identity: P77->29E(LEFT)
Direct fan-out: 1
Total indirect descendants: 28
Critical tree size including blocker: 29
Critical tree depth: 29
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 30
Unresolved outside passengers: 65
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P77(29E/LEFT/WAITING_FOR_SEAT_EVENT)
  P102(30D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P119(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P75(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P150(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P137(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P160(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P11(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P175(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P30(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P94(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P181(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P84(23C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P121(24F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P92(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P22(22A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P159(24C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P73(22B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P154(25B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P100(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P37(26F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P46(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P129(24A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P120(18A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                P44(19F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P125(17E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P108(21E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P133(18B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P188(21A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 2074
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 67
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 2074
Rear-boundary failures: 1
Middle-bank reservation failures: 0
Active-event deferrals: 148
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[67]: P67(30E/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P67->30E(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P67{seat=30E,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=59,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 30
Current unavailable yield tiles: 30
Current yield-tile occupants: 67
Final row-event chain: 77|67
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2172\nPrecedence substitutions made: 2\nDependency chains followed: 2076\nBlocked by waiting-row occupant: 2076\nSubstituted events started: 2\nOccupied-space rejections: 2076\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 07 | standardDataset=192/192 (100.00%) | pacedZoneDataset=97/192 (50.52%) | seatedDelta=-95 | completionDelta=-49.48% | outsideDelta=+65 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pacedZoneWorse=true | standardFamily=COMPLETE_CABIN | pacedZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:01
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 8
Scenario seed: 2974444058517542067

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.65%
Blocker-prone seat share (topology component): 65.71%
Aisle-assignment balance: 94.69%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 917
Passengers seated: 245/245
Average waiting ticks: 401.11
Longest waiting passenger: P106->15C(LEFT)
Longest waiting ticks: 878

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles9-11:occupied=3:anchor=P149:selected=P98:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2031
Maximum occupied tiles: 14
Seat events: 129
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 1717
Maximum occupied tiles: 10
Seat events: 116
Single-blocker events: 25
Multiple-blocker events: 4
Temporary aisle reoccupations: 33

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 84
Reservations granted: 84
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4826
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6152
Total stationary ticks: 102431
Seat-event requests: 253
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 693
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 693
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 252\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:01
Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 8
Scenario seed: 2974444058517542067

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 32.65%
Blocker-prone seat share (topology component): 65.71%
Aisle-assignment balance: 94.69%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2397
Passengers seated: 140/245
Average waiting ticks: 976.38
Longest waiting passenger: P1->7G(RIGHT)
Longest waiting ticks: 2397

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 36
Cluster candidates evaluated: 36
Executable cluster candidates: 0
Rejected cluster candidates: 36
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 31
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2303
Regions dissolved: 0
Repeated reconstructions avoided: 2303
Largest region lifetime: 2304
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2304:occupied=31
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 2251
State changes reopening evaluation: 35
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2031
Maximum occupied tiles: 17
Seat events: 129
Single-blocker events: 32
Multiple-blocker events: 8
Temporary aisle reoccupations: 48

RIGHT AISLE
-----------
Total moves: 772
Maximum occupied tiles: 31
Seat events: 11
Single-blocker events: 0
Multiple-blocker events: 0
Temporary aisle reoccupations: 0

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 48
Reservations granted: 48
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 74
Remaining moving in aisle: 29
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 65986
Longest unresolved passenger ID: 1
Longest unresolved row: 7
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 30
Longest dependency chain: P225(18I/RIGHT) -> P145(20I/RIGHT) -> P195(19E/RIGHT) -> P129(21F/RIGHT) -> P85(21H/RIGHT) -> P241(20H/RIGHT) -> P165(23I/RIGHT) -> P229(18H/RIGHT) -> P181(19D/RIGHT) -> P187(22H/RIGHT) -> P101(28G/RIGHT) -> P36(26F/RIGHT) -> P143(28E/RIGHT) -> P205(27G/RIGHT) -> P42(28H/RIGHT) -> P160(26G/RIGHT) -> P122(25H/RIGHT) -> P111(25I/RIGHT) -> P207(28I/RIGHT) -> P70(26I/RIGHT) -> P44(24E/RIGHT) -> P186(25G/RIGHT) -> P148(24I/RIGHT) -> P193(26H/RIGHT) -> P88(27E/RIGHT) -> P14(27I/RIGHT) -> P210(31E/RIGHT) -> P182(29I/RIGHT) -> P37(30D/RIGHT) -> P132(30H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 225
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 29
Total blocked ticks: 76302
Total stationary ticks: 310002
Seat-event requests: 2433
Failed seat-event starts: 2293

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 132
Critical blocker identity: P132->30H(RIGHT)
Direct fan-out: 1
Total indirect descendants: 29
Critical tree size including blocker: 30
Critical tree depth: 30
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 31
Unresolved outside passengers: 74
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P132(30H/RIGHT/WAITING_FOR_SEAT_EVENT)
  P37(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P182(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P210(31E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P14(27I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P88(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P193(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P148(24I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P186(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P44(24E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P70(26I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P207(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P111(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P122(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P160(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P42(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P205(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P143(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P36(26F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P101(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P187(22H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P181(19D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P229(18H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P165(23I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P241(20H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P85(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P129(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P195(19E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P145(20I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                          P225(18I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 2292
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 77
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 2292
Rear-boundary failures: 1
Middle-bank reservation failures: 0
Active-event deferrals: 238
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[77]: P77(31I/RIGHT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P77->31I(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P77{seat=31I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=91,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 31
Current unavailable yield tiles: 31
Current yield-tile occupants: 77
Final row-event chain: 132|77
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2433\nPrecedence substitutions made: 0\nDependency chains followed: 2290\nBlocked by waiting-row occupant: 2290\nSubstituted events started: 0\nOccupied-space rejections: 2292\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 08 | standardDataset=245/245 (100.00%) | pacedZoneDataset=140/245 (57.14%) | seatedDelta=-105 | completionDelta=-42.86% | outsideDelta=+74 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pacedZoneWorse=true | standardFamily=COMPLETE_CABIN | pacedZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:01
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 9
Scenario seed: 507042379438974811

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.12%
Blocker-prone seat share (topology component): 59.15%
Aisle-assignment balance: 96.08%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2669
Passengers seated: 291/306
Average waiting ticks: 554.08
Longest waiting passenger: P294->25A(LEFT)
Longest waiting ticks: 2623

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 12
Cluster candidates evaluated: 17
Executable cluster candidates: 1
Rejected cluster candidates: 16
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 7
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1857
Regions dissolved: 1
Repeated reconstructions avoided: 1857
Largest region lifetime: 1850
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1850:occupied=7
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1729
State changes reopening evaluation: 11
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2504
Maximum occupied tiles: 19
Seat events: 132
Single-blocker events: 35
Multiple-blocker events: 16
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2805
Maximum occupied tiles: 12
Seat events: 159
Single-blocker events: 45
Multiple-blocker events: 15
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 144
Reservations granted: 143
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 9
Remaining waiting at row: 6
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16229
Longest unresolved passenger ID: 139
Longest unresolved row: 36
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 6
Longest dependency chain: P293(30E/LEFT) -> P16(35B/LEFT) -> P122(30G/LEFT) -> P182(26D/LEFT) -> P175(30B/LEFT) -> P257(23A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 293
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 9
Total blocked ticks: 34115
Total stationary ticks: 189987
Seat-event requests: 2132
Failed seat-event starts: 1841

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 257
Critical blocker identity: P257->23A(LEFT)
Direct fan-out: 1
Total indirect descendants: 5
Critical tree size including blocker: 6
Critical tree depth: 6
Frozen internal components: 6
Terminal WAITING_FOR_SEAT_EVENT nodes: 6
Unresolved internal passengers: 15
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 9
Critical blocker tree:
P257(23A/LEFT/WAITING_FOR_SEAT_EVENT)
  P175(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P182(26D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P122(30G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P16(35B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P293(30E/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1841
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 24|25
Critical blocker unavailable yield tiles: 25
Critical blocker yield-tile occupants: 294
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 5
Yield-tile occupied failures: 1841
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 1317
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[294]: P294(25A/LEFT/WAITING_AT_ROW@tile25) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P294->25A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P294{seat=25A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=25,directBlocker=-1,lastMoveTick=905,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 24|25
Current unavailable yield tiles: 25
Current yield-tile occupants: 294
Final row-event chain: 257|294
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 6
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2132\nPrecedence substitutions made: 5\nDependency chains followed: 1798\nBlocked by waiting-row occupant: 1817\nSubstituted events started: 7\nOccupied-space rejections: 10570\nMaximum scheduling-chain depth: 3\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:01
Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 9
Scenario seed: 507042379438974811

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 27.12%
Blocker-prone seat share (topology component): 59.15%
Aisle-assignment balance: 96.08%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2625
Passengers seated: 173/306
Average waiting ticks: 1165.92
Longest waiting passenger: P3->19B(LEFT)
Longest waiting ticks: 2625

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 36
Cluster candidates evaluated: 36
Executable cluster candidates: 0
Rejected cluster candidates: 36
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 33
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2483
Regions dissolved: 0
Repeated reconstructions avoided: 2483
Largest region lifetime: 2484
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2484:occupied=33
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 2441
State changes reopening evaluation: 35
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1016
Maximum occupied tiles: 34
Seat events: 14
Single-blocker events: 2
Multiple-blocker events: 0
Temporary aisle reoccupations: 2

RIGHT AISLE
-----------
Total moves: 2805
Maximum occupied tiles: 19
Seat events: 159
Single-blocker events: 42
Multiple-blocker events: 11
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 71
Reservations granted: 71
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 99
Remaining moving in aisle: 31
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 76445
Longest unresolved passenger ID: 3
Longest unresolved row: 19
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 32
Longest dependency chain: P13(21F/LEFT) -> P52(21B/LEFT) -> P293(30E/LEFT) -> P122(30G/LEFT) -> P182(26D/LEFT) -> P175(30B/LEFT) -> P275(29A/LEFT) -> P30(27C/LEFT) -> P60(29G/LEFT) -> P109(26G/LEFT) -> P164(30F/LEFT) -> P132(26B/LEFT) -> P141(28G/LEFT) -> P110(29F/LEFT) -> P96(29D/LEFT) -> P303(29B/LEFT) -> P224(26F/LEFT) -> P69(28F/LEFT) -> P49(30A/LEFT) -> P23(31E/LEFT) -> P45(28B/LEFT) -> P301(31B/LEFT) -> P242(27B/LEFT) -> P209(28A/LEFT) -> P41(26A/LEFT) -> P58(27A/LEFT) -> P271(31D/LEFT) -> P16(35B/LEFT) -> P280(36B/LEFT) -> P154(36D/LEFT) -> P248(33B/LEFT) -> P256(32A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 13
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 31
Total blocked ticks: 91448
Total stationary ticks: 439648
Seat-event requests: 2659
Failed seat-event starts: 2486

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 256
Critical blocker identity: P256->32A(LEFT)
Direct fan-out: 1
Total indirect descendants: 31
Critical tree size including blocker: 32
Critical tree depth: 32
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 34
Unresolved outside passengers: 99
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P256(32A/LEFT/WAITING_FOR_SEAT_EVENT)
  P248(33B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P154(36D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P280(36B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P16(35B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P271(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P58(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P41(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P209(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P242(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P301(31B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P45(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P23(31E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P49(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P69(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P224(26F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P303(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P96(29D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P110(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P141(28G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P132(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P164(30F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P109(26G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P60(29G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                P30(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P275(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P175(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P182(26D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P122(30G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                          P293(30E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                            P52(21B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                              P13(21F/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 2486
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 33|34
Critical blocker unavailable yield tiles: 34
Critical blocker yield-tile occupants: 188
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 2486
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 259
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[188]: P188(34A/LEFT/WAITING_AT_ROW@tile34) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P188->34A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P188{seat=34A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=34,directBlocker=-1,lastMoveTick=133,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 33|34
Current unavailable yield tiles: 34
Current yield-tile occupants: 188
Final row-event chain: 256|188
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2659\nPrecedence substitutions made: 1\nDependency chains followed: 2483\nBlocked by waiting-row occupant: 4963\nSubstituted events started: 3\nOccupied-space rejections: 9964\nMaximum scheduling-chain depth: 3\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 09 | standardDataset=291/306 (95.10%) | pacedZoneDataset=173/306 (56.54%) | seatedDelta=-118 | completionDelta=-38.56% | outsideDelta=+99 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pacedZoneWorse=true | standardFamily=LINKED_ROW_EVENT_CHAIN | pacedZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:01
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 10
Scenario seed: 5068101186840247012

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2322
Passengers seated: 215/235
Average waiting ticks: 449.62
Longest waiting passenger: P16->12A(LEFT)
Longest waiting ticks: 2322

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 6
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 8
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1646
Regions dissolved: 2
Repeated reconstructions avoided: 1646
Largest region lifetime: 1611
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1611:occupied=8
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1603
State changes reopening evaluation: 5
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1474
Maximum occupied tiles: 13
Seat events: 99
Single-blocker events: 24
Multiple-blocker events: 9
Temporary aisle reoccupations: 45

RIGHT AISLE
-----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 28
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1733
Reservations granted: 1729
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 7
Remaining moving in aisle: 10
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16453
Longest unresolved passenger ID: 16
Longest unresolved row: 12
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 8
Longest dependency chain: P109(9D/LEFT) -> P186(12E/LEFT) -> P48(17D/LEFT) -> P173(18D/LEFT) -> P13(10B/LEFT) -> P210(9C/LEFT) -> P21(10C/LEFT) -> P55(8F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 25754
Total stationary ticks: 124989
Seat-event requests: 1836
Failed seat-event starts: 1621

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 55
Critical blocker identity: P55->8F(LEFT)
Direct fan-out: 1
Total indirect descendants: 7
Critical tree size including blocker: 8
Critical tree depth: 8
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 13
Unresolved outside passengers: 7
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P55(8F/LEFT/WAITING_FOR_SEAT_EVENT)
  P21(10C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P210(9C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P13(10B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P173(18D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P48(17D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P186(12E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P109(9D/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1621
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 185
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1621
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 469
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 3
Yield-occupant trace: yieldOccupant[185]: P185(28B/LEFT/MOVING_IN_AISLE@tile11) -> P140(23D/LEFT/MOVING_IN_AISLE@tile12) -> P9(13E/LEFT/WAITING_AT_ROW@tile13) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P9->13E(LEFT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P185{seat=28B,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=140,lastMoveTick=711,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 185
Final row-event chain: 55|185|140|9
Final row-event chain length: 4
Distinct row events in chain: 4
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1840\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 1621\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:01
Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 10
Scenario seed: 5068101186840247012

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 832
Passengers seated: 235/235
Average waiting ticks: 383.45
Longest waiting passenger: P133->3D(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 11
Regions dissolved: 1
Repeated reconstructions avoided: 11
Largest region lifetime: 12
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=12
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1665
Maximum occupied tiles: 17
Seat events: 119
Single-blocker events: 31
Multiple-blocker events: 12
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 1732
Maximum occupied tiles: 16
Seat events: 116
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 47

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 134
Reservations granted: 124
Reservations denied/waited: 10
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7950
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8634
Total stationary ticks: 97135
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 377
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 1
Middle-bank reservation failures: 10
Active-event deferrals: 377
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 252\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 8\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 10 | standardDataset=215/235 (91.49%) | pacedZoneDataset=235/235 (100.00%) | seatedDelta=+20 | completionDelta=+8.51% | outsideDelta=-7 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | pacedZoneWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | pacedZoneFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:01
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 11
Scenario seed: 705798630916490718

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.89%
Blocker-prone seat share (topology component): 68.34%
Aisle-assignment balance: 94.21%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 992
Passengers seated: 259/259
Average waiting ticks: 444.48
Longest waiting passenger: P31->12E(RIGHT)
Longest waiting ticks: 959

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1807
Maximum occupied tiles: 9
Seat events: 122
Single-blocker events: 30
Multiple-blocker events: 9
Temporary aisle reoccupations: 48

RIGHT AISLE
-----------
Total moves: 2141
Maximum occupied tiles: 11
Seat events: 137
Single-blocker events: 39
Multiple-blocker events: 10
Temporary aisle reoccupations: 59

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 90
Reservations granted: 90
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4543
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5508
Total stationary ticks: 118800
Seat-event requests: 266
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 506
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 506
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 266\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:01
Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 11
Scenario seed: 705798630916490718

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 30.89%
Blocker-prone seat share (topology component): 68.34%
Aisle-assignment balance: 94.21%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 967
Passengers seated: 259/259
Average waiting ticks: 433.88
Longest waiting passenger: P119->1G(RIGHT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1807
Maximum occupied tiles: 16
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 7
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 2141
Maximum occupied tiles: 17
Seat events: 137
Single-blocker events: 42
Multiple-blocker events: 11
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 90
Reservations granted: 90
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8838
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9592
Total stationary ticks: 120233
Seat-event requests: 263
Failed seat-event starts: 4

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 412
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 4
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 412
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 263\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 11 | standardDataset=259/259 (100.00%) | pacedZoneDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pacedZoneWorse=false | standardFamily=COMPLETE_CABIN | pacedZoneFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:01
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 12
Scenario seed: -3651888342555408797

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 29.86%
Blocker-prone seat share (topology component): 60.42%
Aisle-assignment balance: 95.14%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2558
Passengers seated: 286/288
Average waiting ticks: 481.10
Longest waiting passenger: P245->34F(RIGHT)
Longest waiting ticks: 2489

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 3
Executable cluster candidates: 3
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 8
Selected release potential total: 13
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 37
Regions dissolved: 2
Repeated reconstructions avoided: 37
Largest region lifetime: 26
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2444
Maximum occupied tiles: 13
Seat events: 137
Single-blocker events: 31
Multiple-blocker events: 10
Temporary aisle reoccupations: 53

RIGHT AISLE
-----------
Total moves: 2634
Maximum occupied tiles: 13
Seat events: 149
Single-blocker events: 43
Multiple-blocker events: 16
Temporary aisle reoccupations: 77

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1628
Reservations granted: 1628
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6662
Longest unresolved passenger ID: 244
Longest unresolved row: 35
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 1
Longest dependency chain: P244(35J/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 244
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 11188
Total stationary ticks: 144504
Seat-event requests: 1810
Failed seat-event starts: 1524

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 244
Critical blocker identity: P244->35J(RIGHT)
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 1
Critical tree depth: 1
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P244(35J/RIGHT/WAITING_FOR_SEAT_EVENT)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1524
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1524
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 692
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 36|37
Current unavailable yield tiles: 37
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1808\nPrecedence substitutions made: 4\nDependency chains followed: 1505\nBlocked by waiting-row occupant: 1505\nSubstituted events started: 7\nOccupied-space rejections: 1530\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:01
Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 12
Scenario seed: -3651888342555408797

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 29.86%
Blocker-prone seat share (topology component): 60.42%
Aisle-assignment balance: 95.14%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2544
Passengers seated: 286/288
Average waiting ticks: 474.76
Longest waiting passenger: P245->34F(RIGHT)
Longest waiting ticks: 2426

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles23-25:occupied=3:anchor=P152:selected=P280:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2444
Maximum occupied tiles: 20
Seat events: 137
Single-blocker events: 32
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 2634
Maximum occupied tiles: 20
Seat events: 149
Single-blocker events: 43
Multiple-blocker events: 17
Temporary aisle reoccupations: 79

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1848
Reservations granted: 1843
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 11962
Longest unresolved passenger ID: 244
Longest unresolved row: 35
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 1
Longest dependency chain: P244(35J/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 244
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 17643
Total stationary ticks: 147627
Seat-event requests: 2019
Failed seat-event starts: 1733

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 244
Critical blocker identity: P244->35J(RIGHT)
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 1
Critical tree depth: 1
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P244(35J/RIGHT/WAITING_FOR_SEAT_EVENT)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1733
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1733
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 1529
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 36|37
Current unavailable yield tiles: 37
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2023\nPrecedence substitutions made: 8\nDependency chains followed: 1735\nBlocked by waiting-row occupant: 1735\nSubstituted events started: 9\nOccupied-space rejections: 1739\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 12 | standardDataset=286/288 (99.31%) | pacedZoneDataset=286/288 (99.31%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | pacedZoneWorse=false | standardFamily=REAR_BOUNDARY_LOCK | pacedZoneFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:01
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 13
Scenario seed: -7419215719763990151

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.31%
Blocker-prone seat share (topology component): 73.04%
Aisle-assignment balance: 99.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 739
Passengers seated: 204/204
Average waiting ticks: 328.90
Longest waiting passenger: P58->22A(LEFT)
Longest waiting ticks: 690

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1499
Maximum occupied tiles: 12
Seat events: 103
Single-blocker events: 28
Multiple-blocker events: 8
Temporary aisle reoccupations: 44

RIGHT AISLE
-----------
Total moves: 1438
Maximum occupied tiles: 12
Seat events: 101
Single-blocker events: 22
Multiple-blocker events: 7
Temporary aisle reoccupations: 38

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 112
Reservations granted: 105
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 2

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3736
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4769
Total stationary ticks: 70243
Seat-event requests: 210
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 531
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 531
Simultaneous arbitration losses: 2

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 219\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:01
Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 13
Scenario seed: -7419215719763990151

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 34.31%
Blocker-prone seat share (topology component): 73.04%
Aisle-assignment balance: 99.02%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2217
Passengers seated: 124/204
Average waiting ticks: 798.50
Longest waiting passenger: P1->13G(RIGHT)
Longest waiting ticks: 2217

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 34
Cluster candidates evaluated: 148
Executable cluster candidates: 0
Rejected cluster candidates: 148
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 30
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2095
Regions dissolved: 0
Repeated reconstructions avoided: 2095
Largest region lifetime: 2096
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2096:occupied=30
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 2011
State changes reopening evaluation: 33
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1499
Maximum occupied tiles: 16
Seat events: 103
Single-blocker events: 29
Multiple-blocker events: 2
Temporary aisle reoccupations: 33

RIGHT AISLE
-----------
Total moves: 972
Maximum occupied tiles: 30
Seat events: 21
Single-blocker events: 0
Multiple-blocker events: 0
Temporary aisle reoccupations: 0

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2111
Reservations granted: 2110
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 50
Remaining moving in aisle: 24
Remaining waiting at row: 6
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 48625
Longest unresolved passenger ID: 1
Longest unresolved row: 13
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 22
Longest dependency chain: P161(12H/RIGHT) -> P23(14F/RIGHT) -> P199(13D/RIGHT) -> P137(16D/RIGHT) -> P86(15G/RIGHT) -> P168(21G/RIGHT) -> P124(21H/RIGHT) -> P97(20E/RIGHT) -> P114(20G/RIGHT) -> P10(18H/RIGHT) -> P18(18D/RIGHT) -> P43(18G/RIGHT) -> P182(17G/RIGHT) -> P136(20F/RIGHT) -> P13(19D/RIGHT) -> P167(17H/RIGHT) -> P195(19G/RIGHT) -> P4(19H/RIGHT) -> P26(26G/RIGHT) -> P118(22E/RIGHT) -> P128(26F/RIGHT) -> P79(22C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 161
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 24
Total blocked ticks: 65898
Total stationary ticks: 215658
Seat-event requests: 2176
Failed seat-event starts: 2052

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 79
Critical blocker identity: P79->22C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 21
Critical tree size including blocker: 22
Critical tree depth: 22
Frozen internal components: 6
Terminal WAITING_FOR_SEAT_EVENT nodes: 6
Unresolved internal passengers: 30
Unresolved outside passengers: 50
Unresolved internal passengers outside critical tree: 8
Critical blocker tree:
P79(22C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P128(26F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P118(22E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P26(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P4(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P195(19G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P167(17H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P13(19D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P136(20F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P182(17G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P43(18G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P18(18D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P10(18H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P114(20G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P97(20E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P124(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P168(21G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P86(15G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P137(16D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P199(13D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P23(14F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P161(12H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 2051
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 23|24
Critical blocker unavailable yield tiles: 23|24
Critical blocker yield-tile occupants: 194|165
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 4
Yield-tile occupied failures: 2051
Rear-boundary failures: 1
Middle-bank reservation failures: 1
Active-event deferrals: 288
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 2
Trace length: 1
Yield-occupant trace: yieldOccupant[194]: P194(23C/RIGHT/WAITING_AT_ROW@tile23) -> [OPEN_CHAIN_TO_ROW_EVENT] || yieldOccupant[165]: P165(24E/RIGHT/WAITING_AT_ROW@tile24) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P165->24E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 2
All yield occupants in same frozen component: false
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P194{seat=23C,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=23,directBlocker=-1,lastMoveTick=190,reason=WAITING_FOR_SEAT_EVENT,prerequisite=YIELD_TILE_OCCUPIED} || P165{seat=24E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=24,directBlocker=-1,lastMoveTick=189,reason=WAITING_FOR_SEAT_EVENT,prerequisite=YIELD_TILE_OCCUPIED}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 23|24
Current unavailable yield tiles: 23|24
Current yield-tile occupants: 194|165
Final row-event chain: 79|194
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 6
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2177\nPrecedence substitutions made: 2\nDependency chains followed: 2037\nBlocked by waiting-row occupant: 4063\nSubstituted events started: 1\nOccupied-space rejections: 14326\nMaximum scheduling-chain depth: 3\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 13 | standardDataset=204/204 (100.00%) | pacedZoneDataset=124/204 (60.78%) | seatedDelta=-80 | completionDelta=-39.22% | outsideDelta=+50 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pacedZoneWorse=true | standardFamily=COMPLETE_CABIN | pacedZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:01
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 14
Scenario seed: -1376842633204974690

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 26.85%
Blocker-prone seat share (topology component): 58.95%
Aisle-assignment balance: 91.98%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 324/324
Average waiting ticks: 547.91
Longest waiting passenger: P44->32I(RIGHT)
Longest waiting ticks: 1183

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2622
Maximum occupied tiles: 12
Seat events: 149
Single-blocker events: 50
Multiple-blocker events: 19
Temporary aisle reoccupations: 91

RIGHT AISLE
-----------
Total moves: 3081
Maximum occupied tiles: 14
Seat events: 175
Single-blocker events: 51
Multiple-blocker events: 22
Temporary aisle reoccupations: 99

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 142
Reservations granted: 138
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6726
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8085
Total stationary ticks: 183099
Seat-event requests: 339
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 695
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 695
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 344\nPrecedence substitutions made: 9\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 10\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:01
Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 14
Scenario seed: -1376842633204974690

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 26.85%
Blocker-prone seat share (topology component): 58.95%
Aisle-assignment balance: 91.98%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2731
Passengers seated: 229/324
Average waiting ticks: 940.57
Longest waiting passenger: P11->11B(LEFT)
Longest waiting ticks: 2731

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 42
Cluster candidates evaluated: 194
Executable cluster candidates: 0
Rejected cluster candidates: 194
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 34
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2523
Regions dissolved: 0
Repeated reconstructions avoided: 2523
Largest region lifetime: 2524
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2524:occupied=34
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 2321
State changes reopening evaluation: 41
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2056
Maximum occupied tiles: 34
Seat events: 54
Single-blocker events: 16
Multiple-blocker events: 2
Temporary aisle reoccupations: 20

RIGHT AISLE
-----------
Total moves: 3081
Maximum occupied tiles: 19
Seat events: 175
Single-blocker events: 48
Multiple-blocker events: 20
Temporary aisle reoccupations: 90

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 134
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 61
Remaining moving in aisle: 28
Remaining waiting at row: 6
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 64667
Longest unresolved passenger ID: 11
Longest unresolved row: 11
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 26
Longest dependency chain: P58(16B/LEFT) -> P112(15A/LEFT) -> P156(19D/LEFT) -> P1(15G/LEFT) -> P17(15E/LEFT) -> P228(19A/LEFT) -> P125(17B/LEFT) -> P244(16A/LEFT) -> P294(17A/LEFT) -> P133(15B/LEFT) -> P48(17C/LEFT) -> P132(18A/LEFT) -> P35(15C/LEFT) -> P107(16E/LEFT) -> P279(16C/LEFT) -> P262(23C/LEFT) -> P60(24G/LEFT) -> P13(20C/LEFT) -> P34(25B/LEFT) -> P22(25C/LEFT) -> P51(24E/LEFT) -> P192(24B/LEFT) -> P76(25A/LEFT) -> P23(25F/LEFT) -> P88(30C/LEFT) -> P116(26A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 58
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 28
Total blocked ticks: 90298
Total stationary ticks: 378757
Seat-event requests: 2599
Failed seat-event starts: 2370

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 116
Critical blocker identity: P116->26A(LEFT)
Direct fan-out: 1
Total indirect descendants: 25
Critical tree size including blocker: 26
Critical tree depth: 26
Frozen internal components: 6
Terminal WAITING_FOR_SEAT_EVENT nodes: 6
Unresolved internal passengers: 34
Unresolved outside passengers: 61
Unresolved internal passengers outside critical tree: 8
Critical blocker tree:
P116(26A/LEFT/WAITING_FOR_SEAT_EVENT)
  P88(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P23(25F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P76(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P192(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P51(24E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P22(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P34(25B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P13(20C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P60(24G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P262(23C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P279(16C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P107(16E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P35(15C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P132(18A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P48(17C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P133(15B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P294(17A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P244(16A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P125(17B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P228(19A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P17(15E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P1(15G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P156(19D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                P112(15A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P58(16B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 2370
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 27|28
Critical blocker unavailable yield tiles: 27|28
Critical blocker yield-tile occupants: 120|42
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 2370
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 868
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 3
Yield-occupant trace: yieldOccupant[120]: P120(30D/LEFT/MOVING_IN_AISLE@tile27) -> P42(29F/LEFT/MOVING_IN_AISLE@tile28) -> P267(29B/LEFT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[42]: P42(29F/LEFT/MOVING_IN_AISLE@tile28) -> P267(29B/LEFT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P267->29B(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P120{seat=30D,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=42,lastMoveTick=342,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P42{seat=29F,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=28,directBlocker=267,lastMoveTick=334,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 27|28
Current unavailable yield tiles: 27|28
Current yield-tile occupants: 120|42
Final row-event chain: 116|120|42|267
Final row-event chain length: 4
Distinct row events in chain: 4
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 6
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2600\nPrecedence substitutions made: 5\nDependency chains followed: 46\nBlocked by waiting-row occupant: 90\nSubstituted events started: 6\nOccupied-space rejections: 7359\nMaximum scheduling-chain depth: 4\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 14 | standardDataset=324/324 (100.00%) | pacedZoneDataset=229/324 (70.68%) | seatedDelta=-95 | completionDelta=-29.32% | outsideDelta=+61 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pacedZoneWorse=true | standardFamily=COMPLETE_CABIN | pacedZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:01
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 15
Scenario seed: -3769316293163605789

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 60.46%
Aisle-assignment balance: 98.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1103
Passengers seated: 306/306
Average waiting ticks: 498.37
Longest waiting passenger: P104->30A(LEFT)
Longest waiting ticks: 1031

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 8
Selected release potential total: 7
Last cluster decision: RIGHT:tiles12-21:occupied=8:anchor=P215:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 34
Regions dissolved: 1
Repeated reconstructions avoided: 34
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=35
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2720
Maximum occupied tiles: 14
Seat events: 156
Single-blocker events: 42
Multiple-blocker events: 19
Temporary aisle reoccupations: 82

RIGHT AISLE
-----------
Total moves: 2632
Maximum occupied tiles: 14
Seat events: 150
Single-blocker events: 41
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 126
Reservations granted: 126
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6854
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8726
Total stationary ticks: 158697
Seat-event requests: 321
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 845
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 845
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 320\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:01
Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 15
Scenario seed: -3769316293163605789

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 60.46%
Aisle-assignment balance: 98.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1084
Passengers seated: 306/306
Average waiting ticks: 493.19
Longest waiting passenger: P38->7B(LEFT)
Longest waiting ticks: 1071

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 6
Executable cluster candidates: 4
Rejected cluster candidates: 2
Cluster selections: 3
Cluster-selected events started: 5
Largest detected cluster: 6
Selected release potential total: 11
Last cluster decision: RIGHT:tiles7-10:occupied=3:anchor=P131:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 54
Regions dissolved: 2
Repeated reconstructions avoided: 54
Largest region lifetime: 36
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=20
Confirmation deferral ticks: 2
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2720
Maximum occupied tiles: 20
Seat events: 156
Single-blocker events: 42
Multiple-blocker events: 19
Temporary aisle reoccupations: 82

RIGHT AISLE
-----------
Total moves: 2632
Maximum occupied tiles: 21
Seat events: 150
Single-blocker events: 41
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 126
Reservations denied/waited: 9
Simultaneous opposite-aisle conflicts: 2

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 12858
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 14177
Total stationary ticks: 162794
Seat-event requests: 316
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 626
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 9
Active-event deferrals: 626
Simultaneous arbitration losses: 2

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 324\nPrecedence substitutions made: 7\nDependency chains followed: 10\nBlocked by waiting-row occupant: 10\nSubstituted events started: 12\nOccupied-space rejections: 33\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 15 | standardDataset=306/306 (100.00%) | pacedZoneDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=3 | clusterStarts=5 | convertedToSuccess=false | pacedZoneWorse=false | standardFamily=COMPLETE_CABIN | pacedZoneFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:01
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 16
Scenario seed: -3916350455026888317

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.70%
Blocker-prone seat share (topology component): 58.33%
Aisle-assignment balance: 99.38%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2641
Passengers seated: 308/324
Average waiting ticks: 546.13
Longest waiting passenger: P182->34F(LEFT)
Longest waiting ticks: 2577

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 18
Cluster candidates evaluated: 28
Executable cluster candidates: 1
Rejected cluster candidates: 27
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 16
Selected release potential total: 4
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1863
Regions dissolved: 2
Repeated reconstructions avoided: 1863
Largest region lifetime: 1829
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1829:occupied=16
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1656
State changes reopening evaluation: 16
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2823
Maximum occupied tiles: 19
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 19
Temporary aisle reoccupations: 80

RIGHT AISLE
-----------
Total moves: 2730
Maximum occupied tiles: 12
Seat events: 163
Single-blocker events: 40
Multiple-blocker events: 17
Temporary aisle reoccupations: 77

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1842
Reservations granted: 1839
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 13
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 22228
Longest unresolved passenger ID: 298
Longest unresolved row: 35
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 10
Longest dependency chain: P105(36E/LEFT) -> P17(28B/LEFT) -> P143(31F/LEFT) -> P291(27A/LEFT) -> P243(25A/LEFT) -> P144(31E/LEFT) -> P64(36A/LEFT) -> P217(34C/LEFT) -> P0(32A/LEFT) -> P44(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 105
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 13
Total blocked ticks: 35202
Total stationary ticks: 204167
Seat-event requests: 2026
Failed seat-event starts: 1718

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 44
Critical blocker identity: P44->29F(LEFT)
Direct fan-out: 1
Total indirect descendants: 9
Critical tree size including blocker: 10
Critical tree depth: 10
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 16
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 6
Critical blocker tree:
P44(29F/LEFT/WAITING_FOR_SEAT_EVENT)
  P0(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P217(34C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P64(36A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P144(31E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P243(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P291(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P143(31F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P17(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P105(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1717
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 30|31
Critical blocker yield-tile occupants: 87|160
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 3
Yield-tile occupied failures: 1717
Rear-boundary failures: 1
Middle-bank reservation failures: 3
Active-event deferrals: 1165
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 5
Yield-occupant trace: yieldOccupant[87]: P87(36C/LEFT/MOVING_IN_AISLE@tile30) -> P160(32F/LEFT/MOVING_IN_AISLE@tile31) -> P92(36F/LEFT/MOVING_IN_AISLE@tile32) -> P258(35C/LEFT/MOVING_IN_AISLE@tile33) -> P182(34F/LEFT/WAITING_AT_ROW@tile34) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[160]: P160(32F/LEFT/MOVING_IN_AISLE@tile31) -> P92(36F/LEFT/MOVING_IN_AISLE@tile32) -> P258(35C/LEFT/MOVING_IN_AISLE@tile33) -> P182(34F/LEFT/WAITING_AT_ROW@tile34) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P182->34F(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P87{seat=36C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=160,lastMoveTick=931,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P160{seat=32F,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=31,directBlocker=92,lastMoveTick=916,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 30|31
Current yield-tile occupants: 87|160
Final row-event chain: 44|87|160|92|258|182
Final row-event chain length: 6
Distinct row events in chain: 6
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2028\nPrecedence substitutions made: 4\nDependency chains followed: 84\nBlocked by waiting-row occupant: 84\nSubstituted events started: 6\nOccupied-space rejections: 1731\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:01
Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 16
Scenario seed: -3916350455026888317

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 28.70%
Blocker-prone seat share (topology component): 58.33%
Aisle-assignment balance: 99.38%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2629
Passengers seated: 322/324
Average waiting ticks: 528.35
Longest waiting passenger: P64->36A(LEFT)
Longest waiting ticks: 2513

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2899
Maximum occupied tiles: 20
Seat events: 159
Single-blocker events: 42
Multiple-blocker events: 28
Temporary aisle reoccupations: 102

RIGHT AISLE
-----------
Total moves: 2730
Maximum occupied tiles: 19
Seat events: 163
Single-blocker events: 43
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 147
Reservations granted: 140
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 13212
Longest unresolved passenger ID: 105
Longest unresolved row: 36
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P105(36E/LEFT) -> P64(36A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 105
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 19129
Total stationary ticks: 185593
Seat-event requests: 2083
Failed seat-event starts: 1761

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 64
Critical blocker identity: P64->36A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P64(36A/LEFT/WAITING_FOR_SEAT_EVENT)
  P105(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1752
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 37|38
Critical blocker unavailable yield tiles: 37|38
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 9
Rear-boundary failures: 1752
Middle-bank reservation failures: 7
Active-event deferrals: 1085
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 37|38
Current unavailable yield tiles: 37|38
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2091\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 8\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 16 | standardDataset=308/324 (95.06%) | pacedZoneDataset=322/324 (99.38%) | seatedDelta=+14 | completionDelta=+4.32% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pacedZoneWorse=false | standardFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL | pacedZoneFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:01
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 17
Scenario seed: -6573824939257693444

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.89%
Blocker-prone seat share (topology component): 74.56%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2276
Passengers seated: 219/228
Average waiting ticks: 394.52
Longest waiting passenger: P61->10F(LEFT)
Longest waiting ticks: 2266

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1517
Regions dissolved: 1
Repeated reconstructions avoided: 1517
Largest region lifetime: 1501
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1501:occupied=5
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1497
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1663
Maximum occupied tiles: 15
Seat events: 109
Single-blocker events: 25
Multiple-blocker events: 9
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1538
Maximum occupied tiles: 11
Seat events: 110
Single-blocker events: 31
Multiple-blocker events: 7
Temporary aisle reoccupations: 47

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1619
Reservations granted: 1619
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 9437
Longest unresolved passenger ID: 163
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P52(24B/LEFT) -> P112(28B/LEFT) -> P15(27F/LEFT) -> P97(22A/LEFT) -> P61(10F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 52
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 18754
Total stationary ticks: 102442
Seat-event requests: 1732
Failed seat-event starts: 1513

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 61
Critical blocker identity: P61->10F(LEFT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P61(10F/LEFT/WAITING_FOR_SEAT_EVENT)
  P97(22A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P15(27F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P112(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P52(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 11|12|13
Critical blocker unavailable yield tiles: 13
Critical blocker yield-tile occupants: 193
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1513
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 573
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[193]: P193(27E/LEFT/MOVING_IN_AISLE@tile13) -> P212(14D/LEFT/WAITING_AT_ROW@tile14) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P212->14D(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P193{seat=27E,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=13,directBlocker=212,lastMoveTick=763,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 11|12|13
Current unavailable yield tiles: 13
Current yield-tile occupants: 193
Final row-event chain: 61|193|212
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1732\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 1517\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:01
Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 17
Scenario seed: -6573824939257693444

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 32.89%
Blocker-prone seat share (topology component): 74.56%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 821
Passengers seated: 228/228
Average waiting ticks: 369.26
Longest waiting passenger: P175->4D(LEFT)
Longest waiting ticks: 810

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1758
Maximum occupied tiles: 18
Seat events: 118
Single-blocker events: 23
Multiple-blocker events: 19
Temporary aisle reoccupations: 69

RIGHT AISLE
-----------
Total moves: 1538
Maximum occupied tiles: 14
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 5
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 122
Reservations granted: 116
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7803
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8420
Total stationary ticks: 91100
Seat-event requests: 231
Failed seat-event starts: 3

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 323
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 3
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 323
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 17 | standardDataset=219/228 (96.05%) | pacedZoneDataset=228/228 (100.00%) | seatedDelta=+9 | completionDelta=+3.95% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | pacedZoneWorse=false | standardFamily=MOVING_PASSENGER_YIELD_CHAIN | pacedZoneFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:01
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 18
Scenario seed: 4604174632242848692

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.82%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 98.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 752
Passengers seated: 204/204
Average waiting ticks: 335.60
Longest waiting passenger: P42->23E(LEFT)
Longest waiting ticks: 693

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1540
Maximum occupied tiles: 12
Seat events: 104
Single-blocker events: 22
Multiple-blocker events: 11
Temporary aisle reoccupations: 47

RIGHT AISLE
-----------
Total moves: 1397
Maximum occupied tiles: 10
Seat events: 100
Single-blocker events: 19
Multiple-blocker events: 5
Temporary aisle reoccupations: 29

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 109
Reservations granted: 109
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3608
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4371
Total stationary ticks: 71431
Seat-event requests: 211
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 372
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 372
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 211\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:01
Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 18
Scenario seed: 4604174632242848692

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 33.82%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 98.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 736
Passengers seated: 204/204
Average waiting ticks: 336.79
Longest waiting passenger: P104->6B(LEFT)
Longest waiting ticks: 722

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 2
Executable cluster candidates: 1
Rejected cluster candidates: 1
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 7
Selected release potential total: 6
Last cluster decision: RIGHT:tiles7-14:occupied=7:anchor=P159:selected=P77:directReleases=1:releasePotential=6

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 37
Regions dissolved: 1
Repeated reconstructions avoided: 37
Largest region lifetime: 38
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=38
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1540
Maximum occupied tiles: 17
Seat events: 104
Single-blocker events: 26
Multiple-blocker events: 12
Temporary aisle reoccupations: 52

RIGHT AISLE
-----------
Total moves: 1397
Maximum occupied tiles: 15
Seat events: 100
Single-blocker events: 16
Multiple-blocker events: 4
Temporary aisle reoccupations: 24

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 113
Reservations granted: 104
Reservations denied/waited: 9
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6602
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7219
Total stationary ticks: 74592
Seat-event requests: 210
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 301
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 9
Active-event deferrals: 301
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 219\nPrecedence substitutions made: 1\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 3\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 18 | standardDataset=204/204 (100.00%) | pacedZoneDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | pacedZoneWorse=false | standardFamily=COMPLETE_CABIN | pacedZoneFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:01
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 19
Scenario seed: 6711630305035727939

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.09%
Blocker-prone seat share (topology component): 61.11%
Aisle-assignment balance: 95.68%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1202
Passengers seated: 324/324
Average waiting ticks: 538.21
Longest waiting passenger: P178->5F(RIGHT)
Longest waiting ticks: 1141

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 22
Regions dissolved: 1
Repeated reconstructions avoided: 22
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=23
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2678
Maximum occupied tiles: 15
Seat events: 155
Single-blocker events: 45
Multiple-blocker events: 20
Temporary aisle reoccupations: 89

RIGHT AISLE
-----------
Total moves: 2913
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 15
Temporary aisle reoccupations: 82

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 142
Reservations granted: 138
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7212
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8685
Total stationary ticks: 180536
Seat-event requests: 333
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 755
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 755
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 338\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:01
Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 19
Scenario seed: 6711630305035727939

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 28.09%
Blocker-prone seat share (topology component): 61.11%
Aisle-assignment balance: 95.68%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1183
Passengers seated: 324/324
Average waiting ticks: 534.51
Longest waiting passenger: P84->5D(RIGHT)
Longest waiting ticks: 1169

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P199:selected=P322:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2678
Maximum occupied tiles: 19
Seat events: 155
Single-blocker events: 41
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2913
Maximum occupied tiles: 19
Seat events: 169
Single-blocker events: 51
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 148
Reservations granted: 137
Reservations denied/waited: 11
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 12937
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 14007
Total stationary ticks: 184829
Seat-event requests: 334
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 595
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 11
Active-event deferrals: 595
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 344\nPrecedence substitutions made: 9\nDependency chains followed: 9\nBlocked by waiting-row occupant: 10\nSubstituted events started: 14\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 19 | standardDataset=324/324 (100.00%) | pacedZoneDataset=324/324 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | pacedZoneWorse=false | standardFamily=COMPLETE_CABIN | pacedZoneFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:01
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 20
Scenario seed: -3622581540123779064

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 75.88%
Aisle-assignment balance: 95.61%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2350
Passengers seated: 226/228
Average waiting ticks: 387.17
Longest waiting passenger: P135->30F(LEFT)
Longest waiting ticks: 2300

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1800
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 28
Multiple-blocker events: 9
Temporary aisle reoccupations: 47

RIGHT AISLE
-----------
Total moves: 1519
Maximum occupied tiles: 13
Seat events: 109
Single-blocker events: 31
Multiple-blocker events: 13
Temporary aisle reoccupations: 59

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1630
Reservations granted: 1630
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3909
Longest unresolved passenger ID: 112
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P112(30C/LEFT) -> P135(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 112
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 7970
Total stationary ticks: 92968
Seat-event requests: 1744
Failed seat-event starts: 1518

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 135
Critical blocker identity: P135->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P135(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P112(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1510
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 1
Critical blocker required yield tiles: 31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 1510
Middle-bank reservation failures: 0
Active-event deferrals: 556
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1744\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:01
Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 20
Scenario seed: -3622581540123779064

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 75.88%
Aisle-assignment balance: 95.61%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 226/228
Average waiting ticks: 383.65
Longest waiting passenger: P135->30F(LEFT)
Longest waiting ticks: 2254

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 7
Selected release potential total: 6
Last cluster decision: LEFT:tiles17-23:occupied=6:anchor=P146:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 32
Regions dissolved: 1
Repeated reconstructions avoided: 32
Largest region lifetime: 33
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=33
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1800
Maximum occupied tiles: 18
Seat events: 117
Single-blocker events: 30
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1519
Maximum occupied tiles: 15
Seat events: 109
Single-blocker events: 35
Multiple-blocker events: 4
Temporary aisle reoccupations: 45

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1797
Reservations granted: 1788
Reservations denied/waited: 9
Simultaneous opposite-aisle conflicts: 3

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7398
Longest unresolved passenger ID: 112
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P112(30C/LEFT) -> P135(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 112
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 12505
Total stationary ticks: 96217
Seat-event requests: 1902
Failed seat-event starts: 1676

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 135
Critical blocker identity: P135->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P135(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P112(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 1
Critical blocker required yield tiles: 31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 1669
Middle-bank reservation failures: 9
Active-event deferrals: 785
Simultaneous arbitration losses: 3

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1913\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 7\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 20 | standardDataset=226/228 (99.12%) | pacedZoneDataset=226/228 (99.12%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | pacedZoneWorse=false | standardFamily=REAR_BOUNDARY_LOCK | pacedZoneFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:01
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 21
Scenario seed: -2044535203408771427

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 92.77%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 895
Passengers seated: 235/235
Average waiting ticks: 392.07
Longest waiting passenger: P46->11F(RIGHT)
Longest waiting ticks: 837

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: RIGHT:tiles4-10:occupied=6:anchor=P130:selected=P90:directReleases=0:releasePotential=5

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 64
Regions dissolved: 2
Repeated reconstructions avoided: 64
Largest region lifetime: 34
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=34
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1690
Maximum occupied tiles: 12
Seat events: 109
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1756
Maximum occupied tiles: 13
Seat events: 126
Single-blocker events: 33
Multiple-blocker events: 18
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 134
Reservations granted: 134
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4441
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5569
Total stationary ticks: 95838
Seat-event requests: 257
Failed seat-event starts: 22

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 544
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 22
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 544
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 255\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 26\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:01
Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 21
Scenario seed: -2044535203408771427

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 92.77%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2367
Passengers seated: 141/235
Average waiting ticks: 883.96
Longest waiting passenger: P3->13B(LEFT)
Longest waiting ticks: 2367

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 39
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 29
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=LOWER_HIERARCHICAL_PRIORITY_DEFERRED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 4469
Regions dissolved: 0
Repeated reconstructions avoided: 4469
Largest region lifetime: 2236
Maximum simultaneous active regions: 2
Regions active at termination: 2
Last lifecycle event: UPDATE:R1:age=2236:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 2175
State changes reopening evaluation: 37
Region priority competitions: 1785
Regions ranked: 3570
Hierarchical selections: 1785
Lower-priority evaluations deferred: 1677
Highest selected priority score: 32010
Left/right priority wins: 1785/0
Priority ties: 0
Last priority decision: LEFT:R2:score=32010 | RIGHT:R1:score=3410 | selected=LEFT

LEFT AISLE
----------
Total moves: 872
Maximum occupied tiles: 29
Seat events: 18
Single-blocker events: 2
Multiple-blocker events: 0
Temporary aisle reoccupations: 2

RIGHT AISLE
-----------
Total moves: 1753
Maximum occupied tiles: 18
Seat events: 123
Single-blocker events: 34
Multiple-blocker events: 6
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 3973
Reservations granted: 3973
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 62
Remaining moving in aisle: 30
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 65875
Longest unresolved passenger ID: 3
Longest unresolved row: 13
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 29
Longest dependency chain: P169(19F/LEFT) -> P148(21F/LEFT) -> P134(21C/LEFT) -> P194(21A/LEFT) -> P215(18A/LEFT) -> P164(18B/LEFT) -> P24(20A/LEFT) -> P92(21B/LEFT) -> P70(20F/LEFT) -> P43(21E/LEFT) -> P141(19B/LEFT) -> P139(22A/LEFT) -> P231(26B/LEFT) -> P2(26E/LEFT) -> P211(23D/LEFT) -> P48(25C/LEFT) -> P213(23A/LEFT) -> P112(22B/LEFT) -> P31(24A/LEFT) -> P6(22C/LEFT) -> P216(22F/LEFT) -> P227(25F/LEFT) -> P184(25B/LEFT) -> P11(25A/LEFT) -> P45(26A/LEFT) -> P32(30B/LEFT) -> P171(28F/LEFT) -> P51(30C/LEFT) -> P33(29E/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 169
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 30
Total blocked ticks: 75372
Total stationary ticks: 277717
Seat-event requests: 4040
Failed seat-event starts: 3899

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 33
Critical blocker identity: P33->29E(LEFT)
Direct fan-out: 1
Total indirect descendants: 28
Critical tree size including blocker: 29
Critical tree depth: 29
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 32
Unresolved outside passengers: 62
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P33(29E/LEFT/WAITING_FOR_SEAT_EVENT)
  P51(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P171(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P32(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P45(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P11(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P184(25B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P227(25F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P216(22F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P6(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P31(24A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P112(22B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P213(23A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P48(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P211(23D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P2(26E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P231(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P139(22A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P141(19B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P43(21E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P70(20F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P92(21B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P24(20A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P164(18B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                P215(18A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P194(21A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P134(21C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P148(21F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P169(19F/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 3897
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 2
Rear-boundary failures: 3897
Middle-bank reservation failures: 0
Active-event deferrals: 672
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 4040\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 2\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 21 | standardDataset=235/235 (100.00%) | pacedZoneDataset=141/235 (60.00%) | seatedDelta=-94 | completionDelta=-40.00% | outsideDelta=+62 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pacedZoneWorse=true | standardFamily=COMPLETE_CABIN | pacedZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:01
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 22
Scenario seed: -6835070174243397533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 886
Passengers seated: 235/235
Average waiting ticks: 395.20
Longest waiting passenger: P69->6H(RIGHT)
Longest waiting ticks: 847

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1633
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 31
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1809
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 63

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 127
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4011
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4800
Total stationary ticks: 95994
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 433
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 433
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 246\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:01
Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 22
Scenario seed: -6835070174243397533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2375
Passengers seated: 132/235
Average waiting ticks: 997.99
Longest waiting passenger: P1->4D(LEFT)
Longest waiting ticks: 2375

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 37
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 28
Selected release potential total: 2
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 2295
Regions dissolved: 1
Repeated reconstructions avoided: 2295
Largest region lifetime: 2286
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2286:occupied=28
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 2247
State changes reopening evaluation: 36
Region priority competitions: 2
Regions ranked: 4
Hierarchical selections: 2
Lower-priority evaluations deferred: 0
Highest selected priority score: 30910
Left/right priority wins: 2/0
Priority ties: 0
Last priority decision: LEFT:R1:score=30910 | RIGHT:R2:score=2214 | selected=LEFT

LEFT AISLE
----------
Total moves: 571
Maximum occupied tiles: 28
Seat events: 7
Single-blocker events: 0
Multiple-blocker events: 0
Temporary aisle reoccupations: 0

RIGHT AISLE
-----------
Total moves: 1809
Maximum occupied tiles: 17
Seat events: 125
Single-blocker events: 32
Multiple-blocker events: 7
Temporary aisle reoccupations: 47

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2360
Reservations granted: 2360
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 75
Remaining moving in aisle: 27
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 61373
Longest unresolved passenger ID: 1
Longest unresolved row: 4
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 28
Longest dependency chain: P198(18B/LEFT) -> P144(20D/LEFT) -> P145(18E/LEFT) -> P197(17C/LEFT) -> P108(26E/LEFT) -> P91(25B/LEFT) -> P39(25A/LEFT) -> P149(22E/LEFT) -> P14(25E/LEFT) -> P21(26A/LEFT) -> P40(26B/LEFT) -> P112(22A/LEFT) -> P220(23E/LEFT) -> P202(24A/LEFT) -> P168(26D/LEFT) -> P103(23C/LEFT) -> P68(23A/LEFT) -> P164(22B/LEFT) -> P117(23B/LEFT) -> P171(24B/LEFT) -> P18(27A/LEFT) -> P23(28A/LEFT) -> P203(29A/LEFT) -> P206(28B/LEFT) -> P215(27B/LEFT) -> P86(30B/LEFT) -> P228(29F/LEFT) -> P130(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 198
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 27
Total blocked ticks: 68377
Total stationary ticks: 299759
Seat-event requests: 2424
Failed seat-event starts: 2292

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 130
Critical blocker identity: P130->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 27
Critical tree size including blocker: 28
Critical tree depth: 28
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 28
Unresolved outside passengers: 75
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P130(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P228(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P86(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P215(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P206(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P203(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P23(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P18(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P171(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P117(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P164(22B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P68(23A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P103(23C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P168(26D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P202(24A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P220(23E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P112(22A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P40(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P21(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P14(25E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P149(22E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P39(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P91(25B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P108(26E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                P197(17C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P145(18E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P144(20D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P198(18B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 2288
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 4
Rear-boundary failures: 2288
Middle-bank reservation failures: 0
Active-event deferrals: 194
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2423\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 22 | standardDataset=235/235 (100.00%) | pacedZoneDataset=132/235 (56.17%) | seatedDelta=-103 | completionDelta=-43.83% | outsideDelta=+75 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | pacedZoneWorse=true | standardFamily=COMPLETE_CABIN | pacedZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:02
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 23
Scenario seed: -6295077097396450737

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 74.48%
Aisle-assignment balance: 90.63%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 745
Passengers seated: 192/192
Average waiting ticks: 312.55
Longest waiting passenger: P47->18H(RIGHT)
Longest waiting ticks: 691

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1312
Maximum occupied tiles: 14
Seat events: 87
Single-blocker events: 22
Multiple-blocker events: 6
Temporary aisle reoccupations: 37

RIGHT AISLE
-----------
Total moves: 1545
Maximum occupied tiles: 12
Seat events: 105
Single-blocker events: 32
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 104
Reservations granted: 104
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3562
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4412
Total stationary ticks: 62915
Seat-event requests: 196
Failed seat-event starts: 4

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 477
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 4
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 477
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 196\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:02
Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 23
Scenario seed: -6295077097396450737

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 74.48%
Aisle-assignment balance: 90.63%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2104
Passengers seated: 96/192
Average waiting ticks: 892.35
Longest waiting passenger: P5->5G(RIGHT)
Longest waiting ticks: 2104

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 31
Cluster candidates evaluated: 31
Executable cluster candidates: 0
Rejected cluster candidates: 31
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 29
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2006
Regions dissolved: 0
Repeated reconstructions avoided: 2006
Largest region lifetime: 2007
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2007:occupied=29
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1974
State changes reopening evaluation: 30
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1312
Maximum occupied tiles: 15
Seat events: 87
Single-blocker events: 20
Multiple-blocker events: 1
Temporary aisle reoccupations: 22

RIGHT AISLE
-----------
Total moves: 653
Maximum occupied tiles: 29
Seat events: 9
Single-blocker events: 3
Multiple-blocker events: 0
Temporary aisle reoccupations: 3

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2055
Reservations granted: 2055
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 67
Remaining moving in aisle: 27
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 53858
Longest unresolved passenger ID: 5
Longest unresolved row: 5
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 28
Longest dependency chain: P2(19C/RIGHT) -> P109(17F/RIGHT) -> P146(17H/RIGHT) -> P108(19F/RIGHT) -> P141(19H/RIGHT) -> P90(19G/RIGHT) -> P164(23D/RIGHT) -> P160(26H/RIGHT) -> P97(26G/RIGHT) -> P7(25F/RIGHT) -> P142(24G/RIGHT) -> P158(25C/RIGHT) -> P64(25H/RIGHT) -> P65(22G/RIGHT) -> P84(22D/RIGHT) -> P86(23G/RIGHT) -> P93(26D/RIGHT) -> P162(23F/RIGHT) -> P52(25G/RIGHT) -> P46(24F/RIGHT) -> P88(26E/RIGHT) -> P57(25D/RIGHT) -> P177(28H/RIGHT) -> P145(27D/RIGHT) -> P60(30H/RIGHT) -> P54(30G/RIGHT) -> P98(29D/RIGHT) -> P172(28C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 2
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 27
Total blocked ticks: 61630
Total stationary ticks: 228359
Seat-event requests: 2104
Failed seat-event starts: 2008

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 172
Critical blocker identity: P172->28C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 27
Critical tree size including blocker: 28
Critical tree depth: 28
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 29
Unresolved outside passengers: 67
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P172(28C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P98(29D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P54(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P60(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P145(27D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P177(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P57(25D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P88(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P46(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P52(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P162(23F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P93(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P86(23G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P84(22D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P65(22G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P64(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P158(25C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P142(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P7(25F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P97(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P160(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P164(23D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P90(19G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P141(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P108(19F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P146(17H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P109(17F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P2(19C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 2008
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 0
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 2008
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 132
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[0]: P0(30C/RIGHT/WAITING_AT_ROW@tile30) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P0->30C(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P0{seat=30C,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=96,reason=WAITING_FOR_SEAT_EVENT,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 0
Final row-event chain: 172|0
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2104\nPrecedence substitutions made: 1\nDependency chains followed: 2009\nBlocked by waiting-row occupant: 2009\nSubstituted events started: 0\nOccupied-space rejections: 2009\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 23 | standardDataset=192/192 (100.00%) | pacedZoneDataset=96/192 (50.00%) | seatedDelta=-96 | completionDelta=-50.00% | outsideDelta=+67 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pacedZoneWorse=true | standardFamily=COMPLETE_CABIN | pacedZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:02
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 24
Scenario seed: -4059921606334931406

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.49%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2787
Passengers seated: 293/353
Average waiting ticks: 866.46
Longest waiting passenger: P1->8F(LEFT)
Longest waiting ticks: 2787

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 5
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 6
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1973
Regions dissolved: 0
Repeated reconstructions avoided: 1973
Largest region lifetime: 1974
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1974:occupied=6
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1967
State changes reopening evaluation: 4
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2108
Maximum occupied tiles: 13
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 3173
Maximum occupied tiles: 14
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 20
Temporary aisle reoccupations: 96

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2094
Reservations granted: 2094
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 50
Remaining moving in aisle: 6
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 12204
Longest unresolved passenger ID: 1
Longest unresolved row: 8
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 6
Longest dependency chain: P276(7B/LEFT) -> P183(7A/LEFT) -> P45(23F/LEFT) -> P129(18A/LEFT) -> P187(21A/LEFT) -> P245(6G/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 276
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 27006
Total stationary ticks: 322793
Seat-event requests: 2276
Failed seat-event starts: 1983

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 245
Critical blocker identity: P245->6G(LEFT)
Direct fan-out: 1
Total indirect descendants: 5
Critical tree size including blocker: 6
Critical tree depth: 6
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 10
Unresolved outside passengers: 50
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P245(6G/LEFT/WAITING_FOR_SEAT_EVENT)
  P187(21A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P129(18A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P45(23F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P183(7A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P276(7B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1983
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 7|8|9
Critical blocker unavailable yield tiles: 9
Critical blocker yield-tile occupants: 266
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1983
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 613
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[266]: P266(23C/LEFT/MOVING_IN_AISLE@tile9) -> P161(10C/LEFT/WAITING_AT_ROW@tile10) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P161->10C(LEFT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P266{seat=23C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=9,directBlocker=161,lastMoveTick=813,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 7|8|9
Current unavailable yield tiles: 9
Current yield-tile occupants: 266
Final row-event chain: 245|266|161
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2276\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 1984\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:02
Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 24
Scenario seed: -4059921606334931406

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.49%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 1779
Passengers seated: 45/353
Average waiting ticks: 1280.47
Longest waiting passenger: P1->8F(LEFT)
Longest waiting ticks: 1779

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 45
Cluster candidates evaluated: 46
Executable cluster candidates: 0
Rejected cluster candidates: 46
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 35
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 3226
Regions dissolved: 0
Repeated reconstructions avoided: 3226
Largest region lifetime: 1638
Maximum simultaneous active regions: 2
Regions active at termination: 2
Last lifecycle event: UPDATE:R1:age=1638:occupied=35
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1592
State changes reopening evaluation: 43
Region priority competitions: 1539
Regions ranked: 3078
Hierarchical selections: 1539
Lower-priority evaluations deferred: 1525
Highest selected priority score: 38610
Left/right priority wins: 0/1539
Priority ties: 1405
Last priority decision: LEFT:R2:score=38610 | RIGHT:R1:score=38610 | selected=RIGHT

LEFT AISLE
----------
Total moves: 1572
Maximum occupied tiles: 35
Seat events: 32
Single-blocker events: 7
Multiple-blocker events: 1
Temporary aisle reoccupations: 10

RIGHT AISLE
-----------
Total moves: 1026
Maximum occupied tiles: 35
Seat events: 13
Single-blocker events: 3
Multiple-blocker events: 1
Temporary aisle reoccupations: 5

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1665
Reservations granted: 1661
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 238
Remaining moving in aisle: 62
Remaining waiting at row: 8
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 96470
Longest unresolved passenger ID: 1
Longest unresolved row: 8
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 34
Longest dependency chain: P18(26F/RIGHT) -> P160(31H/RIGHT) -> P182(29I/RIGHT) -> P305(26G/RIGHT) -> P79(30E/RIGHT) -> P196(26H/RIGHT) -> P168(28F/RIGHT) -> P48(28H/RIGHT) -> P308(31E/RIGHT) -> P87(28I/RIGHT) -> P164(27H/RIGHT) -> P71(30H/RIGHT) -> P290(29J/RIGHT) -> P324(29H/RIGHT) -> P293(27E/RIGHT) -> P298(31J/RIGHT) -> P46(31F/RIGHT) -> P235(28J/RIGHT) -> P346(30J/RIGHT) -> P256(29F/RIGHT) -> P135(30D/RIGHT) -> P282(26I/RIGHT) -> P125(33D/RIGHT) -> P110(33I/RIGHT) -> P39(32E/RIGHT) -> P329(34I/RIGHT) -> P210(36I/RIGHT) -> P326(32H/RIGHT) -> P328(32G/RIGHT) -> P264(33E/RIGHT) -> P68(36H/RIGHT) -> P303(36J/RIGHT) -> P184(34J/RIGHT) -> P227(34E/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 18
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 62
Total blocked ticks: 112205
Total stationary ticks: 551282
Seat-event requests: 3223
Failed seat-event starts: 3178

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 227
Critical blocker identity: P227->34E(RIGHT)
Direct fan-out: 1
Total indirect descendants: 33
Critical tree size including blocker: 34
Critical tree depth: 34
Frozen internal components: 8
Terminal WAITING_FOR_SEAT_EVENT nodes: 8
Unresolved internal passengers: 70
Unresolved outside passengers: 238
Unresolved internal passengers outside critical tree: 36
Critical blocker tree:
P227(34E/RIGHT/WAITING_FOR_SEAT_EVENT)
  P184(34J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P303(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P68(36H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P264(33E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P328(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P326(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P210(36I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P329(34I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P39(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P110(33I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P125(33D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P282(26I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P135(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P256(29F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P346(30J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P235(28J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P46(31F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P298(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P293(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P324(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P290(29J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P71(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P164(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P87(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P308(31E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P48(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P168(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P196(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                          P79(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                            P305(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                              P182(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                                P160(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                                  P18(26F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 3173
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 35|36
Critical blocker unavailable yield tiles: 35
Critical blocker yield-tile occupants: 339
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 5
Waiting-row passengers with multiple blockers: 3
Yield-tile occupied failures: 3173
Rear-boundary failures: 5
Middle-bank reservation failures: 4
Active-event deferrals: 246
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[339]: P339(35E/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P339->35E(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P339{seat=35E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=133,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 35|36
Current unavailable yield tiles: 35
Current yield-tile occupants: 339
Final row-event chain: 227|339
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 8
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3228\nPrecedence substitutions made: 0\nDependency chains followed: 3149\nBlocked by waiting-row occupant: 6160\nSubstituted events started: 0\nOccupied-space rejections: 16737\nMaximum scheduling-chain depth: 4\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 24 | standardDataset=293/353 (83.00%) | pacedZoneDataset=45/353 (12.75%) | seatedDelta=-248 | completionDelta=-70.25% | outsideDelta=+188 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pacedZoneWorse=true | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | pacedZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:02
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 25
Scenario seed: -1984087817750089137

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.47%
Blocker-prone seat share (topology component): 60.19%
Aisle-assignment balance: 98.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1162
Passengers seated: 324/324
Average waiting ticks: 533.23
Longest waiting passenger: P320->24H(RIGHT)
Longest waiting ticks: 1102

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2841
Maximum occupied tiles: 14
Seat events: 159
Single-blocker events: 43
Multiple-blocker events: 23
Temporary aisle reoccupations: 94

RIGHT AISLE
-----------
Total moves: 2801
Maximum occupied tiles: 13
Seat events: 165
Single-blocker events: 34
Multiple-blocker events: 22
Temporary aisle reoccupations: 82

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 138
Reservations granted: 137
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7491
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8954
Total stationary ticks: 179279
Seat-event requests: 336
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 685
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 685
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 337\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:02
Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 25
Scenario seed: -1984087817750089137

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 27.47%
Blocker-prone seat share (topology component): 60.19%
Aisle-assignment balance: 98.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1146
Passengers seated: 324/324
Average waiting ticks: 524.90
Longest waiting passenger: P54->5J(RIGHT)
Longest waiting ticks: 1123

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles5-11:occupied=6:anchor=P255:selected=P28:directReleases=1:releasePotential=5

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 37
Regions dissolved: 1
Repeated reconstructions avoided: 37
Largest region lifetime: 38
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=38
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2841
Maximum occupied tiles: 20
Seat events: 159
Single-blocker events: 45
Multiple-blocker events: 23
Temporary aisle reoccupations: 94

RIGHT AISLE
-----------
Total moves: 2801
Maximum occupied tiles: 19
Seat events: 165
Single-blocker events: 31
Multiple-blocker events: 23
Temporary aisle reoccupations: 82

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 141
Reservations granted: 137
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 13435
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 14600
Total stationary ticks: 182284
Seat-event requests: 334
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 624
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 1
Middle-bank reservation failures: 4
Active-event deferrals: 624
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 337\nPrecedence substitutions made: 14\nDependency chains followed: 17\nBlocked by waiting-row occupant: 17\nSubstituted events started: 17\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 25 | standardDataset=324/324 (100.00%) | pacedZoneDataset=324/324 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | pacedZoneWorse=false | standardFamily=COMPLETE_CABIN | pacedZoneFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:02
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 26
Scenario seed: 7357893226721307408

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.47%
Blocker-prone seat share (topology component): 59.88%
Aisle-assignment balance: 99.38%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2676
Passengers seated: 304/324
Average waiting ticks: 578.19
Longest waiting passenger: P160->19A(LEFT)
Longest waiting ticks: 2653

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 23
Cluster candidates evaluated: 70
Executable cluster candidates: 1
Rejected cluster candidates: 69
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 20
Selected release potential total: 4
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 1945
Regions dissolved: 3
Repeated reconstructions avoided: 1945
Largest region lifetime: 1915
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1915:occupied=20
Confirmation deferral ticks: 6
Regions reaching confirmation: 2
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1706
State changes reopening evaluation: 21
Region priority competitions: 2
Regions ranked: 4
Hierarchical selections: 2
Lower-priority evaluations deferred: 1
Highest selected priority score: 3315
Left/right priority wins: 1/1
Priority ties: 0
Last priority decision: LEFT:R2:score=3315 | RIGHT:R1:score=3310 | selected=LEFT

LEFT AISLE
----------
Total moves: 2795
Maximum occupied tiles: 24
Seat events: 141
Single-blocker events: 37
Multiple-blocker events: 14
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2787
Maximum occupied tiles: 12
Seat events: 163
Single-blocker events: 40
Multiple-blocker events: 23
Temporary aisle reoccupations: 91

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 222
Reservations granted: 222
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 14
Remaining waiting at row: 6
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 24164
Longest unresolved passenger ID: 88
Longest unresolved row: 36
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 12
Longest dependency chain: P31(25B/LEFT) -> P312(30E/LEFT) -> P85(35C/LEFT) -> P254(29E/LEFT) -> P2(36A/LEFT) -> P315(33B/LEFT) -> P48(32C/LEFT) -> P318(32D/LEFT) -> P215(31F/LEFT) -> P140(32E/LEFT) -> P322(35D/LEFT) -> P54(33F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 31
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 14
Total blocked ticks: 42128
Total stationary ticks: 216192
Seat-event requests: 2059
Failed seat-event starts: 1755

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 54
Critical blocker identity: P54->33F(LEFT)
Direct fan-out: 1
Total indirect descendants: 11
Critical tree size including blocker: 12
Critical tree depth: 12
Frozen internal components: 6
Terminal WAITING_FOR_SEAT_EVENT nodes: 6
Unresolved internal passengers: 20
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 8
Critical blocker tree:
P54(33F/LEFT/WAITING_FOR_SEAT_EVENT)
  P322(35D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P140(32E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P215(31F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P318(32D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P48(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P315(33B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P2(36A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P254(29E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P85(35C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P312(30E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P31(25B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1755
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 34|35
Critical blocker unavailable yield tiles: 34|35
Critical blocker yield-tile occupants: 76|133
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 3
Yield-tile occupied failures: 1755
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 1269
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 1
Yield-occupant trace: yieldOccupant[76]: P76(34B/LEFT/WAITING_AT_ROW@tile34) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[133]: P133(35G/LEFT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P133->35G(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: false
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: P76{seat=34B,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=34,directBlocker=-1,lastMoveTick=745,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} || P133{seat=35G,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=744,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 34|35
Current unavailable yield tiles: 34|35
Current yield-tile occupants: 76|133
Final row-event chain: 54|76
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 6
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2058\nPrecedence substitutions made: 3\nDependency chains followed: 106\nBlocked by waiting-row occupant: 292\nSubstituted events started: 4\nOccupied-space rejections: 7325\nMaximum scheduling-chain depth: 4\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:02
Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 26
Scenario seed: 7357893226721307408

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 27.47%
Blocker-prone seat share (topology component): 59.88%
Aisle-assignment balance: 99.38%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2647
Passengers seated: 175/324
Average waiting ticks: 1243.06
Longest waiting passenger: P0->1A(LEFT)
Longest waiting ticks: 2647

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 43
Cluster candidates evaluated: 129
Executable cluster candidates: 0
Rejected cluster candidates: 129
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 36
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2507
Regions dissolved: 0
Repeated reconstructions avoided: 2507
Largest region lifetime: 2508
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2508:occupied=36
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 2463
State changes reopening evaluation: 42
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1028
Maximum occupied tiles: 36
Seat events: 12
Single-blocker events: 5
Multiple-blocker events: 0
Temporary aisle reoccupations: 5

RIGHT AISLE
-----------
Total moves: 2787
Maximum occupied tiles: 18
Seat events: 163
Single-blocker events: 37
Multiple-blocker events: 14
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2582
Reservations granted: 2579
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 113
Remaining moving in aisle: 32
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 79726
Longest unresolved passenger ID: 0
Longest unresolved row: 1
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 33
Longest dependency chain: P215(31F/LEFT) -> P207(27B/LEFT) -> P316(30B/LEFT) -> P243(29C/LEFT) -> P161(31C/LEFT) -> P233(28B/LEFT) -> P7(29A/LEFT) -> P75(28A/LEFT) -> P4(27A/LEFT) -> P36(29D/LEFT) -> P98(26G/LEFT) -> P191(31D/LEFT) -> P197(26F/LEFT) -> P155(30D/LEFT) -> P73(31B/LEFT) -> P111(31A/LEFT) -> P305(26A/LEFT) -> P175(27C/LEFT) -> P209(28G/LEFT) -> P171(26B/LEFT) -> P255(27G/LEFT) -> P205(28E/LEFT) -> P252(30C/LEFT) -> P266(26D/LEFT) -> P288(32B/LEFT) -> P85(35C/LEFT) -> P2(36A/LEFT) -> P315(33B/LEFT) -> P48(32C/LEFT) -> P318(32D/LEFT) -> P140(32E/LEFT) -> P322(35D/LEFT) -> P54(33F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 215
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 32
Total blocked ticks: 97233
Total stationary ticks: 488776
Seat-event requests: 2688
Failed seat-event starts: 2513

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 54
Critical blocker identity: P54->33F(LEFT)
Direct fan-out: 1
Total indirect descendants: 32
Critical tree size including blocker: 33
Critical tree depth: 33
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 36
Unresolved outside passengers: 113
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P54(33F/LEFT/WAITING_FOR_SEAT_EVENT)
  P322(35D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P140(32E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P318(32D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P48(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P315(33B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P2(36A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P85(35C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P288(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P266(26D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P252(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P205(28E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P255(27G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P171(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P209(28G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P175(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P305(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P111(31A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P73(31B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P155(30D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P197(26F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P191(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P98(26G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P36(29D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                P4(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P75(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P7(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P233(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P161(31C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                          P243(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                            P316(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                              P207(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                                P215(31F/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 2511
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 34|35
Critical blocker unavailable yield tiles: 34|35
Critical blocker yield-tile occupants: 76|133
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 2511
Rear-boundary failures: 2
Middle-bank reservation failures: 3
Active-event deferrals: 270
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 2
Trace length: 1
Yield-occupant trace: yieldOccupant[76]: P76(34B/LEFT/WAITING_AT_ROW@tile34) -> [OPEN_CHAIN_TO_ROW_EVENT] || yieldOccupant[133]: P133(35G/LEFT/WAITING_AT_ROW@tile35) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P133->35G(LEFT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 2
All yield occupants in same frozen component: false
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P76{seat=34B,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=34,directBlocker=-1,lastMoveTick=137,reason=WAITING_FOR_SEAT_EVENT,prerequisite=YIELD_TILE_OCCUPIED} || P133{seat=35G,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=136,reason=WAITING_FOR_SEAT_EVENT,prerequisite=YIELD_TILE_OCCUPIED}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 34|35
Current unavailable yield tiles: 34|35
Current yield-tile occupants: 76|133
Final row-event chain: 54|76
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2691\nPrecedence substitutions made: 2\nDependency chains followed: 2513\nBlocked by waiting-row occupant: 7532\nSubstituted events started: 2\nOccupied-space rejections: 17655\nMaximum scheduling-chain depth: 4\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 26 | standardDataset=304/324 (93.83%) | pacedZoneDataset=175/324 (54.01%) | seatedDelta=-129 | completionDelta=-39.81% | outsideDelta=+113 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pacedZoneWorse=true | standardFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL | pacedZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:02
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 27
Scenario seed: 9120591186050794345

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 26.85%
Blocker-prone seat share (topology component): 60.19%
Aisle-assignment balance: 96.91%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1190
Passengers seated: 324/324
Average waiting ticks: 533.58
Longest waiting passenger: P204->22D(RIGHT)
Longest waiting ticks: 1102

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 4
Executable cluster candidates: 2
Rejected cluster candidates: 2
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 7
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 71
Regions dissolved: 3
Repeated reconstructions avoided: 71
Largest region lifetime: 42
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=17
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2756
Maximum occupied tiles: 14
Seat events: 157
Single-blocker events: 46
Multiple-blocker events: 15
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2934
Maximum occupied tiles: 16
Seat events: 167
Single-blocker events: 43
Multiple-blocker events: 28
Temporary aisle reoccupations: 106

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 137
Reservations granted: 135
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7134
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8898
Total stationary ticks: 179145
Seat-event requests: 343
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 808
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 808
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 343\nPrecedence substitutions made: 4\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 7\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:02
Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 27
Scenario seed: 9120591186050794345

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 26.85%
Blocker-prone seat share (topology component): 60.19%
Aisle-assignment balance: 96.91%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2656
Passengers seated: 321/324
Average waiting ticks: 542.59
Longest waiting passenger: P278->34B(LEFT)
Longest waiting ticks: 2546

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 6
Executable cluster candidates: 0
Rejected cluster candidates: 6
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 2509
Regions dissolved: 1
Repeated reconstructions avoided: 2509
Largest region lifetime: 2499
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2499:occupied=3
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1804
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2756
Maximum occupied tiles: 21
Seat events: 154
Single-blocker events: 44
Multiple-blocker events: 13
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2934
Maximum occupied tiles: 20
Seat events: 167
Single-blocker events: 43
Multiple-blocker events: 29
Temporary aisle reoccupations: 107

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 142
Reservations granted: 130
Reservations denied/waited: 12
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 13443
Longest unresolved passenger ID: 40
Longest unresolved row: 36
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 1
Longest dependency chain: P40(36A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 40
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 22086
Total stationary ticks: 188106
Seat-event requests: 2138
Failed seat-event starts: 1817

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 40
Critical blocker identity: P40->36A(LEFT)
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 1
Critical tree depth: 1
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P40(36A/LEFT/WAITING_FOR_SEAT_EVENT)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 2173
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1815
Rear-boundary failures: 2
Middle-bank reservation failures: 12
Active-event deferrals: 2173
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 37|38
Current unavailable yield tiles: 37|38
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2150\nPrecedence substitutions made: 10\nDependency chains followed: 1820\nBlocked by waiting-row occupant: 3628\nSubstituted events started: 12\nOccupied-space rejections: 7398\nMaximum scheduling-chain depth: 3\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 27 | standardDataset=324/324 (100.00%) | pacedZoneDataset=321/324 (99.07%) | seatedDelta=-3 | completionDelta=-0.93% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pacedZoneWorse=true | standardFamily=COMPLETE_CABIN | pacedZoneFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:02
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 28
Scenario seed: -2821629856653972902

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.49%
Blocker-prone seat share (topology component): 59.94%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1210
Passengers seated: 342/342
Average waiting ticks: 571.43
Longest waiting passenger: P138->11F(LEFT)
Longest waiting ticks: 1175

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 7
Regions dissolved: 1
Repeated reconstructions avoided: 7
Largest region lifetime: 8
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=8
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2821
Maximum occupied tiles: 12
Seat events: 171
Single-blocker events: 46
Multiple-blocker events: 21
Temporary aisle reoccupations: 91

RIGHT AISLE
-----------
Total moves: 3134
Maximum occupied tiles: 13
Seat events: 171
Single-blocker events: 48
Multiple-blocker events: 23
Temporary aisle reoccupations: 98

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 157
Reservations granted: 149
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7444
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9154
Total stationary ticks: 201829
Seat-event requests: 359
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 842
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 842
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 367\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:02
Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 28
Scenario seed: -2821629856653972902

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 27.49%
Blocker-prone seat share (topology component): 59.94%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2691
Passengers seated: 224/342
Average waiting ticks: 1023.18
Longest waiting passenger: P8->4D(RIGHT)
Longest waiting ticks: 2691

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 46
Cluster candidates evaluated: 82
Executable cluster candidates: 0
Rejected cluster candidates: 82
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 34
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2476
Regions dissolved: 0
Repeated reconstructions avoided: 2476
Largest region lifetime: 2477
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2477:occupied=34
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 2285
State changes reopening evaluation: 45
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2821
Maximum occupied tiles: 19
Seat events: 171
Single-blocker events: 43
Multiple-blocker events: 14
Temporary aisle reoccupations: 71

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 34
Seat events: 53
Single-blocker events: 15
Multiple-blocker events: 5
Temporary aisle reoccupations: 25

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2435
Reservations granted: 2433
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 84
Remaining moving in aisle: 31
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 70864
Longest unresolved passenger ID: 8
Longest unresolved row: 4
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 30
Longest dependency chain: P63(22F/RIGHT) -> P192(22I/RIGHT) -> P112(21I/RIGHT) -> P299(20H/RIGHT) -> P68(25G/RIGHT) -> P6(20I/RIGHT) -> P337(24H/RIGHT) -> P189(25H/RIGHT) -> P244(25J/RIGHT) -> P196(23H/RIGHT) -> P228(24I/RIGHT) -> P154(22H/RIGHT) -> P37(23D/RIGHT) -> P79(23I/RIGHT) -> P162(25I/RIGHT) -> P35(21J/RIGHT) -> P16(23G/RIGHT) -> P246(20J/RIGHT) -> P30(20G/RIGHT) -> P229(25E/RIGHT) -> P150(22J/RIGHT) -> P210(23F/RIGHT) -> P157(24J/RIGHT) -> P170(26F/RIGHT) -> P125(30J/RIGHT) -> P182(28F/RIGHT) -> P113(29F/RIGHT) -> P153(31I/RIGHT) -> P137(31F/RIGHT) -> P220(30D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 63
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 31
Total blocked ticks: 88732
Total stationary ticks: 429959
Seat-event requests: 2564
Failed seat-event starts: 2340

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 220
Critical blocker identity: P220->30D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 29
Critical tree size including blocker: 30
Critical tree depth: 30
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 34
Unresolved outside passengers: 84
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P220(30D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P137(31F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P153(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P113(29F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P182(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P125(30J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P170(26F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P157(24J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P210(23F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P150(22J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P229(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P30(20G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P246(20J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P16(23G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P35(21J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P162(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P79(23I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P37(23D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P154(22H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P228(24I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P196(23H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P244(25J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P189(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P337(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P6(20I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P68(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P299(20H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P112(21I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P192(22I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                          P63(22F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 2304
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 31|32|33
Critical blocker unavailable yield tiles: 31|32|33
Critical blocker yield-tile occupants: 143|55|308
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 2304
Rear-boundary failures: 36
Middle-bank reservation failures: 2
Active-event deferrals: 564
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 3
Trace length: 3
Yield-occupant trace: yieldOccupant[143]: P143(31E/RIGHT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[55]: P55(35E/RIGHT/MOVING_IN_AISLE@tile32) -> P308(35G/RIGHT/MOVING_IN_AISLE@tile33) -> P43(34D/RIGHT/WAITING_AT_ROW@tile34) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[308]: P308(35G/RIGHT/MOVING_IN_AISLE@tile33) -> P43(34D/RIGHT/WAITING_AT_ROW@tile34) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P43->34D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: false
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P143{seat=31E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=325,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} || P55{seat=35E,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=32,directBlocker=308,lastMoveTick=205,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P308{seat=35G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=33,directBlocker=43,lastMoveTick=204,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 31|32|33
Current unavailable yield tiles: 31|32|33
Current yield-tile occupants: 143|55|308
Final row-event chain: 220|143
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2566\nPrecedence substitutions made: 5\nDependency chains followed: 2296\nBlocked by waiting-row occupant: 2296\nSubstituted events started: 2\nOccupied-space rejections: 9230\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 28 | standardDataset=342/342 (100.00%) | pacedZoneDataset=224/342 (65.50%) | seatedDelta=-118 | completionDelta=-34.50% | outsideDelta=+84 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pacedZoneWorse=true | standardFamily=COMPLETE_CABIN | pacedZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:02
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 29
Scenario seed: -8902970659294133059

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.72%
Blocker-prone seat share (topology component): 74.07%
Aisle-assignment balance: 99.07%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2267
Passengers seated: 214/216
Average waiting ticks: 360.44
Longest waiting passenger: P141->29C(RIGHT)
Longest waiting ticks: 2217

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1613
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 28
Multiple-blocker events: 5
Temporary aisle reoccupations: 38

RIGHT AISLE
-----------
Total moves: 1489
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 30
Multiple-blocker events: 8
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1622
Reservations granted: 1620
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3953
Longest unresolved passenger ID: 161
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P161(30G/RIGHT) -> P141(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 161
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 7904
Total stationary ticks: 82668
Seat-event requests: 1726
Failed seat-event starts: 1512

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 141
Critical blocker identity: P141->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P141(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P161(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1509
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 30|31|32
Critical blocker unavailable yield tiles: 31|32
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 3
Rear-boundary failures: 1509
Middle-bank reservation failures: 2
Active-event deferrals: 480
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 30|31|32
Current unavailable yield tiles: 31|32
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1728\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:02
Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 29
Scenario seed: -8902970659294133059

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 34.72%
Blocker-prone seat share (topology component): 74.07%
Aisle-assignment balance: 99.07%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2252
Passengers seated: 214/216
Average waiting ticks: 354.57
Longest waiting passenger: P141->29C(RIGHT)
Longest waiting ticks: 2179

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1613
Maximum occupied tiles: 17
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 8
Temporary aisle reoccupations: 47

RIGHT AISLE
-----------
Total moves: 1489
Maximum occupied tiles: 16
Seat events: 107
Single-blocker events: 28
Multiple-blocker events: 5
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1779
Reservations granted: 1774
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7119
Longest unresolved passenger ID: 161
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P161(30G/RIGHT) -> P141(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 161
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 12021
Total stationary ticks: 85047
Seat-event requests: 1880
Failed seat-event starts: 1666

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 141
Critical blocker identity: P141->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P141(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P161(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1664
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 30|31|32
Critical blocker unavailable yield tiles: 31|32
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 2
Rear-boundary failures: 1664
Middle-bank reservation failures: 5
Active-event deferrals: 710
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 30|31|32
Current unavailable yield tiles: 31|32
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1885\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 29 | standardDataset=214/216 (99.07%) | pacedZoneDataset=214/216 (99.07%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pacedZoneWorse=false | standardFamily=REAR_BOUNDARY_LOCK | pacedZoneFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:02
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 30
Scenario seed: -5023925618204149312

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.47%
Blocker-prone seat share (topology component): 60.49%
Aisle-assignment balance: 95.68%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1194
Passengers seated: 324/324
Average waiting ticks: 535.05
Longest waiting passenger: P321->25B(LEFT)
Longest waiting ticks: 1142

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 7
Regions dissolved: 1
Repeated reconstructions avoided: 7
Largest region lifetime: 8
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=8
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2984
Maximum occupied tiles: 14
Seat events: 169
Single-blocker events: 60
Multiple-blocker events: 21
Temporary aisle reoccupations: 106

RIGHT AISLE
-----------
Total moves: 2683
Maximum occupied tiles: 13
Seat events: 155
Single-blocker events: 52
Multiple-blocker events: 14
Temporary aisle reoccupations: 83

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 140
Reservations granted: 140
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7339
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8875
Total stationary ticks: 179701
Seat-event requests: 336
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 731
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 731
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 336\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 21:51:02
Experiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 1983790101901
Scenario number: 30
Scenario seed: -5023925618204149312

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 27.47%
Blocker-prone seat share (topology component): 60.49%
Aisle-assignment balance: 95.68%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2576
Passengers seated: 169/324
Average waiting ticks: 1239.38
Longest waiting passenger: P0->12B(LEFT)
Longest waiting ticks: 2576

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 29
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 32
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2433
Regions dissolved: 0
Repeated reconstructions avoided: 2433
Largest region lifetime: 2434
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2434:occupied=32
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 2403
State changes reopening evaluation: 28
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1017
Maximum occupied tiles: 34
Seat events: 14
Single-blocker events: 3
Multiple-blocker events: 3
Temporary aisle reoccupations: 9

RIGHT AISLE
-----------
Total moves: 2683
Maximum occupied tiles: 20
Seat events: 155
Single-blocker events: 41
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2510
Reservations granted: 2503
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 121
Remaining moving in aisle: 31
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 75205
Longest unresolved passenger ID: 0
Longest unresolved row: 12
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 32
Longest dependency chain: P313(29A/LEFT) -> P183(26F/LEFT) -> P213(31F/LEFT) -> P121(27A/LEFT) -> P165(29B/LEFT) -> P92(30A/LEFT) -> P219(26E/LEFT) -> P239(30G/LEFT) -> P159(31D/LEFT) -> P314(27B/LEFT) -> P230(28B/LEFT) -> P19(27G/LEFT) -> P148(26G/LEFT) -> P70(27D/LEFT) -> P187(28G/LEFT) -> P144(31A/LEFT) -> P14(29G/LEFT) -> P125(29C/LEFT) -> P216(28A/LEFT) -> P238(30E/LEFT) -> P71(28F/LEFT) -> P167(31B/LEFT) -> P222(31C/LEFT) -> P237(26B/LEFT) -> P156(36B/LEFT) -> P20(34A/LEFT) -> P133(36D/LEFT) -> P15(35C/LEFT) -> P55(35A/LEFT) -> P205(36C/LEFT) -> P114(33B/LEFT) -> P294(32G/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 313
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 31
Total blocked ticks: 90216
Total stationary ticks: 483295
Seat-event requests: 2608
Failed seat-event starts: 2439

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 294
Critical blocker identity: P294->32G(LEFT)
Direct fan-out: 1
Total indirect descendants: 31
Critical tree size including blocker: 32
Critical tree depth: 32
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 34
Unresolved outside passengers: 121
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P294(32G/LEFT/WAITING_FOR_SEAT_EVENT)
  P114(33B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P205(36C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P55(35A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P15(35C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P133(36D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P20(34A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P156(36B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P237(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P222(31C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P167(31B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P71(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P238(30E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P216(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P125(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P14(29G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P144(31A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P187(28G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P70(27D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P148(26G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P19(27G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P230(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P314(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P159(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                P239(30G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P219(26E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P92(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P165(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                          P213(31F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                            P183(26F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                              P313(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 2437
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 33|34|35
Critical blocker unavailable yield tiles: 35
Critical blocker yield-tile occupants: 54
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 2437
Rear-boundary failures: 2
Middle-bank reservation failures: 7
Active-event deferrals: 299
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[54]: P54(35F/LEFT/WAITING_AT_ROW@tile35) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P54->35F(LEFT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P54{seat=35F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=135,reason=WAITING_FOR_SEAT_EVENT,prerequisite=YIELD_TILE_OCCUPIED}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 33|34|35
Current unavailable yield tiles: 35
Current yield-tile occupants: 54
Final row-event chain: 294|54
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PACED_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2616\nPrecedence substitutions made: 2\nDependency chains followed: 2438\nBlocked by waiting-row occupant: 4873\nSubstituted events started: 2\nOccupied-space rejections: 9743\nMaximum scheduling-chain depth: 3\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 30 | standardDataset=324/324 (100.00%) | pacedZoneDataset=169/324 (52.16%) | seatedDelta=-155 | completionDelta=-47.84% | outsideDelta=+121 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pacedZoneWorse=true | standardFamily=COMPLETE_CABIN | pacedZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 19
PACED GEOGRAPHIC MICRO-BATCH ADMISSION
************************************************************
Experiment seed: 1983790101901
Scenarios executed: 60
Successful completions: 29
Incomplete/MAX_TICKS: 31
Average completed ticks: 1733.73
Average waiting ticks: 591.74
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:03
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 1
Scenario seed: -4248938912819631269

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2327
Passengers seated: 221/235
Average waiting ticks: 455.32
Longest waiting passenger: P6->10H(RIGHT)
Longest waiting ticks: 2327

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 3
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles25-27:occupied=3:anchor=P29:selected=P181:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 15
Regions dissolved: 1
Repeated reconstructions avoided: 15
Largest region lifetime: 16
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=16
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1708
Maximum occupied tiles: 13
Seat events: 116
Single-blocker events: 28
Multiple-blocker events: 19
Temporary aisle reoccupations: 71

RIGHT AISLE
-----------
Total moves: 1555
Maximum occupied tiles: 12
Seat events: 105
Single-blocker events: 26
Multiple-blocker events: 9
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1717
Reservations granted: 1709
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 8
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5451
Longest unresolved passenger ID: 6
Longest unresolved row: 10
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P82(30E/RIGHT) -> P15(6G/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 82
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 15044
Total stationary ticks: 115476
Seat-event requests: 1820
Failed seat-event starts: 1599

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 15
Critical blocker identity: P15->6G(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 8
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P15(6G/RIGHT/WAITING_FOR_SEAT_EVENT)
  P82(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1599
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1599
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 519
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1828\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 4\nOccupied-space rejections: 1601\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:03
Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 1
Scenario seed: -4248938912819631269

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2300
Passengers seated: 132/235
Average waiting ticks: 941.93
Longest waiting passenger: P0->3F(RIGHT)
Longest waiting ticks: 2300

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 25
Cluster candidates evaluated: 25
Executable cluster candidates: 0
Rejected cluster candidates: 25
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 29
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2157
Regions dissolved: 0
Repeated reconstructions avoided: 2157
Largest region lifetime: 2158
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2158:occupied=29
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 2131
State changes reopening evaluation: 24
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1708
Maximum occupied tiles: 16
Seat events: 116
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 48

RIGHT AISLE
-----------
Total moves: 816
Maximum occupied tiles: 29
Seat events: 16
Single-blocker events: 3
Multiple-blocker events: 2
Temporary aisle reoccupations: 8

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2238
Reservations granted: 2237
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 74
Remaining moving in aisle: 27
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 58093
Longest unresolved passenger ID: 0
Longest unresolved row: 3
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 28
Longest dependency chain: P43(19C/RIGHT) -> P74(20E/RIGHT) -> P174(18H/RIGHT) -> P178(22H/RIGHT) -> P99(26E/RIGHT) -> P202(23G/RIGHT) -> P213(22D/RIGHT) -> P110(25C/RIGHT) -> P32(25G/RIGHT) -> P62(17E/RIGHT) -> P8(21H/RIGHT) -> P234(20H/RIGHT) -> P153(18F/RIGHT) -> P154(19H/RIGHT) -> P13(19D/RIGHT) -> P1(25H/RIGHT) -> P180(23H/RIGHT) -> P94(23D/RIGHT) -> P145(26H/RIGHT) -> P37(25F/RIGHT) -> P100(24H/RIGHT) -> P144(30G/RIGHT) -> P82(30E/RIGHT) -> P93(27H/RIGHT) -> P90(29H/RIGHT) -> P186(28G/RIGHT) -> P149(29G/RIGHT) -> P39(28D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 43
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 27
Total blocked ticks: 67705
Total stationary ticks: 283815
Seat-event requests: 2301
Failed seat-event starts: 2169

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 39
Critical blocker identity: P39->28D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 27
Critical tree size including blocker: 28
Critical tree depth: 28
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 29
Unresolved outside passengers: 74
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P39(28D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P149(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P90(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P93(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P82(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P144(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P100(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P37(25F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P145(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P94(23D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P180(23H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P1(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P13(19D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P154(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P153(18F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P234(20H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P8(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P62(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P32(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P110(25C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P213(22D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P202(23G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P99(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P178(22H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P174(18H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P74(20E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P43(19C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 2169
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 35
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 2169
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 225
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[35]: P35(30C/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P35->30C(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P35{seat=30C,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=106,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 35
Final row-event chain: 39|35
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2303\nPrecedence substitutions made: 1\nDependency chains followed: 2171\nBlocked by waiting-row occupant: 2171\nSubstituted events started: 0\nOccupied-space rejections: 2171\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 01 | standardDataset=221/235 (94.04%) | overlapZoneDataset=132/235 (56.17%) | seatedDelta=-89 | completionDelta=-37.87% | outsideDelta=+66 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapZoneWorse=true | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | overlapZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:03
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 2
Scenario seed: 2182383722134259186

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.46%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 784
Passengers seated: 216/216
Average waiting ticks: 350.50
Longest waiting passenger: P151->14E(LEFT)
Longest waiting ticks: 733

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 39
Regions dissolved: 2
Repeated reconstructions avoided: 39
Largest region lifetime: 33
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=33
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1653
Maximum occupied tiles: 15
Seat events: 111
Single-blocker events: 23
Multiple-blocker events: 10
Temporary aisle reoccupations: 48

RIGHT AISLE
-----------
Total moves: 1511
Maximum occupied tiles: 11
Seat events: 105
Single-blocker events: 27
Multiple-blocker events: 4
Temporary aisle reoccupations: 36

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 117
Reservations granted: 114
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3806
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4946
Total stationary ticks: 78953
Seat-event requests: 222
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 568
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 568
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 225\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:03
Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 2
Scenario seed: 2182383722134259186

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.46%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2222
Passengers seated: 136/216
Average waiting ticks: 752.63
Longest waiting passenger: P5->11E(LEFT)
Longest waiting ticks: 2222

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 30
Cluster candidates evaluated: 58
Executable cluster candidates: 0
Rejected cluster candidates: 58
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 29
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2043
Regions dissolved: 0
Repeated reconstructions avoided: 2043
Largest region lifetime: 2044
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2044:occupied=29
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1961
State changes reopening evaluation: 29
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1148
Maximum occupied tiles: 29
Seat events: 31
Single-blocker events: 6
Multiple-blocker events: 0
Temporary aisle reoccupations: 6

RIGHT AISLE
-----------
Total moves: 1511
Maximum occupied tiles: 17
Seat events: 105
Single-blocker events: 25
Multiple-blocker events: 2
Temporary aisle reoccupations: 30

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2062
Reservations granted: 2057
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 2

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 51
Remaining moving in aisle: 26
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 51303
Longest unresolved passenger ID: 5
Longest unresolved row: 11
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 26
Longest dependency chain: P51(20C/LEFT) -> P45(15F/LEFT) -> P17(15B/LEFT) -> P129(15A/LEFT) -> P203(14A/LEFT) -> P15(16D/LEFT) -> P180(16B/LEFT) -> P0(17B/LEFT) -> P204(17A/LEFT) -> P72(20D/LEFT) -> P52(19C/LEFT) -> P202(19F/LEFT) -> P146(17E/LEFT) -> P152(21B/LEFT) -> P73(18B/LEFT) -> P127(19A/LEFT) -> P189(20E/LEFT) -> P71(21D/LEFT) -> P143(21E/LEFT) -> P53(25B/LEFT) -> P4(22A/LEFT) -> P11(25C/LEFT) -> P201(26F/LEFT) -> P141(25D/LEFT) -> P118(26A/LEFT) -> P159(26D/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 51
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 26
Total blocked ticks: 63271
Total stationary ticks: 218794
Seat-event requests: 2134
Failed seat-event starts: 1998

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 159
Critical blocker identity: P159->26D(LEFT)
Direct fan-out: 1
Total indirect descendants: 25
Critical tree size including blocker: 26
Critical tree depth: 26
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 29
Unresolved outside passengers: 51
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P159(26D/LEFT/WAITING_FOR_SEAT_EVENT)
  P118(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P141(25D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P201(26F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P11(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P4(22A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P53(25B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P143(21E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P71(21D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P189(20E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P127(19A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P73(18B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P152(21B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P146(17E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P202(19F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P52(19C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P72(20D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P204(17A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P0(17B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P180(16B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P15(16D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P203(14A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P129(15A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P17(15B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                P45(15F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P51(20C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1996
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 27
Critical blocker unavailable yield tiles: 27
Critical blocker yield-tile occupants: 24
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1996
Rear-boundary failures: 2
Middle-bank reservation failures: 5
Active-event deferrals: 364
Simultaneous arbitration losses: 2

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[24]: P24(28F/LEFT/MOVING_IN_AISLE@tile27) -> P174(28A/LEFT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P174->28A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P24{seat=28F,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=174,lastMoveTick=175,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 27
Current unavailable yield tiles: 27
Current yield-tile occupants: 24
Final row-event chain: 159|24|174
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2141\nPrecedence substitutions made: 1\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 3\nOccupied-space rejections: 2024\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 02 | standardDataset=216/216 (100.00%) | overlapZoneDataset=136/216 (62.96%) | seatedDelta=-80 | completionDelta=-37.04% | outsideDelta=+51 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapZoneWorse=true | standardFamily=COMPLETE_CABIN | overlapZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:03
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 3
Scenario seed: -1064509833421198483

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 60.46%
Aisle-assignment balance: 90.85%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1221
Passengers seated: 306/306
Average waiting ticks: 527.75
Longest waiting passenger: P261->32E(LEFT)
Longest waiting ticks: 1159

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:tiles19-21:occupied=3:anchor=P59:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 9
Regions dissolved: 1
Repeated reconstructions avoided: 9
Largest region lifetime: 10
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=10
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2940
Maximum occupied tiles: 13
Seat events: 167
Single-blocker events: 44
Multiple-blocker events: 18
Temporary aisle reoccupations: 83

RIGHT AISLE
-----------
Total moves: 2427
Maximum occupied tiles: 14
Seat events: 139
Single-blocker events: 36
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 123
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6313
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8018
Total stationary ticks: 166969
Seat-event requests: 316
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 875
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 875
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 318\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:03
Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 3
Scenario seed: -1064509833421198483

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 60.46%
Aisle-assignment balance: 90.85%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1184
Passengers seated: 306/306
Average waiting ticks: 517.75
Longest waiting passenger: P205->3F(LEFT)
Longest waiting ticks: 1174

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:tiles7-9:occupied=3:anchor=P44:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 15
Regions dissolved: 1
Repeated reconstructions avoided: 15
Largest region lifetime: 16
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=16
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2940
Maximum occupied tiles: 18
Seat events: 167
Single-blocker events: 46
Multiple-blocker events: 20
Temporary aisle reoccupations: 89

RIGHT AISLE
-----------
Total moves: 2427
Maximum occupied tiles: 19
Seat events: 139
Single-blocker events: 36
Multiple-blocker events: 7
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 132
Reservations granted: 119
Reservations denied/waited: 13
Simultaneous opposite-aisle conflicts: 2

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 11687
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 12739
Total stationary ticks: 168967
Seat-event requests: 311
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 13
Active-event deferrals: 584
Simultaneous arbitration losses: 2

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 325\nPrecedence substitutions made: 9\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 11\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 03 | standardDataset=306/306 (100.00%) | overlapZoneDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | overlapZoneWorse=false | standardFamily=COMPLETE_CABIN | overlapZoneFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:03
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 4
Scenario seed: 7274058025060234938

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 75.88%
Aisle-assignment balance: 93.86%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2365
Passengers seated: 226/228
Average waiting ticks: 398.28
Longest waiting passenger: P227->28F(LEFT)
Longest waiting ticks: 2283

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1789
Maximum occupied tiles: 14
Seat events: 119
Single-blocker events: 33
Multiple-blocker events: 12
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 1509
Maximum occupied tiles: 10
Seat events: 107
Single-blocker events: 23
Multiple-blocker events: 10
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1622
Reservations granted: 1622
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4118
Longest unresolved passenger ID: 146
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 1
Longest dependency chain: P146(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 146
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8146
Total stationary ticks: 94195
Seat-event requests: 1739
Failed seat-event starts: 1513

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 146
Critical blocker identity: P146->30F(LEFT)
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 1
Critical tree depth: 1
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P146(30F/LEFT/WAITING_FOR_SEAT_EVENT)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1513
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 538
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 31|32|33
Current unavailable yield tiles: 31|32|33
Current yield-tile occupants: -1|-1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1739\nPrecedence substitutions made: 2\nDependency chains followed: 1509\nBlocked by waiting-row occupant: 1509\nSubstituted events started: 2\nOccupied-space rejections: 1514\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:03
Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 4
Scenario seed: 7274058025060234938

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 75.88%
Aisle-assignment balance: 93.86%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2191
Passengers seated: 106/228
Average waiting ticks: 985.18
Longest waiting passenger: P0->15A(LEFT)
Longest waiting ticks: 2191

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 37
Cluster candidates evaluated: 36
Executable cluster candidates: 0
Rejected cluster candidates: 36
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 29
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=LOWER_HIERARCHICAL_PRIORITY_DEFERRED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 4170
Regions dissolved: 0
Repeated reconstructions avoided: 4170
Largest region lifetime: 2095
Maximum simultaneous active regions: 2
Regions active at termination: 2
Last lifecycle event: UPDATE:R2:age=2077:occupied=12
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 2043
State changes reopening evaluation: 35
Region priority competitions: 1736
Regions ranked: 3472
Hierarchical selections: 1736
Lower-priority evaluations deferred: 1650
Highest selected priority score: 32010
Left/right priority wins: 1736/0
Priority ties: 0
Last priority decision: LEFT:R1:score=32010 | RIGHT:R2:score=13310 | selected=LEFT

LEFT AISLE
----------
Total moves: 690
Maximum occupied tiles: 29
Seat events: 11
Single-blocker events: 3
Multiple-blocker events: 0
Temporary aisle reoccupations: 3

RIGHT AISLE
-----------
Total moves: 1490
Maximum occupied tiles: 21
Seat events: 95
Single-blocker events: 20
Multiple-blocker events: 3
Temporary aisle reoccupations: 26

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 86
Reservations granted: 86
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 81
Remaining moving in aisle: 36
Remaining waiting at row: 5
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 73647
Longest unresolved passenger ID: 0
Longest unresolved row: 15
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 27
Longest dependency chain: P9(21E/LEFT) -> P148(19B/LEFT) -> P220(20C/LEFT) -> P192(20F/LEFT) -> P86(18B/LEFT) -> P216(19C/LEFT) -> P88(26D/LEFT) -> P226(24C/LEFT) -> P57(23F/LEFT) -> P105(24A/LEFT) -> P185(25B/LEFT) -> P48(22B/LEFT) -> P158(26C/LEFT) -> P164(23A/LEFT) -> P91(25A/LEFT) -> P169(24B/LEFT) -> P193(26E/LEFT) -> P31(24F/LEFT) -> P227(28F/LEFT) -> P146(30F/LEFT) -> P218(29B/LEFT) -> P110(28B/LEFT) -> P130(25E/LEFT) -> P219(26A/LEFT) -> P150(26B/LEFT) -> P145(27C/LEFT) -> P125(27A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 9
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 36
Total blocked ticks: 87300
Total stationary ticks: 301010
Seat-event requests: 3845
Failed seat-event starts: 3739

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 125
Critical blocker identity: P125->27A(LEFT)
Direct fan-out: 1
Total indirect descendants: 26
Critical tree size including blocker: 27
Critical tree depth: 27
Frozen internal components: 5
Terminal WAITING_FOR_SEAT_EVENT nodes: 5
Unresolved internal passengers: 41
Unresolved outside passengers: 81
Unresolved internal passengers outside critical tree: 14
Critical blocker tree:
P125(27A/LEFT/WAITING_FOR_SEAT_EVENT)
  P145(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P150(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P219(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P130(25E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P110(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P218(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P146(30F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P227(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P31(24F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P193(26E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P169(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P91(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P164(23A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P158(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P48(22B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P185(25B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P105(24A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P57(23F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P226(24C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P88(26D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P216(19C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P86(18B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P192(20F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                P220(20C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P148(19B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P9(21E/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 3705
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 28
Critical blocker unavailable yield tiles: 28
Critical blocker yield-tile occupants: 222
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 3
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 3705
Rear-boundary failures: 34
Middle-bank reservation failures: 0
Active-event deferrals: 1096
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[222]: P222(29A/LEFT/MOVING_IN_AISLE@tile28) -> P100(29F/LEFT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P100->29F(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P222{seat=29A,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=28,directBlocker=100,lastMoveTick=96,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 28
Current unavailable yield tiles: 28
Current yield-tile occupants: 222
Final row-event chain: 125|222|100
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 5
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3845\nPrecedence substitutions made: 0\nDependency chains followed: 1624\nBlocked by waiting-row occupant: 1624\nSubstituted events started: 0\nOccupied-space rejections: 8651\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 04 | standardDataset=226/228 (99.12%) | overlapZoneDataset=106/228 (46.49%) | seatedDelta=-120 | completionDelta=-52.63% | outsideDelta=+81 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapZoneWorse=true | standardFamily=REAR_BOUNDARY_LOCK | overlapZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:03
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 5
Scenario seed: -6917015326788615388

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.43%
Blocker-prone seat share (topology component): 65.71%
Aisle-assignment balance: 94.69%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2418
Passengers seated: 239/245
Average waiting ticks: 410.04
Longest waiting passenger: P89->32A(LEFT)
Longest waiting ticks: 2351

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 3
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 6
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1803
Regions dissolved: 0
Repeated reconstructions avoided: 1803
Largest region lifetime: 1804
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1804:occupied=6
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1677
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 14
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 10
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 2014
Maximum occupied tiles: 12
Seat events: 129
Single-blocker events: 29
Multiple-blocker events: 9
Temporary aisle reoccupations: 47

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 84
Reservations granted: 84
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 5
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 9039
Longest unresolved passenger ID: 50
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 6
Longest dependency chain: P153(29A/LEFT) -> P175(30B/LEFT) -> P210(30C/LEFT) -> P107(32E/LEFT) -> P50(32D/LEFT) -> P89(32A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 153
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 5
Total blocked ticks: 15892
Total stationary ticks: 112835
Seat-event requests: 1931
Failed seat-event starts: 1692

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 89
Critical blocker identity: P89->32A(LEFT)
Direct fan-out: 1
Total indirect descendants: 5
Critical tree size including blocker: 6
Critical tree depth: 6
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P89(32A/LEFT/WAITING_FOR_SEAT_EVENT)
  P50(32D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P107(32E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P210(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P175(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P153(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1687
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 1
Critical blocker required yield tiles: 33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 1687
Middle-bank reservation failures: 0
Active-event deferrals: 579
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1931\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:03
Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 5
Scenario seed: -6917015326788615388

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 31.43%
Blocker-prone seat share (topology component): 65.71%
Aisle-assignment balance: 94.69%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2380
Passengers seated: 241/245
Average waiting ticks: 428.63
Longest waiting passenger: P141->29E(RIGHT)
Longest waiting ticks: 2296

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 3
Cluster candidates evaluated: 9
Executable cluster candidates: 0
Rejected cluster candidates: 9
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2193
Regions dissolved: 0
Repeated reconstructions avoided: 2193
Largest region lifetime: 2194
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2194:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1669
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1785
Maximum occupied tiles: 17
Seat events: 116
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 54

RIGHT AISLE
-----------
Total moves: 2014
Maximum occupied tiles: 19
Seat events: 125
Single-blocker events: 27
Multiple-blocker events: 8
Temporary aisle reoccupations: 43

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1757
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 9379
Longest unresolved passenger ID: 204
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 1
Longest dependency chain: P86(31D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 86
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 17893
Total stationary ticks: 112374
Seat-event requests: 1920
Failed seat-event starts: 1679

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 86
Critical blocker identity: P86->31D(RIGHT)
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 1
Critical tree depth: 1
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 4
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P86(31D/RIGHT/WAITING_FOR_SEAT_EVENT)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 2163
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 32|33
Critical blocker yield-tile occupants: 204|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 3
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1677
Rear-boundary failures: 2
Middle-bank reservation failures: 1
Active-event deferrals: 2163
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[204]: P204(32H/RIGHT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P204->32H(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: P204{seat=32H,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=32,directBlocker=-1,lastMoveTick=167,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 32|33
Current yield-tile occupants: 204|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1922\nPrecedence substitutions made: 5\nDependency chains followed: 1683\nBlocked by waiting-row occupant: 5034\nSubstituted events started: 4\nOccupied-space rejections: 11954\nMaximum scheduling-chain depth: 4\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 05 | standardDataset=239/245 (97.55%) | overlapZoneDataset=241/245 (98.37%) | seatedDelta=+2 | completionDelta=+0.82% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapZoneWorse=false | standardFamily=REAR_BOUNDARY_LOCK | overlapZoneFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:03
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 6
Scenario seed: -6052676718379281108

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.09%
Blocker-prone seat share (topology component): 61.42%
Aisle-assignment balance: 98.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1176
Passengers seated: 324/324
Average waiting ticks: 531.73
Longest waiting passenger: P170->33I(RIGHT)
Longest waiting ticks: 1101

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=2:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 32
Regions dissolved: 2
Repeated reconstructions avoided: 32
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2704
Maximum occupied tiles: 15
Seat events: 159
Single-blocker events: 38
Multiple-blocker events: 16
Temporary aisle reoccupations: 75

RIGHT AISLE
-----------
Total moves: 2998
Maximum occupied tiles: 16
Seat events: 165
Single-blocker events: 54
Multiple-blocker events: 18
Temporary aisle reoccupations: 93

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 145
Reservations granted: 142
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7449
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9042
Total stationary ticks: 178799
Seat-event requests: 340
Failed seat-event starts: 16

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 755
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 16
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 755
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 343\nPrecedence substitutions made: 9\nDependency chains followed: 11\nBlocked by waiting-row occupant: 11\nSubstituted events started: 10\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:03
Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 6
Scenario seed: -6052676718379281108

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 28.09%
Blocker-prone seat share (topology component): 61.42%
Aisle-assignment balance: 98.15%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2624
Passengers seated: 319/324
Average waiting ticks: 544.80
Longest waiting passenger: P119->31D(RIGHT)
Longest waiting ticks: 2523

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 6
Executable cluster candidates: 1
Rejected cluster candidates: 5
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 2
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 2425
Regions dissolved: 2
Repeated reconstructions avoided: 2425
Largest region lifetime: 2405
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2405:occupied=5
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1726
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2704
Maximum occupied tiles: 20
Seat events: 159
Single-blocker events: 36
Multiple-blocker events: 15
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2996
Maximum occupied tiles: 21
Seat events: 160
Single-blocker events: 53
Multiple-blocker events: 18
Temporary aisle reoccupations: 91

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1841
Reservations granted: 1839
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 12958
Longest unresolved passenger ID: 122
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P122(36H/RIGHT) -> P95(35F/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 122
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 26079
Total stationary ticks: 190677
Seat-event requests: 2083
Failed seat-event starts: 1764

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 95
Critical blocker identity: P95->35F(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P95(35F/RIGHT/WAITING_FOR_SEAT_EVENT)
  P122(36H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 2732
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 1
Critical blocker required yield tiles: 36
Critical blocker unavailable yield tiles: 36
Critical blocker yield-tile occupants: 13
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1763
Rear-boundary failures: 1
Middle-bank reservation failures: 2
Active-event deferrals: 2732
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[13]: P13(36E/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P13->36E(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: P13{seat=36E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=148,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 36
Current unavailable yield tiles: 36
Current yield-tile occupants: 13
Final row-event chain: 95|13
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2084\nPrecedence substitutions made: 9\nDependency chains followed: 1718\nBlocked by waiting-row occupant: 1719\nSubstituted events started: 10\nOccupied-space rejections: 6947\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 06 | standardDataset=324/324 (100.00%) | overlapZoneDataset=319/324 (98.46%) | seatedDelta=-5 | completionDelta=-1.54% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | overlapZoneWorse=true | standardFamily=COMPLETE_CABIN | overlapZoneFamily=LINKED_ROW_EVENT_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:03
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 7
Scenario seed: -4884639050347842300

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 67.15%
Aisle-assignment balance: 95.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1030
Passengers seated: 274/274
Average waiting ticks: 463.15
Longest waiting passenger: P183->19E(RIGHT)
Longest waiting ticks: 980

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles21-23:occupied=3:anchor=P164:selected=P134:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2017
Maximum occupied tiles: 14
Seat events: 131
Single-blocker events: 38
Multiple-blocker events: 12
Temporary aisle reoccupations: 62

RIGHT AISLE
-----------
Total moves: 2235
Maximum occupied tiles: 10
Seat events: 143
Single-blocker events: 48
Multiple-blocker events: 14
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 98
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4791
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5929
Total stationary ticks: 130757
Seat-event requests: 286
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 595
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 595
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 285\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:03
Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 7
Scenario seed: -4884639050347842300

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 67.15%
Aisle-assignment balance: 95.62%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2499
Passengers seated: 159/274
Average waiting ticks: 1039.82
Longest waiting passenger: P0->10C(LEFT)
Longest waiting ticks: 2499

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 40
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 31
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2392
Regions dissolved: 0
Repeated reconstructions avoided: 2392
Largest region lifetime: 2393
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2393:occupied=31
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 2316
State changes reopening evaluation: 39
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 903
Maximum occupied tiles: 31
Seat events: 16
Single-blocker events: 2
Multiple-blocker events: 0
Temporary aisle reoccupations: 2

RIGHT AISLE
-----------
Total moves: 2235
Maximum occupied tiles: 18
Seat events: 143
Single-blocker events: 42
Multiple-blocker events: 13
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 57
Reservations granted: 57
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 84
Remaining moving in aisle: 30
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 70072
Longest unresolved passenger ID: 0
Longest unresolved row: 10
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 31
Longest dependency chain: P26(18C/LEFT) -> P2(18A/LEFT) -> P130(21C/LEFT) -> P108(21A/LEFT) -> P222(23C/LEFT) -> P87(24F/LEFT) -> P107(28E/LEFT) -> P97(25C/LEFT) -> P176(22F/LEFT) -> P264(18D/LEFT) -> P265(23E/LEFT) -> P156(21B/LEFT) -> P18(23A/LEFT) -> P151(18B/LEFT) -> P66(28A/LEFT) -> P206(25B/LEFT) -> P39(25E/LEFT) -> P249(27B/LEFT) -> P169(24E/LEFT) -> P77(24B/LEFT) -> P221(25A/LEFT) -> P269(27A/LEFT) -> P81(28B/LEFT) -> P209(27D/LEFT) -> P82(27C/LEFT) -> P267(30A/LEFT) -> P202(29A/LEFT) -> P214(29C/LEFT) -> P157(30B/LEFT) -> P99(32C/LEFT) -> P89(31A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 26
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 30
Total blocked ticks: 78752
Total stationary ticks: 360207
Seat-event requests: 2522
Failed seat-event starts: 2363

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 89
Critical blocker identity: P89->31A(LEFT)
Direct fan-out: 1
Total indirect descendants: 30
Critical tree size including blocker: 31
Critical tree depth: 31
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 31
Unresolved outside passengers: 84
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P89(31A/LEFT/WAITING_FOR_SEAT_EVENT)
  P99(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P157(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P214(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P202(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P267(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P82(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P209(27D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P81(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P269(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P221(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P77(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P169(24E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P249(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P39(25E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P206(25B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P66(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P151(18B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P18(23A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P156(21B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P265(23E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P264(18D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P176(22F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P97(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                P107(28E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P87(24F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P222(23C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P108(21A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P130(21C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                          P2(18A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                            P26(18C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 2361
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 2
Rear-boundary failures: 2361
Middle-bank reservation failures: 0
Active-event deferrals: 272
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2522\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 2\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 07 | standardDataset=274/274 (100.00%) | overlapZoneDataset=159/274 (58.03%) | seatedDelta=-115 | completionDelta=-41.97% | outsideDelta=+84 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapZoneWorse=true | standardFamily=COMPLETE_CABIN | overlapZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:03
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 8
Scenario seed: 5987859498965562411

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.77%
Blocker-prone seat share (topology component): 76.56%
Aisle-assignment balance: 93.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 722
Passengers seated: 192/192
Average waiting ticks: 309.84
Longest waiting passenger: P6->4H(RIGHT)
Longest waiting ticks: 667

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1286
Maximum occupied tiles: 12
Seat events: 90
Single-blocker events: 17
Multiple-blocker events: 6
Temporary aisle reoccupations: 30

RIGHT AISLE
-----------
Total moves: 1496
Maximum occupied tiles: 11
Seat events: 102
Single-blocker events: 22
Multiple-blocker events: 7
Temporary aisle reoccupations: 37

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 99
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3347
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4372
Total stationary ticks: 62355
Seat-event requests: 198
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 512
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 198\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:03
Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 8
Scenario seed: 5987859498965562411

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 31.77%
Blocker-prone seat share (topology component): 76.56%
Aisle-assignment balance: 93.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 710
Passengers seated: 192/192
Average waiting ticks: 302.59
Longest waiting passenger: P6->4H(RIGHT)
Longest waiting ticks: 699

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1286
Maximum occupied tiles: 16
Seat events: 90
Single-blocker events: 17
Multiple-blocker events: 3
Temporary aisle reoccupations: 24

RIGHT AISLE
-----------
Total moves: 1496
Maximum occupied tiles: 17
Seat events: 102
Single-blocker events: 24
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 108
Reservations granted: 94
Reservations denied/waited: 14
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6441
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7186
Total stationary ticks: 63908
Seat-event requests: 194
Failed seat-event starts: 2

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 378
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 2
Rear-boundary failures: 0
Middle-bank reservation failures: 14
Active-event deferrals: 378
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 209\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 3\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 08 | standardDataset=192/192 (100.00%) | overlapZoneDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapZoneWorse=false | standardFamily=COMPLETE_CABIN | overlapZoneFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:03
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 9
Scenario seed: 7140648722707885309

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.26%
Blocker-prone seat share (topology component): 73.15%
Aisle-assignment balance: 95.37%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 808
Passengers seated: 216/216
Average waiting ticks: 349.20
Longest waiting passenger: P151->29F(LEFT)
Longest waiting ticks: 737

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 51
Regions dissolved: 2
Repeated reconstructions avoided: 51
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1614
Maximum occupied tiles: 12
Seat events: 113
Single-blocker events: 26
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1539
Maximum occupied tiles: 12
Seat events: 103
Single-blocker events: 22
Multiple-blocker events: 9
Temporary aisle reoccupations: 42

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 119
Reservations granted: 119
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4087
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5106
Total stationary ticks: 78919
Seat-event requests: 224
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 487
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 487
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 224\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:03
Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 9
Scenario seed: 7140648722707885309

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 34.26%
Blocker-prone seat share (topology component): 73.15%
Aisle-assignment balance: 95.37%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 1697
Passengers seated: 33/216
Average waiting ticks: 1056.00
Longest waiting passenger: P1->11H(RIGHT)
Longest waiting ticks: 1697

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 32
Cluster candidates evaluated: 7
Executable cluster candidates: 0
Rejected cluster candidates: 7
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 30
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=LOWER_HIERARCHICAL_PRIORITY_DEFERRED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 3165
Regions dissolved: 0
Repeated reconstructions avoided: 3165
Largest region lifetime: 1617
Maximum simultaneous active regions: 2
Regions active at termination: 2
Last lifecycle event: UPDATE:R1:age=1617:occupied=28
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1569
State changes reopening evaluation: 30
Region priority competitions: 1518
Regions ranked: 3036
Hierarchical selections: 1518
Lower-priority evaluations deferred: 1511
Highest selected priority score: 33110
Left/right priority wins: 1475/43
Priority ties: 0
Last priority decision: LEFT:R2:score=33110 | RIGHT:R1:score=30910 | selected=LEFT

LEFT AISLE
----------
Total moves: 1012
Maximum occupied tiles: 30
Seat events: 23
Single-blocker events: 7
Multiple-blocker events: 0
Temporary aisle reoccupations: 7

RIGHT AISLE
-----------
Total moves: 635
Maximum occupied tiles: 28
Seat events: 10
Single-blocker events: 1
Multiple-blocker events: 0
Temporary aisle reoccupations: 1

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1662
Reservations granted: 1655
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 125
Remaining moving in aisle: 53
Remaining waiting at row: 5
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 81779
Longest unresolved passenger ID: 1
Longest unresolved row: 11
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 28
Longest dependency chain: P51(17C/RIGHT) -> P82(24H/RIGHT) -> P187(22D/RIGHT) -> P117(23G/RIGHT) -> P184(26F/RIGHT) -> P0(22H/RIGHT) -> P119(21F/RIGHT) -> P135(17D/RIGHT) -> P87(21G/RIGHT) -> P78(17G/RIGHT) -> P53(18H/RIGHT) -> P123(19G/RIGHT) -> P19(26H/RIGHT) -> P60(23H/RIGHT) -> P148(22G/RIGHT) -> P129(26G/RIGHT) -> P106(25G/RIGHT) -> P56(22F/RIGHT) -> P29(29G/RIGHT) -> P139(30D/RIGHT) -> P32(24G/RIGHT) -> P154(25H/RIGHT) -> P152(26D/RIGHT) -> P114(28G/RIGHT) -> P172(30H/RIGHT) -> P120(27G/RIGHT) -> P157(29E/RIGHT) -> P27(28C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 51
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 53
Total blocked ticks: 91883
Total stationary ticks: 311962
Seat-event requests: 3168
Failed seat-event starts: 3135

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 27
Critical blocker identity: P27->28C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 27
Critical tree size including blocker: 28
Critical tree depth: 28
Frozen internal components: 5
Terminal WAITING_FOR_SEAT_EVENT nodes: 5
Unresolved internal passengers: 58
Unresolved outside passengers: 125
Unresolved internal passengers outside critical tree: 30
Critical blocker tree:
P27(28C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P157(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P120(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P172(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P114(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P152(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P154(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P32(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P139(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P29(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P56(22F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P106(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P129(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P148(22G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P60(23H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P19(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P123(19G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P53(18H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P78(17G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P87(21G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P135(17D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P119(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P0(22H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P184(26F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P117(23G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P187(22D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P82(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P51(17C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1604
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 4
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1531
Rear-boundary failures: 1604
Middle-bank reservation failures: 7
Active-event deferrals: 155
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 5
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3176\nPrecedence substitutions made: 0\nDependency chains followed: 1528\nBlocked by waiting-row occupant: 1528\nSubstituted events started: 0\nOccupied-space rejections: 6026\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 09 | standardDataset=216/216 (100.00%) | overlapZoneDataset=33/216 (15.28%) | seatedDelta=-183 | completionDelta=-84.72% | outsideDelta=+125 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapZoneWorse=true | standardFamily=COMPLETE_CABIN | overlapZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:03
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 10
Scenario seed: -4639142616902254495

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.81%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 97.92%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 697
Passengers seated: 192/192
Average waiting ticks: 306.85
Longest waiting passenger: P149->22C(LEFT)
Longest waiting ticks: 639

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 6
Last cluster decision: LEFT:tiles17-20:occupied=3:anchor=P130:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 20
Regions dissolved: 2
Repeated reconstructions avoided: 20
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1445
Maximum occupied tiles: 11
Seat events: 98
Single-blocker events: 25
Multiple-blocker events: 13
Temporary aisle reoccupations: 52

RIGHT AISLE
-----------
Total moves: 1338
Maximum occupied tiles: 11
Seat events: 94
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 108
Reservations granted: 106
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3566
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4804
Total stationary ticks: 62094
Seat-event requests: 208
Failed seat-event starts: 16

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 534
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 16
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 534
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 209\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:03
Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 10
Scenario seed: -4639142616902254495

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 32.81%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 97.92%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 682
Passengers seated: 192/192
Average waiting ticks: 301.61
Longest waiting passenger: P133->5B(LEFT)
Longest waiting ticks: 671

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles1-3:occupied=3:anchor=P142:selected=P136:directReleases=1:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 13
Regions dissolved: 1
Repeated reconstructions avoided: 13
Largest region lifetime: 14
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=14
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1445
Maximum occupied tiles: 17
Seat events: 98
Single-blocker events: 26
Multiple-blocker events: 15
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1338
Maximum occupied tiles: 17
Seat events: 94
Single-blocker events: 25
Multiple-blocker events: 8
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 109
Reservations granted: 103
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6436
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7082
Total stationary ticks: 63669
Seat-event requests: 197
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 292
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 292
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 203\nPrecedence substitutions made: 3\nDependency chains followed: 7\nBlocked by waiting-row occupant: 9\nSubstituted events started: 6\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 3\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 10 | standardDataset=192/192 (100.00%) | overlapZoneDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | overlapZoneWorse=false | standardFamily=COMPLETE_CABIN | overlapZoneFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:03
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 11
Scenario seed: 9123245050518735552

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 92.20%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2494
Passengers seated: 270/282
Average waiting ticks: 473.64
Longest waiting passenger: P24->24I(RIGHT)
Longest waiting ticks: 2455

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 12
Cluster candidates evaluated: 8
Executable cluster candidates: 1
Rejected cluster candidates: 7
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 12
Selected release potential total: 7
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1699
Regions dissolved: 1
Repeated reconstructions avoided: 1699
Largest region lifetime: 1651
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1651:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1535
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2077
Maximum occupied tiles: 13
Seat events: 130
Single-blocker events: 42
Multiple-blocker events: 16
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 2286
Maximum occupied tiles: 17
Seat events: 140
Single-blocker events: 40
Multiple-blocker events: 13
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 144
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16374
Longest unresolved passenger ID: 102
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 7
Longest dependency chain: P124(27G/RIGHT) -> P77(32I/RIGHT) -> P133(29G/RIGHT) -> P79(31G/RIGHT) -> P11(31I/RIGHT) -> P102(32E/RIGHT) -> P36(31D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 124
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 25823
Total stationary ticks: 153991
Seat-event requests: 1843
Failed seat-event starts: 1573

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 36
Critical blocker identity: P36->31D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 6
Critical tree size including blocker: 7
Critical tree depth: 7
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P36(31D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P102(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P11(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P79(31G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P133(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P77(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P124(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1520
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1520
Rear-boundary failures: 53
Middle-bank reservation failures: 5
Active-event deferrals: 804
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1847\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 1525\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:03
Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 11
Scenario seed: 9123245050518735552

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 92.20%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2396
Passengers seated: 165/282
Average waiting ticks: 981.74
Longest waiting passenger: P0->8H(RIGHT)
Longest waiting ticks: 2396

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 28
Cluster candidates evaluated: 51
Executable cluster candidates: 0
Rejected cluster candidates: 51
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 31
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2198
Regions dissolved: 0
Repeated reconstructions avoided: 2198
Largest region lifetime: 2199
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2199:occupied=31
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 2111
State changes reopening evaluation: 27
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2077
Maximum occupied tiles: 17
Seat events: 130
Single-blocker events: 40
Multiple-blocker events: 13
Temporary aisle reoccupations: 66

RIGHT AISLE
-----------
Total moves: 1378
Maximum occupied tiles: 31
Seat events: 35
Single-blocker events: 7
Multiple-blocker events: 1
Temporary aisle reoccupations: 9

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 56
Reservations granted: 55
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 86
Remaining moving in aisle: 28
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 59484
Longest unresolved passenger ID: 0
Longest unresolved row: 8
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 25
Longest dependency chain: P169(16F/RIGHT) -> P54(19I/RIGHT) -> P179(23H/RIGHT) -> P213(18H/RIGHT) -> P13(20I/RIGHT) -> P113(23G/RIGHT) -> P136(19G/RIGHT) -> P157(23F/RIGHT) -> P68(22D/RIGHT) -> P46(21I/RIGHT) -> P207(20G/RIGHT) -> P137(21E/RIGHT) -> P148(23D/RIGHT) -> P156(22G/RIGHT) -> P32(18I/RIGHT) -> P226(23I/RIGHT) -> P98(18G/RIGHT) -> P41(20H/RIGHT) -> P247(22I/RIGHT) -> P39(26D/RIGHT) -> P220(25G/RIGHT) -> P24(24I/RIGHT) -> P124(27G/RIGHT) -> P145(27F/RIGHT) -> P40(25I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 169
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 28
Total blocked ticks: 73535
Total stationary ticks: 342620
Seat-event requests: 2325
Failed seat-event starts: 2160

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 40
Critical blocker identity: P40->25I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 24
Critical tree size including blocker: 25
Critical tree depth: 25
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 31
Unresolved outside passengers: 86
Unresolved internal passengers outside critical tree: 6
Critical blocker tree:
P40(25I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P145(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P124(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P24(24I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P220(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P39(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P247(22I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P41(20H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P98(18G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P226(23I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P32(18I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P156(22G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P148(23D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P137(21E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P207(20G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P46(21I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P68(22D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P157(23F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P136(19G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P113(23G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P13(20I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P213(18H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P179(23H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P54(19I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P169(16F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 2134
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 26
Critical blocker unavailable yield tiles: 26
Critical blocker yield-tile occupants: 14
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 2134
Rear-boundary failures: 26
Middle-bank reservation failures: 1
Active-event deferrals: 449
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 3
Yield-occupant trace: yieldOccupant[14]: P14(27I/RIGHT/MOVING_IN_AISLE@tile26) -> P201(28G/RIGHT/MOVING_IN_AISLE@tile27) -> P231(28D/RIGHT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P231->28D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P14{seat=27I,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=26,directBlocker=201,lastMoveTick=232,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 26
Current unavailable yield tiles: 26
Current yield-tile occupants: 14
Final row-event chain: 40|14|201|231
Final row-event chain length: 4
Distinct row events in chain: 4
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2326\nPrecedence substitutions made: 8\nDependency chains followed: 8\nBlocked by waiting-row occupant: 8\nSubstituted events started: 9\nOccupied-space rejections: 2164\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 11 | standardDataset=270/282 (95.74%) | overlapZoneDataset=165/282 (58.51%) | seatedDelta=-105 | completionDelta=-37.23% | outsideDelta=+86 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapZoneWorse=true | standardFamily=REAR_BOUNDARY_LOCK | overlapZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:03
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 12
Scenario seed: -1434714116839518672

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.74%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2303
Passengers seated: 225/235
Average waiting ticks: 409.68
Longest waiting passenger: P152->16G(RIGHT)
Longest waiting ticks: 2303

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 2
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 6
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1506
Regions dissolved: 0
Repeated reconstructions avoided: 1506
Largest region lifetime: 1507
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1507:occupied=6
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1498
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1538
Maximum occupied tiles: 13
Seat events: 111
Single-blocker events: 26
Multiple-blocker events: 11
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1747
Maximum occupied tiles: 12
Seat events: 114
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 47

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1620
Reservations granted: 1620
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 1
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 9530
Longest unresolved passenger ID: 152
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 6
Longest dependency chain: P133(17E/RIGHT) -> P153(17G/RIGHT) -> P205(24C/RIGHT) -> P9(19H/RIGHT) -> P76(26E/RIGHT) -> P67(6C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 133
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 18945
Total stationary ticks: 109018
Seat-event requests: 1734
Failed seat-event starts: 1509

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 67
Critical blocker identity: P67->6C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 5
Critical tree size including blocker: 6
Critical tree depth: 6
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 1
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P67(6C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P76(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P9(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P205(24C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P153(17G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P133(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1509
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 7|8|9
Critical blocker unavailable yield tiles: 9
Critical blocker yield-tile occupants: 204
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1509
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 513
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[204]: P204(25F/RIGHT/MOVING_IN_AISLE@tile9) -> P122(10C/RIGHT/WAITING_AT_ROW@tile10) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P122->10C(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P204{seat=25F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=9,directBlocker=122,lastMoveTick=791,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 7|8|9
Current unavailable yield tiles: 9
Current yield-tile occupants: 204
Final row-event chain: 67|204|122
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 1513\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:03
Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 12
Scenario seed: -1434714116839518672

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.74%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2361
Passengers seated: 233/235
Average waiting ticks: 387.47
Longest waiting passenger: P16->29F(LEFT)
Longest waiting ticks: 2269

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1536
Maximum occupied tiles: 16
Seat events: 109
Single-blocker events: 24
Multiple-blocker events: 4
Temporary aisle reoccupations: 32

RIGHT AISLE
-----------
Total moves: 1866
Maximum occupied tiles: 17
Seat events: 124
Single-blocker events: 35
Multiple-blocker events: 16
Temporary aisle reoccupations: 74

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1864
Reservations granted: 1861
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7698
Longest unresolved passenger ID: 209
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P209(30D/LEFT) -> P16(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 209
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 12821
Total stationary ticks: 100037
Seat-event requests: 1979
Failed seat-event starts: 1746

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 16
Critical blocker identity: P16->29F(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P16(29F/LEFT/WAITING_FOR_SEAT_EVENT)
  P209(30D/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1742
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 30|31|32
Critical blocker unavailable yield tiles: 31|32
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 4
Rear-boundary failures: 1742
Middle-bank reservation failures: 3
Active-event deferrals: 787
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 30|31|32
Current unavailable yield tiles: 31|32
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1982\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 12 | standardDataset=225/235 (95.74%) | overlapZoneDataset=233/235 (99.15%) | seatedDelta=+8 | completionDelta=+3.40% | outsideDelta=-1 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapZoneWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | overlapZoneFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 13
Scenario seed: 7696226853648624445

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 59.65%
Aisle-assignment balance: 94.74%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1267
Passengers seated: 342/342
Average waiting ticks: 562.98
Longest waiting passenger: P1->23E(LEFT)
Longest waiting ticks: 1201

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 48
Regions dissolved: 3
Repeated reconstructions avoided: 48
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=23
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3204
Maximum occupied tiles: 14
Seat events: 180
Single-blocker events: 52
Multiple-blocker events: 25
Temporary aisle reoccupations: 106

RIGHT AISLE
-----------
Total moves: 2845
Maximum occupied tiles: 13
Seat events: 162
Single-blocker events: 41
Multiple-blocker events: 29
Temporary aisle reoccupations: 105

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 156
Reservations granted: 154
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7845
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9443
Total stationary ticks: 199282
Seat-event requests: 358
Failed seat-event starts: 16

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 766
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 16
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 766
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 360\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:04
Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 13
Scenario seed: 7696226853648624445

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 59.65%
Aisle-assignment balance: 94.74%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2622
Passengers seated: 171/342
Average waiting ticks: 1314.30
Longest waiting passenger: P0->11B(LEFT)
Longest waiting ticks: 2622

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 33
Cluster candidates evaluated: 66
Executable cluster candidates: 0
Rejected cluster candidates: 66
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 36
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2519
Regions dissolved: 0
Repeated reconstructions avoided: 2519
Largest region lifetime: 2520
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2520:occupied=36
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 2485
State changes reopening evaluation: 32
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 933
Maximum occupied tiles: 36
Seat events: 9
Single-blocker events: 1
Multiple-blocker events: 0
Temporary aisle reoccupations: 1

RIGHT AISLE
-----------
Total moves: 2845
Maximum occupied tiles: 20
Seat events: 162
Single-blocker events: 33
Multiple-blocker events: 19
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2588
Reservations granted: 2588
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 135
Remaining moving in aisle: 33
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 82890
Longest unresolved passenger ID: 0
Longest unresolved row: 11
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 34
Longest dependency chain: P230(26E/LEFT) -> P32(29G/LEFT) -> P223(27E/LEFT) -> P303(28D/LEFT) -> P180(28F/LEFT) -> P49(28G/LEFT) -> P46(31F/LEFT) -> P63(28E/LEFT) -> P36(28C/LEFT) -> P102(29A/LEFT) -> P132(30F/LEFT) -> P277(30B/LEFT) -> P318(31A/LEFT) -> P198(35D/LEFT) -> P3(33C/LEFT) -> P128(32F/LEFT) -> P60(35B/LEFT) -> P317(30A/LEFT) -> P201(29C/LEFT) -> P301(31G/LEFT) -> P292(30C/LEFT) -> P164(31C/LEFT) -> P274(29B/LEFT) -> P28(26B/LEFT) -> P203(34F/LEFT) -> P299(34C/LEFT) -> P15(32B/LEFT) -> P294(33A/LEFT) -> P244(33B/LEFT) -> P177(34A/LEFT) -> P112(33F/LEFT) -> P226(33G/LEFT) -> P341(36A/LEFT) -> P278(34E/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 230
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 33
Total blocked ticks: 98258
Total stationary ticks: 538983
Seat-event requests: 2697
Failed seat-event starts: 2526

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 278
Critical blocker identity: P278->34E(LEFT)
Direct fan-out: 1
Total indirect descendants: 33
Critical tree size including blocker: 34
Critical tree depth: 34
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 36
Unresolved outside passengers: 135
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P278(34E/LEFT/WAITING_FOR_SEAT_EVENT)
  P341(36A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(33G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P112(33F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P177(34A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P244(33B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P294(33A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P15(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P299(34C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P203(34F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P28(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P274(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P164(31C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P292(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P301(31G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P201(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P317(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P60(35B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P128(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P3(33C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P198(35D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P318(31A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P277(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P132(30F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                P102(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P36(28C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P63(28E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P46(31F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P49(28G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                          P180(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                            P303(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                              P223(27E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                                P32(29G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                                  P230(26E/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 2525
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 35
Critical blocker unavailable yield tiles: 35
Critical blocker yield-tile occupants: 285
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 2525
Rear-boundary failures: 1
Middle-bank reservation failures: 0
Active-event deferrals: 315
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[285]: P285(35A/LEFT/WAITING_AT_ROW@tile35) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P285->35A(LEFT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P285{seat=35A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=100,reason=WAITING_FOR_SEAT_EVENT,prerequisite=YIELD_TILE_OCCUPIED}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 35
Current unavailable yield tiles: 35
Current yield-tile occupants: 285
Final row-event chain: 278|285
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2697\nPrecedence substitutions made: 3\nDependency chains followed: 2525\nBlocked by waiting-row occupant: 5046\nSubstituted events started: 4\nOccupied-space rejections: 10123\nMaximum scheduling-chain depth: 3\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 13 | standardDataset=342/342 (100.00%) | overlapZoneDataset=171/342 (50.00%) | seatedDelta=-171 | completionDelta=-50.00% | outsideDelta=+135 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapZoneWorse=true | standardFamily=COMPLETE_CABIN | overlapZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 14
Scenario seed: 287374858204591444

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.82%
Blocker-prone seat share (topology component): 67.57%
Aisle-assignment balance: 96.53%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 954
Passengers seated: 259/259
Average waiting ticks: 431.82
Longest waiting passenger: P123->9C(LEFT)
Longest waiting ticks: 913

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2026
Maximum occupied tiles: 10
Seat events: 134
Single-blocker events: 29
Multiple-blocker events: 19
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2033
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 34
Multiple-blocker events: 8
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 89
Reservations granted: 86
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4974
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5984
Total stationary ticks: 115920
Seat-event requests: 265
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 547
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 547
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 268\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:04
Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 14
Scenario seed: 287374858204591444

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 32.82%
Blocker-prone seat share (topology component): 67.57%
Aisle-assignment balance: 96.53%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 1669
Passengers seated: 36/259
Average waiting ticks: 1088.39
Longest waiting passenger: P0->8E(RIGHT)
Longest waiting ticks: 1669

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 36
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 32
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 3059
Regions dissolved: 0
Repeated reconstructions avoided: 3059
Largest region lifetime: 1565
Maximum simultaneous active regions: 2
Regions active at termination: 2
Last lifecycle event: UPDATE:R1:age=1565:occupied=32
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1493
State changes reopening evaluation: 34
Region priority competitions: 1493
Regions ranked: 2986
Hierarchical selections: 1493
Lower-priority evaluations deferred: 1493
Highest selected priority score: 35310
Left/right priority wins: 0/1493
Priority ties: 0
Last priority decision: LEFT:R2:score=34210 | RIGHT:R1:score=35310 | selected=RIGHT

LEFT AISLE
----------
Total moves: 989
Maximum occupied tiles: 31
Seat events: 19
Single-blocker events: 4
Multiple-blocker events: 0
Temporary aisle reoccupations: 4

RIGHT AISLE
-----------
Total moves: 962
Maximum occupied tiles: 32
Seat events: 17
Single-blocker events: 2
Multiple-blocker events: 0
Temporary aisle reoccupations: 2

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1552
Reservations granted: 1549
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 160
Remaining moving in aisle: 60
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 89524
Longest unresolved passenger ID: 0
Longest unresolved row: 8
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 32
Longest dependency chain: P164(18I/RIGHT) -> P204(19I/RIGHT) -> P231(18F/RIGHT) -> P239(21I/RIGHT) -> P48(25I/RIGHT) -> P227(27H/RIGHT) -> P178(24G/RIGHT) -> P9(28G/RIGHT) -> P30(28E/RIGHT) -> P162(27F/RIGHT) -> P177(23G/RIGHT) -> P46(19G/RIGHT) -> P73(22E/RIGHT) -> P7(21G/RIGHT) -> P23(20H/RIGHT) -> P203(22I/RIGHT) -> P218(26I/RIGHT) -> P105(25G/RIGHT) -> P211(28I/RIGHT) -> P21(26F/RIGHT) -> P249(24I/RIGHT) -> P112(26G/RIGHT) -> P247(24H/RIGHT) -> P124(25D/RIGHT) -> P20(27I/RIGHT) -> P8(28H/RIGHT) -> P238(29H/RIGHT) -> P34(30G/RIGHT) -> P219(32H/RIGHT) -> P137(31I/RIGHT) -> P98(32I/RIGHT) -> P111(32D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 164
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 60
Total blocked ticks: 96414
Total stationary ticks: 373537
Seat-event requests: 3066
Failed seat-event starts: 3030

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->32D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 31
Critical tree size including blocker: 32
Critical tree depth: 32
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 63
Unresolved outside passengers: 160
Unresolved internal passengers outside critical tree: 31
Critical blocker tree:
P111(32D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P98(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P137(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P219(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P34(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P238(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P8(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P20(27I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P124(25D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P247(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P112(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P249(24I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P21(26F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P211(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P105(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P218(26I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P203(22I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P23(20H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P7(21G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P73(22E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P46(19G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P177(23G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P162(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P30(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P9(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P178(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P227(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P48(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P239(21I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                          P231(18F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                            P204(19I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                              P164(18I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 33|34
Critical blocker unavailable yield tiles: 33|34
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 3
Yield-tile occupied failures: 1497
Rear-boundary failures: 1533
Middle-bank reservation failures: 3
Active-event deferrals: 67
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 33|34
Current unavailable yield tiles: 33|34
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3069\nPrecedence substitutions made: 0\nDependency chains followed: 1497\nBlocked by waiting-row occupant: 1497\nSubstituted events started: 0\nOccupied-space rejections: 1497\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 14 | standardDataset=259/259 (100.00%) | overlapZoneDataset=36/259 (13.90%) | seatedDelta=-223 | completionDelta=-86.10% | outsideDelta=+160 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapZoneWorse=true | standardFamily=COMPLETE_CABIN | overlapZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 15
Scenario seed: -3331492774947506373

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.09%
Blocker-prone seat share (topology component): 59.57%
Aisle-assignment balance: 97.53%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1183
Passengers seated: 324/324
Average waiting ticks: 542.25
Longest waiting passenger: P132->4E(LEFT)
Longest waiting ticks: 1114

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 4
Cluster candidates evaluated: 3
Executable cluster candidates: 1
Rejected cluster candidates: 2
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 84
Regions dissolved: 3
Repeated reconstructions avoided: 84
Largest region lifetime: 40
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=28
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2764
Maximum occupied tiles: 14
Seat events: 166
Single-blocker events: 52
Multiple-blocker events: 23
Temporary aisle reoccupations: 100

RIGHT AISLE
-----------
Total moves: 2817
Maximum occupied tiles: 15
Seat events: 158
Single-blocker events: 37
Multiple-blocker events: 29
Temporary aisle reoccupations: 102

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 151
Reservations granted: 148
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6380
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8094
Total stationary ticks: 180963
Seat-event requests: 350
Failed seat-event starts: 26

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 915
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 25
Rear-boundary failures: 1
Middle-bank reservation failures: 3
Active-event deferrals: 915
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 352\nPrecedence substitutions made: 3\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 4\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:04
Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 15
Scenario seed: -3331492774947506373

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 28.09%
Blocker-prone seat share (topology component): 59.57%
Aisle-assignment balance: 97.53%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2606
Passengers seated: 180/324
Average waiting ticks: 1165.96
Longest waiting passenger: P5->10E(LEFT)
Longest waiting ticks: 2606

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 39
Cluster candidates evaluated: 78
Executable cluster candidates: 0
Rejected cluster candidates: 78
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 36
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2429
Regions dissolved: 0
Repeated reconstructions avoided: 2429
Largest region lifetime: 2430
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2430:occupied=36
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 2374
State changes reopening evaluation: 38
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1288
Maximum occupied tiles: 36
Seat events: 22
Single-blocker events: 4
Multiple-blocker events: 1
Temporary aisle reoccupations: 6

RIGHT AISLE
-----------
Total moves: 2817
Maximum occupied tiles: 20
Seat events: 158
Single-blocker events: 34
Multiple-blocker events: 21
Temporary aisle reoccupations: 78

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 72
Reservations granted: 72
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 108
Remaining moving in aisle: 33
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 79159
Longest unresolved passenger ID: 5
Longest unresolved row: 10
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 34
Longest dependency chain: P222(23A/LEFT) -> P126(25A/LEFT) -> P161(22C/LEFT) -> P103(20F/LEFT) -> P100(22E/LEFT) -> P267(21A/LEFT) -> P281(30F/LEFT) -> P110(27B/LEFT) -> P29(30C/LEFT) -> P225(26B/LEFT) -> P99(29C/LEFT) -> P122(20B/LEFT) -> P178(22D/LEFT) -> P209(24E/LEFT) -> P125(23B/LEFT) -> P216(21B/LEFT) -> P311(20D/LEFT) -> P274(22F/LEFT) -> P295(28F/LEFT) -> P89(29B/LEFT) -> P277(30A/LEFT) -> P55(30G/LEFT) -> P21(26A/LEFT) -> P151(31B/LEFT) -> P134(28B/LEFT) -> P196(29A/LEFT) -> P23(29F/LEFT) -> P121(29E/LEFT) -> P172(31C/LEFT) -> P317(33F/LEFT) -> P201(33A/LEFT) -> P17(36E/LEFT) -> P165(35A/LEFT) -> P30(34B/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 222
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 33
Total blocked ticks: 94806
Total stationary ticks: 464005
Seat-event requests: 2611
Failed seat-event starts: 2431

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 30
Critical blocker identity: P30->34B(LEFT)
Direct fan-out: 1
Total indirect descendants: 33
Critical tree size including blocker: 34
Critical tree depth: 34
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 36
Unresolved outside passengers: 108
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P30(34B/LEFT/WAITING_FOR_SEAT_EVENT)
  P165(35A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P17(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P201(33A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P317(33F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P172(31C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P121(29E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P23(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P196(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P134(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P151(31B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P21(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P55(30G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P277(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P89(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P295(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P274(22F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P311(20D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P216(21B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P125(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P209(24E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P178(22D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P122(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P99(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                P225(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P29(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P110(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P281(30F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P267(21A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                          P100(22E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                            P103(20F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                              P161(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                                P126(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                                  P222(23A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 2430
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 35
Critical blocker unavailable yield tiles: 35
Critical blocker yield-tile occupants: 232
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 3
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 2430
Rear-boundary failures: 1
Middle-bank reservation failures: 0
Active-event deferrals: 350
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[232]: P232(35B/LEFT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P232->35B(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P232{seat=35B,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=136,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 35
Current unavailable yield tiles: 35
Current yield-tile occupants: 232
Final row-event chain: 30|232
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2611\nPrecedence substitutions made: 3\nDependency chains followed: 2434\nBlocked by waiting-row occupant: 4848\nSubstituted events started: 5\nOccupied-space rejections: 9718\nMaximum scheduling-chain depth: 3\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 15 | standardDataset=324/324 (100.00%) | overlapZoneDataset=180/324 (55.56%) | seatedDelta=-144 | completionDelta=-44.44% | outsideDelta=+108 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapZoneWorse=true | standardFamily=COMPLETE_CABIN | overlapZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 16
Scenario seed: 8970029813061739148

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.38%
Blocker-prone seat share (topology component): 75.52%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 675
Passengers seated: 192/192
Average waiting ticks: 307.57
Longest waiting passenger: P181->4E(RIGHT)
Longest waiting ticks: 641

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 4
Regions dissolved: 1
Repeated reconstructions avoided: 4
Largest region lifetime: 5
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1381
Maximum occupied tiles: 14
Seat events: 96
Single-blocker events: 19
Multiple-blocker events: 5
Temporary aisle reoccupations: 32

RIGHT AISLE
-----------
Total moves: 1434
Maximum occupied tiles: 13
Seat events: 96
Single-blocker events: 24
Multiple-blocker events: 10
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 99
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3651
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4556
Total stationary ticks: 62139
Seat-event requests: 198
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 473
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 473
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 198\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:04
Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 16
Scenario seed: 8970029813061739148

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 34.38%
Blocker-prone seat share (topology component): 75.52%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 670
Passengers seated: 192/192
Average waiting ticks: 305.43
Longest waiting passenger: P41->1C(LEFT)
Longest waiting ticks: 657

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 18
Regions dissolved: 1
Repeated reconstructions avoided: 18
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=19
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1381
Maximum occupied tiles: 15
Seat events: 96
Single-blocker events: 17
Multiple-blocker events: 6
Temporary aisle reoccupations: 32

RIGHT AISLE
-----------
Total moves: 1434
Maximum occupied tiles: 16
Seat events: 96
Single-blocker events: 26
Multiple-blocker events: 9
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 94
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6420
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7091
Total stationary ticks: 64345
Seat-event requests: 193
Failed seat-event starts: 1

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 394
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 394
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 196\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 16 | standardDataset=192/192 (100.00%) | overlapZoneDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapZoneWorse=false | standardFamily=COMPLETE_CABIN | overlapZoneFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 17
Scenario seed: 3184604032099438634

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 74.56%
Aisle-assignment balance: 93.86%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 860
Passengers seated: 228/228
Average waiting ticks: 371.64
Longest waiting passenger: P46->28G(RIGHT)
Longest waiting ticks: 801

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 27
Regions dissolved: 1
Repeated reconstructions avoided: 27
Largest region lifetime: 28
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=28
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1552
Maximum occupied tiles: 13
Seat events: 107
Single-blocker events: 23
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1720
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 122
Reservations granted: 122
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4107
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5365
Total stationary ticks: 88256
Seat-event requests: 236
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 625
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 625
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 236\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:04
Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 17
Scenario seed: 3184604032099438634

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 74.56%
Aisle-assignment balance: 93.86%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2240
Passengers seated: 141/228
Average waiting ticks: 814.69
Longest waiting passenger: P6->4G(RIGHT)
Longest waiting ticks: 2240

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 25
Cluster candidates evaluated: 68
Executable cluster candidates: 0
Rejected cluster candidates: 68
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 28
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2064
Regions dissolved: 0
Repeated reconstructions avoided: 2064
Largest region lifetime: 2065
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2065:occupied=28
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1971
State changes reopening evaluation: 24
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1552
Maximum occupied tiles: 17
Seat events: 107
Single-blocker events: 21
Multiple-blocker events: 7
Temporary aisle reoccupations: 36

RIGHT AISLE
-----------
Total moves: 1178
Maximum occupied tiles: 28
Seat events: 34
Single-blocker events: 4
Multiple-blocker events: 1
Temporary aisle reoccupations: 6

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2049
Reservations granted: 2049
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 59
Remaining moving in aisle: 24
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 47417
Longest unresolved passenger ID: 6
Longest unresolved row: 4
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 22
Longest dependency chain: P4(21H/RIGHT) -> P105(19F/RIGHT) -> P52(20H/RIGHT) -> P155(15D/RIGHT) -> P186(16G/RIGHT) -> P60(15C/RIGHT) -> P209(15E/RIGHT) -> P83(13D/RIGHT) -> P86(12F/RIGHT) -> P35(17E/RIGHT) -> P224(19G/RIGHT) -> P148(17D/RIGHT) -> P144(20F/RIGHT) -> P75(19D/RIGHT) -> P19(20C/RIGHT) -> P40(18G/RIGHT) -> P58(18H/RIGHT) -> P136(21F/RIGHT) -> P77(21G/RIGHT) -> P111(24F/RIGHT) -> P28(24E/RIGHT) -> P91(22C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 4
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 24
Total blocked ticks: 61326
Total stationary ticks: 238049
Seat-event requests: 2144
Failed seat-event starts: 2003

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 91
Critical blocker identity: P91->22C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 21
Critical tree size including blocker: 22
Critical tree depth: 22
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 28
Unresolved outside passengers: 59
Unresolved internal passengers outside critical tree: 6
Critical blocker tree:
P91(22C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P28(24E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P111(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P77(21G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P136(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P58(18H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P40(18G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P19(20C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P75(19D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(20F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P148(17D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P224(19G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P35(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P86(12F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P83(13D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P209(15E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P60(15C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P186(16G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P155(15D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P52(20H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P105(19F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P4(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1995
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 23|24|25
Critical blocker unavailable yield tiles: 24|25
Critical blocker yield-tile occupants: 50|195
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 3
Yield-tile occupied failures: 1995
Rear-boundary failures: 8
Middle-bank reservation failures: 0
Active-event deferrals: 367
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 2
Yield-occupant trace: yieldOccupant[50]: P50(26F/RIGHT/MOVING_IN_AISLE@tile24) -> P195(25C/RIGHT/WAITING_AT_ROW@tile25) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[195]: P195(25C/RIGHT/WAITING_AT_ROW@tile25) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P195->25C(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P50{seat=26F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=24,directBlocker=195,lastMoveTick=258,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P195{seat=25C,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=25,directBlocker=-1,lastMoveTick=257,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 23|24|25
Current unavailable yield tiles: 24|25
Current yield-tile occupants: 50|195
Final row-event chain: 91|50|195
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2144\nPrecedence substitutions made: 4\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 4\nOccupied-space rejections: 5995\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 17 | standardDataset=228/228 (100.00%) | overlapZoneDataset=141/228 (61.84%) | seatedDelta=-87 | completionDelta=-38.16% | outsideDelta=+59 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapZoneWorse=true | standardFamily=COMPLETE_CABIN | overlapZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 18
Scenario seed: 3120322730829782475

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.43%
Blocker-prone seat share (topology component): 60.13%
Aisle-assignment balance: 94.77%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1156
Passengers seated: 306/306
Average waiting ticks: 513.90
Longest waiting passenger: P231->18H(RIGHT)
Longest waiting ticks: 1102

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2475
Maximum occupied tiles: 14
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 16
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2744
Maximum occupied tiles: 12
Seat events: 161
Single-blocker events: 42
Multiple-blocker events: 21
Temporary aisle reoccupations: 88

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 136
Reservations granted: 136
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6095
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7295
Total stationary ticks: 162230
Seat-event requests: 320
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 655
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 655
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 320\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:04
Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 18
Scenario seed: 3120322730829782475

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 28.43%
Blocker-prone seat share (topology component): 60.13%
Aisle-assignment balance: 94.77%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1139
Passengers seated: 306/306
Average waiting ticks: 515.12
Longest waiting passenger: P258->2H(RIGHT)
Longest waiting ticks: 1125

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2475
Maximum occupied tiles: 18
Seat events: 145
Single-blocker events: 41
Multiple-blocker events: 12
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 2744
Maximum occupied tiles: 19
Seat events: 161
Single-blocker events: 42
Multiple-blocker events: 23
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 131
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 11370
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 12442
Total stationary ticks: 167789
Seat-event requests: 316
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 618
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 618
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 320\nPrecedence substitutions made: 10\nDependency chains followed: 11\nBlocked by waiting-row occupant: 11\nSubstituted events started: 13\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 18 | standardDataset=306/306 (100.00%) | overlapZoneDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapZoneWorse=false | standardFamily=COMPLETE_CABIN | overlapZoneFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 19
Scenario seed: -1051365898326392422

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.04%
Blocker-prone seat share (topology component): 65.65%
Aisle-assignment balance: 98.26%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 821
Passengers seated: 230/230
Average waiting ticks: 371.58
Longest waiting passenger: P130->6H(RIGHT)
Longest waiting ticks: 768

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1771
Maximum occupied tiles: 12
Seat events: 113
Single-blocker events: 13
Multiple-blocker events: 7
Temporary aisle reoccupations: 27

RIGHT AISLE
-----------
Total moves: 1764
Maximum occupied tiles: 13
Seat events: 117
Single-blocker events: 35
Multiple-blocker events: 8
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 92
Reservations granted: 84
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4657
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5790
Total stationary ticks: 89533
Seat-event requests: 235
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 544
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 544
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:04
Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 19
Scenario seed: -1051365898326392422

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 33.04%
Blocker-prone seat share (topology component): 65.65%
Aisle-assignment balance: 98.26%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 816
Passengers seated: 230/230
Average waiting ticks: 370.36
Longest waiting passenger: P130->6H(RIGHT)
Longest waiting ticks: 798

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles18-20:occupied=3:anchor=P145:selected=P64:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1771
Maximum occupied tiles: 16
Seat events: 113
Single-blocker events: 14
Multiple-blocker events: 7
Temporary aisle reoccupations: 28

RIGHT AISLE
-----------
Total moves: 1764
Maximum occupied tiles: 17
Seat events: 117
Single-blocker events: 34
Multiple-blocker events: 8
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 93
Reservations granted: 87
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7984
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8821
Total stationary ticks: 92384
Seat-event requests: 235
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 458
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 458
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 240\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 8\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 19 | standardDataset=230/230 (100.00%) | overlapZoneDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | overlapZoneWorse=false | standardFamily=COMPLETE_CABIN | overlapZoneFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 20
Scenario seed: -1169396298556200010

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 29.80%
Blocker-prone seat share (topology component): 65.31%
Aisle-assignment balance: 96.33%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 906
Passengers seated: 245/245
Average waiting ticks: 398.45
Longest waiting passenger: P186->32E(RIGHT)
Longest waiting ticks: 847

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:tiles10-13:occupied=3:anchor=P242:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 13
Regions dissolved: 1
Repeated reconstructions avoided: 13
Largest region lifetime: 14
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=14
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1773
Maximum occupied tiles: 11
Seat events: 118
Single-blocker events: 31
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

RIGHT AISLE
-----------
Total moves: 1904
Maximum occupied tiles: 11
Seat events: 127
Single-blocker events: 32
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 89
Reservations granted: 89
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4534
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5456
Total stationary ticks: 101373
Seat-event requests: 255
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 435
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 435
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 254\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:04
Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 20
Scenario seed: -1169396298556200010

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 29.80%
Blocker-prone seat share (topology component): 65.31%
Aisle-assignment balance: 96.33%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2353
Passengers seated: 238/245
Average waiting ticks: 406.23
Longest waiting passenger: P174->28I(RIGHT)
Longest waiting ticks: 2270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 3
Executable cluster candidates: 1
Rejected cluster candidates: 2
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 3
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 2122
Regions dissolved: 1
Repeated reconstructions avoided: 2122
Largest region lifetime: 2102
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2102:occupied=5
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1648
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1772
Maximum occupied tiles: 19
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 11
Temporary aisle reoccupations: 52

RIGHT AISLE
-----------
Total moves: 1900
Maximum occupied tiles: 19
Seat events: 122
Single-blocker events: 31
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 8847
Longest unresolved passenger ID: 118
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P60(27G/RIGHT) -> P132(28F/RIGHT) -> P174(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 60
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 24002
Total stationary ticks: 115394
Seat-event requests: 3619
Failed seat-event starts: 3381

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 174
Critical blocker identity: P174->28I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 7
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P174(28I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P132(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P60(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1717
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 186
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1664
Rear-boundary failures: 1717
Middle-bank reservation failures: 0
Active-event deferrals: 1565
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[186]: P186(32E/RIGHT/MOVING_IN_AISLE@tile30) -> P79(31D/RIGHT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P79->31D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P186{seat=32E,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=79,lastMoveTick=175,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 186
Final row-event chain: 174|186|79
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3618\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 1673\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 20 | standardDataset=245/245 (100.00%) | overlapZoneDataset=238/245 (97.14%) | seatedDelta=-7 | completionDelta=-2.86% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | overlapZoneWorse=true | standardFamily=COMPLETE_CABIN | overlapZoneFamily=MOVING_PASSENGER_YIELD_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 21
Scenario seed: -5845335927644343041

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.43%
Blocker-prone seat share (topology component): 69.57%
Aisle-assignment balance: 98.26%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 815
Passengers seated: 230/230
Average waiting ticks: 371.47
Longest waiting passenger: P7->2E(LEFT)
Longest waiting ticks: 763

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 3
Executable cluster candidates: 3
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: RIGHT:tiles13-16:occupied=4:anchor=P120:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 34
Regions dissolved: 1
Repeated reconstructions avoided: 34
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=35
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1791
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 34
Multiple-blocker events: 4
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1688
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 36
Multiple-blocker events: 7
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 87
Reservations granted: 85
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4386
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5681
Total stationary ticks: 89287
Seat-event requests: 237
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 616
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 616
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 237\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 4\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:04
Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 21
Scenario seed: -5845335927644343041

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 30.43%
Blocker-prone seat share (topology component): 69.57%
Aisle-assignment balance: 98.26%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 808
Passengers seated: 230/230
Average waiting ticks: 365.24
Longest waiting passenger: P113->5C(LEFT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1791
Maximum occupied tiles: 17
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 7
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1688
Maximum occupied tiles: 17
Seat events: 113
Single-blocker events: 38
Multiple-blocker events: 4
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 83
Reservations granted: 82
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8095
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8832
Total stationary ticks: 91288
Seat-event requests: 232
Failed seat-event starts: 2

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 383
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 2
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 383
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 233\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 21 | standardDataset=230/230 (100.00%) | overlapZoneDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapZoneWorse=false | standardFamily=COMPLETE_CABIN | overlapZoneFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 22
Scenario seed: 5901802720867875714

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.08%
Blocker-prone seat share (topology component): 58.68%
Aisle-assignment balance: 91.67%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2628
Passengers seated: 271/288
Average waiting ticks: 501.86
Longest waiting passenger: P233->22B(LEFT)
Longest waiting ticks: 2596

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 18
Cluster candidates evaluated: 22
Executable cluster candidates: 0
Rejected cluster candidates: 22
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 17
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2346
Regions dissolved: 0
Repeated reconstructions avoided: 2346
Largest region lifetime: 2347
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2347:occupied=17
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1931
State changes reopening evaluation: 17
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2236
Maximum occupied tiles: 21
Seat events: 115
Single-blocker events: 25
Multiple-blocker events: 12
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 2775
Maximum occupied tiles: 12
Seat events: 156
Single-blocker events: 43
Multiple-blocker events: 18
Temporary aisle reoccupations: 80

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 123
Reservations granted: 123
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 14
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 26853
Longest unresolved passenger ID: 285
Longest unresolved row: 35
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 13
Longest dependency chain: P157(29B/LEFT) -> P224(26G/LEFT) -> P193(28A/LEFT) -> P83(29F/LEFT) -> P29(32F/LEFT) -> P46(36G/LEFT) -> P152(36E/LEFT) -> P135(34B/LEFT) -> P139(34A/LEFT) -> P245(33A/LEFT) -> P63(34C/LEFT) -> P285(35D/LEFT) -> P68(35B/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 157
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 14
Total blocked ticks: 39581
Total stationary ticks: 175761
Seat-event requests: 2241
Failed seat-event starts: 1970

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 68
Critical blocker identity: P68->35B(LEFT)
Direct fan-out: 1
Total indirect descendants: 12
Critical tree size including blocker: 13
Critical tree depth: 13
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 17
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P68(35B/LEFT/WAITING_FOR_SEAT_EVENT)
  P285(35D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P63(34C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P245(33A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P139(34A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P135(34B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P152(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P46(36G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P29(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P83(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P193(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P224(26G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P157(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1969
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 1
Critical blocker required yield tiles: 36
Critical blocker unavailable yield tiles: 36
Critical blocker yield-tile occupants: 24
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 3
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1969
Rear-boundary failures: 1
Middle-bank reservation failures: 0
Active-event deferrals: 1081
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[24]: P24(36A/LEFT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P24->36A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: P24{seat=36A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=266,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 36
Current unavailable yield tiles: 36
Current yield-tile occupants: 24
Final row-event chain: 68|24
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2241\nPrecedence substitutions made: 1\nDependency chains followed: 193\nBlocked by waiting-row occupant: 193\nSubstituted events started: 1\nOccupied-space rejections: 1974\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:04
Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 22
Scenario seed: 5901802720867875714

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 27.08%
Blocker-prone seat share (topology component): 58.68%
Aisle-assignment balance: 91.67%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2601
Passengers seated: 285/288
Average waiting ticks: 484.46
Longest waiting passenger: P152->36E(LEFT)
Longest waiting ticks: 2492

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 4
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 2406
Regions dissolved: 2
Repeated reconstructions avoided: 2406
Largest region lifetime: 2385
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2385:occupied=3
Confirmation deferral ticks: 4
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1857
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2298
Maximum occupied tiles: 21
Seat events: 129
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2775
Maximum occupied tiles: 20
Seat events: 156
Single-blocker events: 47
Multiple-blocker events: 20
Temporary aisle reoccupations: 89

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1992
Reservations granted: 1988
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 11039
Longest unresolved passenger ID: 46
Longest unresolved row: 36
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P9(36C/LEFT) -> P46(36G/LEFT) -> P152(36E/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 9
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 19176
Total stationary ticks: 154221
Seat-event requests: 2160
Failed seat-event starts: 1875

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 152
Critical blocker identity: P152->36E(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P152(36E/LEFT/WAITING_FOR_SEAT_EVENT)
  P46(36G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P9(36C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1861
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 1
Critical blocker required yield tiles: 37
Critical blocker unavailable yield tiles: 37
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 1861
Middle-bank reservation failures: 4
Active-event deferrals: 972
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 37
Current unavailable yield tiles: 37
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2162\nPrecedence substitutions made: 8\nDependency chains followed: 8\nBlocked by waiting-row occupant: 9\nSubstituted events started: 12\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 22 | standardDataset=271/288 (94.10%) | overlapZoneDataset=285/288 (98.96%) | seatedDelta=+14 | completionDelta=+4.86% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | overlapZoneWorse=false | standardFamily=LINKED_ROW_EVENT_CHAIN | overlapZoneFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 23
Scenario seed: -5886756800942795092

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.61%
Blocker-prone seat share (topology component): 67.39%
Aisle-assignment balance: 97.39%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 844
Passengers seated: 230/230
Average waiting ticks: 385.89
Longest waiting passenger: P166->14H(RIGHT)
Longest waiting ticks: 818

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles9-12:occupied=3:anchor=P84:selected=P226:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1724
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1674
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 26
Multiple-blocker events: 11
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 75
Reservations granted: 74
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3907
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4803
Total stationary ticks: 91882
Seat-event requests: 240
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 490
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 490
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 240\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:04
Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 23
Scenario seed: -5886756800942795092

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 32.61%
Blocker-prone seat share (topology component): 67.39%
Aisle-assignment balance: 97.39%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 830
Passengers seated: 230/230
Average waiting ticks: 380.37
Longest waiting passenger: P209->6D(RIGHT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1724
Maximum occupied tiles: 16
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 45

RIGHT AISLE
-----------
Total moves: 1674
Maximum occupied tiles: 16
Seat events: 118
Single-blocker events: 27
Multiple-blocker events: 9
Temporary aisle reoccupations: 45

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 77
Reservations granted: 75
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7385
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8142
Total stationary ticks: 93995
Seat-event requests: 233
Failed seat-event starts: 3

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 454
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 3
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 454
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 235\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 23 | standardDataset=230/230 (100.00%) | overlapZoneDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapZoneWorse=false | standardFamily=COMPLETE_CABIN | overlapZoneFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 24
Scenario seed: -8002946322880410004

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 881
Passengers seated: 235/235
Average waiting ticks: 383.40
Longest waiting passenger: P13->10A(LEFT)
Longest waiting ticks: 823

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 12
Seat events: 124
Single-blocker events: 31
Multiple-blocker events: 16
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 1587
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 136
Reservations granted: 128
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4518
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5711
Total stationary ticks: 93972
Seat-event requests: 245
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 555
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 555
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 253\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:04
Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 24
Scenario seed: -8002946322880410004

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 377.52
Longest waiting passenger: P232->3E(LEFT)
Longest waiting ticks: 851

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 17
Seat events: 124
Single-blocker events: 29
Multiple-blocker events: 19
Temporary aisle reoccupations: 71

RIGHT AISLE
-----------
Total moves: 1587
Maximum occupied tiles: 16
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 6
Temporary aisle reoccupations: 47

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 122
Reservations granted: 121
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7925
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8657
Total stationary ticks: 95761
Seat-event requests: 238
Failed seat-event starts: 3

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 375
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 3
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 375
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 240\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 9\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 24 | standardDataset=235/235 (100.00%) | overlapZoneDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapZoneWorse=false | standardFamily=COMPLETE_CABIN | overlapZoneFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 25
Scenario seed: -6793887463250987477

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.38%
Aisle-assignment balance: 95.74%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2527
Passengers seated: 276/282
Average waiting ticks: 487.17
Longest waiting passenger: P197->31D(RIGHT)
Longest waiting ticks: 2476

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 3
Executable cluster candidates: 1
Rejected cluster candidates: 2
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1565
Regions dissolved: 1
Repeated reconstructions avoided: 1565
Largest region lifetime: 1558
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1558:occupied=6
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1524
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2082
Maximum occupied tiles: 13
Seat events: 135
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2295
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 36
Multiple-blocker events: 11
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1672
Reservations granted: 1672
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 6510
Longest unresolved passenger ID: 217
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P249(30F/RIGHT) -> P22(30H/RIGHT) -> P61(30D/RIGHT) -> P208(31F/RIGHT) -> P197(31D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 249
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 15659
Total stationary ticks: 147571
Seat-event requests: 1864
Failed seat-event starts: 1588

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 197
Critical blocker identity: P197->31D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P197(31D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P208(31F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P61(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P22(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P249(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1588
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 32
Critical blocker unavailable yield tiles: 32
Critical blocker yield-tile occupants: 217
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1588
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 802
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[217]: P217(32I/RIGHT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P217->32I(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P217{seat=32I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=32,directBlocker=-1,lastMoveTick=786,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 32
Current unavailable yield tiles: 32
Current yield-tile occupants: 217
Final row-event chain: 197|217
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1863\nPrecedence substitutions made: 3\nDependency chains followed: 1581\nBlocked by waiting-row occupant: 1581\nSubstituted events started: 5\nOccupied-space rejections: 1592\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:04
Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 25
Scenario seed: -6793887463250987477

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.38%
Aisle-assignment balance: 95.74%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2440
Passengers seated: 143/282
Average waiting ticks: 1166.38
Longest waiting passenger: P2->17I(RIGHT)
Longest waiting ticks: 2440

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 31
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 31
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2324
Regions dissolved: 0
Repeated reconstructions avoided: 2324
Largest region lifetime: 2325
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2325:occupied=31
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 2292
State changes reopening evaluation: 30
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2082
Maximum occupied tiles: 18
Seat events: 133
Single-blocker events: 32
Multiple-blocker events: 8
Temporary aisle reoccupations: 48

RIGHT AISLE
-----------
Total moves: 760
Maximum occupied tiles: 31
Seat events: 10
Single-blocker events: 2
Multiple-blocker events: 0
Temporary aisle reoccupations: 2

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 42
Reservations granted: 42
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 106
Remaining moving in aisle: 30
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 69419
Longest unresolved passenger ID: 2
Longest unresolved row: 17
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 31
Longest dependency chain: P58(21I/RIGHT) -> P223(20I/RIGHT) -> P165(24H/RIGHT) -> P108(26G/RIGHT) -> P154(27D/RIGHT) -> P213(27I/RIGHT) -> P55(24I/RIGHT) -> P270(27E/RIGHT) -> P101(28E/RIGHT) -> P178(26D/RIGHT) -> P226(28H/RIGHT) -> P23(25E/RIGHT) -> P97(27H/RIGHT) -> P204(26E/RIGHT) -> P249(30F/RIGHT) -> P22(30H/RIGHT) -> P61(30D/RIGHT) -> P192(25I/RIGHT) -> P27(26H/RIGHT) -> P76(25D/RIGHT) -> P93(26I/RIGHT) -> P250(24E/RIGHT) -> P196(25G/RIGHT) -> P208(31F/RIGHT) -> P14(29E/RIGHT) -> P274(29D/RIGHT) -> P237(30E/RIGHT) -> P197(31D/RIGHT) -> P217(32I/RIGHT) -> P185(32H/RIGHT) -> P109(31I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 58
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 30
Total blocked ticks: 81531
Total stationary ticks: 402598
Seat-event requests: 4167
Failed seat-event starts: 4024

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 109
Critical blocker identity: P109->31I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 30
Critical tree size including blocker: 31
Critical tree depth: 31
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 33
Unresolved outside passengers: 106
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P109(31I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P185(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P217(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P197(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P237(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P274(29D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P14(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P208(31F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P196(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P250(24E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P93(26I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P76(25D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P27(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P192(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P61(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P22(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P249(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P204(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P97(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P23(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P226(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P178(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P101(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P270(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P55(24I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P213(27I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P154(27D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P108(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P165(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                          P223(20I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                            P58(21I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 2326
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1698
Rear-boundary failures: 2326
Middle-bank reservation failures: 0
Active-event deferrals: 1179
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 4167\nPrecedence substitutions made: 4\nDependency chains followed: 1700\nBlocked by waiting-row occupant: 1700\nSubstituted events started: 4\nOccupied-space rejections: 1702\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 25 | standardDataset=276/282 (97.87%) | overlapZoneDataset=143/282 (50.71%) | seatedDelta=-133 | completionDelta=-47.16% | outsideDelta=+106 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapZoneWorse=true | standardFamily=LINKED_ROW_EVENT_CHAIN | overlapZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 26
Scenario seed: 722007454514889823

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.49%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1287
Passengers seated: 353/353
Average waiting ticks: 586.65
Longest waiting passenger: P178->2A(LEFT)
Longest waiting ticks: 1226

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 90
Regions dissolved: 4
Repeated reconstructions avoided: 90
Largest region lifetime: 38
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3193
Maximum occupied tiles: 14
Seat events: 182
Single-blocker events: 45
Multiple-blocker events: 30
Temporary aisle reoccupations: 111

RIGHT AISLE
-----------
Total moves: 3005
Maximum occupied tiles: 13
Seat events: 171
Single-blocker events: 47
Multiple-blocker events: 24
Temporary aisle reoccupations: 101

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 160
Reservations granted: 157
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7774
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9701
Total stationary ticks: 213884
Seat-event requests: 378
Failed seat-event starts: 25

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 882
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 25
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 882
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 380\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 30\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:04
Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 26
Scenario seed: 722007454514889823

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.49%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2768
Passengers seated: 351/353
Average waiting ticks: 593.85
Longest waiting passenger: P195->34J(RIGHT)
Longest waiting ticks: 2650

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3193
Maximum occupied tiles: 19
Seat events: 182
Single-blocker events: 47
Multiple-blocker events: 32
Temporary aisle reoccupations: 118

RIGHT AISLE
-----------
Total moves: 3005
Maximum occupied tiles: 20
Seat events: 169
Single-blocker events: 43
Multiple-blocker events: 22
Temporary aisle reoccupations: 91

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 153
Reservations granted: 150
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 13877
Longest unresolved passenger ID: 195
Longest unresolved row: 34
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 1
Longest dependency chain: P195(34J/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 195
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 20197
Total stationary ticks: 222101
Seat-event requests: 2183
Failed seat-event starts: 1832

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 195
Critical blocker identity: P195->34J(RIGHT)
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 1
Critical tree depth: 1
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P195(34J/RIGHT/WAITING_FOR_SEAT_EVENT)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 1844
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 35|36
Critical blocker unavailable yield tiles: 36
Critical blocker yield-tile occupants: 307
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1828
Rear-boundary failures: 4
Middle-bank reservation failures: 3
Active-event deferrals: 1844
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[307]: P307(36F/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P307->36F(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P307{seat=36F,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=258,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 35|36
Current unavailable yield tiles: 36
Current yield-tile occupants: 307
Final row-event chain: 195|307
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2186\nPrecedence substitutions made: 12\nDependency chains followed: 1829\nBlocked by waiting-row occupant: 1829\nSubstituted events started: 12\nOccupied-space rejections: 1837\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 26 | standardDataset=353/353 (100.00%) | overlapZoneDataset=351/353 (99.43%) | seatedDelta=-2 | completionDelta=-0.57% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapZoneWorse=true | standardFamily=COMPLETE_CABIN | overlapZoneFamily=LINKED_ROW_EVENT_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 27
Scenario seed: -5450447113087893164

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1282
Passengers seated: 353/353
Average waiting ticks: 599.70
Longest waiting passenger: P326->9H(RIGHT)
Longest waiting ticks: 1238

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2967
Maximum occupied tiles: 12
Seat events: 174
Single-blocker events: 46
Multiple-blocker events: 23
Temporary aisle reoccupations: 96

RIGHT AISLE
-----------
Total moves: 3223
Maximum occupied tiles: 12
Seat events: 179
Single-blocker events: 52
Multiple-blocker events: 30
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 150
Reservations granted: 150
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7466
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8940
Total stationary ticks: 217898
Seat-event requests: 366
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 762
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 762
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 366\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:04
Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 27
Scenario seed: -5450447113087893164

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2722
Passengers seated: 199/353
Average waiting ticks: 1244.14
Longest waiting passenger: P2->15E(RIGHT)
Longest waiting ticks: 2722

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 49
Cluster candidates evaluated: 98
Executable cluster candidates: 0
Rejected cluster candidates: 98
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 36
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2536
Regions dissolved: 0
Repeated reconstructions avoided: 2536
Largest region lifetime: 2537
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2537:occupied=36
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 2462
State changes reopening evaluation: 48
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2967
Maximum occupied tiles: 21
Seat events: 174
Single-blocker events: 46
Multiple-blocker events: 13
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 1411
Maximum occupied tiles: 36
Seat events: 25
Single-blocker events: 3
Multiple-blocker events: 3
Temporary aisle reoccupations: 9

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2593
Reservations granted: 2589
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 118
Remaining moving in aisle: 33
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 81850
Longest unresolved passenger ID: 2
Longest unresolved row: 15
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 34
Longest dependency chain: P165(26H/RIGHT) -> P72(26J/RIGHT) -> P135(26I/RIGHT) -> P69(31I/RIGHT) -> P16(30I/RIGHT) -> P193(25J/RIGHT) -> P224(23D/RIGHT) -> P245(20I/RIGHT) -> P74(21H/RIGHT) -> P197(22I/RIGHT) -> P126(23H/RIGHT) -> P166(25I/RIGHT) -> P247(29I/RIGHT) -> P59(27E/RIGHT) -> P70(30H/RIGHT) -> P207(30E/RIGHT) -> P40(31F/RIGHT) -> P42(27F/RIGHT) -> P318(26D/RIGHT) -> P297(29F/RIGHT) -> P208(27H/RIGHT) -> P10(30G/RIGHT) -> P43(28G/RIGHT) -> P147(29J/RIGHT) -> P269(29H/RIGHT) -> P12(31J/RIGHT) -> P22(32G/RIGHT) -> P96(32H/RIGHT) -> P31(36E/RIGHT) -> P44(32J/RIGHT) -> P228(34J/RIGHT) -> P279(35I/RIGHT) -> P335(36J/RIGHT) -> P196(34E/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 165
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 33
Total blocked ticks: 98277
Total stationary ticks: 528424
Seat-event requests: 2712
Failed seat-event starts: 2513

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 196
Critical blocker identity: P196->34E(RIGHT)
Direct fan-out: 1
Total indirect descendants: 33
Critical tree size including blocker: 34
Critical tree depth: 34
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 36
Unresolved outside passengers: 118
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P196(34E/RIGHT/WAITING_FOR_SEAT_EVENT)
  P335(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P279(35I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P228(34J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P44(32J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P31(36E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P96(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P22(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P12(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P269(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P147(29J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P43(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P10(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P208(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P297(29F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P318(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P42(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P40(31F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P207(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P70(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P59(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P247(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P166(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P126(23H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P197(22I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P74(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P245(20I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P224(23D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P193(25J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                          P16(30I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                            P69(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                              P135(26I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                                P72(26J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                                  P165(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 2512
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 35|36
Critical blocker unavailable yield tiles: 35|36
Critical blocker yield-tile occupants: 231|276
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 2512
Rear-boundary failures: 1
Middle-bank reservation failures: 4
Active-event deferrals: 446
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 1
Yield-occupant trace: yieldOccupant[231]: P231(35J/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[276]: P276(36I/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P276->36I(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: false
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P231{seat=35J,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=168,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} || P276{seat=36I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=167,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 35|36
Current unavailable yield tiles: 35|36
Current yield-tile occupants: 231|276
Final row-event chain: 196|231
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2717\nPrecedence substitutions made: 5\nDependency chains followed: 2519\nBlocked by waiting-row occupant: 5033\nSubstituted events started: 2\nOccupied-space rejections: 10119\nMaximum scheduling-chain depth: 3\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 27 | standardDataset=353/353 (100.00%) | overlapZoneDataset=199/353 (56.37%) | seatedDelta=-154 | completionDelta=-43.63% | outsideDelta=+118 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapZoneWorse=true | standardFamily=COMPLETE_CABIN | overlapZoneFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 28
Scenario seed: 246091010528561545

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1319
Passengers seated: 353/353
Average waiting ticks: 602.32
Longest waiting passenger: P36->10I(RIGHT)
Longest waiting ticks: 1278

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 39
Regions dissolved: 2
Repeated reconstructions avoided: 39
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2983
Maximum occupied tiles: 13
Seat events: 171
Single-blocker events: 42
Multiple-blocker events: 20
Temporary aisle reoccupations: 84

RIGHT AISLE
-----------
Total moves: 3263
Maximum occupied tiles: 15
Seat events: 182
Single-blocker events: 47
Multiple-blocker events: 27
Temporary aisle reoccupations: 108

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 158
Reservations granted: 158
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7403
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8981
Total stationary ticks: 218852
Seat-event requests: 373
Failed seat-event starts: 20

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 798
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 20
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 798
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 373\nPrecedence substitutions made: 3\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 3\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:04
Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 28
Scenario seed: 246091010528561545

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1287
Passengers seated: 353/353
Average waiting ticks: 593.82
Longest waiting passenger: P345->3D(RIGHT)
Longest waiting ticks: 1268

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles25-27:occupied=3:anchor=P225:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2983
Maximum occupied tiles: 19
Seat events: 171
Single-blocker events: 42
Multiple-blocker events: 19
Temporary aisle reoccupations: 82

RIGHT AISLE
-----------
Total moves: 3263
Maximum occupied tiles: 19
Seat events: 182
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 110

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 146
Reservations granted: 146
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 13863
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 15034
Total stationary ticks: 222111
Seat-event requests: 365
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 630
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 3
Middle-bank reservation failures: 0
Active-event deferrals: 630
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 364\nPrecedence substitutions made: 8\nDependency chains followed: 8\nBlocked by waiting-row occupant: 8\nSubstituted events started: 10\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 28 | standardDataset=353/353 (100.00%) | overlapZoneDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | overlapZoneWorse=false | standardFamily=COMPLETE_CABIN | overlapZoneFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 29
Scenario seed: 4203914317130684635

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.05%
Blocker-prone seat share (topology component): 67.57%
Aisle-assignment balance: 99.61%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2413
Passengers seated: 257/259
Average waiting ticks: 430.23
Longest waiting passenger: P157->31I(RIGHT)
Longest waiting ticks: 2353

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1895
Maximum occupied tiles: 12
Seat events: 130
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 2013
Maximum occupied tiles: 12
Seat events: 127
Single-blocker events: 38
Multiple-blocker events: 9
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 89
Reservations granted: 89
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4711
Longest unresolved passenger ID: 177
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P177(32G/RIGHT) -> P157(31I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 177
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 9006
Total stationary ticks: 116891
Seat-event requests: 1811
Failed seat-event starts: 1554

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 157
Critical blocker identity: P157->31I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P157(31I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P177(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1544
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 10
Rear-boundary failures: 1544
Middle-bank reservation failures: 0
Active-event deferrals: 630
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1811\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:04
Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 29
Scenario seed: 4203914317130684635

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 32.05%
Blocker-prone seat share (topology component): 67.57%
Aisle-assignment balance: 99.61%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2401
Passengers seated: 256/259
Average waiting ticks: 433.42
Longest waiting passenger: P157->31I(RIGHT)
Longest waiting ticks: 2310

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2235
Regions dissolved: 0
Repeated reconstructions avoided: 2235
Largest region lifetime: 2236
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2236:occupied=3
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1689
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1895
Maximum occupied tiles: 16
Seat events: 130
Single-blocker events: 31
Multiple-blocker events: 13
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 2013
Maximum occupied tiles: 19
Seat events: 126
Single-blocker events: 38
Multiple-blocker events: 8
Temporary aisle reoccupations: 54

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 91
Reservations granted: 89
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8721
Longest unresolved passenger ID: 177
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P177(32G/RIGHT) -> P157(31I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 177
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 16197
Total stationary ticks: 122253
Seat-event requests: 1953
Failed seat-event starts: 1697

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 157
Critical blocker identity: P157->31I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P157(31I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P177(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1693
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 32|33
Critical blocker yield-tile occupants: 95|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 4
Rear-boundary failures: 1693
Middle-bank reservation failures: 2
Active-event deferrals: 1276
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[95]: P95(32E/RIGHT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P95->32E(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: P95{seat=32E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=32,directBlocker=-1,lastMoveTick=163,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 32|33
Current yield-tile occupants: 95|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1955\nPrecedence substitutions made: 6\nDependency chains followed: 1698\nBlocked by waiting-row occupant: 1698\nSubstituted events started: 4\nOccupied-space rejections: 1701\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 29 | standardDataset=257/259 (99.23%) | overlapZoneDataset=256/259 (98.84%) | seatedDelta=-1 | completionDelta=-0.39% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | overlapZoneWorse=true | standardFamily=REAR_BOUNDARY_LOCK | overlapZoneFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 30
Scenario seed: -7557663346310737177

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 59.06%
Aisle-assignment balance: 98.25%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1236
Passengers seated: 342/342
Average waiting ticks: 564.65
Longest waiting passenger: P20->31I(RIGHT)
Longest waiting ticks: 1184

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 5
Clusters detected: 5
Activations without intervention: 6
Cluster candidates evaluated: 4
Executable cluster candidates: 4
Rejected cluster candidates: 0
Cluster selections: 4
Cluster-selected events started: 5
Largest detected cluster: 7
Selected release potential total: 16
Last cluster decision: RIGHT:tiles20-22:occupied=3:anchor=P236:selected=P293:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 5
Region updates: 88
Regions dissolved: 5
Repeated reconstructions avoided: 88
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R5:lifetime=9
Confirmation deferral ticks: 8
Regions reaching confirmation: 3
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 4
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2986
Maximum occupied tiles: 14
Seat events: 168
Single-blocker events: 37
Multiple-blocker events: 26
Temporary aisle reoccupations: 94

RIGHT AISLE
-----------
Total moves: 2895
Maximum occupied tiles: 16
Seat events: 174
Single-blocker events: 43
Multiple-blocker events: 31
Temporary aisle reoccupations: 110

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 159
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7405
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9317
Total stationary ticks: 199595
Seat-event requests: 382
Failed seat-event starts: 40

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 861
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 40
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 861
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 378\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 14\nOccupied-space rejections: 50\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
============================================================
Date/Time: 2026-07-16 22:59:04
Experiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 30
Scenario seed: -7557663346310737177

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 59.06%
Aisle-assignment balance: 98.25%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1206
Passengers seated: 342/342
Average waiting ticks: 557.05
Longest waiting passenger: P203->4H(RIGHT)
Longest waiting ticks: 1186

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles20-22:occupied=3:anchor=P236:selected=P205:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=11
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2986
Maximum occupied tiles: 19
Seat events: 168
Single-blocker events: 39
Multiple-blocker events: 26
Temporary aisle reoccupations: 98

RIGHT AISLE
-----------
Total moves: 2895
Maximum occupied tiles: 19
Seat events: 174
Single-blocker events: 42
Multiple-blocker events: 30
Temporary aisle reoccupations: 106

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 148
Reservations granted: 147
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 13803
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 15036
Total stationary ticks: 203008
Seat-event requests: 353
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 652
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 652
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: OVERLAPPING_GEOGRAPHIC_MICRO_BATCH_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 353\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 11\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 30 | standardDataset=342/342 (100.00%) | overlapZoneDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | overlapZoneWorse=false | standardFamily=COMPLETE_CABIN | overlapZoneFamily=COMPLETE_CABIN

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 20
OVERLAPPING GEOGRAPHIC MICRO-BATCH ADMISSION
************************************************************
Experiment seed: 2083790101901
Scenarios executed: 60
Successful completions: 33
Incomplete/MAX_TICKS: 27
Average completed ticks: 1611.40
Average waiting ticks: 563.61
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:51
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 1
Scenario seed: -4248938912819631269

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2327
Passengers seated: 221/235
Average waiting ticks: 455.32
Longest waiting passenger: P6->10H(RIGHT)
Longest waiting ticks: 2327

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 3
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles25-27:occupied=3:anchor=P29:selected=P181:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 15
Regions dissolved: 1
Repeated reconstructions avoided: 15
Largest region lifetime: 16
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=16
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1708
Maximum occupied tiles: 13
Seat events: 116
Single-blocker events: 28
Multiple-blocker events: 19
Temporary aisle reoccupations: 71

RIGHT AISLE
-----------
Total moves: 1555
Maximum occupied tiles: 12
Seat events: 105
Single-blocker events: 26
Multiple-blocker events: 9
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1717
Reservations granted: 1709
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 8
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5451
Longest unresolved passenger ID: 6
Longest unresolved row: 10
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P82(30E/RIGHT) -> P15(6G/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 82
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 15044
Total stationary ticks: 115476
Seat-event requests: 1820
Failed seat-event starts: 1599

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 15
Critical blocker identity: P15->6G(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 8
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P15(6G/RIGHT/WAITING_FOR_SEAT_EVENT)
  P82(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1599
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1599
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 519
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1828\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 4\nOccupied-space rejections: 1601\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:51
Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 1
Scenario seed: -4248938912819631269

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 1820
Passengers seated: 83/235
Average waiting ticks: 943.38
Longest waiting passenger: P0->3F(RIGHT)
Longest waiting ticks: 1820

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 38
Cluster candidates evaluated: 116
Executable cluster candidates: 0
Rejected cluster candidates: 116
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 29
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1706
Regions dissolved: 0
Repeated reconstructions avoided: 1706
Largest region lifetime: 1707
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1707:occupied=29
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1521
State changes reopening evaluation: 37
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1301
Maximum occupied tiles: 29
Seat events: 40
Single-blocker events: 6
Multiple-blocker events: 2
Temporary aisle reoccupations: 10

RIGHT AISLE
-----------
Total moves: 1224
Maximum occupied tiles: 20
Seat events: 43
Single-blocker events: 10
Multiple-blocker events: 5
Temporary aisle reoccupations: 22

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1598
Reservations granted: 1591
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1498

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 103
Remaining moving in aisle: 41
Remaining waiting at row: 8
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 62106
Longest unresolved passenger ID: 0
Longest unresolved row: 3
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 20
Longest dependency chain: P166(13F/LEFT) -> P10(16D/LEFT) -> P67(14A/LEFT) -> P58(13D/LEFT) -> P31(12C/LEFT) -> P229(15D/LEFT) -> P207(14B/LEFT) -> P199(13A/LEFT) -> P123(12A/LEFT) -> P116(14C/LEFT) -> P80(18E/LEFT) -> P121(15A/LEFT) -> P164(17B/LEFT) -> P4(15B/LEFT) -> P19(18B/LEFT) -> P151(20A/LEFT) -> P204(19A/LEFT) -> P160(19B/LEFT) -> P57(21B/LEFT) -> P69(20F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 166
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 41
Total blocked ticks: 79561
Total stationary ticks: 288237
Seat-event requests: 1650
Failed seat-event starts: 1567

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 69
Critical blocker identity: P69->20F(LEFT)
Direct fan-out: 1
Total indirect descendants: 19
Critical tree size including blocker: 20
Critical tree depth: 20
Frozen internal components: 8
Terminal WAITING_FOR_SEAT_EVENT nodes: 8
Unresolved internal passengers: 49
Unresolved outside passengers: 103
Unresolved internal passengers outside critical tree: 29
Critical blocker tree:
P69(20F/LEFT/WAITING_FOR_SEAT_EVENT)
  P57(21B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P160(19B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P204(19A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P151(20A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P19(18B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P4(15B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P164(17B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P121(15A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P80(18E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P116(14C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P123(12A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P199(13A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P207(14B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P229(15D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P31(12C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P58(13D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P67(14A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P10(16D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P166(13F/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1543
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 21
Critical blocker unavailable yield tiles: 21
Critical blocker yield-tile occupants: 124
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 4
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1543
Rear-boundary failures: 24
Middle-bank reservation failures: 7
Active-event deferrals: 362
Simultaneous arbitration losses: 1498

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[124]: P124(21F/LEFT/WAITING_AT_ROW@tile21) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P124->21F(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P124{seat=21F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=21,directBlocker=-1,lastMoveTick=303,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 21
Current unavailable yield tiles: 21
Current yield-tile occupants: 124
Final row-event chain: 69|124
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 7
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3155\nPrecedence substitutions made: 1495\nDependency chains followed: 3020\nBlocked by waiting-row occupant: 6032\nSubstituted events started: 0\nOccupied-space rejections: 18281\nMaximum scheduling-chain depth: 4\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 01 | standardDataset=221/235 (94.04%) | completionTriggeredDataset=83/235 (35.32%) | seatedDelta=-138 | completionDelta=-58.72% | outsideDelta=+95 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | completionTriggeredWorse=true | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | completionTriggeredFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:51
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 2
Scenario seed: 2182383722134259186

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.46%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 784
Passengers seated: 216/216
Average waiting ticks: 350.50
Longest waiting passenger: P151->14E(LEFT)
Longest waiting ticks: 733

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 39
Regions dissolved: 2
Repeated reconstructions avoided: 39
Largest region lifetime: 33
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=33
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1653
Maximum occupied tiles: 15
Seat events: 111
Single-blocker events: 23
Multiple-blocker events: 10
Temporary aisle reoccupations: 48

RIGHT AISLE
-----------
Total moves: 1511
Maximum occupied tiles: 11
Seat events: 105
Single-blocker events: 27
Multiple-blocker events: 4
Temporary aisle reoccupations: 36

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 117
Reservations granted: 114
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3806
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4946
Total stationary ticks: 78953
Seat-event requests: 222
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 568
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 568
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 225\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:52
Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 2
Scenario seed: 2182383722134259186

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.46%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 777
Passengers seated: 216/216
Average waiting ticks: 342.95
Longest waiting passenger: P47->6B(LEFT)
Longest waiting ticks: 765

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1653
Maximum occupied tiles: 19
Seat events: 111
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 1511
Maximum occupied tiles: 17
Seat events: 105
Single-blocker events: 26
Multiple-blocker events: 3
Temporary aisle reoccupations: 33

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 115
Reservations granted: 110
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 2

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7595
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8347
Total stationary ticks: 80993
Seat-event requests: 219
Failed seat-event starts: 3

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 335
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1
Rear-boundary failures: 2
Middle-bank reservation failures: 5
Active-event deferrals: 335
Simultaneous arbitration losses: 2

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 226\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 2\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 02 | standardDataset=216/216 (100.00%) | completionTriggeredDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | completionTriggeredWorse=false | standardFamily=COMPLETE_CABIN | completionTriggeredFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 3
Scenario seed: -1064509833421198483

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 60.46%
Aisle-assignment balance: 90.85%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1221
Passengers seated: 306/306
Average waiting ticks: 527.75
Longest waiting passenger: P261->32E(LEFT)
Longest waiting ticks: 1159

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:tiles19-21:occupied=3:anchor=P59:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 9
Regions dissolved: 1
Repeated reconstructions avoided: 9
Largest region lifetime: 10
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=10
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2940
Maximum occupied tiles: 13
Seat events: 167
Single-blocker events: 44
Multiple-blocker events: 18
Temporary aisle reoccupations: 83

RIGHT AISLE
-----------
Total moves: 2427
Maximum occupied tiles: 14
Seat events: 139
Single-blocker events: 36
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 123
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6313
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8018
Total stationary ticks: 166969
Seat-event requests: 316
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 875
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 875
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 318\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:52
Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 3
Scenario seed: -1064509833421198483

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 60.46%
Aisle-assignment balance: 90.85%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1175
Passengers seated: 306/306
Average waiting ticks: 512.64
Longest waiting passenger: P205->3F(LEFT)
Longest waiting ticks: 1165

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:tiles7-9:occupied=3:anchor=P44:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2940
Maximum occupied tiles: 17
Seat events: 167
Single-blocker events: 44
Multiple-blocker events: 22
Temporary aisle reoccupations: 91

RIGHT AISLE
-----------
Total moves: 2427
Maximum occupied tiles: 19
Seat events: 139
Single-blocker events: 36
Multiple-blocker events: 6
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 121
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 12032
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 12885
Total stationary ticks: 167717
Seat-event requests: 313
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 443
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 443
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 321\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 03 | standardDataset=306/306 (100.00%) | completionTriggeredDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | completionTriggeredWorse=false | standardFamily=COMPLETE_CABIN | completionTriggeredFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 4
Scenario seed: 7274058025060234938

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 75.88%
Aisle-assignment balance: 93.86%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2365
Passengers seated: 226/228
Average waiting ticks: 398.28
Longest waiting passenger: P227->28F(LEFT)
Longest waiting ticks: 2283

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1789
Maximum occupied tiles: 14
Seat events: 119
Single-blocker events: 33
Multiple-blocker events: 12
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 1509
Maximum occupied tiles: 10
Seat events: 107
Single-blocker events: 23
Multiple-blocker events: 10
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1622
Reservations granted: 1622
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4118
Longest unresolved passenger ID: 146
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 1
Longest dependency chain: P146(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 146
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8146
Total stationary ticks: 94195
Seat-event requests: 1739
Failed seat-event starts: 1513

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 146
Critical blocker identity: P146->30F(LEFT)
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 1
Critical tree depth: 1
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P146(30F/LEFT/WAITING_FOR_SEAT_EVENT)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1513
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 538
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 31|32|33
Current unavailable yield tiles: 31|32|33
Current yield-tile occupants: -1|-1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1739\nPrecedence substitutions made: 2\nDependency chains followed: 1509\nBlocked by waiting-row occupant: 1509\nSubstituted events started: 2\nOccupied-space rejections: 1514\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:52
Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 4
Scenario seed: 7274058025060234938

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 75.88%
Aisle-assignment balance: 93.86%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 1647
Passengers seated: 23/228
Average waiting ticks: 1104.47
Longest waiting passenger: P0->15A(LEFT)
Longest waiting ticks: 1647

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 36
Cluster candidates evaluated: 34
Executable cluster candidates: 0
Rejected cluster candidates: 34
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 30
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 3092
Regions dissolved: 0
Repeated reconstructions avoided: 3092
Largest region lifetime: 1553
Maximum simultaneous active regions: 2
Regions active at termination: 2
Last lifecycle event: UPDATE:R2:age=1541:occupied=30
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1516
State changes reopening evaluation: 34
Region priority competitions: 1518
Regions ranked: 3036
Hierarchical selections: 1518
Lower-priority evaluations deferred: 1513
Highest selected priority score: 33110
Left/right priority wins: 54/1464
Priority ties: 0
Last priority decision: LEFT:R1:score=32010 | RIGHT:R2:score=33110 | selected=RIGHT

LEFT AISLE
----------
Total moves: 626
Maximum occupied tiles: 29
Seat events: 8
Single-blocker events: 3
Multiple-blocker events: 0
Temporary aisle reoccupations: 3

RIGHT AISLE
-----------
Total moves: 811
Maximum occupied tiles: 30
Seat events: 15
Single-blocker events: 1
Multiple-blocker events: 0
Temporary aisle reoccupations: 1

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1533
Reservations granted: 1533
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 146
Remaining moving in aisle: 56
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 84815
Longest unresolved passenger ID: 0
Longest unresolved row: 15
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 30
Longest dependency chain: P162(17C/RIGHT) -> P205(17D/RIGHT) -> P113(17F/RIGHT) -> P151(21H/RIGHT) -> P191(18H/RIGHT) -> P165(19F/RIGHT) -> P83(20G/RIGHT) -> P11(17H/RIGHT) -> P159(18C/RIGHT) -> P133(19G/RIGHT) -> P173(25H/RIGHT) -> P80(20H/RIGHT) -> P96(26G/RIGHT) -> P137(21G/RIGHT) -> P223(25D/RIGHT) -> P89(22H/RIGHT) -> P107(24H/RIGHT) -> P115(25C/RIGHT) -> P167(23H/RIGHT) -> P161(23E/RIGHT) -> P217(24G/RIGHT) -> P206(23C/RIGHT) -> P139(25F/RIGHT) -> P225(26F/RIGHT) -> P124(26H/RIGHT) -> P152(27G/RIGHT) -> P119(29E/RIGHT) -> P209(30H/RIGHT) -> P5(30G/RIGHT) -> P14(30C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 162
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 56
Total blocked ticks: 90778
Total stationary ticks: 337826
Seat-event requests: 3095
Failed seat-event starts: 3072

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 14
Critical blocker identity: P14->30C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 29
Critical tree size including blocker: 30
Critical tree depth: 30
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 59
Unresolved outside passengers: 146
Unresolved internal passengers outside critical tree: 29
Critical blocker tree:
P14(30C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P5(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P209(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P119(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P152(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P124(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P225(26F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P139(25F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P206(23C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P217(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P161(23E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P167(23H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P115(25C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P107(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P89(22H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P223(25D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P137(21G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P96(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P80(20H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P173(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P133(19G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P159(18C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P11(17H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P83(20G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P165(19F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P191(18H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P151(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P113(17F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P205(17D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                          P162(17C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1552
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31|32
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1552
Rear-boundary failures: 1520
Middle-bank reservation failures: 0
Active-event deferrals: 36
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31|32
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3095\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 1552\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 04 | standardDataset=226/228 (99.12%) | completionTriggeredDataset=23/228 (10.09%) | seatedDelta=-203 | completionDelta=-89.04% | outsideDelta=+146 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | completionTriggeredWorse=true | standardFamily=REAR_BOUNDARY_LOCK | completionTriggeredFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 5
Scenario seed: -6917015326788615388

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.43%
Blocker-prone seat share (topology component): 65.71%
Aisle-assignment balance: 94.69%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2418
Passengers seated: 239/245
Average waiting ticks: 410.04
Longest waiting passenger: P89->32A(LEFT)
Longest waiting ticks: 2351

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 3
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 6
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1803
Regions dissolved: 0
Repeated reconstructions avoided: 1803
Largest region lifetime: 1804
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1804:occupied=6
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1677
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 14
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 10
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 2014
Maximum occupied tiles: 12
Seat events: 129
Single-blocker events: 29
Multiple-blocker events: 9
Temporary aisle reoccupations: 47

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 84
Reservations granted: 84
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 5
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 9039
Longest unresolved passenger ID: 50
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 6
Longest dependency chain: P153(29A/LEFT) -> P175(30B/LEFT) -> P210(30C/LEFT) -> P107(32E/LEFT) -> P50(32D/LEFT) -> P89(32A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 153
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 5
Total blocked ticks: 15892
Total stationary ticks: 112835
Seat-event requests: 1931
Failed seat-event starts: 1692

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 89
Critical blocker identity: P89->32A(LEFT)
Direct fan-out: 1
Total indirect descendants: 5
Critical tree size including blocker: 6
Critical tree depth: 6
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P89(32A/LEFT/WAITING_FOR_SEAT_EVENT)
  P50(32D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P107(32E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P210(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P175(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P153(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1687
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 1
Critical blocker required yield tiles: 33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 1687
Middle-bank reservation failures: 0
Active-event deferrals: 579
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1931\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:52
Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 5
Scenario seed: -6917015326788615388

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Row-zone concentration (diagnostic control): 31.43%
Blocker-prone seat share (topology component): 65.71%
Aisle-assignment balance: 94.69%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 901
Passengers seated: 245/245
Average waiting ticks: 399.84
Longest waiting passenger: P230->4F(RIGHT)
Longest waiting ticks: 887

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1785
Maximum occupied tiles: 17
Seat events: 116
Single-blocker events: 31
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 2014
Maximum occupied tiles: 18
Seat events: 129
Single-blocker events: 33
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 83
Reservations granted: 83
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8590
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9218
Total stationary ticks: 105589
Seat-event requests: 245
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 358
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 358
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 3\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 05 | standardDataset=239/245 (97.55%) | completionTriggeredDataset=245/245 (100.00%) | seatedDelta=+6 | completionDelta=+2.45% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | completionTriggeredWorse=false | standardFamily=REAR_BOUNDARY_LOCK | completionTriggeredFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 6
Scenario seed: -6052676718379281108

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.09%
Blocker-prone seat share (topology component): 61.42%
Aisle-assignment balance: 98.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1176
Passengers seated: 324/324
Average waiting ticks: 531.73
Longest waiting passenger: P170->33I(RIGHT)
Longest waiting ticks: 1101

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=2:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 32
Regions dissolved: 2
Repeated reconstructions avoided: 32
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2704
Maximum occupied tiles: 15
Seat events: 159
Single-blocker events: 38
Multiple-blocker events: 16
Temporary aisle reoccupations: 75

RIGHT AISLE
-----------
Total moves: 2998
Maximum occupied tiles: 16
Seat events: 165
Single-blocker events: 54
Multiple-blocker events: 18
Temporary aisle reoccupations: 93

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 145
Reservations granted: 142
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7449
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9042
Total stationary ticks: 178799
Seat-event requests: 340
Failed seat-event starts: 16

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 755
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 16
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 755
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 343\nPrecedence substitutions made: 9\nDependency chains followed: 11\nBlocked by waiting-row occupant: 11\nSubstituted events started: 10\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:52
Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 6
Scenario seed: -6052676718379281108

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Row-zone concentration (diagnostic control): 28.09%
Blocker-prone seat share (topology component): 61.42%
Aisle-assignment balance: 98.15%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2624
Passengers seated: 319/324
Average waiting ticks: 544.70
Longest waiting passenger: P170->33I(RIGHT)
Longest waiting ticks: 2526

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 3
Cluster candidates evaluated: 6
Executable cluster candidates: 0
Rejected cluster candidates: 6
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2436
Regions dissolved: 0
Repeated reconstructions avoided: 2436
Largest region lifetime: 2437
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2437:occupied=5
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1732
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2704
Maximum occupied tiles: 20
Seat events: 159
Single-blocker events: 36
Multiple-blocker events: 15
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2996
Maximum occupied tiles: 21
Seat events: 160
Single-blocker events: 53
Multiple-blocker events: 18
Temporary aisle reoccupations: 91

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1839
Reservations granted: 1834
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 12978
Longest unresolved passenger ID: 122
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P122(36H/RIGHT) -> P95(35F/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 122
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 25943
Total stationary ticks: 190666
Seat-event requests: 2075
Failed seat-event starts: 1756

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 95
Critical blocker identity: P95->35F(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P95(35F/RIGHT/WAITING_FOR_SEAT_EVENT)
  P122(36H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 2601
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 1
Critical blocker required yield tiles: 36
Critical blocker unavailable yield tiles: 36
Critical blocker yield-tile occupants: 13
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1755
Rear-boundary failures: 1
Middle-bank reservation failures: 5
Active-event deferrals: 2601
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[13]: P13(36E/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P13->36E(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: P13{seat=36E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=148,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 36
Current unavailable yield tiles: 36
Current yield-tile occupants: 13
Final row-event chain: 95|13
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2080\nPrecedence substitutions made: 2\nDependency chains followed: 1704\nBlocked by waiting-row occupant: 1704\nSubstituted events started: 3\nOccupied-space rejections: 6942\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 06 | standardDataset=324/324 (100.00%) | completionTriggeredDataset=319/324 (98.46%) | seatedDelta=-5 | completionDelta=-1.54% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | completionTriggeredWorse=true | standardFamily=COMPLETE_CABIN | completionTriggeredFamily=LINKED_ROW_EVENT_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 7
Scenario seed: -4884639050347842300

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 67.15%
Aisle-assignment balance: 95.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1030
Passengers seated: 274/274
Average waiting ticks: 463.15
Longest waiting passenger: P183->19E(RIGHT)
Longest waiting ticks: 980

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles21-23:occupied=3:anchor=P164:selected=P134:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2017
Maximum occupied tiles: 14
Seat events: 131
Single-blocker events: 38
Multiple-blocker events: 12
Temporary aisle reoccupations: 62

RIGHT AISLE
-----------
Total moves: 2235
Maximum occupied tiles: 10
Seat events: 143
Single-blocker events: 48
Multiple-blocker events: 14
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 98
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4791
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5929
Total stationary ticks: 130757
Seat-event requests: 286
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 595
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 595
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 285\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:52
Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 7
Scenario seed: -4884639050347842300

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 67.15%
Aisle-assignment balance: 95.62%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2417
Passengers seated: 148/274
Average waiting ticks: 1087.73
Longest waiting passenger: P4->4H(RIGHT)
Longest waiting ticks: 2417

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 38
Cluster candidates evaluated: 68
Executable cluster candidates: 0
Rejected cluster candidates: 68
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 31
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2271
Regions dissolved: 0
Repeated reconstructions avoided: 2271
Largest region lifetime: 2272
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2272:occupied=31
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 2221
State changes reopening evaluation: 37
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2017
Maximum occupied tiles: 17
Seat events: 131
Single-blocker events: 33
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 954
Maximum occupied tiles: 31
Seat events: 17
Single-blocker events: 5
Multiple-blocker events: 1
Temporary aisle reoccupations: 7

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2310
Reservations granted: 2310
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 95
Remaining moving in aisle: 28
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 62834
Longest unresolved passenger ID: 4
Longest unresolved row: 4
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 26
Longest dependency chain: P95(19H/RIGHT) -> P69(22E/RIGHT) -> P44(21F/RIGHT) -> P47(20D/RIGHT) -> P137(26H/RIGHT) -> P243(22G/RIGHT) -> P145(27H/RIGHT) -> P219(21D/RIGHT) -> P259(26G/RIGHT) -> P42(21H/RIGHT) -> P127(28G/RIGHT) -> P70(28D/RIGHT) -> P148(28H/RIGHT) -> P185(25H/RIGHT) -> P168(25I/RIGHT) -> P218(28I/RIGHT) -> P7(25G/RIGHT) -> P132(25F/RIGHT) -> P205(27G/RIGHT) -> P41(24H/RIGHT) -> P105(24D/RIGHT) -> P109(27F/RIGHT) -> P12(24I/RIGHT) -> P85(28F/RIGHT) -> P172(26I/RIGHT) -> P270(26E/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 95
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 28
Total blocked ticks: 75382
Total stationary ticks: 365659
Seat-event requests: 2411
Failed seat-event starts: 2263

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 270
Critical blocker identity: P270->26E(RIGHT)
Direct fan-out: 1
Total indirect descendants: 25
Critical tree size including blocker: 26
Critical tree depth: 26
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 31
Unresolved outside passengers: 95
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P270(26E/RIGHT/WAITING_FOR_SEAT_EVENT)
  P172(26I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P85(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P12(24I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P109(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P105(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P41(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P205(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P132(25F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P7(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P218(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P168(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P185(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P148(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P70(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P127(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P42(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P259(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P219(21D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P145(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P243(22G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P137(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P47(20D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P44(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P69(22E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P95(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 2263
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 27
Critical blocker unavailable yield tiles: 27
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 2263
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 238
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 3
Yield-occupant trace: yieldOccupant[117]: P117(31E/RIGHT/MOVING_IN_AISLE@tile27) -> P128(31H/RIGHT/MOVING_IN_AISLE@tile28) -> P167(29D/RIGHT/WAITING_AT_ROW@tile29) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P167->29D(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=31E,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=128,lastMoveTick=158,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 27
Current unavailable yield tiles: 27
Current yield-tile occupants: 117
Final row-event chain: 270|117|128|167
Final row-event chain length: 4
Distinct row events in chain: 4
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2411\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 2294\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 07 | standardDataset=274/274 (100.00%) | completionTriggeredDataset=148/274 (54.01%) | seatedDelta=-126 | completionDelta=-45.99% | outsideDelta=+95 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | completionTriggeredWorse=true | standardFamily=COMPLETE_CABIN | completionTriggeredFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 8
Scenario seed: 5987859498965562411

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.77%
Blocker-prone seat share (topology component): 76.56%
Aisle-assignment balance: 93.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 722
Passengers seated: 192/192
Average waiting ticks: 309.84
Longest waiting passenger: P6->4H(RIGHT)
Longest waiting ticks: 667

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1286
Maximum occupied tiles: 12
Seat events: 90
Single-blocker events: 17
Multiple-blocker events: 6
Temporary aisle reoccupations: 30

RIGHT AISLE
-----------
Total moves: 1496
Maximum occupied tiles: 11
Seat events: 102
Single-blocker events: 22
Multiple-blocker events: 7
Temporary aisle reoccupations: 37

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 99
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3347
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4372
Total stationary ticks: 62355
Seat-event requests: 198
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 512
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 198\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:52
Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 8
Scenario seed: 5987859498965562411

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Row-zone concentration (diagnostic control): 31.77%
Blocker-prone seat share (topology component): 76.56%
Aisle-assignment balance: 93.75%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2123
Passengers seated: 112/192
Average waiting ticks: 733.74
Longest waiting passenger: P2->8C(RIGHT)
Longest waiting ticks: 2123

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 32
Cluster candidates evaluated: 28
Executable cluster candidates: 0
Rejected cluster candidates: 28
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 30
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2000
Regions dissolved: 0
Repeated reconstructions avoided: 2000
Largest region lifetime: 2001
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2001:occupied=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1922
State changes reopening evaluation: 31
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1286
Maximum occupied tiles: 16
Seat events: 90
Single-blocker events: 18
Multiple-blocker events: 1
Temporary aisle reoccupations: 21

RIGHT AISLE
-----------
Total moves: 982
Maximum occupied tiles: 30
Seat events: 22
Single-blocker events: 5
Multiple-blocker events: 0
Temporary aisle reoccupations: 5

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2013
Reservations granted: 2013
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 50
Remaining moving in aisle: 28
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 54270
Longest unresolved passenger ID: 2
Longest unresolved row: 8
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 26
Longest dependency chain: P65(13H/RIGHT) -> P82(18G/RIGHT) -> P92(14E/RIGHT) -> P174(20G/RIGHT) -> P119(20H/RIGHT) -> P107(21H/RIGHT) -> P55(19G/RIGHT) -> P179(19F/RIGHT) -> P113(19H/RIGHT) -> P181(18D/RIGHT) -> P124(17F/RIGHT) -> P178(18H/RIGHT) -> P95(19C/RIGHT) -> P84(20D/RIGHT) -> P158(19D/RIGHT) -> P1(17G/RIGHT) -> P62(24G/RIGHT) -> P104(20F/RIGHT) -> P33(23H/RIGHT) -> P166(25G/RIGHT) -> P69(23G/RIGHT) -> P54(25H/RIGHT) -> P105(25C/RIGHT) -> P76(25D/RIGHT) -> P120(26F/RIGHT) -> P114(26D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 65
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 28
Total blocked ticks: 62789
Total stationary ticks: 199021
Seat-event requests: 2071
Failed seat-event starts: 1959

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 114
Critical blocker identity: P114->26D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 25
Critical tree size including blocker: 26
Critical tree depth: 26
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 30
Unresolved outside passengers: 50
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P114(26D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P120(26F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P76(25D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P105(25C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P54(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P69(23G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P166(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P33(23H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P104(20F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P62(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P1(17G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P158(19D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P84(20D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P95(19C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P178(18H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P124(17F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P181(18D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P113(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P179(19F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P55(19G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P107(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P119(20H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P174(20G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P92(14E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P82(18G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P65(13H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1941
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 27
Critical blocker unavailable yield tiles: 27
Critical blocker yield-tile occupants: 50
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1941
Rear-boundary failures: 18
Middle-bank reservation failures: 0
Active-event deferrals: 204
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 4
Yield-occupant trace: yieldOccupant[50]: P50(30H/RIGHT/MOVING_IN_AISLE@tile27) -> P172(29G/RIGHT/MOVING_IN_AISLE@tile28) -> P117(30G/RIGHT/MOVING_IN_AISLE@tile29) -> P151(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P151->30E(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P50{seat=30H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=172,lastMoveTick=135,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 27
Current unavailable yield tiles: 27
Current yield-tile occupants: 50
Final row-event chain: 114|50|172|117|151
Final row-event chain length: 5
Distinct row events in chain: 5
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2071\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1942\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 08 | standardDataset=192/192 (100.00%) | completionTriggeredDataset=112/192 (58.33%) | seatedDelta=-80 | completionDelta=-41.67% | outsideDelta=+50 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | completionTriggeredWorse=true | standardFamily=COMPLETE_CABIN | completionTriggeredFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 9
Scenario seed: 7140648722707885309

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.26%
Blocker-prone seat share (topology component): 73.15%
Aisle-assignment balance: 95.37%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 808
Passengers seated: 216/216
Average waiting ticks: 349.20
Longest waiting passenger: P151->29F(LEFT)
Longest waiting ticks: 737

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 51
Regions dissolved: 2
Repeated reconstructions avoided: 51
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1614
Maximum occupied tiles: 12
Seat events: 113
Single-blocker events: 26
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1539
Maximum occupied tiles: 12
Seat events: 103
Single-blocker events: 22
Multiple-blocker events: 9
Temporary aisle reoccupations: 42

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 119
Reservations granted: 119
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4087
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5106
Total stationary ticks: 78919
Seat-event requests: 224
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 487
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 487
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 224\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:52
Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 9
Scenario seed: 7140648722707885309

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Row-zone concentration (diagnostic control): 34.26%
Blocker-prone seat share (topology component): 73.15%
Aisle-assignment balance: 95.37%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 1708
Passengers seated: 32/216
Average waiting ticks: 1070.05
Longest waiting passenger: P1->11H(RIGHT)
Longest waiting ticks: 1708

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 29
Cluster candidates evaluated: 7
Executable cluster candidates: 0
Rejected cluster candidates: 7
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 30
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=LOWER_HIERARCHICAL_PRIORITY_DEFERRED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 3236
Regions dissolved: 0
Repeated reconstructions avoided: 3236
Largest region lifetime: 1628
Maximum simultaneous active regions: 2
Regions active at termination: 2
Last lifecycle event: UPDATE:R1:age=1628:occupied=28
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1593
State changes reopening evaluation: 27
Region priority competitions: 1546
Regions ranked: 3092
Hierarchical selections: 1546
Lower-priority evaluations deferred: 1527
Highest selected priority score: 33110
Left/right priority wins: 1479/67
Priority ties: 0
Last priority decision: LEFT:R2:score=33110 | RIGHT:R1:score=30910 | selected=LEFT

LEFT AISLE
----------
Total moves: 1032
Maximum occupied tiles: 30
Seat events: 24
Single-blocker events: 6
Multiple-blocker events: 0
Temporary aisle reoccupations: 6

RIGHT AISLE
-----------
Total moves: 591
Maximum occupied tiles: 28
Seat events: 8
Single-blocker events: 1
Multiple-blocker events: 0
Temporary aisle reoccupations: 1

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1682
Reservations granted: 1675
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 126
Remaining moving in aisle: 53
Remaining waiting at row: 5
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 82610
Longest unresolved passenger ID: 1
Longest unresolved row: 11
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 28
Longest dependency chain: P135(17D/RIGHT) -> P87(21G/RIGHT) -> P78(17G/RIGHT) -> P82(24H/RIGHT) -> P53(18H/RIGHT) -> P187(22D/RIGHT) -> P123(19G/RIGHT) -> P117(23G/RIGHT) -> P184(26F/RIGHT) -> P0(22H/RIGHT) -> P19(26H/RIGHT) -> P60(23H/RIGHT) -> P148(22G/RIGHT) -> P129(26G/RIGHT) -> P106(25G/RIGHT) -> P56(22F/RIGHT) -> P32(24G/RIGHT) -> P154(25H/RIGHT) -> P152(26D/RIGHT) -> P116(23F/RIGHT) -> P146(23D/RIGHT) -> P29(29G/RIGHT) -> P139(30D/RIGHT) -> P114(28G/RIGHT) -> P172(30H/RIGHT) -> P120(27G/RIGHT) -> P157(29E/RIGHT) -> P27(28C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 135
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 53
Total blocked ticks: 92676
Total stationary ticks: 315744
Seat-event requests: 3194
Failed seat-event starts: 3162

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 27
Critical blocker identity: P27->28C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 27
Critical tree size including blocker: 28
Critical tree depth: 28
Frozen internal components: 5
Terminal WAITING_FOR_SEAT_EVENT nodes: 5
Unresolved internal passengers: 58
Unresolved outside passengers: 126
Unresolved internal passengers outside critical tree: 30
Critical blocker tree:
P27(28C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P157(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P120(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P172(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P114(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P139(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P29(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P146(23D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P116(23F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P152(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P154(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P32(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P56(22F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P106(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P129(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P148(22G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P60(23H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P19(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P0(22H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P184(26F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P117(23G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P123(19G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P187(22D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P53(18H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P82(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P78(17G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P87(21G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P135(17D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1625
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 4
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1537
Rear-boundary failures: 1625
Middle-bank reservation failures: 7
Active-event deferrals: 160
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 5
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3202\nPrecedence substitutions made: 0\nDependency chains followed: 1534\nBlocked by waiting-row occupant: 1534\nSubstituted events started: 0\nOccupied-space rejections: 6051\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 09 | standardDataset=216/216 (100.00%) | completionTriggeredDataset=32/216 (14.81%) | seatedDelta=-184 | completionDelta=-85.19% | outsideDelta=+126 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | completionTriggeredWorse=true | standardFamily=COMPLETE_CABIN | completionTriggeredFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 10
Scenario seed: -4639142616902254495

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.81%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 97.92%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 697
Passengers seated: 192/192
Average waiting ticks: 306.85
Longest waiting passenger: P149->22C(LEFT)
Longest waiting ticks: 639

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 6
Last cluster decision: LEFT:tiles17-20:occupied=3:anchor=P130:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 20
Regions dissolved: 2
Repeated reconstructions avoided: 20
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1445
Maximum occupied tiles: 11
Seat events: 98
Single-blocker events: 25
Multiple-blocker events: 13
Temporary aisle reoccupations: 52

RIGHT AISLE
-----------
Total moves: 1338
Maximum occupied tiles: 11
Seat events: 94
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 108
Reservations granted: 106
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3566
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4804
Total stationary ticks: 62094
Seat-event requests: 208
Failed seat-event starts: 16

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 534
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 16
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 534
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 209\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:52
Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 10
Scenario seed: -4639142616902254495

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Row-zone concentration (diagnostic control): 32.81%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 97.92%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 680
Passengers seated: 192/192
Average waiting ticks: 301.06
Longest waiting passenger: P133->5B(LEFT)
Longest waiting ticks: 669

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 7
Regions dissolved: 1
Repeated reconstructions avoided: 7
Largest region lifetime: 8
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=8
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1445
Maximum occupied tiles: 17
Seat events: 98
Single-blocker events: 25
Multiple-blocker events: 17
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 1338
Maximum occupied tiles: 17
Seat events: 94
Single-blocker events: 24
Multiple-blocker events: 7
Temporary aisle reoccupations: 41

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 102
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6516
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7009
Total stationary ticks: 63558
Seat-event requests: 195
Failed seat-event starts: 3

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 248
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 3
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 248
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 196\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 10 | standardDataset=192/192 (100.00%) | completionTriggeredDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | completionTriggeredWorse=false | standardFamily=COMPLETE_CABIN | completionTriggeredFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 11
Scenario seed: 9123245050518735552

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 92.20%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2494
Passengers seated: 270/282
Average waiting ticks: 473.64
Longest waiting passenger: P24->24I(RIGHT)
Longest waiting ticks: 2455

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 12
Cluster candidates evaluated: 8
Executable cluster candidates: 1
Rejected cluster candidates: 7
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 12
Selected release potential total: 7
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1699
Regions dissolved: 1
Repeated reconstructions avoided: 1699
Largest region lifetime: 1651
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1651:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1535
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2077
Maximum occupied tiles: 13
Seat events: 130
Single-blocker events: 42
Multiple-blocker events: 16
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 2286
Maximum occupied tiles: 17
Seat events: 140
Single-blocker events: 40
Multiple-blocker events: 13
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 144
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16374
Longest unresolved passenger ID: 102
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 7
Longest dependency chain: P124(27G/RIGHT) -> P77(32I/RIGHT) -> P133(29G/RIGHT) -> P79(31G/RIGHT) -> P11(31I/RIGHT) -> P102(32E/RIGHT) -> P36(31D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 124
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 25823
Total stationary ticks: 153991
Seat-event requests: 1843
Failed seat-event starts: 1573

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 36
Critical blocker identity: P36->31D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 6
Critical tree size including blocker: 7
Critical tree depth: 7
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P36(31D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P102(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P11(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P79(31G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P133(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P77(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P124(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1520
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1520
Rear-boundary failures: 53
Middle-bank reservation failures: 5
Active-event deferrals: 804
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1847\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 1525\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:52
Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 11
Scenario seed: 9123245050518735552

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 92.20%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 458.45
Longest waiting passenger: P100->6F(RIGHT)
Longest waiting ticks: 1040

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles14-16:occupied=3:anchor=P107:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 15
Regions dissolved: 1
Repeated reconstructions avoided: 15
Largest region lifetime: 16
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=16
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2077
Maximum occupied tiles: 18
Seat events: 130
Single-blocker events: 42
Multiple-blocker events: 15
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2332
Maximum occupied tiles: 18
Seat events: 152
Single-blocker events: 42
Multiple-blocker events: 18
Temporary aisle reoccupations: 78

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 10332
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 11120
Total stationary ticks: 138499
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 407
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 1
Middle-bank reservation failures: 2
Active-event deferrals: 407
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 8\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 11 | standardDataset=270/282 (95.74%) | completionTriggeredDataset=282/282 (100.00%) | seatedDelta=+12 | completionDelta=+4.26% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=true | completionTriggeredWorse=false | standardFamily=REAR_BOUNDARY_LOCK | completionTriggeredFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 12
Scenario seed: -1434714116839518672

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.74%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2303
Passengers seated: 225/235
Average waiting ticks: 409.68
Longest waiting passenger: P152->16G(RIGHT)
Longest waiting ticks: 2303

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 2
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 6
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1506
Regions dissolved: 0
Repeated reconstructions avoided: 1506
Largest region lifetime: 1507
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1507:occupied=6
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1498
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1538
Maximum occupied tiles: 13
Seat events: 111
Single-blocker events: 26
Multiple-blocker events: 11
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1747
Maximum occupied tiles: 12
Seat events: 114
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 47

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1620
Reservations granted: 1620
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 1
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 9530
Longest unresolved passenger ID: 152
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 6
Longest dependency chain: P133(17E/RIGHT) -> P153(17G/RIGHT) -> P205(24C/RIGHT) -> P9(19H/RIGHT) -> P76(26E/RIGHT) -> P67(6C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 133
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 18945
Total stationary ticks: 109018
Seat-event requests: 1734
Failed seat-event starts: 1509

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 67
Critical blocker identity: P67->6C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 5
Critical tree size including blocker: 6
Critical tree depth: 6
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 1
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P67(6C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P76(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P9(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P205(24C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P153(17G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P133(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1509
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 7|8|9
Critical blocker unavailable yield tiles: 9
Critical blocker yield-tile occupants: 204
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1509
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 513
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[204]: P204(25F/RIGHT/MOVING_IN_AISLE@tile9) -> P122(10C/RIGHT/WAITING_AT_ROW@tile10) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P122->10C(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P204{seat=25F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=9,directBlocker=122,lastMoveTick=791,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 7|8|9
Current unavailable yield tiles: 9
Current yield-tile occupants: 204
Final row-event chain: 67|204|122
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 1513\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:52
Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 12
Scenario seed: -1434714116839518672

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.74%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2262
Passengers seated: 135/235
Average waiting ticks: 894.57
Longest waiting passenger: P1->8H(RIGHT)
Longest waiting ticks: 2262

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 36
Cluster candidates evaluated: 30
Executable cluster candidates: 0
Rejected cluster candidates: 30
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 29
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2141
Regions dissolved: 0
Repeated reconstructions avoided: 2141
Largest region lifetime: 2142
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2142:occupied=29
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 2047
State changes reopening evaluation: 35
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1538
Maximum occupied tiles: 16
Seat events: 111
Single-blocker events: 29
Multiple-blocker events: 2
Temporary aisle reoccupations: 33

RIGHT AISLE
-----------
Total moves: 1007
Maximum occupied tiles: 29
Seat events: 24
Single-blocker events: 5
Multiple-blocker events: 0
Temporary aisle reoccupations: 5

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2152
Reservations granted: 2148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 71
Remaining moving in aisle: 27
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 55629
Longest unresolved passenger ID: 1
Longest unresolved row: 8
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 26
Longest dependency chain: P109(20H/RIGHT) -> P114(18G/RIGHT) -> P83(19E/RIGHT) -> P199(19G/RIGHT) -> P156(18D/RIGHT) -> P43(21H/RIGHT) -> P14(21G/RIGHT) -> P87(17H/RIGHT) -> P232(17C/RIGHT) -> P205(24C/RIGHT) -> P132(20D/RIGHT) -> P76(26E/RIGHT) -> P189(19D/RIGHT) -> P204(25F/RIGHT) -> P128(17D/RIGHT) -> P144(23H/RIGHT) -> P192(19C/RIGHT) -> P80(25C/RIGHT) -> P101(24H/RIGHT) -> P200(22F/RIGHT) -> P46(22E/RIGHT) -> P39(24D/RIGHT) -> P19(24F/RIGHT) -> P194(26G/RIGHT) -> P17(26H/RIGHT) -> P138(26D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 27
Total blocked ticks: 65165
Total stationary ticks: 270323
Seat-event requests: 2221
Failed seat-event starts: 2086

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 138
Critical blocker identity: P138->26D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 25
Critical tree size including blocker: 26
Critical tree depth: 26
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 29
Unresolved outside passengers: 71
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P138(26D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P17(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P194(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P19(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P39(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P46(22E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P200(22F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P101(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P80(25C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P192(19C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P144(23H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P128(17D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P204(25F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P189(19D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P76(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P132(20D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P205(24C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P232(17C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P87(17H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P14(21G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P43(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P156(18D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P199(19G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P83(19E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P114(18G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P109(20H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 2067
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 27
Critical blocker unavailable yield tiles: 27
Critical blocker yield-tile occupants: 181
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 2067
Rear-boundary failures: 19
Middle-bank reservation failures: 4
Active-event deferrals: 247
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 3
Yield-occupant trace: yieldOccupant[181]: P181(28E/RIGHT/MOVING_IN_AISLE@tile27) -> P142(29H/RIGHT/MOVING_IN_AISLE@tile28) -> P22(29C/RIGHT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P22->29C(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P181{seat=28E,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=142,lastMoveTick=131,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 27
Current unavailable yield tiles: 27
Current yield-tile occupants: 181
Final row-event chain: 138|181|142|22
Final row-event chain length: 4
Distinct row events in chain: 4
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2226\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 2068\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 12 | standardDataset=225/235 (95.74%) | completionTriggeredDataset=135/235 (57.45%) | seatedDelta=-90 | completionDelta=-38.30% | outsideDelta=+70 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | completionTriggeredWorse=true | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | completionTriggeredFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 13
Scenario seed: 7696226853648624445

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 59.65%
Aisle-assignment balance: 94.74%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1267
Passengers seated: 342/342
Average waiting ticks: 562.98
Longest waiting passenger: P1->23E(LEFT)
Longest waiting ticks: 1201

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 48
Regions dissolved: 3
Repeated reconstructions avoided: 48
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=23
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3204
Maximum occupied tiles: 14
Seat events: 180
Single-blocker events: 52
Multiple-blocker events: 25
Temporary aisle reoccupations: 106

RIGHT AISLE
-----------
Total moves: 2845
Maximum occupied tiles: 13
Seat events: 162
Single-blocker events: 41
Multiple-blocker events: 29
Temporary aisle reoccupations: 105

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 156
Reservations granted: 154
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7845
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9443
Total stationary ticks: 199282
Seat-event requests: 358
Failed seat-event starts: 16

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 766
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 16
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 766
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 360\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:52
Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 13
Scenario seed: 7696226853648624445

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 59.65%
Aisle-assignment balance: 94.74%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2621
Passengers seated: 171/342
Average waiting ticks: 1313.96
Longest waiting passenger: P0->11B(LEFT)
Longest waiting ticks: 2621

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 33
Cluster candidates evaluated: 68
Executable cluster candidates: 1
Rejected cluster candidates: 67
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 36
Selected release potential total: 5
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 2549
Regions dissolved: 1
Repeated reconstructions avoided: 2549
Largest region lifetime: 2519
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2519:occupied=36
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 2484
State changes reopening evaluation: 32
Region priority competitions: 6
Regions ranked: 12
Hierarchical selections: 6
Lower-priority evaluations deferred: 3
Highest selected priority score: 39710
Left/right priority wins: 6/0
Priority ties: 0
Last priority decision: LEFT:R1:score=39710 | RIGHT:R2:score=2210 | selected=LEFT

LEFT AISLE
----------
Total moves: 933
Maximum occupied tiles: 36
Seat events: 9
Single-blocker events: 1
Multiple-blocker events: 0
Temporary aisle reoccupations: 1

RIGHT AISLE
-----------
Total moves: 2845
Maximum occupied tiles: 20
Seat events: 162
Single-blocker events: 33
Multiple-blocker events: 19
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2587
Reservations granted: 2587
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 135
Remaining moving in aisle: 33
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 82840
Longest unresolved passenger ID: 0
Longest unresolved row: 11
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 34
Longest dependency chain: P230(26E/LEFT) -> P32(29G/LEFT) -> P223(27E/LEFT) -> P303(28D/LEFT) -> P180(28F/LEFT) -> P49(28G/LEFT) -> P46(31F/LEFT) -> P63(28E/LEFT) -> P36(28C/LEFT) -> P102(29A/LEFT) -> P132(30F/LEFT) -> P277(30B/LEFT) -> P318(31A/LEFT) -> P317(30A/LEFT) -> P201(29C/LEFT) -> P301(31G/LEFT) -> P198(35D/LEFT) -> P292(30C/LEFT) -> P3(33C/LEFT) -> P164(31C/LEFT) -> P128(32F/LEFT) -> P274(29B/LEFT) -> P60(35B/LEFT) -> P28(26B/LEFT) -> P203(34F/LEFT) -> P299(34C/LEFT) -> P15(32B/LEFT) -> P294(33A/LEFT) -> P244(33B/LEFT) -> P177(34A/LEFT) -> P112(33F/LEFT) -> P226(33G/LEFT) -> P341(36A/LEFT) -> P278(34E/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 230
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 33
Total blocked ticks: 98172
Total stationary ticks: 538761
Seat-event requests: 2700
Failed seat-event starts: 2529

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 278
Critical blocker identity: P278->34E(LEFT)
Direct fan-out: 1
Total indirect descendants: 33
Critical tree size including blocker: 34
Critical tree depth: 34
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 36
Unresolved outside passengers: 135
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P278(34E/LEFT/WAITING_FOR_SEAT_EVENT)
  P341(36A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(33G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P112(33F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P177(34A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P244(33B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P294(33A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P15(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P299(34C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P203(34F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P28(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P60(35B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P274(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P128(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P164(31C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P3(33C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P292(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P198(35D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P301(31G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P201(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P317(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P318(31A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P277(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P132(30F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                P102(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P36(28C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P63(28E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P46(31F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P49(28G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                          P180(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                            P303(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                              P223(27E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                                P32(29G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                                  P230(26E/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 2528
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 35
Critical blocker unavailable yield tiles: 35
Critical blocker yield-tile occupants: 285
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 2528
Rear-boundary failures: 1
Middle-bank reservation failures: 0
Active-event deferrals: 322
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[285]: P285(35A/LEFT/WAITING_AT_ROW@tile35) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P285->35A(LEFT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P285{seat=35A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=100,reason=WAITING_FOR_SEAT_EVENT,prerequisite=YIELD_TILE_OCCUPIED}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 35
Current unavailable yield tiles: 35
Current yield-tile occupants: 285
Final row-event chain: 278|285
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2699\nPrecedence substitutions made: 4\nDependency chains followed: 2530\nBlocked by waiting-row occupant: 5050\nSubstituted events started: 6\nOccupied-space rejections: 10142\nMaximum scheduling-chain depth: 3\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 13 | standardDataset=342/342 (100.00%) | completionTriggeredDataset=171/342 (50.00%) | seatedDelta=-171 | completionDelta=-50.00% | outsideDelta=+135 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | completionTriggeredWorse=true | standardFamily=COMPLETE_CABIN | completionTriggeredFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 14
Scenario seed: 287374858204591444

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.82%
Blocker-prone seat share (topology component): 67.57%
Aisle-assignment balance: 96.53%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 954
Passengers seated: 259/259
Average waiting ticks: 431.82
Longest waiting passenger: P123->9C(LEFT)
Longest waiting ticks: 913

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2026
Maximum occupied tiles: 10
Seat events: 134
Single-blocker events: 29
Multiple-blocker events: 19
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2033
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 34
Multiple-blocker events: 8
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 89
Reservations granted: 86
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4974
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5984
Total stationary ticks: 115920
Seat-event requests: 265
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 547
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 547
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 268\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:52
Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 14
Scenario seed: 287374858204591444

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Row-zone concentration (diagnostic control): 32.82%
Blocker-prone seat share (topology component): 67.57%
Aisle-assignment balance: 96.53%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 1667
Passengers seated: 29/259
Average waiting ticks: 1125.18
Longest waiting passenger: P0->8E(RIGHT)
Longest waiting ticks: 1667

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 38
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 32
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 3103
Regions dissolved: 0
Repeated reconstructions avoided: 3103
Largest region lifetime: 1573
Maximum simultaneous active regions: 2
Regions active at termination: 2
Last lifecycle event: UPDATE:R1:age=1573:occupied=32
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1519
State changes reopening evaluation: 36
Region priority competitions: 1512
Regions ranked: 3024
Hierarchical selections: 1512
Lower-priority evaluations deferred: 1509
Highest selected priority score: 35310
Left/right priority wins: 0/1512
Priority ties: 0
Last priority decision: LEFT:R2:score=34210 | RIGHT:R1:score=35310 | selected=RIGHT

LEFT AISLE
----------
Total moves: 963
Maximum occupied tiles: 31
Seat events: 18
Single-blocker events: 4
Multiple-blocker events: 0
Temporary aisle reoccupations: 4

RIGHT AISLE
-----------
Total moves: 810
Maximum occupied tiles: 32
Seat events: 11
Single-blocker events: 1
Multiple-blocker events: 0
Temporary aisle reoccupations: 1

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1576
Reservations granted: 1573
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 167
Remaining moving in aisle: 60
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 90877
Longest unresolved passenger ID: 0
Longest unresolved row: 8
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 32
Longest dependency chain: P73(22E/RIGHT) -> P48(25I/RIGHT) -> P7(21G/RIGHT) -> P227(27H/RIGHT) -> P23(20H/RIGHT) -> P178(24G/RIGHT) -> P203(22I/RIGHT) -> P9(28G/RIGHT) -> P30(28E/RIGHT) -> P162(27F/RIGHT) -> P218(26I/RIGHT) -> P105(25G/RIGHT) -> P211(28I/RIGHT) -> P21(26F/RIGHT) -> P249(24I/RIGHT) -> P112(26G/RIGHT) -> P247(24H/RIGHT) -> P124(25D/RIGHT) -> P20(27I/RIGHT) -> P8(28H/RIGHT) -> P136(26D/RIGHT) -> P156(24F/RIGHT) -> P144(28D/RIGHT) -> P168(26H/RIGHT) -> P56(27D/RIGHT) -> P27(27G/RIGHT) -> P238(29H/RIGHT) -> P34(30G/RIGHT) -> P219(32H/RIGHT) -> P137(31I/RIGHT) -> P98(32I/RIGHT) -> P111(32D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 73
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 60
Total blocked ticks: 97407
Total stationary ticks: 384032
Seat-event requests: 3102
Failed seat-event starts: 3073

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->32D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 31
Critical tree size including blocker: 32
Critical tree depth: 32
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 63
Unresolved outside passengers: 167
Unresolved internal passengers outside critical tree: 31
Critical blocker tree:
P111(32D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P98(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P137(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P219(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P34(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P238(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P27(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P56(27D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P168(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P156(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P136(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P8(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P20(27I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P124(25D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P247(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P112(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P249(24I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P21(26F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P211(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P105(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P218(26I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P162(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P30(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P9(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P203(22I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P178(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P23(20H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P227(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                          P7(21G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                            P48(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                              P73(22E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1560
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 33|34
Critical blocker unavailable yield tiles: 33|34
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 1560
Middle-bank reservation failures: 3
Active-event deferrals: 64
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 33|34
Current unavailable yield tiles: 33|34
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3105\nPrecedence substitutions made: 0\nDependency chains followed: 1513\nBlocked by waiting-row occupant: 1513\nSubstituted events started: 0\nOccupied-space rejections: 1513\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 14 | standardDataset=259/259 (100.00%) | completionTriggeredDataset=29/259 (11.20%) | seatedDelta=-230 | completionDelta=-88.80% | outsideDelta=+167 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | completionTriggeredWorse=true | standardFamily=COMPLETE_CABIN | completionTriggeredFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 15
Scenario seed: -3331492774947506373

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.09%
Blocker-prone seat share (topology component): 59.57%
Aisle-assignment balance: 97.53%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1183
Passengers seated: 324/324
Average waiting ticks: 542.25
Longest waiting passenger: P132->4E(LEFT)
Longest waiting ticks: 1114

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 4
Cluster candidates evaluated: 3
Executable cluster candidates: 1
Rejected cluster candidates: 2
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 84
Regions dissolved: 3
Repeated reconstructions avoided: 84
Largest region lifetime: 40
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=28
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2764
Maximum occupied tiles: 14
Seat events: 166
Single-blocker events: 52
Multiple-blocker events: 23
Temporary aisle reoccupations: 100

RIGHT AISLE
-----------
Total moves: 2817
Maximum occupied tiles: 15
Seat events: 158
Single-blocker events: 37
Multiple-blocker events: 29
Temporary aisle reoccupations: 102

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 151
Reservations granted: 148
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6380
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8094
Total stationary ticks: 180963
Seat-event requests: 350
Failed seat-event starts: 26

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 915
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 25
Rear-boundary failures: 1
Middle-bank reservation failures: 3
Active-event deferrals: 915
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 352\nPrecedence substitutions made: 3\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 4\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:52
Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 15
Scenario seed: -3331492774947506373

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Row-zone concentration (diagnostic control): 28.09%
Blocker-prone seat share (topology component): 59.57%
Aisle-assignment balance: 97.53%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2603
Passengers seated: 175/324
Average waiting ticks: 1199.37
Longest waiting passenger: P5->10E(LEFT)
Longest waiting ticks: 2603

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 42
Cluster candidates evaluated: 84
Executable cluster candidates: 0
Rejected cluster candidates: 84
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 36
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2473
Regions dissolved: 0
Repeated reconstructions avoided: 2473
Largest region lifetime: 2474
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2474:occupied=36
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 2406
State changes reopening evaluation: 41
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1150
Maximum occupied tiles: 36
Seat events: 17
Single-blocker events: 3
Multiple-blocker events: 1
Temporary aisle reoccupations: 5

RIGHT AISLE
-----------
Total moves: 2817
Maximum occupied tiles: 20
Seat events: 158
Single-blocker events: 34
Multiple-blocker events: 20
Temporary aisle reoccupations: 74

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 70
Reservations granted: 70
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 113
Remaining moving in aisle: 33
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 80254
Longest unresolved passenger ID: 5
Longest unresolved row: 10
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 34
Longest dependency chain: P267(21A/LEFT) -> P122(20B/LEFT) -> P178(22D/LEFT) -> P209(24E/LEFT) -> P281(30F/LEFT) -> P125(23B/LEFT) -> P110(27B/LEFT) -> P216(21B/LEFT) -> P29(30C/LEFT) -> P311(20D/LEFT) -> P225(26B/LEFT) -> P274(22F/LEFT) -> P99(29C/LEFT) -> P295(28F/LEFT) -> P89(29B/LEFT) -> P277(30A/LEFT) -> P55(30G/LEFT) -> P21(26A/LEFT) -> P151(31B/LEFT) -> P134(28B/LEFT) -> P196(29A/LEFT) -> P23(29F/LEFT) -> P258(26E/LEFT) -> P121(29E/LEFT) -> P172(31C/LEFT) -> P307(27A/LEFT) -> P56(28C/LEFT) -> P104(31G/LEFT) -> P112(31A/LEFT) -> P317(33F/LEFT) -> P201(33A/LEFT) -> P17(36E/LEFT) -> P165(35A/LEFT) -> P30(34B/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 267
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 33
Total blocked ticks: 95630
Total stationary ticks: 475652
Seat-event requests: 2628
Failed seat-event starts: 2453

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 30
Critical blocker identity: P30->34B(LEFT)
Direct fan-out: 1
Total indirect descendants: 33
Critical tree size including blocker: 34
Critical tree depth: 34
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 36
Unresolved outside passengers: 113
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P30(34B/LEFT/WAITING_FOR_SEAT_EVENT)
  P165(35A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P17(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P201(33A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P317(33F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P112(31A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P104(31G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P56(28C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P307(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P172(31C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P121(29E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P258(26E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P23(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P196(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P134(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P151(31B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P21(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P55(30G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P277(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P89(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P295(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P99(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P274(22F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P225(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                P311(20D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P29(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P216(21B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P110(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P125(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                          P281(30F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                            P209(24E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                              P178(22D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                                P122(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                                  P267(21A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 2452
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 35
Critical blocker unavailable yield tiles: 35
Critical blocker yield-tile occupants: 232
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 3
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 2452
Rear-boundary failures: 1
Middle-bank reservation failures: 0
Active-event deferrals: 307
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[232]: P232(35B/LEFT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P232->35B(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P232{seat=35B,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=127,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 35
Current unavailable yield tiles: 35
Current yield-tile occupants: 232
Final row-event chain: 30|232
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2628\nPrecedence substitutions made: 3\nDependency chains followed: 2455\nBlocked by waiting-row occupant: 4905\nSubstituted events started: 6\nOccupied-space rejections: 9853\nMaximum scheduling-chain depth: 3\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 15 | standardDataset=324/324 (100.00%) | completionTriggeredDataset=175/324 (54.01%) | seatedDelta=-149 | completionDelta=-45.99% | outsideDelta=+113 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | completionTriggeredWorse=true | standardFamily=COMPLETE_CABIN | completionTriggeredFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 16
Scenario seed: 8970029813061739148

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.38%
Blocker-prone seat share (topology component): 75.52%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 675
Passengers seated: 192/192
Average waiting ticks: 307.57
Longest waiting passenger: P181->4E(RIGHT)
Longest waiting ticks: 641

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 4
Regions dissolved: 1
Repeated reconstructions avoided: 4
Largest region lifetime: 5
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1381
Maximum occupied tiles: 14
Seat events: 96
Single-blocker events: 19
Multiple-blocker events: 5
Temporary aisle reoccupations: 32

RIGHT AISLE
-----------
Total moves: 1434
Maximum occupied tiles: 13
Seat events: 96
Single-blocker events: 24
Multiple-blocker events: 10
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 99
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3651
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4556
Total stationary ticks: 62139
Seat-event requests: 198
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 473
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 473
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 198\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:52
Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 16
Scenario seed: 8970029813061739148

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Row-zone concentration (diagnostic control): 34.38%
Blocker-prone seat share (topology component): 75.52%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 672
Passengers seated: 192/192
Average waiting ticks: 302.75
Longest waiting passenger: P181->4E(RIGHT)
Longest waiting ticks: 656

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1381
Maximum occupied tiles: 15
Seat events: 96
Single-blocker events: 17
Multiple-blocker events: 6
Temporary aisle reoccupations: 32

RIGHT AISLE
-----------
Total moves: 1434
Maximum occupied tiles: 16
Seat events: 96
Single-blocker events: 24
Multiple-blocker events: 10
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 93
Reservations denied/waited: 9
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6672
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7264
Total stationary ticks: 64095
Seat-event requests: 192
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 306
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 9
Active-event deferrals: 306
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 201\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 16 | standardDataset=192/192 (100.00%) | completionTriggeredDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | completionTriggeredWorse=false | standardFamily=COMPLETE_CABIN | completionTriggeredFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 17
Scenario seed: 3184604032099438634

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 74.56%
Aisle-assignment balance: 93.86%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 860
Passengers seated: 228/228
Average waiting ticks: 371.64
Longest waiting passenger: P46->28G(RIGHT)
Longest waiting ticks: 801

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 27
Regions dissolved: 1
Repeated reconstructions avoided: 27
Largest region lifetime: 28
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=28
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1552
Maximum occupied tiles: 13
Seat events: 107
Single-blocker events: 23
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1720
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 122
Reservations granted: 122
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4107
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5365
Total stationary ticks: 88256
Seat-event requests: 236
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 625
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 625
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 236\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:52
Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 17
Scenario seed: 3184604032099438634

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 74.56%
Aisle-assignment balance: 93.86%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 841
Passengers seated: 228/228
Average waiting ticks: 366.66
Longest waiting passenger: P172->2C(RIGHT)
Longest waiting ticks: 825

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1552
Maximum occupied tiles: 17
Seat events: 107
Single-blocker events: 22
Multiple-blocker events: 8
Temporary aisle reoccupations: 40

RIGHT AISLE
-----------
Total moves: 1720
Maximum occupied tiles: 18
Seat events: 121
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 54

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 126
Reservations granted: 118
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7712
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8562
Total stationary ticks: 90568
Seat-event requests: 233
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 415
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 415
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 242\nPrecedence substitutions made: 9\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 11\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 17 | standardDataset=228/228 (100.00%) | completionTriggeredDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | completionTriggeredWorse=false | standardFamily=COMPLETE_CABIN | completionTriggeredFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 18
Scenario seed: 3120322730829782475

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.43%
Blocker-prone seat share (topology component): 60.13%
Aisle-assignment balance: 94.77%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1156
Passengers seated: 306/306
Average waiting ticks: 513.90
Longest waiting passenger: P231->18H(RIGHT)
Longest waiting ticks: 1102

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2475
Maximum occupied tiles: 14
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 16
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2744
Maximum occupied tiles: 12
Seat events: 161
Single-blocker events: 42
Multiple-blocker events: 21
Temporary aisle reoccupations: 88

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 136
Reservations granted: 136
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6095
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7295
Total stationary ticks: 162230
Seat-event requests: 320
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 655
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 655
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 320\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:52
Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 18
Scenario seed: 3120322730829782475

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Row-zone concentration (diagnostic control): 28.43%
Blocker-prone seat share (topology component): 60.13%
Aisle-assignment balance: 94.77%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1135
Passengers seated: 306/306
Average waiting ticks: 509.70
Longest waiting passenger: P258->2H(RIGHT)
Longest waiting ticks: 1121

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2475
Maximum occupied tiles: 18
Seat events: 145
Single-blocker events: 41
Multiple-blocker events: 11
Temporary aisle reoccupations: 63

RIGHT AISLE
-----------
Total moves: 2744
Maximum occupied tiles: 19
Seat events: 161
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 97

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 141
Reservations granted: 130
Reservations denied/waited: 11
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 11599
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 12571
Total stationary ticks: 166359
Seat-event requests: 314
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 534
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 11
Active-event deferrals: 534
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 326\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 9\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 18 | standardDataset=306/306 (100.00%) | completionTriggeredDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | completionTriggeredWorse=false | standardFamily=COMPLETE_CABIN | completionTriggeredFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 19
Scenario seed: -1051365898326392422

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.04%
Blocker-prone seat share (topology component): 65.65%
Aisle-assignment balance: 98.26%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 821
Passengers seated: 230/230
Average waiting ticks: 371.58
Longest waiting passenger: P130->6H(RIGHT)
Longest waiting ticks: 768

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1771
Maximum occupied tiles: 12
Seat events: 113
Single-blocker events: 13
Multiple-blocker events: 7
Temporary aisle reoccupations: 27

RIGHT AISLE
-----------
Total moves: 1764
Maximum occupied tiles: 13
Seat events: 117
Single-blocker events: 35
Multiple-blocker events: 8
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 92
Reservations granted: 84
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4657
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5790
Total stationary ticks: 89533
Seat-event requests: 235
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 544
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 544
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:52
Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 19
Scenario seed: -1051365898326392422

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Row-zone concentration (diagnostic control): 33.04%
Blocker-prone seat share (topology component): 65.65%
Aisle-assignment balance: 98.26%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 810
Passengers seated: 230/230
Average waiting ticks: 366.55
Longest waiting passenger: P130->6H(RIGHT)
Longest waiting ticks: 792

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1771
Maximum occupied tiles: 17
Seat events: 113
Single-blocker events: 14
Multiple-blocker events: 7
Temporary aisle reoccupations: 28

RIGHT AISLE
-----------
Total moves: 1764
Maximum occupied tiles: 18
Seat events: 117
Single-blocker events: 34
Multiple-blocker events: 8
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 86
Reservations granted: 83
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8164
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8716
Total stationary ticks: 91610
Seat-event requests: 231
Failed seat-event starts: 1

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 295
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 295
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 234\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 3\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 19 | standardDataset=230/230 (100.00%) | completionTriggeredDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | completionTriggeredWorse=false | standardFamily=COMPLETE_CABIN | completionTriggeredFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 20
Scenario seed: -1169396298556200010

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 29.80%
Blocker-prone seat share (topology component): 65.31%
Aisle-assignment balance: 96.33%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 906
Passengers seated: 245/245
Average waiting ticks: 398.45
Longest waiting passenger: P186->32E(RIGHT)
Longest waiting ticks: 847

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:tiles10-13:occupied=3:anchor=P242:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 13
Regions dissolved: 1
Repeated reconstructions avoided: 13
Largest region lifetime: 14
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=14
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1773
Maximum occupied tiles: 11
Seat events: 118
Single-blocker events: 31
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

RIGHT AISLE
-----------
Total moves: 1904
Maximum occupied tiles: 11
Seat events: 127
Single-blocker events: 32
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 89
Reservations granted: 89
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4534
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5456
Total stationary ticks: 101373
Seat-event requests: 255
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 435
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 435
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 254\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:52
Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 20
Scenario seed: -1169396298556200010

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Row-zone concentration (diagnostic control): 29.80%
Blocker-prone seat share (topology component): 65.31%
Aisle-assignment balance: 96.33%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2379
Passengers seated: 243/245
Average waiting ticks: 397.58
Longest waiting passenger: P201->32A(LEFT)
Longest waiting ticks: 2284

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1772
Maximum occupied tiles: 17
Seat events: 116
Single-blocker events: 29
Multiple-blocker events: 9
Temporary aisle reoccupations: 47

RIGHT AISLE
-----------
Total moves: 1904
Maximum occupied tiles: 19
Seat events: 127
Single-blocker events: 31
Multiple-blocker events: 16
Temporary aisle reoccupations: 63

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 87
Reservations granted: 83
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8487
Longest unresolved passenger ID: 118
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P118(32C/LEFT) -> P201(32A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 118
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13680
Total stationary ticks: 107250
Seat-event requests: 1987
Failed seat-event starts: 1744

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 201
Critical blocker identity: P201->32A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P201(32A/LEFT/WAITING_FOR_SEAT_EVENT)
  P118(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1741
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 1
Critical blocker required yield tiles: 33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 3
Rear-boundary failures: 1741
Middle-bank reservation failures: 4
Active-event deferrals: 738
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1991\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 20 | standardDataset=245/245 (100.00%) | completionTriggeredDataset=243/245 (99.18%) | seatedDelta=-2 | completionDelta=-0.82% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | completionTriggeredWorse=true | standardFamily=COMPLETE_CABIN | completionTriggeredFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 21
Scenario seed: -5845335927644343041

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.43%
Blocker-prone seat share (topology component): 69.57%
Aisle-assignment balance: 98.26%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 815
Passengers seated: 230/230
Average waiting ticks: 371.47
Longest waiting passenger: P7->2E(LEFT)
Longest waiting ticks: 763

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 3
Executable cluster candidates: 3
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: RIGHT:tiles13-16:occupied=4:anchor=P120:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 34
Regions dissolved: 1
Repeated reconstructions avoided: 34
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=35
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1791
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 34
Multiple-blocker events: 4
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1688
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 36
Multiple-blocker events: 7
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 87
Reservations granted: 85
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4386
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5681
Total stationary ticks: 89287
Seat-event requests: 237
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 616
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 616
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 237\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 4\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:53
Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 21
Scenario seed: -5845335927644343041

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Row-zone concentration (diagnostic control): 30.43%
Blocker-prone seat share (topology component): 69.57%
Aisle-assignment balance: 98.26%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2283
Passengers seated: 140/230
Average waiting ticks: 829.72
Longest waiting passenger: P1->17C(LEFT)
Longest waiting ticks: 2283

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 30
Cluster candidates evaluated: 25
Executable cluster candidates: 0
Rejected cluster candidates: 25
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 26
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 4231
Regions dissolved: 0
Repeated reconstructions avoided: 4231
Largest region lifetime: 2163
Maximum simultaneous active regions: 2
Regions active at termination: 2
Last lifecycle event: TRACK:R1:age=2163:localMembers=4
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 2058
State changes reopening evaluation: 28
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1150
Maximum occupied tiles: 30
Seat events: 27
Single-blocker events: 4
Multiple-blocker events: 1
Temporary aisle reoccupations: 6

RIGHT AISLE
-----------
Total moves: 1688
Maximum occupied tiles: 17
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 4
Temporary aisle reoccupations: 45

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 78
Reservations granted: 77
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 60
Remaining moving in aisle: 27
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 55836
Longest unresolved passenger ID: 1
Longest unresolved row: 17
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 25
Longest dependency chain: P77(16A/LEFT) -> P211(19B/LEFT) -> P37(13A/LEFT) -> P133(21B/LEFT) -> P96(13D/LEFT) -> P33(21E/LEFT) -> P10(19D/LEFT) -> P92(18B/LEFT) -> P22(20B/LEFT) -> P70(20A/LEFT) -> P144(19A/LEFT) -> P35(21C/LEFT) -> P203(22B/LEFT) -> P160(20F/LEFT) -> P14(22D/LEFT) -> P135(22A/LEFT) -> P16(18F/LEFT) -> P4(20C/LEFT) -> P97(21A/LEFT) -> P91(25E/LEFT) -> P44(24C/LEFT) -> P41(23A/LEFT) -> P153(26B/LEFT) -> P225(25F/LEFT) -> P43(25A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 77
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 27
Total blocked ticks: 68095
Total stationary ticks: 251680
Seat-event requests: 2235
Failed seat-event starts: 2095

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 43
Critical blocker identity: P43->25A(LEFT)
Direct fan-out: 1
Total indirect descendants: 24
Critical tree size including blocker: 25
Critical tree depth: 25
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 30
Unresolved outside passengers: 60
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P43(25A/LEFT/WAITING_FOR_SEAT_EVENT)
  P225(25F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P153(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P41(23A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P44(24C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P91(25E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P97(21A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P4(20C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P16(18F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P135(22A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P14(22D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P160(20F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P203(22B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P35(21C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P144(19A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P70(20A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P22(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P92(18B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P10(19D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P33(21E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P96(13D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P133(21B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P37(13A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P211(19B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                P77(16A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 2067
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 26|27
Critical blocker unavailable yield tiles: 27
Critical blocker yield-tile occupants: 134
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 2067
Rear-boundary failures: 28
Middle-bank reservation failures: 1
Active-event deferrals: 303
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[134]: P134(27A/LEFT/WAITING_AT_ROW@tile27) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P134->27A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P134{seat=27A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=27,directBlocker=-1,lastMoveTick=198,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 26|27
Current unavailable yield tiles: 27
Current yield-tile occupants: 134
Final row-event chain: 43|134
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2236\nPrecedence substitutions made: 3\nDependency chains followed: 2069\nBlocked by waiting-row occupant: 2069\nSubstituted events started: 4\nOccupied-space rejections: 8296\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 21 | standardDataset=230/230 (100.00%) | completionTriggeredDataset=140/230 (60.87%) | seatedDelta=-90 | completionDelta=-39.13% | outsideDelta=+60 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | completionTriggeredWorse=true | standardFamily=COMPLETE_CABIN | completionTriggeredFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 22
Scenario seed: 5901802720867875714

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.08%
Blocker-prone seat share (topology component): 58.68%
Aisle-assignment balance: 91.67%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2628
Passengers seated: 271/288
Average waiting ticks: 501.86
Longest waiting passenger: P233->22B(LEFT)
Longest waiting ticks: 2596

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 18
Cluster candidates evaluated: 22
Executable cluster candidates: 0
Rejected cluster candidates: 22
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 17
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2346
Regions dissolved: 0
Repeated reconstructions avoided: 2346
Largest region lifetime: 2347
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2347:occupied=17
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1931
State changes reopening evaluation: 17
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2236
Maximum occupied tiles: 21
Seat events: 115
Single-blocker events: 25
Multiple-blocker events: 12
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 2775
Maximum occupied tiles: 12
Seat events: 156
Single-blocker events: 43
Multiple-blocker events: 18
Temporary aisle reoccupations: 80

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 123
Reservations granted: 123
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 14
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 26853
Longest unresolved passenger ID: 285
Longest unresolved row: 35
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 13
Longest dependency chain: P157(29B/LEFT) -> P224(26G/LEFT) -> P193(28A/LEFT) -> P83(29F/LEFT) -> P29(32F/LEFT) -> P46(36G/LEFT) -> P152(36E/LEFT) -> P135(34B/LEFT) -> P139(34A/LEFT) -> P245(33A/LEFT) -> P63(34C/LEFT) -> P285(35D/LEFT) -> P68(35B/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 157
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 14
Total blocked ticks: 39581
Total stationary ticks: 175761
Seat-event requests: 2241
Failed seat-event starts: 1970

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 68
Critical blocker identity: P68->35B(LEFT)
Direct fan-out: 1
Total indirect descendants: 12
Critical tree size including blocker: 13
Critical tree depth: 13
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 17
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P68(35B/LEFT/WAITING_FOR_SEAT_EVENT)
  P285(35D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P63(34C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P245(33A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P139(34A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P135(34B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P152(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P46(36G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P29(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P83(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P193(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P224(26G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P157(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1969
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 1
Critical blocker required yield tiles: 36
Critical blocker unavailable yield tiles: 36
Critical blocker yield-tile occupants: 24
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 3
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1969
Rear-boundary failures: 1
Middle-bank reservation failures: 0
Active-event deferrals: 1081
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[24]: P24(36A/LEFT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P24->36A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: P24{seat=36A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=266,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 36
Current unavailable yield tiles: 36
Current yield-tile occupants: 24
Final row-event chain: 68|24
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2241\nPrecedence substitutions made: 1\nDependency chains followed: 193\nBlocked by waiting-row occupant: 193\nSubstituted events started: 1\nOccupied-space rejections: 1974\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:53
Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 22
Scenario seed: 5901802720867875714

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Row-zone concentration (diagnostic control): 27.08%
Blocker-prone seat share (topology component): 58.68%
Aisle-assignment balance: 91.67%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1097
Passengers seated: 288/288
Average waiting ticks: 478.08
Longest waiting passenger: P41->3H(RIGHT)
Longest waiting ticks: 1080

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2301
Maximum occupied tiles: 20
Seat events: 132
Single-blocker events: 33
Multiple-blocker events: 12
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 2775
Maximum occupied tiles: 19
Seat events: 156
Single-blocker events: 47
Multiple-blocker events: 20
Temporary aisle reoccupations: 89

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 11382
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 12163
Total stationary ticks: 147895
Seat-event requests: 295
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 437
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 437
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 22 | standardDataset=271/288 (94.10%) | completionTriggeredDataset=288/288 (100.00%) | seatedDelta=+17 | completionDelta=+5.90% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | completionTriggeredWorse=false | standardFamily=LINKED_ROW_EVENT_CHAIN | completionTriggeredFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 23
Scenario seed: -5886756800942795092

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.61%
Blocker-prone seat share (topology component): 67.39%
Aisle-assignment balance: 97.39%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 844
Passengers seated: 230/230
Average waiting ticks: 385.89
Longest waiting passenger: P166->14H(RIGHT)
Longest waiting ticks: 818

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles9-12:occupied=3:anchor=P84:selected=P226:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1724
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1674
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 26
Multiple-blocker events: 11
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 75
Reservations granted: 74
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3907
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4803
Total stationary ticks: 91882
Seat-event requests: 240
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 490
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 490
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 240\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:53
Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 23
Scenario seed: -5886756800942795092

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Row-zone concentration (diagnostic control): 32.61%
Blocker-prone seat share (topology component): 67.39%
Aisle-assignment balance: 97.39%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 829
Passengers seated: 230/230
Average waiting ticks: 380.71
Longest waiting passenger: P209->6D(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1724
Maximum occupied tiles: 15
Seat events: 112
Single-blocker events: 30
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1674
Maximum occupied tiles: 15
Seat events: 118
Single-blocker events: 26
Multiple-blocker events: 9
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 77
Reservations granted: 74
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7361
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8012
Total stationary ticks: 94026
Seat-event requests: 230
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 389
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 389
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 233\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 3\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 23 | standardDataset=230/230 (100.00%) | completionTriggeredDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | completionTriggeredWorse=false | standardFamily=COMPLETE_CABIN | completionTriggeredFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 24
Scenario seed: -8002946322880410004

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 881
Passengers seated: 235/235
Average waiting ticks: 383.40
Longest waiting passenger: P13->10A(LEFT)
Longest waiting ticks: 823

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 12
Seat events: 124
Single-blocker events: 31
Multiple-blocker events: 16
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 1587
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 136
Reservations granted: 128
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4518
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5711
Total stationary ticks: 93972
Seat-event requests: 245
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 555
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 555
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 253\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:53
Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 24
Scenario seed: -8002946322880410004

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2358
Passengers seated: 141/235
Average waiting ticks: 898.65
Longest waiting passenger: P0->2C(RIGHT)
Longest waiting ticks: 2358

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 30
Cluster candidates evaluated: 30
Executable cluster candidates: 0
Rejected cluster candidates: 30
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 29
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2233
Regions dissolved: 0
Repeated reconstructions avoided: 2233
Largest region lifetime: 2234
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2234:occupied=29
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 2187
State changes reopening evaluation: 29
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 17
Seat events: 124
Single-blocker events: 28
Multiple-blocker events: 9
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 846
Maximum occupied tiles: 29
Seat events: 17
Single-blocker events: 2
Multiple-blocker events: 0
Temporary aisle reoccupations: 2

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 75
Reservations granted: 75
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 65
Remaining moving in aisle: 27
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 59510
Longest unresolved passenger ID: 0
Longest unresolved row: 2
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 28
Longest dependency chain: P141(18H/RIGHT) -> P105(18D/RIGHT) -> P57(20H/RIGHT) -> P102(17H/RIGHT) -> P23(20G/RIGHT) -> P119(19D/RIGHT) -> P1(17E/RIGHT) -> P10(21G/RIGHT) -> P66(19F/RIGHT) -> P234(18E/RIGHT) -> P16(17G/RIGHT) -> P166(21E/RIGHT) -> P11(24F/RIGHT) -> P100(20E/RIGHT) -> P179(22C/RIGHT) -> P231(19C/RIGHT) -> P147(25G/RIGHT) -> P175(23G/RIGHT) -> P84(25C/RIGHT) -> P24(22G/RIGHT) -> P163(26C/RIGHT) -> P133(26H/RIGHT) -> P86(24H/RIGHT) -> P31(25F/RIGHT) -> P169(26G/RIGHT) -> P34(27G/RIGHT) -> P206(29C/RIGHT) -> P115(28H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 141
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 27
Total blocked ticks: 69529
Total stationary ticks: 275381
Seat-event requests: 2363
Failed seat-event starts: 2222

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 115
Critical blocker identity: P115->28H(RIGHT)
Direct fan-out: 1
Total indirect descendants: 27
Critical tree size including blocker: 28
Critical tree depth: 28
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 29
Unresolved outside passengers: 65
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P115(28H/RIGHT/WAITING_FOR_SEAT_EVENT)
  P206(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P34(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P169(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P31(25F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P86(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P133(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P163(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P24(22G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P84(25C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P175(23G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P147(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P231(19C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P179(22C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P100(20E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P11(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P166(21E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P16(17G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P234(18E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P66(19F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P10(21G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P1(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P119(19D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P23(20G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P102(17H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P57(20H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P105(18D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P141(18H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 2221
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 29
Critical blocker unavailable yield tiles: 29
Critical blocker yield-tile occupants: 152
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 2221
Rear-boundary failures: 1
Middle-bank reservation failures: 0
Active-event deferrals: 197
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[152]: P152(29D/RIGHT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P152->29D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P152{seat=29D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=29,directBlocker=-1,lastMoveTick=106,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 29
Current unavailable yield tiles: 29
Current yield-tile occupants: 152
Final row-event chain: 115|152
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2363\nPrecedence substitutions made: 1\nDependency chains followed: 2222\nBlocked by waiting-row occupant: 2222\nSubstituted events started: 1\nOccupied-space rejections: 2222\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 24 | standardDataset=235/235 (100.00%) | completionTriggeredDataset=141/235 (60.00%) | seatedDelta=-94 | completionDelta=-40.00% | outsideDelta=+65 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | completionTriggeredWorse=true | standardFamily=COMPLETE_CABIN | completionTriggeredFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 25
Scenario seed: -6793887463250987477

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.38%
Aisle-assignment balance: 95.74%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2527
Passengers seated: 276/282
Average waiting ticks: 487.17
Longest waiting passenger: P197->31D(RIGHT)
Longest waiting ticks: 2476

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 3
Executable cluster candidates: 1
Rejected cluster candidates: 2
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1565
Regions dissolved: 1
Repeated reconstructions avoided: 1565
Largest region lifetime: 1558
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1558:occupied=6
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1524
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2082
Maximum occupied tiles: 13
Seat events: 135
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2295
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 36
Multiple-blocker events: 11
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1672
Reservations granted: 1672
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 6510
Longest unresolved passenger ID: 217
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P249(30F/RIGHT) -> P22(30H/RIGHT) -> P61(30D/RIGHT) -> P208(31F/RIGHT) -> P197(31D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 249
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 15659
Total stationary ticks: 147571
Seat-event requests: 1864
Failed seat-event starts: 1588

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 197
Critical blocker identity: P197->31D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P197(31D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P208(31F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P61(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P22(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P249(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1588
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 32
Critical blocker unavailable yield tiles: 32
Critical blocker yield-tile occupants: 217
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1588
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 802
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[217]: P217(32I/RIGHT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P217->32I(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P217{seat=32I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=32,directBlocker=-1,lastMoveTick=786,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 32
Current unavailable yield tiles: 32
Current yield-tile occupants: 217
Final row-event chain: 197|217
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1863\nPrecedence substitutions made: 3\nDependency chains followed: 1581\nBlocked by waiting-row occupant: 1581\nSubstituted events started: 5\nOccupied-space rejections: 1592\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:53
Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 25
Scenario seed: -6793887463250987477

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.38%
Aisle-assignment balance: 95.74%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2448
Passengers seated: 145/282
Average waiting ticks: 1156.27
Longest waiting passenger: P2->17I(RIGHT)
Longest waiting ticks: 2448

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 34
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 31
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2332
Regions dissolved: 0
Repeated reconstructions avoided: 2332
Largest region lifetime: 2333
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2333:occupied=31
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 2297
State changes reopening evaluation: 33
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2082
Maximum occupied tiles: 17
Seat events: 135
Single-blocker events: 32
Multiple-blocker events: 10
Temporary aisle reoccupations: 52

RIGHT AISLE
-----------
Total moves: 760
Maximum occupied tiles: 31
Seat events: 10
Single-blocker events: 2
Multiple-blocker events: 0
Temporary aisle reoccupations: 2

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 43
Reservations granted: 43
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 106
Remaining moving in aisle: 30
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 69617
Longest unresolved passenger ID: 2
Longest unresolved row: 17
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 31
Longest dependency chain: P46(24G/RIGHT) -> P238(28I/RIGHT) -> P165(24H/RIGHT) -> P108(26G/RIGHT) -> P154(27D/RIGHT) -> P213(27I/RIGHT) -> P55(24I/RIGHT) -> P270(27E/RIGHT) -> P101(28E/RIGHT) -> P178(26D/RIGHT) -> P226(28H/RIGHT) -> P23(25E/RIGHT) -> P97(27H/RIGHT) -> P204(26E/RIGHT) -> P192(25I/RIGHT) -> P27(26H/RIGHT) -> P76(25D/RIGHT) -> P249(30F/RIGHT) -> P93(26I/RIGHT) -> P22(30H/RIGHT) -> P250(24E/RIGHT) -> P61(30D/RIGHT) -> P196(25G/RIGHT) -> P208(31F/RIGHT) -> P14(29E/RIGHT) -> P274(29D/RIGHT) -> P237(30E/RIGHT) -> P197(31D/RIGHT) -> P217(32I/RIGHT) -> P185(32H/RIGHT) -> P109(31I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 46
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 30
Total blocked ticks: 77336
Total stationary ticks: 400147
Seat-event requests: 2481
Failed seat-event starts: 2336

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 109
Critical blocker identity: P109->31I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 30
Critical tree size including blocker: 31
Critical tree depth: 31
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 31
Unresolved outside passengers: 106
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P109(31I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P185(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P217(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P197(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P237(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P274(29D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P14(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P208(31F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P196(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P61(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P250(24E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P22(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P93(26I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P249(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P76(25D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P27(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P192(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P204(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P97(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P23(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P226(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P178(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P101(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P270(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P55(24I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P213(27I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P154(27D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P108(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P165(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                          P238(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                            P46(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 2334
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 2
Rear-boundary failures: 2334
Middle-bank reservation failures: 0
Active-event deferrals: 202
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2481\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 2\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 25 | standardDataset=276/282 (97.87%) | completionTriggeredDataset=145/282 (51.42%) | seatedDelta=-131 | completionDelta=-46.45% | outsideDelta=+106 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | completionTriggeredWorse=true | standardFamily=LINKED_ROW_EVENT_CHAIN | completionTriggeredFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 26
Scenario seed: 722007454514889823

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.49%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1287
Passengers seated: 353/353
Average waiting ticks: 586.65
Longest waiting passenger: P178->2A(LEFT)
Longest waiting ticks: 1226

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 90
Regions dissolved: 4
Repeated reconstructions avoided: 90
Largest region lifetime: 38
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3193
Maximum occupied tiles: 14
Seat events: 182
Single-blocker events: 45
Multiple-blocker events: 30
Temporary aisle reoccupations: 111

RIGHT AISLE
-----------
Total moves: 3005
Maximum occupied tiles: 13
Seat events: 171
Single-blocker events: 47
Multiple-blocker events: 24
Temporary aisle reoccupations: 101

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 160
Reservations granted: 157
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7774
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9701
Total stationary ticks: 213884
Seat-event requests: 378
Failed seat-event starts: 25

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 882
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 25
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 882
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 380\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 30\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:53
Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 26
Scenario seed: 722007454514889823

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.49%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 1658
Passengers seated: 31/353
Average waiting ticks: 1224.07
Longest waiting passenger: P0->12F(RIGHT)
Longest waiting ticks: 1658

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 36
Cluster candidates evaluated: 37
Executable cluster candidates: 1
Rejected cluster candidates: 36
Cluster selections: 1
Cluster-selected events started: 0
Largest detected cluster: 36
Selected release potential total: 4
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 3029
Regions dissolved: 0
Repeated reconstructions avoided: 3029
Largest region lifetime: 1533
Maximum simultaneous active regions: 2
Regions active at termination: 2
Last lifecycle event: UPDATE:R1:age=1533:occupied=36
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1485
State changes reopening evaluation: 35
Region priority competitions: 1495
Regions ranked: 2990
Hierarchical selections: 1495
Lower-priority evaluations deferred: 1495
Highest selected priority score: 39710
Left/right priority wins: 0/1495
Priority ties: 0
Last priority decision: LEFT:R2:score=38610 | RIGHT:R1:score=39710 | selected=RIGHT

LEFT AISLE
----------
Total moves: 1145
Maximum occupied tiles: 35
Seat events: 17
Single-blocker events: 5
Multiple-blocker events: 0
Temporary aisle reoccupations: 5

RIGHT AISLE
-----------
Total moves: 1084
Maximum occupied tiles: 36
Seat events: 14
Single-blocker events: 1
Multiple-blocker events: 0
Temporary aisle reoccupations: 1

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1534
Reservations granted: 1532
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 2

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 251
Remaining moving in aisle: 67
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 100024
Longest unresolved passenger ID: 0
Longest unresolved row: 12
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 35
Longest dependency chain: P81(30F/RIGHT) -> P103(20I/RIGHT) -> P213(28D/RIGHT) -> P52(27I/RIGHT) -> P93(28H/RIGHT) -> P75(28J/RIGHT) -> P300(31H/RIGHT) -> P68(31J/RIGHT) -> P245(28I/RIGHT) -> P332(30H/RIGHT) -> P170(31F/RIGHT) -> P301(28E/RIGHT) -> P330(31I/RIGHT) -> P264(26I/RIGHT) -> P160(27J/RIGHT) -> P41(28G/RIGHT) -> P198(30J/RIGHT) -> P188(29J/RIGHT) -> P201(26H/RIGHT) -> P218(30I/RIGHT) -> P195(34J/RIGHT) -> P220(26J/RIGHT) -> P307(36F/RIGHT) -> P352(30E/RIGHT) -> P24(35H/RIGHT) -> P54(29I/RIGHT) -> P158(33G/RIGHT) -> P76(32E/RIGHT) -> P343(34D/RIGHT) -> P159(34H/RIGHT) -> P230(33H/RIGHT) -> P14(35D/RIGHT) -> P336(34F/RIGHT) -> P33(36E/RIGHT) -> P40(35F/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 81
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 67
Total blocked ticks: 108441
Total stationary ticks: 534283
Seat-event requests: 3054
Failed seat-event starts: 3023

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 40
Critical blocker identity: P40->35F(RIGHT)
Direct fan-out: 1
Total indirect descendants: 34
Critical tree size including blocker: 35
Critical tree depth: 35
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 71
Unresolved outside passengers: 251
Unresolved internal passengers outside critical tree: 36
Critical blocker tree:
P40(35F/RIGHT/WAITING_FOR_SEAT_EVENT)
  P33(36E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P336(34F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P14(35D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P230(33H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P159(34H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P343(34D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P76(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P158(33G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P54(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P24(35H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P352(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P307(36F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P220(26J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P195(34J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P218(30I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P201(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P188(29J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P198(30J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P41(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P160(27J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P264(26I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P330(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P301(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P170(31F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P332(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P245(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P68(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P300(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                          P75(28J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                            P93(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                              P52(27I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                                P213(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                                  P103(20I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                                    P81(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 3022
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 36
Critical blocker unavailable yield tiles: 36
Critical blocker yield-tile occupants: 199
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 3
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 3022
Rear-boundary failures: 1
Middle-bank reservation failures: 2
Active-event deferrals: 53
Simultaneous arbitration losses: 2

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[199]: P199(36I/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P199->36I(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P199{seat=36I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=123,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 36
Current unavailable yield tiles: 36
Current yield-tile occupants: 199
Final row-event chain: 40|199
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3057\nPrecedence substitutions made: 0\nDependency chains followed: 1524\nBlocked by waiting-row occupant: 1524\nSubstituted events started: 0\nOccupied-space rejections: 3023\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 26 | standardDataset=353/353 (100.00%) | completionTriggeredDataset=31/353 (8.78%) | seatedDelta=-322 | completionDelta=-91.22% | outsideDelta=+251 | clustersDetected=2 | clusterSelections=1 | clusterStarts=0 | convertedToSuccess=false | completionTriggeredWorse=true | standardFamily=COMPLETE_CABIN | completionTriggeredFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 27
Scenario seed: -5450447113087893164

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1282
Passengers seated: 353/353
Average waiting ticks: 599.70
Longest waiting passenger: P326->9H(RIGHT)
Longest waiting ticks: 1238

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2967
Maximum occupied tiles: 12
Seat events: 174
Single-blocker events: 46
Multiple-blocker events: 23
Temporary aisle reoccupations: 96

RIGHT AISLE
-----------
Total moves: 3223
Maximum occupied tiles: 12
Seat events: 179
Single-blocker events: 52
Multiple-blocker events: 30
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 150
Reservations granted: 150
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7466
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8940
Total stationary ticks: 217898
Seat-event requests: 366
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 762
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 762
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 366\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:53
Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 27
Scenario seed: -5450447113087893164

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2724
Passengers seated: 195/353
Average waiting ticks: 1271.05
Longest waiting passenger: P2->15E(RIGHT)
Longest waiting ticks: 2724

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 48
Cluster candidates evaluated: 93
Executable cluster candidates: 1
Rejected cluster candidates: 92
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 36
Selected release potential total: 4
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 2575
Regions dissolved: 1
Repeated reconstructions avoided: 2575
Largest region lifetime: 2553
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=2553:occupied=36
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 2490
State changes reopening evaluation: 46
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2967
Maximum occupied tiles: 19
Seat events: 174
Single-blocker events: 46
Multiple-blocker events: 12
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 1298
Maximum occupied tiles: 36
Seat events: 21
Single-blocker events: 3
Multiple-blocker events: 3
Temporary aisle reoccupations: 9

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2618
Reservations granted: 2612
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 122
Remaining moving in aisle: 33
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 83180
Longest unresolved passenger ID: 2
Longest unresolved row: 15
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 34
Longest dependency chain: P197(22I/RIGHT) -> P165(26H/RIGHT) -> P126(23H/RIGHT) -> P72(26J/RIGHT) -> P166(25I/RIGHT) -> P135(26I/RIGHT) -> P69(31I/RIGHT) -> P16(30I/RIGHT) -> P247(29I/RIGHT) -> P59(27E/RIGHT) -> P70(30H/RIGHT) -> P207(30E/RIGHT) -> P40(31F/RIGHT) -> P42(27F/RIGHT) -> P318(26D/RIGHT) -> P297(29F/RIGHT) -> P208(27H/RIGHT) -> P10(30G/RIGHT) -> P43(28G/RIGHT) -> P147(29J/RIGHT) -> P269(29H/RIGHT) -> P12(31J/RIGHT) -> P73(31H/RIGHT) -> P340(31G/RIGHT) -> P150(26F/RIGHT) -> P22(32G/RIGHT) -> P23(29E/RIGHT) -> P96(32H/RIGHT) -> P31(36E/RIGHT) -> P44(32J/RIGHT) -> P228(34J/RIGHT) -> P279(35I/RIGHT) -> P335(36J/RIGHT) -> P196(34E/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 197
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 33
Total blocked ticks: 99210
Total stationary ticks: 538916
Seat-event requests: 2738
Failed seat-event starts: 2543

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 196
Critical blocker identity: P196->34E(RIGHT)
Direct fan-out: 1
Total indirect descendants: 33
Critical tree size including blocker: 34
Critical tree depth: 34
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 36
Unresolved outside passengers: 122
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P196(34E/RIGHT/WAITING_FOR_SEAT_EVENT)
  P335(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P279(35I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P228(34J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P44(32J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P31(36E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P96(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P23(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P22(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P150(26F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P340(31G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P73(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P12(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P269(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P147(29J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P43(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P10(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P208(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P297(29F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P318(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P42(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P40(31F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P207(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P70(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P59(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P247(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P16(30I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P69(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P135(26I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                          P166(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                            P72(26J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                              P126(23H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                                P165(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                                  P197(22I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 2542
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 35|36
Critical blocker unavailable yield tiles: 35|36
Critical blocker yield-tile occupants: 231|276
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 2542
Rear-boundary failures: 1
Middle-bank reservation failures: 6
Active-event deferrals: 343
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 1
Yield-occupant trace: yieldOccupant[231]: P231(35J/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[276]: P276(36I/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P276->36I(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: false
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P231{seat=35J,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=164,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} || P276{seat=36I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=163,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 35|36
Current unavailable yield tiles: 35|36
Current yield-tile occupants: 231|276
Final row-event chain: 196|231
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2744\nPrecedence substitutions made: 3\nDependency chains followed: 2543\nBlocked by waiting-row occupant: 5082\nSubstituted events started: 1\nOccupied-space rejections: 10218\nMaximum scheduling-chain depth: 3\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 27 | standardDataset=353/353 (100.00%) | completionTriggeredDataset=195/353 (55.24%) | seatedDelta=-158 | completionDelta=-44.76% | outsideDelta=+122 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | completionTriggeredWorse=true | standardFamily=COMPLETE_CABIN | completionTriggeredFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 28
Scenario seed: 246091010528561545

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1319
Passengers seated: 353/353
Average waiting ticks: 602.32
Longest waiting passenger: P36->10I(RIGHT)
Longest waiting ticks: 1278

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 39
Regions dissolved: 2
Repeated reconstructions avoided: 39
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2983
Maximum occupied tiles: 13
Seat events: 171
Single-blocker events: 42
Multiple-blocker events: 20
Temporary aisle reoccupations: 84

RIGHT AISLE
-----------
Total moves: 3263
Maximum occupied tiles: 15
Seat events: 182
Single-blocker events: 47
Multiple-blocker events: 27
Temporary aisle reoccupations: 108

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 158
Reservations granted: 158
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7403
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8981
Total stationary ticks: 218852
Seat-event requests: 373
Failed seat-event starts: 20

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 798
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 20
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 798
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 373\nPrecedence substitutions made: 3\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 3\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:53
Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 28
Scenario seed: 246091010528561545

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2782
Passengers seated: 200/353
Average waiting ticks: 1291.59
Longest waiting passenger: P0->18A(LEFT)
Longest waiting ticks: 2782

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 46
Cluster candidates evaluated: 132
Executable cluster candidates: 0
Rejected cluster candidates: 132
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 35
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2617
Regions dissolved: 0
Repeated reconstructions avoided: 2617
Largest region lifetime: 2618
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2618:occupied=35
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 2564
State changes reopening evaluation: 45
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1181
Maximum occupied tiles: 35
Seat events: 18
Single-blocker events: 4
Multiple-blocker events: 0
Temporary aisle reoccupations: 4

RIGHT AISLE
-----------
Total moves: 3263
Maximum occupied tiles: 20
Seat events: 182
Single-blocker events: 52
Multiple-blocker events: 13
Temporary aisle reoccupations: 79

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 82
Reservations granted: 82
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 118
Remaining moving in aisle: 31
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 80362
Longest unresolved passenger ID: 0
Longest unresolved row: 18
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 29
Longest dependency chain: P85(25A/LEFT) -> P80(28B/LEFT) -> P216(20B/LEFT) -> P50(26B/LEFT) -> P159(20C/LEFT) -> P160(31D/LEFT) -> P39(21D/LEFT) -> P131(29E/LEFT) -> P304(31A/LEFT) -> P208(29G/LEFT) -> P124(30E/LEFT) -> P82(27A/LEFT) -> P283(30C/LEFT) -> P327(28D/LEFT) -> P161(27C/LEFT) -> P215(27G/LEFT) -> P220(31E/LEFT) -> P202(31B/LEFT) -> P62(30B/LEFT) -> P128(29C/LEFT) -> P297(31C/LEFT) -> P279(27B/LEFT) -> P312(26G/LEFT) -> P234(26C/LEFT) -> P94(28C/LEFT) -> P292(30A/LEFT) -> P196(28A/LEFT) -> P261(35F/LEFT) -> P211(29A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 85
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 31
Total blocked ticks: 99690
Total stationary ticks: 543854
Seat-event requests: 2818
Failed seat-event starts: 2618

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 211
Critical blocker identity: P211->29A(LEFT)
Direct fan-out: 1
Total indirect descendants: 28
Critical tree size including blocker: 29
Critical tree depth: 29
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 35
Unresolved outside passengers: 118
Unresolved internal passengers outside critical tree: 6
Critical blocker tree:
P211(29A/LEFT/WAITING_FOR_SEAT_EVENT)
  P261(35F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P196(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P292(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P94(28C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P234(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P312(26G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P279(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P297(31C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P128(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P62(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P202(31B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P220(31E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P215(27G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P161(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P327(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P283(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P82(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P124(30E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P208(29G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P304(31A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P131(29E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P39(21D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P160(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                P159(20C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P50(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P216(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P80(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P85(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 2617
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 89
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 3
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 2617
Rear-boundary failures: 1
Middle-bank reservation failures: 0
Active-event deferrals: 300
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 3
Yield-occupant trace: yieldOccupant[89]: P89(33E/LEFT/MOVING_IN_AISLE@tile30) -> P143(32B/LEFT/MOVING_IN_AISLE@tile31) -> P72(32A/LEFT/WAITING_AT_ROW@tile32) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P72->32A(LEFT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P89{seat=33E,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=143,lastMoveTick=178,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 30
Current unavailable yield tiles: 30
Current yield-tile occupants: 89
Final row-event chain: 211|89|143|72
Final row-event chain length: 4
Distinct row events in chain: 4
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2818\nPrecedence substitutions made: 4\nDependency chains followed: 15\nBlocked by waiting-row occupant: 15\nSubstituted events started: 4\nOccupied-space rejections: 5343\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 28 | standardDataset=353/353 (100.00%) | completionTriggeredDataset=200/353 (56.66%) | seatedDelta=-153 | completionDelta=-43.34% | outsideDelta=+118 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | completionTriggeredWorse=true | standardFamily=COMPLETE_CABIN | completionTriggeredFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 29
Scenario seed: 4203914317130684635

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.05%
Blocker-prone seat share (topology component): 67.57%
Aisle-assignment balance: 99.61%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2413
Passengers seated: 257/259
Average waiting ticks: 430.23
Longest waiting passenger: P157->31I(RIGHT)
Longest waiting ticks: 2353

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1895
Maximum occupied tiles: 12
Seat events: 130
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 2013
Maximum occupied tiles: 12
Seat events: 127
Single-blocker events: 38
Multiple-blocker events: 9
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 89
Reservations granted: 89
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4711
Longest unresolved passenger ID: 177
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P177(32G/RIGHT) -> P157(31I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 177
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 9006
Total stationary ticks: 116891
Seat-event requests: 1811
Failed seat-event starts: 1554

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 157
Critical blocker identity: P157->31I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P157(31I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P177(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1544
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 10
Rear-boundary failures: 1544
Middle-bank reservation failures: 0
Active-event deferrals: 630
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1811\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:53
Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 29
Scenario seed: 4203914317130684635

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Row-zone concentration (diagnostic control): 32.05%
Blocker-prone seat share (topology component): 67.57%
Aisle-assignment balance: 99.61%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 899
Passengers seated: 259/259
Average waiting ticks: 417.58
Longest waiting passenger: P178->6G(RIGHT)
Longest waiting ticks: 887

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:tiles12-15:occupied=3:anchor=P175:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1895
Maximum occupied tiles: 17
Seat events: 130
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 2015
Maximum occupied tiles: 17
Seat events: 129
Single-blocker events: 38
Multiple-blocker events: 10
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 94
Reservations granted: 91
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 9053
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9843
Total stationary ticks: 116231
Seat-event requests: 265
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 427
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 427
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 267\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 9\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 29 | standardDataset=257/259 (99.23%) | completionTriggeredDataset=259/259 (100.00%) | seatedDelta=+2 | completionDelta=+0.77% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=true | completionTriggeredWorse=false | standardFamily=REAR_BOUNDARY_LOCK | completionTriggeredFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 30
Scenario seed: -7557663346310737177

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 59.06%
Aisle-assignment balance: 98.25%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1236
Passengers seated: 342/342
Average waiting ticks: 564.65
Longest waiting passenger: P20->31I(RIGHT)
Longest waiting ticks: 1184

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 5
Clusters detected: 5
Activations without intervention: 6
Cluster candidates evaluated: 4
Executable cluster candidates: 4
Rejected cluster candidates: 0
Cluster selections: 4
Cluster-selected events started: 5
Largest detected cluster: 7
Selected release potential total: 16
Last cluster decision: RIGHT:tiles20-22:occupied=3:anchor=P236:selected=P293:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 5
Region updates: 88
Regions dissolved: 5
Repeated reconstructions avoided: 88
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R5:lifetime=9
Confirmation deferral ticks: 8
Regions reaching confirmation: 3
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 4
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2986
Maximum occupied tiles: 14
Seat events: 168
Single-blocker events: 37
Multiple-blocker events: 26
Temporary aisle reoccupations: 94

RIGHT AISLE
-----------
Total moves: 2895
Maximum occupied tiles: 16
Seat events: 174
Single-blocker events: 43
Multiple-blocker events: 31
Temporary aisle reoccupations: 110

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 159
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7405
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9317
Total stationary ticks: 199595
Seat-event requests: 382
Failed seat-event starts: 40

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 861
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 40
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 861
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 378\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 14\nOccupied-space rejections: 50\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
============================================================
Date/Time: 2026-07-16 23:07:53
Experiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 30
Scenario seed: -7557663346310737177

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 59.06%
Aisle-assignment balance: 98.25%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1206
Passengers seated: 342/342
Average waiting ticks: 557.01
Longest waiting passenger: P203->4H(RIGHT)
Longest waiting ticks: 1186

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2986
Maximum occupied tiles: 19
Seat events: 168
Single-blocker events: 41
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

RIGHT AISLE
-----------
Total moves: 2895
Maximum occupied tiles: 19
Seat events: 174
Single-blocker events: 44
Multiple-blocker events: 28
Temporary aisle reoccupations: 104

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 141
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 13713
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 14728
Total stationary ticks: 202807
Seat-event requests: 348
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 548
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 1
Middle-bank reservation failures: 8
Active-event deferrals: 548
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COMPLETION_TRIGGERED_GEOGRAPHIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 356\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 9\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 30 | standardDataset=342/342 (100.00%) | completionTriggeredDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | completionTriggeredWorse=false | standardFamily=COMPLETE_CABIN | completionTriggeredFamily=COMPLETE_CABIN

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 21
COMPLETION-TRIGGERED GEOGRAPHIC ADVANCEMENT
************************************************************
Experiment seed: 2083790101901
Scenarios executed: 60
Successful completions: 35
Incomplete/MAX_TICKS: 25
Average completed ticks: 1526.62
Average waiting ticks: 597.99
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:18
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 1
Scenario seed: -4248938912819631269

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2327
Passengers seated: 221/235
Average waiting ticks: 455.32
Longest waiting passenger: P6->10H(RIGHT)
Longest waiting ticks: 2327

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 3
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles25-27:occupied=3:anchor=P29:selected=P181:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 15
Regions dissolved: 1
Repeated reconstructions avoided: 15
Largest region lifetime: 16
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=16
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1708
Maximum occupied tiles: 13
Seat events: 116
Single-blocker events: 28
Multiple-blocker events: 19
Temporary aisle reoccupations: 71

RIGHT AISLE
-----------
Total moves: 1555
Maximum occupied tiles: 12
Seat events: 105
Single-blocker events: 26
Multiple-blocker events: 9
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1717
Reservations granted: 1709
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 8
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5451
Longest unresolved passenger ID: 6
Longest unresolved row: 10
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P82(30E/RIGHT) -> P15(6G/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 82
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 15044
Total stationary ticks: 115476
Seat-event requests: 1820
Failed seat-event starts: 1599

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 15
Critical blocker identity: P15->6G(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 8
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P15(6G/RIGHT/WAITING_FOR_SEAT_EVENT)
  P82(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1599
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1599
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 519
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1828\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 4\nOccupied-space rejections: 1601\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:18
Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 1
Scenario seed: -4248938912819631269

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2325
Passengers seated: 232/235
Average waiting ticks: 381.14
Longest waiting passenger: P185->30A(LEFT)
Longest waiting ticks: 2225

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 2073
Regions dissolved: 1
Repeated reconstructions avoided: 2073
Largest region lifetime: 2054
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2054:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1661
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1706
Maximum occupied tiles: 17
Seat events: 113
Single-blocker events: 28
Multiple-blocker events: 16
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 1734
Maximum occupied tiles: 16
Seat events: 119
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 132
Reservations granted: 123
Reservations denied/waited: 9
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7210
Longest unresolved passenger ID: 24
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P25(29F/LEFT) -> P24(30F/LEFT) -> P185(30A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 25
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 14483
Total stationary ticks: 100105
Seat-event requests: 1910
Failed seat-event starts: 1678

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 185
Critical blocker identity: P185->30A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P185(30A/LEFT/WAITING_FOR_SEAT_EVENT)
  P24(30F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P25(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 1
Critical blocker required yield tiles: 31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 1669
Middle-bank reservation failures: 9
Active-event deferrals: 900
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1919\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 8\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 01 | standardDataset=221/235 (94.04%) | aisleInterleavedDataset=232/235 (98.72%) | seatedDelta=+11 | completionDelta=+4.68% | outsideDelta=-8 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | aisleInterleavedWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | aisleInterleavedFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:18
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 2
Scenario seed: 2182383722134259186

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.46%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 784
Passengers seated: 216/216
Average waiting ticks: 350.50
Longest waiting passenger: P151->14E(LEFT)
Longest waiting ticks: 733

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 39
Regions dissolved: 2
Repeated reconstructions avoided: 39
Largest region lifetime: 33
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=33
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1653
Maximum occupied tiles: 15
Seat events: 111
Single-blocker events: 23
Multiple-blocker events: 10
Temporary aisle reoccupations: 48

RIGHT AISLE
-----------
Total moves: 1511
Maximum occupied tiles: 11
Seat events: 105
Single-blocker events: 27
Multiple-blocker events: 4
Temporary aisle reoccupations: 36

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 117
Reservations granted: 114
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3806
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4946
Total stationary ticks: 78953
Seat-event requests: 222
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 568
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 568
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 225\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:18
Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 2
Scenario seed: 2182383722134259186

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.46%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 773
Passengers seated: 216/216
Average waiting ticks: 344.84
Longest waiting passenger: P169->7B(LEFT)
Longest waiting ticks: 745

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1653
Maximum occupied tiles: 16
Seat events: 111
Single-blocker events: 23
Multiple-blocker events: 10
Temporary aisle reoccupations: 48

RIGHT AISLE
-----------
Total moves: 1511
Maximum occupied tiles: 16
Seat events: 105
Single-blocker events: 27
Multiple-blocker events: 4
Temporary aisle reoccupations: 36

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 110
Reservations granted: 108
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6587
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7461
Total stationary ticks: 80331
Seat-event requests: 216
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 502
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 502
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 218\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 3\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 02 | standardDataset=216/216 (100.00%) | aisleInterleavedDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | aisleInterleavedWorse=false | standardFamily=COMPLETE_CABIN | aisleInterleavedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:18
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 3
Scenario seed: -1064509833421198483

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 60.46%
Aisle-assignment balance: 90.85%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1221
Passengers seated: 306/306
Average waiting ticks: 527.75
Longest waiting passenger: P261->32E(LEFT)
Longest waiting ticks: 1159

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:tiles19-21:occupied=3:anchor=P59:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 9
Regions dissolved: 1
Repeated reconstructions avoided: 9
Largest region lifetime: 10
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=10
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2940
Maximum occupied tiles: 13
Seat events: 167
Single-blocker events: 44
Multiple-blocker events: 18
Temporary aisle reoccupations: 83

RIGHT AISLE
-----------
Total moves: 2427
Maximum occupied tiles: 14
Seat events: 139
Single-blocker events: 36
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 123
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6313
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8018
Total stationary ticks: 166969
Seat-event requests: 316
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 875
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 875
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 318\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:18
Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 3
Scenario seed: -1064509833421198483

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 60.46%
Aisle-assignment balance: 90.85%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1178
Passengers seated: 306/306
Average waiting ticks: 542.40
Longest waiting passenger: P205->3F(LEFT)
Longest waiting ticks: 1163

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2940
Maximum occupied tiles: 18
Seat events: 167
Single-blocker events: 45
Multiple-blocker events: 19
Temporary aisle reoccupations: 86

RIGHT AISLE
-----------
Total moves: 2427
Maximum occupied tiles: 18
Seat events: 139
Single-blocker events: 35
Multiple-blocker events: 9
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 123
Reservations granted: 121
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 10045
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 10955
Total stationary ticks: 174808
Seat-event requests: 312
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 536
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 536
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 314\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 03 | standardDataset=306/306 (100.00%) | aisleInterleavedDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | aisleInterleavedWorse=false | standardFamily=COMPLETE_CABIN | aisleInterleavedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:18
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 4
Scenario seed: 7274058025060234938

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 75.88%
Aisle-assignment balance: 93.86%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2365
Passengers seated: 226/228
Average waiting ticks: 398.28
Longest waiting passenger: P227->28F(LEFT)
Longest waiting ticks: 2283

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1789
Maximum occupied tiles: 14
Seat events: 119
Single-blocker events: 33
Multiple-blocker events: 12
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 1509
Maximum occupied tiles: 10
Seat events: 107
Single-blocker events: 23
Multiple-blocker events: 10
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1622
Reservations granted: 1622
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4118
Longest unresolved passenger ID: 146
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 1
Longest dependency chain: P146(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 146
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8146
Total stationary ticks: 94195
Seat-event requests: 1739
Failed seat-event starts: 1513

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 146
Critical blocker identity: P146->30F(LEFT)
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 1
Critical tree depth: 1
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P146(30F/LEFT/WAITING_FOR_SEAT_EVENT)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1513
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 538
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 31|32|33
Current unavailable yield tiles: 31|32|33
Current yield-tile occupants: -1|-1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1739\nPrecedence substitutions made: 2\nDependency chains followed: 1509\nBlocked by waiting-row occupant: 1509\nSubstituted events started: 2\nOccupied-space rejections: 1514\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:18
Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 4
Scenario seed: 7274058025060234938

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 75.88%
Aisle-assignment balance: 93.86%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2351
Passengers seated: 226/228
Average waiting ticks: 400.78
Longest waiting passenger: P227->28F(LEFT)
Longest waiting ticks: 2268

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1789
Maximum occupied tiles: 15
Seat events: 119
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 63

RIGHT AISLE
-----------
Total moves: 1509
Maximum occupied tiles: 15
Seat events: 107
Single-blocker events: 23
Multiple-blocker events: 8
Temporary aisle reoccupations: 40

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1765
Reservations granted: 1765
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6165
Longest unresolved passenger ID: 146
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 1
Longest dependency chain: P146(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 146
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 11169
Total stationary ticks: 96706
Seat-event requests: 1882
Failed seat-event starts: 1656

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 146
Critical blocker identity: P146->30F(LEFT)
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 1
Critical tree depth: 1
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P146(30F/LEFT/WAITING_FOR_SEAT_EVENT)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1656
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1656
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 1176
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 31|32|33
Current unavailable yield tiles: 31|32|33
Current yield-tile occupants: -1|-1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1882\nPrecedence substitutions made: 3\nDependency chains followed: 1656\nBlocked by waiting-row occupant: 1656\nSubstituted events started: 5\nOccupied-space rejections: 1658\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 04 | standardDataset=226/228 (99.12%) | aisleInterleavedDataset=226/228 (99.12%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | aisleInterleavedWorse=false | standardFamily=REAR_BOUNDARY_LOCK | aisleInterleavedFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:18
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 5
Scenario seed: -6917015326788615388

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.43%
Blocker-prone seat share (topology component): 65.71%
Aisle-assignment balance: 94.69%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2418
Passengers seated: 239/245
Average waiting ticks: 410.04
Longest waiting passenger: P89->32A(LEFT)
Longest waiting ticks: 2351

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 3
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 6
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1803
Regions dissolved: 0
Repeated reconstructions avoided: 1803
Largest region lifetime: 1804
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1804:occupied=6
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1677
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 14
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 10
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 2014
Maximum occupied tiles: 12
Seat events: 129
Single-blocker events: 29
Multiple-blocker events: 9
Temporary aisle reoccupations: 47

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 84
Reservations granted: 84
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 5
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 9039
Longest unresolved passenger ID: 50
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 6
Longest dependency chain: P153(29A/LEFT) -> P175(30B/LEFT) -> P210(30C/LEFT) -> P107(32E/LEFT) -> P50(32D/LEFT) -> P89(32A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 153
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 5
Total blocked ticks: 15892
Total stationary ticks: 112835
Seat-event requests: 1931
Failed seat-event starts: 1692

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 89
Critical blocker identity: P89->32A(LEFT)
Direct fan-out: 1
Total indirect descendants: 5
Critical tree size including blocker: 6
Critical tree depth: 6
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P89(32A/LEFT/WAITING_FOR_SEAT_EVENT)
  P50(32D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P107(32E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P210(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P175(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P153(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1687
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 1
Critical blocker required yield tiles: 33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 1687
Middle-bank reservation failures: 0
Active-event deferrals: 579
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1931\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:18
Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 5
Scenario seed: -6917015326788615388

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Row-zone concentration (diagnostic control): 31.43%
Blocker-prone seat share (topology component): 65.71%
Aisle-assignment balance: 94.69%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 900
Passengers seated: 245/245
Average waiting ticks: 409.07
Longest waiting passenger: P230->4F(RIGHT)
Longest waiting ticks: 876

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1785
Maximum occupied tiles: 17
Seat events: 116
Single-blocker events: 33
Multiple-blocker events: 10
Temporary aisle reoccupations: 53

RIGHT AISLE
-----------
Total moves: 2014
Maximum occupied tiles: 16
Seat events: 129
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 87
Reservations granted: 83
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7416
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8182
Total stationary ticks: 106713
Seat-event requests: 247
Failed seat-event starts: 2

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 443
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 2
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 443
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 05 | standardDataset=239/245 (97.55%) | aisleInterleavedDataset=245/245 (100.00%) | seatedDelta=+6 | completionDelta=+2.45% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | aisleInterleavedWorse=false | standardFamily=REAR_BOUNDARY_LOCK | aisleInterleavedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:18
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 6
Scenario seed: -6052676718379281108

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.09%
Blocker-prone seat share (topology component): 61.42%
Aisle-assignment balance: 98.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1176
Passengers seated: 324/324
Average waiting ticks: 531.73
Longest waiting passenger: P170->33I(RIGHT)
Longest waiting ticks: 1101

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=2:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 32
Regions dissolved: 2
Repeated reconstructions avoided: 32
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2704
Maximum occupied tiles: 15
Seat events: 159
Single-blocker events: 38
Multiple-blocker events: 16
Temporary aisle reoccupations: 75

RIGHT AISLE
-----------
Total moves: 2998
Maximum occupied tiles: 16
Seat events: 165
Single-blocker events: 54
Multiple-blocker events: 18
Temporary aisle reoccupations: 93

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 145
Reservations granted: 142
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7449
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9042
Total stationary ticks: 178799
Seat-event requests: 340
Failed seat-event starts: 16

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 755
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 16
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 755
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 343\nPrecedence substitutions made: 9\nDependency chains followed: 11\nBlocked by waiting-row occupant: 11\nSubstituted events started: 10\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:18
Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 6
Scenario seed: -6052676718379281108

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Row-zone concentration (diagnostic control): 28.09%
Blocker-prone seat share (topology component): 61.42%
Aisle-assignment balance: 98.15%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2623
Passengers seated: 319/324
Average waiting ticks: 542.96
Longest waiting passenger: P95->35F(RIGHT)
Longest waiting ticks: 2513

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 6
Last cluster decision: LEFT:region=R4:age=2:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 2300
Regions dissolved: 3
Repeated reconstructions avoided: 2300
Largest region lifetime: 2262
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: TRACK:R1:age=2262:localMembers=3
Confirmation deferral ticks: 7
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2704
Maximum occupied tiles: 20
Seat events: 159
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 75

RIGHT AISLE
-----------
Total moves: 2993
Maximum occupied tiles: 19
Seat events: 160
Single-blocker events: 52
Multiple-blocker events: 16
Temporary aisle reoccupations: 86

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1851
Reservations granted: 1849
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 11790
Longest unresolved passenger ID: 122
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P122(36H/RIGHT) -> P95(35F/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 122
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 24490
Total stationary ticks: 191125
Seat-event requests: 2050
Failed seat-event starts: 1731

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 95
Critical blocker identity: P95->35F(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P95(35F/RIGHT/WAITING_FOR_SEAT_EVENT)
  P122(36H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 2055
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 1
Critical blocker required yield tiles: 36
Critical blocker unavailable yield tiles: 36
Critical blocker yield-tile occupants: 13
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1731
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 2055
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[13]: P13(36E/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P13->36E(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: P13{seat=36E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=281,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 36
Current unavailable yield tiles: 36
Current yield-tile occupants: 13
Final row-event chain: 95|13
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2050\nPrecedence substitutions made: 8\nDependency chains followed: 29\nBlocked by waiting-row occupant: 29\nSubstituted events started: 11\nOccupied-space rejections: 1746\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 06 | standardDataset=324/324 (100.00%) | aisleInterleavedDataset=319/324 (98.46%) | seatedDelta=-5 | completionDelta=-1.54% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | aisleInterleavedWorse=true | standardFamily=COMPLETE_CABIN | aisleInterleavedFamily=LINKED_ROW_EVENT_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:18
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 7
Scenario seed: -4884639050347842300

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 67.15%
Aisle-assignment balance: 95.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1030
Passengers seated: 274/274
Average waiting ticks: 463.15
Longest waiting passenger: P183->19E(RIGHT)
Longest waiting ticks: 980

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles21-23:occupied=3:anchor=P164:selected=P134:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2017
Maximum occupied tiles: 14
Seat events: 131
Single-blocker events: 38
Multiple-blocker events: 12
Temporary aisle reoccupations: 62

RIGHT AISLE
-----------
Total moves: 2235
Maximum occupied tiles: 10
Seat events: 143
Single-blocker events: 48
Multiple-blocker events: 14
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 98
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4791
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5929
Total stationary ticks: 130757
Seat-event requests: 286
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 595
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 595
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 285\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:18
Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 7
Scenario seed: -4884639050347842300

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 67.15%
Aisle-assignment balance: 95.62%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 1909
Passengers seated: 86/274
Average waiting ticks: 1033.33
Longest waiting passenger: P0->10C(LEFT)
Longest waiting ticks: 1909

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 40
Cluster candidates evaluated: 74
Executable cluster candidates: 0
Rejected cluster candidates: 74
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 32
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 3325
Regions dissolved: 0
Repeated reconstructions avoided: 3325
Largest region lifetime: 1670
Maximum simultaneous active regions: 2
Regions active at termination: 2
Last lifecycle event: UPDATE:R2:age=1657:occupied=32
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1597
State changes reopening evaluation: 38
Region priority competitions: 1556
Regions ranked: 3112
Hierarchical selections: 1556
Lower-priority evaluations deferred: 1536
Highest selected priority score: 35310
Left/right priority wins: 82/1474
Priority ties: 0
Last priority decision: LEFT:R1:score=33110 | RIGHT:R2:score=35310 | selected=RIGHT

LEFT AISLE
----------
Total moves: 1286
Maximum occupied tiles: 30
Seat events: 35
Single-blocker events: 8
Multiple-blocker events: 1
Temporary aisle reoccupations: 10

RIGHT AISLE
-----------
Total moves: 1646
Maximum occupied tiles: 32
Seat events: 51
Single-blocker events: 12
Multiple-blocker events: 1
Temporary aisle reoccupations: 14

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1669
Reservations granted: 1665
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 126
Remaining moving in aisle: 54
Remaining waiting at row: 8
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 85198
Longest unresolved passenger ID: 0
Longest unresolved row: 10
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 24
Longest dependency chain: P210(13A/LEFT) -> P50(20A/LEFT) -> P48(14D/LEFT) -> P170(14C/LEFT) -> P80(19C/LEFT) -> P199(16B/LEFT) -> P189(16A/LEFT) -> P251(13F/LEFT) -> P6(22D/LEFT) -> P35(20E/LEFT) -> P273(15C/LEFT) -> P123(22A/LEFT) -> P30(23B/LEFT) -> P94(19F/LEFT) -> P26(18C/LEFT) -> P2(18A/LEFT) -> P130(21C/LEFT) -> P108(21A/LEFT) -> P222(23C/LEFT) -> P176(22F/LEFT) -> P265(23E/LEFT) -> P18(23A/LEFT) -> P267(30A/LEFT) -> P87(24F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 210
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 54
Total blocked ticks: 102708
Total stationary ticks: 372402
Seat-event requests: 3279
Failed seat-event starts: 3193

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 87
Critical blocker identity: P87->24F(LEFT)
Direct fan-out: 1
Total indirect descendants: 23
Critical tree size including blocker: 24
Critical tree depth: 24
Frozen internal components: 8
Terminal WAITING_FOR_SEAT_EVENT nodes: 8
Unresolved internal passengers: 62
Unresolved outside passengers: 126
Unresolved internal passengers outside critical tree: 38
Critical blocker tree:
P87(24F/LEFT/WAITING_FOR_SEAT_EVENT)
  P267(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P18(23A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P265(23E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P176(22F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P222(23C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P108(21A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P130(21C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P2(18A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P26(18C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P94(19F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P30(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P123(22A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P273(15C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P35(20E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P6(22D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P251(13F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P189(16A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P199(16B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P80(19C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P170(14C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P48(14D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P50(20A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P210(13A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 3175
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 25|26
Critical blocker unavailable yield tiles: 26
Critical blocker yield-tile occupants: 202
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 6
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 3175
Rear-boundary failures: 18
Middle-bank reservation failures: 4
Active-event deferrals: 407
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 3
Yield-occupant trace: yieldOccupant[202]: P202(29A/LEFT/MOVING_IN_AISLE@tile26) -> P214(29C/LEFT/MOVING_IN_AISLE@tile27) -> P107(28E/LEFT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P107->28E(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P202{seat=29A,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=26,directBlocker=214,lastMoveTick=243,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 25|26
Current unavailable yield tiles: 26
Current yield-tile occupants: 202
Final row-event chain: 87|202|214|107
Final row-event chain length: 4
Distinct row events in chain: 4
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 8
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3283\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 3214\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 07 | standardDataset=274/274 (100.00%) | aisleInterleavedDataset=86/274 (31.39%) | seatedDelta=-188 | completionDelta=-68.61% | outsideDelta=+126 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | aisleInterleavedWorse=true | standardFamily=COMPLETE_CABIN | aisleInterleavedFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:18
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 8
Scenario seed: 5987859498965562411

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.77%
Blocker-prone seat share (topology component): 76.56%
Aisle-assignment balance: 93.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 722
Passengers seated: 192/192
Average waiting ticks: 309.84
Longest waiting passenger: P6->4H(RIGHT)
Longest waiting ticks: 667

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1286
Maximum occupied tiles: 12
Seat events: 90
Single-blocker events: 17
Multiple-blocker events: 6
Temporary aisle reoccupations: 30

RIGHT AISLE
-----------
Total moves: 1496
Maximum occupied tiles: 11
Seat events: 102
Single-blocker events: 22
Multiple-blocker events: 7
Temporary aisle reoccupations: 37

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 99
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3347
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4372
Total stationary ticks: 62355
Seat-event requests: 198
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 512
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 198\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:18
Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 8
Scenario seed: 5987859498965562411

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Row-zone concentration (diagnostic control): 31.77%
Blocker-prone seat share (topology component): 76.56%
Aisle-assignment balance: 93.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 703
Passengers seated: 192/192
Average waiting ticks: 314.05
Longest waiting passenger: P6->4H(RIGHT)
Longest waiting ticks: 682

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1286
Maximum occupied tiles: 13
Seat events: 90
Single-blocker events: 17
Multiple-blocker events: 5
Temporary aisle reoccupations: 28

RIGHT AISLE
-----------
Total moves: 1496
Maximum occupied tiles: 17
Seat events: 102
Single-blocker events: 24
Multiple-blocker events: 7
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 97
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5567
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6318
Total stationary ticks: 65238
Seat-event requests: 196
Failed seat-event starts: 4

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 409
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 4
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 409
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 197\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 08 | standardDataset=192/192 (100.00%) | aisleInterleavedDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | aisleInterleavedWorse=false | standardFamily=COMPLETE_CABIN | aisleInterleavedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:18
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 9
Scenario seed: 7140648722707885309

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.26%
Blocker-prone seat share (topology component): 73.15%
Aisle-assignment balance: 95.37%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 808
Passengers seated: 216/216
Average waiting ticks: 349.20
Longest waiting passenger: P151->29F(LEFT)
Longest waiting ticks: 737

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 51
Regions dissolved: 2
Repeated reconstructions avoided: 51
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1614
Maximum occupied tiles: 12
Seat events: 113
Single-blocker events: 26
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1539
Maximum occupied tiles: 12
Seat events: 103
Single-blocker events: 22
Multiple-blocker events: 9
Temporary aisle reoccupations: 42

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 119
Reservations granted: 119
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4087
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5106
Total stationary ticks: 78919
Seat-event requests: 224
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 487
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 487
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 224\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:18
Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 9
Scenario seed: 7140648722707885309

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Row-zone concentration (diagnostic control): 34.26%
Blocker-prone seat share (topology component): 73.15%
Aisle-assignment balance: 95.37%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2267
Passengers seated: 212/216
Average waiting ticks: 359.55
Longest waiting passenger: P195->29D(LEFT)
Longest waiting ticks: 2174

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 2034
Regions dissolved: 1
Repeated reconstructions avoided: 2034
Largest region lifetime: 2016
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2016:occupied=4
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1629
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1610
Maximum occupied tiles: 17
Seat events: 109
Single-blocker events: 23
Multiple-blocker events: 7
Temporary aisle reoccupations: 40

RIGHT AISLE
-----------
Total moves: 1539
Maximum occupied tiles: 16
Seat events: 103
Single-blocker events: 23
Multiple-blocker events: 8
Temporary aisle reoccupations: 42

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1763
Reservations granted: 1763
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6349
Longest unresolved passenger ID: 181
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P151(29F/LEFT) -> P181(30B/LEFT) -> P195(29D/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 151
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 15413
Total stationary ticks: 87327
Seat-event requests: 1867
Failed seat-event starts: 1655

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 195
Critical blocker identity: P195->29D(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 4
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P195(29D/LEFT/WAITING_FOR_SEAT_EVENT)
  P181(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P151(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1654
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 103
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1654
Rear-boundary failures: 1
Middle-bank reservation failures: 0
Active-event deferrals: 1177
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[103]: P103(30E/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P103->30E(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P103{seat=30E,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=174,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 30
Current unavailable yield tiles: 30
Current yield-tile occupants: 103
Final row-event chain: 195|103
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1867\nPrecedence substitutions made: 3\nDependency chains followed: 1651\nBlocked by waiting-row occupant: 1651\nSubstituted events started: 4\nOccupied-space rejections: 1655\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 09 | standardDataset=216/216 (100.00%) | aisleInterleavedDataset=212/216 (98.15%) | seatedDelta=-4 | completionDelta=-1.85% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | aisleInterleavedWorse=true | standardFamily=COMPLETE_CABIN | aisleInterleavedFamily=LINKED_ROW_EVENT_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:18
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 10
Scenario seed: -4639142616902254495

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.81%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 97.92%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 697
Passengers seated: 192/192
Average waiting ticks: 306.85
Longest waiting passenger: P149->22C(LEFT)
Longest waiting ticks: 639

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 6
Last cluster decision: LEFT:tiles17-20:occupied=3:anchor=P130:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 20
Regions dissolved: 2
Repeated reconstructions avoided: 20
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1445
Maximum occupied tiles: 11
Seat events: 98
Single-blocker events: 25
Multiple-blocker events: 13
Temporary aisle reoccupations: 52

RIGHT AISLE
-----------
Total moves: 1338
Maximum occupied tiles: 11
Seat events: 94
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 108
Reservations granted: 106
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3566
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4804
Total stationary ticks: 62094
Seat-event requests: 208
Failed seat-event starts: 16

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 534
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 16
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 534
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 209\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:18
Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 10
Scenario seed: -4639142616902254495

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Row-zone concentration (diagnostic control): 32.81%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 97.92%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 680
Passengers seated: 192/192
Average waiting ticks: 307.34
Longest waiting passenger: P133->5B(LEFT)
Longest waiting ticks: 664

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1445
Maximum occupied tiles: 17
Seat events: 98
Single-blocker events: 28
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1338
Maximum occupied tiles: 16
Seat events: 94
Single-blocker events: 27
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 118
Reservations granted: 114
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5675
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6514
Total stationary ticks: 63972
Seat-event requests: 207
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 475
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 475
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 211\nPrecedence substitutions made: 5\nDependency chains followed: 18\nBlocked by waiting-row occupant: 18\nSubstituted events started: 5\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 10 | standardDataset=192/192 (100.00%) | aisleInterleavedDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | aisleInterleavedWorse=false | standardFamily=COMPLETE_CABIN | aisleInterleavedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:18
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 11
Scenario seed: 9123245050518735552

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 92.20%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2494
Passengers seated: 270/282
Average waiting ticks: 473.64
Longest waiting passenger: P24->24I(RIGHT)
Longest waiting ticks: 2455

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 12
Cluster candidates evaluated: 8
Executable cluster candidates: 1
Rejected cluster candidates: 7
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 12
Selected release potential total: 7
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1699
Regions dissolved: 1
Repeated reconstructions avoided: 1699
Largest region lifetime: 1651
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1651:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1535
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2077
Maximum occupied tiles: 13
Seat events: 130
Single-blocker events: 42
Multiple-blocker events: 16
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 2286
Maximum occupied tiles: 17
Seat events: 140
Single-blocker events: 40
Multiple-blocker events: 13
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 144
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16374
Longest unresolved passenger ID: 102
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 7
Longest dependency chain: P124(27G/RIGHT) -> P77(32I/RIGHT) -> P133(29G/RIGHT) -> P79(31G/RIGHT) -> P11(31I/RIGHT) -> P102(32E/RIGHT) -> P36(31D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 124
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 25823
Total stationary ticks: 153991
Seat-event requests: 1843
Failed seat-event starts: 1573

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 36
Critical blocker identity: P36->31D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 6
Critical tree size including blocker: 7
Critical tree depth: 7
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P36(31D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P102(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P11(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P79(31G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P133(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P77(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P124(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1520
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1520
Rear-boundary failures: 53
Middle-bank reservation failures: 5
Active-event deferrals: 804
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1847\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 1525\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:18
Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 11
Scenario seed: 9123245050518735552

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 92.20%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2111
Passengers seated: 120/282
Average waiting ticks: 1112.18
Longest waiting passenger: P0->8H(RIGHT)
Longest waiting ticks: 2111

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 31
Cluster candidates evaluated: 40
Executable cluster candidates: 0
Rejected cluster candidates: 40
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 31
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1882
Regions dissolved: 0
Repeated reconstructions avoided: 1882
Largest region lifetime: 1883
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1883:occupied=31
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1813
State changes reopening evaluation: 30
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1841
Maximum occupied tiles: 17
Seat events: 85
Single-blocker events: 28
Multiple-blocker events: 10
Temporary aisle reoccupations: 48

RIGHT AISLE
-----------
Total moves: 1328
Maximum occupied tiles: 31
Seat events: 35
Single-blocker events: 8
Multiple-blocker events: 1
Temporary aisle reoccupations: 10

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 50
Reservations granted: 50
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 131
Remaining moving in aisle: 28
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 51649
Longest unresolved passenger ID: 0
Longest unresolved row: 8
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 16
Longest dependency chain: P130(13H/RIGHT) -> P219(14D/RIGHT) -> P237(13E/RIGHT) -> P274(17F/RIGHT) -> P48(17H/RIGHT) -> P35(14I/RIGHT) -> P98(18G/RIGHT) -> P244(16H/RIGHT) -> P159(15H/RIGHT) -> P41(20H/RIGHT) -> P31(16E/RIGHT) -> P247(22I/RIGHT) -> P117(14H/RIGHT) -> P143(19H/RIGHT) -> P155(23E/RIGHT) -> P51(16I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 130
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 28
Total blocked ticks: 63585
Total stationary ticks: 370726
Seat-event requests: 1974
Failed seat-event starts: 1854

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 51
Critical blocker identity: P51->16I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 15
Critical tree size including blocker: 16
Critical tree depth: 16
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 31
Unresolved outside passengers: 131
Unresolved internal passengers outside critical tree: 15
Critical blocker tree:
P51(16I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P155(23E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P143(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P117(14H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P247(22I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P31(16E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P41(20H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P159(15H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P244(16H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P98(18G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P35(14I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P48(17H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P274(17F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P237(13E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P219(14D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P130(13H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1842
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 17
Critical blocker unavailable yield tiles: 17
Critical blocker yield-tile occupants: 10
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1842
Rear-boundary failures: 12
Middle-bank reservation failures: 0
Active-event deferrals: 324
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 8
Yield-occupant trace: yieldOccupant[10]: P10(21G/RIGHT/MOVING_IN_AISLE@tile17) -> P140(19F/RIGHT/MOVING_IN_AISLE@tile18) -> P99(21D/RIGHT/MOVING_IN_AISLE@tile19) -> P39(26D/RIGHT/MOVING_IN_AISLE@tile20) -> P268(32F/RIGHT/MOVING_IN_AISLE@tile21) -> P220(25G/RIGHT/MOVING_IN_AISLE@tile22) -> P185(32D/RIGHT/MOVING_IN_AISLE@tile23) -> P24(24I/RIGHT/WAITING_AT_ROW@tile24) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P24->24I(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P10{seat=21G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=17,directBlocker=140,lastMoveTick=276,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 17
Current unavailable yield tiles: 17
Current yield-tile occupants: 10
Final row-event chain: 51|10|140|99|39|268|220|185|24
Final row-event chain length: 9
Distinct row events in chain: 9
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1974\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 1861\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 11 | standardDataset=270/282 (95.74%) | aisleInterleavedDataset=120/282 (42.55%) | seatedDelta=-150 | completionDelta=-53.19% | outsideDelta=+131 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | aisleInterleavedWorse=true | standardFamily=REAR_BOUNDARY_LOCK | aisleInterleavedFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:18
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 12
Scenario seed: -1434714116839518672

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.74%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2303
Passengers seated: 225/235
Average waiting ticks: 409.68
Longest waiting passenger: P152->16G(RIGHT)
Longest waiting ticks: 2303

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 2
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 6
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1506
Regions dissolved: 0
Repeated reconstructions avoided: 1506
Largest region lifetime: 1507
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1507:occupied=6
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1498
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1538
Maximum occupied tiles: 13
Seat events: 111
Single-blocker events: 26
Multiple-blocker events: 11
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1747
Maximum occupied tiles: 12
Seat events: 114
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 47

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1620
Reservations granted: 1620
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 1
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 9530
Longest unresolved passenger ID: 152
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 6
Longest dependency chain: P133(17E/RIGHT) -> P153(17G/RIGHT) -> P205(24C/RIGHT) -> P9(19H/RIGHT) -> P76(26E/RIGHT) -> P67(6C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 133
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 18945
Total stationary ticks: 109018
Seat-event requests: 1734
Failed seat-event starts: 1509

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 67
Critical blocker identity: P67->6C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 5
Critical tree size including blocker: 6
Critical tree depth: 6
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 1
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P67(6C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P76(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P9(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P205(24C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P153(17G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P133(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1509
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 7|8|9
Critical blocker unavailable yield tiles: 9
Critical blocker yield-tile occupants: 204
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1509
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 513
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[204]: P204(25F/RIGHT/MOVING_IN_AISLE@tile9) -> P122(10C/RIGHT/WAITING_AT_ROW@tile10) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P122->10C(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P204{seat=25F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=9,directBlocker=122,lastMoveTick=791,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 7|8|9
Current unavailable yield tiles: 9
Current yield-tile occupants: 204
Final row-event chain: 67|204|122
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 1513\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:18
Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 12
Scenario seed: -1434714116839518672

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.74%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 1983
Passengers seated: 83/235
Average waiting ticks: 1125.65
Longest waiting passenger: P0->11D(LEFT)
Longest waiting ticks: 1983

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 33
Cluster candidates evaluated: 61
Executable cluster candidates: 0
Rejected cluster candidates: 61
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 30
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1859
Regions dissolved: 0
Repeated reconstructions avoided: 1859
Largest region lifetime: 1860
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1860:occupied=30
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1803
State changes reopening evaluation: 32
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1318
Maximum occupied tiles: 16
Seat events: 66
Single-blocker events: 15
Multiple-blocker events: 2
Temporary aisle reoccupations: 19

RIGHT AISLE
-----------
Total moves: 848
Maximum occupied tiles: 30
Seat events: 17
Single-blocker events: 4
Multiple-blocker events: 0
Temporary aisle reoccupations: 4

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1876
Reservations granted: 1876
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 122
Remaining moving in aisle: 27
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 49203
Longest unresolved passenger ID: 0
Longest unresolved row: 11
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 26
Longest dependency chain: P132(20D/RIGHT) -> P189(19D/RIGHT) -> P128(17D/RIGHT) -> P40(15E/RIGHT) -> P192(19C/RIGHT) -> P221(16D/RIGHT) -> P195(14G/RIGHT) -> P205(24C/RIGHT) -> P76(26E/RIGHT) -> P204(25F/RIGHT) -> P144(23H/RIGHT) -> P80(25C/RIGHT) -> P101(24H/RIGHT) -> P200(22F/RIGHT) -> P181(28E/RIGHT) -> P46(22E/RIGHT) -> P39(24D/RIGHT) -> P64(27F/RIGHT) -> P19(24F/RIGHT) -> P142(29H/RIGHT) -> P201(23G/RIGHT) -> P194(26G/RIGHT) -> P17(26H/RIGHT) -> P22(29C/RIGHT) -> P150(28G/RIGHT) -> P138(26D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 132
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 27
Total blocked ticks: 58611
Total stationary ticks: 317044
Seat-event requests: 1926
Failed seat-event starts: 1843

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 138
Critical blocker identity: P138->26D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 25
Critical tree size including blocker: 26
Critical tree depth: 26
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 30
Unresolved outside passengers: 122
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P138(26D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P150(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P22(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P17(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P194(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P201(23G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P142(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P19(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P64(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P39(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P46(22E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P181(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P200(22F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P101(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P80(25C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P144(23H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P204(25F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P76(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P205(24C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P195(14G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P221(16D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P192(19C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P40(15E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P128(17D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P189(19D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P132(20D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1836
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 27
Critical blocker unavailable yield tiles: 27
Critical blocker yield-tile occupants: 56
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 3
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1836
Rear-boundary failures: 7
Middle-bank reservation failures: 0
Active-event deferrals: 174
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[56]: P56(27H/RIGHT/WAITING_AT_ROW@tile27) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P56->27H(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P56{seat=27H,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=27,directBlocker=-1,lastMoveTick=127,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 27
Current unavailable yield tiles: 27
Current yield-tile occupants: 56
Final row-event chain: 138|56
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1926\nPrecedence substitutions made: 1\nDependency chains followed: 1833\nBlocked by waiting-row occupant: 1833\nSubstituted events started: 1\nOccupied-space rejections: 7364\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 12 | standardDataset=225/235 (95.74%) | aisleInterleavedDataset=83/235 (35.32%) | seatedDelta=-142 | completionDelta=-60.43% | outsideDelta=+121 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | aisleInterleavedWorse=true | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | aisleInterleavedFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:18
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 13
Scenario seed: 7696226853648624445

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 59.65%
Aisle-assignment balance: 94.74%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1267
Passengers seated: 342/342
Average waiting ticks: 562.98
Longest waiting passenger: P1->23E(LEFT)
Longest waiting ticks: 1201

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 48
Regions dissolved: 3
Repeated reconstructions avoided: 48
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=23
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3204
Maximum occupied tiles: 14
Seat events: 180
Single-blocker events: 52
Multiple-blocker events: 25
Temporary aisle reoccupations: 106

RIGHT AISLE
-----------
Total moves: 2845
Maximum occupied tiles: 13
Seat events: 162
Single-blocker events: 41
Multiple-blocker events: 29
Temporary aisle reoccupations: 105

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 156
Reservations granted: 154
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7845
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9443
Total stationary ticks: 199282
Seat-event requests: 358
Failed seat-event starts: 16

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 766
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 16
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 766
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 360\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:18
Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 13
Scenario seed: 7696226853648624445

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 59.65%
Aisle-assignment balance: 94.74%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1254
Passengers seated: 342/342
Average waiting ticks: 568.80
Longest waiting passenger: P183->9G(LEFT)
Longest waiting ticks: 1218

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: LEFT:tiles1-5:occupied=5:anchor=P309:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 51
Regions dissolved: 2
Repeated reconstructions avoided: 51
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=23
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3204
Maximum occupied tiles: 20
Seat events: 180
Single-blocker events: 53
Multiple-blocker events: 28
Temporary aisle reoccupations: 114

RIGHT AISLE
-----------
Total moves: 2845
Maximum occupied tiles: 19
Seat events: 162
Single-blocker events: 39
Multiple-blocker events: 26
Temporary aisle reoccupations: 97

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 152
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 12550
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 14152
Total stationary ticks: 205943
Seat-event requests: 362
Failed seat-event starts: 20

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 787
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 787
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 368\nPrecedence substitutions made: 9\nDependency chains followed: 10\nBlocked by waiting-row occupant: 10\nSubstituted events started: 11\nOccupied-space rejections: 33\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 13 | standardDataset=342/342 (100.00%) | aisleInterleavedDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | aisleInterleavedWorse=false | standardFamily=COMPLETE_CABIN | aisleInterleavedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:18
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 14
Scenario seed: 287374858204591444

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.82%
Blocker-prone seat share (topology component): 67.57%
Aisle-assignment balance: 96.53%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 954
Passengers seated: 259/259
Average waiting ticks: 431.82
Longest waiting passenger: P123->9C(LEFT)
Longest waiting ticks: 913

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2026
Maximum occupied tiles: 10
Seat events: 134
Single-blocker events: 29
Multiple-blocker events: 19
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2033
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 34
Multiple-blocker events: 8
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 89
Reservations granted: 86
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4974
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5984
Total stationary ticks: 115920
Seat-event requests: 265
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 547
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 547
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 268\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:18
Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 14
Scenario seed: 287374858204591444

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Row-zone concentration (diagnostic control): 32.82%
Blocker-prone seat share (topology component): 67.57%
Aisle-assignment balance: 96.53%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 943
Passengers seated: 259/259
Average waiting ticks: 427.27
Longest waiting passenger: P123->9C(LEFT)
Longest waiting ticks: 923

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles25-28:occupied=3:anchor=P43:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2026
Maximum occupied tiles: 18
Seat events: 134
Single-blocker events: 30
Multiple-blocker events: 18
Temporary aisle reoccupations: 66

RIGHT AISLE
-----------
Total moves: 2033
Maximum occupied tiles: 17
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 8
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 90
Reservations granted: 86
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8501
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9421
Total stationary ticks: 118206
Seat-event requests: 273
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 513
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 513
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 276\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 14 | standardDataset=259/259 (100.00%) | aisleInterleavedDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | aisleInterleavedWorse=false | standardFamily=COMPLETE_CABIN | aisleInterleavedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:18
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 15
Scenario seed: -3331492774947506373

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.09%
Blocker-prone seat share (topology component): 59.57%
Aisle-assignment balance: 97.53%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1183
Passengers seated: 324/324
Average waiting ticks: 542.25
Longest waiting passenger: P132->4E(LEFT)
Longest waiting ticks: 1114

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 4
Cluster candidates evaluated: 3
Executable cluster candidates: 1
Rejected cluster candidates: 2
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 84
Regions dissolved: 3
Repeated reconstructions avoided: 84
Largest region lifetime: 40
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=28
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2764
Maximum occupied tiles: 14
Seat events: 166
Single-blocker events: 52
Multiple-blocker events: 23
Temporary aisle reoccupations: 100

RIGHT AISLE
-----------
Total moves: 2817
Maximum occupied tiles: 15
Seat events: 158
Single-blocker events: 37
Multiple-blocker events: 29
Temporary aisle reoccupations: 102

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 151
Reservations granted: 148
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6380
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8094
Total stationary ticks: 180963
Seat-event requests: 350
Failed seat-event starts: 26

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 915
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 25
Rear-boundary failures: 1
Middle-bank reservation failures: 3
Active-event deferrals: 915
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 352\nPrecedence substitutions made: 3\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 4\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:18
Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 15
Scenario seed: -3331492774947506373

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Row-zone concentration (diagnostic control): 28.09%
Blocker-prone seat share (topology component): 59.57%
Aisle-assignment balance: 97.53%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2654
Passengers seated: 316/324
Average waiting ticks: 560.84
Longest waiting passenger: P281->30F(LEFT)
Longest waiting ticks: 2589

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 4
Cluster candidates evaluated: 12
Executable cluster candidates: 3
Rejected cluster candidates: 9
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 8
Selected release potential total: 5
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 2393
Regions dissolved: 2
Repeated reconstructions avoided: 2393
Largest region lifetime: 2362
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=2362:occupied=8
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1725
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2752
Maximum occupied tiles: 21
Seat events: 158
Single-blocker events: 47
Multiple-blocker events: 21
Temporary aisle reoccupations: 93

RIGHT AISLE
-----------
Total moves: 2817
Maximum occupied tiles: 20
Seat events: 158
Single-blocker events: 37
Multiple-blocker events: 28
Temporary aisle reoccupations: 99

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1865
Reservations granted: 1857
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 10668
Longest unresolved passenger ID: 165
Longest unresolved row: 35
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P201(33A/LEFT) -> P17(36E/LEFT) -> P165(35A/LEFT) -> P30(34B/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 201
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 30851
Total stationary ticks: 200565
Seat-event requests: 2065
Failed seat-event starts: 1749

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 30
Critical blocker identity: P30->34B(LEFT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 8
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P30(34B/LEFT/WAITING_FOR_SEAT_EVENT)
  P165(35A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P17(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P201(33A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 2719
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 1
Critical blocker required yield tiles: 35
Critical blocker unavailable yield tiles: 35
Critical blocker yield-tile occupants: 232
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 4
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1748
Rear-boundary failures: 1
Middle-bank reservation failures: 8
Active-event deferrals: 2719
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[232]: P232(35B/LEFT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P232->35B(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: P232{seat=35B,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=290,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 35
Current unavailable yield tiles: 35
Current yield-tile occupants: 232
Final row-event chain: 30|232
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2072\nPrecedence substitutions made: 4\nDependency chains followed: 14\nBlocked by waiting-row occupant: 23\nSubstituted events started: 7\nOccupied-space rejections: 3646\nMaximum scheduling-chain depth: 3\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 15 | standardDataset=324/324 (100.00%) | aisleInterleavedDataset=316/324 (97.53%) | seatedDelta=-8 | completionDelta=-2.47% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | aisleInterleavedWorse=true | standardFamily=COMPLETE_CABIN | aisleInterleavedFamily=LINKED_ROW_EVENT_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:18
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 16
Scenario seed: 8970029813061739148

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.38%
Blocker-prone seat share (topology component): 75.52%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 675
Passengers seated: 192/192
Average waiting ticks: 307.57
Longest waiting passenger: P181->4E(RIGHT)
Longest waiting ticks: 641

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 4
Regions dissolved: 1
Repeated reconstructions avoided: 4
Largest region lifetime: 5
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1381
Maximum occupied tiles: 14
Seat events: 96
Single-blocker events: 19
Multiple-blocker events: 5
Temporary aisle reoccupations: 32

RIGHT AISLE
-----------
Total moves: 1434
Maximum occupied tiles: 13
Seat events: 96
Single-blocker events: 24
Multiple-blocker events: 10
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 99
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3651
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4556
Total stationary ticks: 62139
Seat-event requests: 198
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 473
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 473
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 198\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:18
Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 16
Scenario seed: 8970029813061739148

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Row-zone concentration (diagnostic control): 34.38%
Blocker-prone seat share (topology component): 75.52%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 670
Passengers seated: 192/192
Average waiting ticks: 306.59
Longest waiting passenger: P163->7A(LEFT)
Longest waiting ticks: 651

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 38
Regions dissolved: 3
Repeated reconstructions avoided: 38
Largest region lifetime: 16
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=12
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1381
Maximum occupied tiles: 17
Seat events: 96
Single-blocker events: 20
Multiple-blocker events: 5
Temporary aisle reoccupations: 33

RIGHT AISLE
-----------
Total moves: 1434
Maximum occupied tiles: 16
Seat events: 96
Single-blocker events: 27
Multiple-blocker events: 8
Temporary aisle reoccupations: 45

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 105
Reservations granted: 101
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5908
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6599
Total stationary ticks: 64114
Seat-event requests: 200
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 367
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 367
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 204\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 16 | standardDataset=192/192 (100.00%) | aisleInterleavedDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | aisleInterleavedWorse=false | standardFamily=COMPLETE_CABIN | aisleInterleavedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:18
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 17
Scenario seed: 3184604032099438634

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 74.56%
Aisle-assignment balance: 93.86%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 860
Passengers seated: 228/228
Average waiting ticks: 371.64
Longest waiting passenger: P46->28G(RIGHT)
Longest waiting ticks: 801

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 27
Regions dissolved: 1
Repeated reconstructions avoided: 27
Largest region lifetime: 28
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=28
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1552
Maximum occupied tiles: 13
Seat events: 107
Single-blocker events: 23
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1720
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 122
Reservations granted: 122
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4107
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5365
Total stationary ticks: 88256
Seat-event requests: 236
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 625
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 625
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 236\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:18
Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 17
Scenario seed: 3184604032099438634

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 74.56%
Aisle-assignment balance: 93.86%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 835
Passengers seated: 228/228
Average waiting ticks: 370.74
Longest waiting passenger: P171->4F(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 5
Clusters detected: 5
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles1-6:occupied=5:anchor=P206:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 5
Region updates: 79
Regions dissolved: 5
Repeated reconstructions avoided: 79
Largest region lifetime: 24
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R5:lifetime=24
Confirmation deferral ticks: 6
Regions reaching confirmation: 1
Regions dissolved before confirmation: 4
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1552
Maximum occupied tiles: 17
Seat events: 107
Single-blocker events: 22
Multiple-blocker events: 9
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1720
Maximum occupied tiles: 18
Seat events: 121
Single-blocker events: 29
Multiple-blocker events: 9
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 130
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7105
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7987
Total stationary ticks: 90885
Seat-event requests: 244
Failed seat-event starts: 16

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 447
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 16
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 447
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 17 | standardDataset=228/228 (100.00%) | aisleInterleavedDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=5 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | aisleInterleavedWorse=false | standardFamily=COMPLETE_CABIN | aisleInterleavedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:18
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 18
Scenario seed: 3120322730829782475

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.43%
Blocker-prone seat share (topology component): 60.13%
Aisle-assignment balance: 94.77%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1156
Passengers seated: 306/306
Average waiting ticks: 513.90
Longest waiting passenger: P231->18H(RIGHT)
Longest waiting ticks: 1102

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2475
Maximum occupied tiles: 14
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 16
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2744
Maximum occupied tiles: 12
Seat events: 161
Single-blocker events: 42
Multiple-blocker events: 21
Temporary aisle reoccupations: 88

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 136
Reservations granted: 136
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6095
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7295
Total stationary ticks: 162230
Seat-event requests: 320
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 655
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 655
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 320\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:18
Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 18
Scenario seed: 3120322730829782475

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Row-zone concentration (diagnostic control): 28.43%
Blocker-prone seat share (topology component): 60.13%
Aisle-assignment balance: 94.77%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2638
Passengers seated: 290/306
Average waiting ticks: 598.14
Longest waiting passenger: P4->9F(LEFT)
Longest waiting ticks: 2638

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles8-10:occupied=3:anchor=P287:selected=P212:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2392
Maximum occupied tiles: 19
Seat events: 129
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 2744
Maximum occupied tiles: 19
Seat events: 161
Single-blocker events: 43
Multiple-blocker events: 20
Temporary aisle reoccupations: 86

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1836
Reservations granted: 1836
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 12
Remaining moving in aisle: 1
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 9926
Longest unresolved passenger ID: 4
Longest unresolved row: 9
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P209(12F/LEFT) -> P192(5C/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 209
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 17859
Total stationary ticks: 193606
Seat-event requests: 2017
Failed seat-event starts: 1727

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 192
Critical blocker identity: P192->5C(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 4
Unresolved outside passengers: 12
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P192(5C/LEFT/WAITING_FOR_SEAT_EVENT)
  P209(12F/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1727
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1727
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 599
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2016\nPrecedence substitutions made: 8\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 11\nOccupied-space rejections: 1739\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 18 | standardDataset=306/306 (100.00%) | aisleInterleavedDataset=290/306 (94.77%) | seatedDelta=-16 | completionDelta=-5.23% | outsideDelta=+12 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | aisleInterleavedWorse=true | standardFamily=COMPLETE_CABIN | aisleInterleavedFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:18
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 19
Scenario seed: -1051365898326392422

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.04%
Blocker-prone seat share (topology component): 65.65%
Aisle-assignment balance: 98.26%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 821
Passengers seated: 230/230
Average waiting ticks: 371.58
Longest waiting passenger: P130->6H(RIGHT)
Longest waiting ticks: 768

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1771
Maximum occupied tiles: 12
Seat events: 113
Single-blocker events: 13
Multiple-blocker events: 7
Temporary aisle reoccupations: 27

RIGHT AISLE
-----------
Total moves: 1764
Maximum occupied tiles: 13
Seat events: 117
Single-blocker events: 35
Multiple-blocker events: 8
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 92
Reservations granted: 84
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4657
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5790
Total stationary ticks: 89533
Seat-event requests: 235
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 544
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 544
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:18
Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 19
Scenario seed: -1051365898326392422

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Row-zone concentration (diagnostic control): 33.04%
Blocker-prone seat share (topology component): 65.65%
Aisle-assignment balance: 98.26%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 818
Passengers seated: 230/230
Average waiting ticks: 372.60
Longest waiting passenger: P182->6I(RIGHT)
Longest waiting ticks: 795

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1771
Maximum occupied tiles: 16
Seat events: 113
Single-blocker events: 13
Multiple-blocker events: 7
Temporary aisle reoccupations: 27

RIGHT AISLE
-----------
Total moves: 1764
Maximum occupied tiles: 16
Seat events: 117
Single-blocker events: 33
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 86
Reservations granted: 84
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7123
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8044
Total stationary ticks: 92129
Seat-event requests: 234
Failed seat-event starts: 4

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 459
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 4
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 459
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 236\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 19 | standardDataset=230/230 (100.00%) | aisleInterleavedDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | aisleInterleavedWorse=false | standardFamily=COMPLETE_CABIN | aisleInterleavedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:18
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 20
Scenario seed: -1169396298556200010

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 29.80%
Blocker-prone seat share (topology component): 65.31%
Aisle-assignment balance: 96.33%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 906
Passengers seated: 245/245
Average waiting ticks: 398.45
Longest waiting passenger: P186->32E(RIGHT)
Longest waiting ticks: 847

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:tiles10-13:occupied=3:anchor=P242:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 13
Regions dissolved: 1
Repeated reconstructions avoided: 13
Largest region lifetime: 14
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=14
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1773
Maximum occupied tiles: 11
Seat events: 118
Single-blocker events: 31
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

RIGHT AISLE
-----------
Total moves: 1904
Maximum occupied tiles: 11
Seat events: 127
Single-blocker events: 32
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 89
Reservations granted: 89
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4534
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5456
Total stationary ticks: 101373
Seat-event requests: 255
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 435
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 435
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 254\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:18
Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 20
Scenario seed: -1169396298556200010

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Row-zone concentration (diagnostic control): 29.80%
Blocker-prone seat share (topology component): 65.31%
Aisle-assignment balance: 96.33%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2368
Passengers seated: 241/245
Average waiting ticks: 405.83
Longest waiting passenger: P79->31D(RIGHT)
Longest waiting ticks: 2269

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 7
Regions dissolved: 1
Repeated reconstructions avoided: 7
Largest region lifetime: 8
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=8
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1772
Maximum occupied tiles: 16
Seat events: 116
Single-blocker events: 29
Multiple-blocker events: 11
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 1902
Maximum occupied tiles: 17
Seat events: 125
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1731
Reservations granted: 1731
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7513
Longest unresolved passenger ID: 118
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P118(32C/LEFT) -> P201(32A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 118
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 16922
Total stationary ticks: 110376
Seat-event requests: 3596
Failed seat-event starts: 3355

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 79
Critical blocker identity: P79->31D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 4
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P79(31D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P186(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 3348
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 7
Rear-boundary failures: 3348
Middle-bank reservation failures: 0
Active-event deferrals: 1188
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3596\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 20 | standardDataset=245/245 (100.00%) | aisleInterleavedDataset=241/245 (98.37%) | seatedDelta=-4 | completionDelta=-1.63% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | aisleInterleavedWorse=true | standardFamily=COMPLETE_CABIN | aisleInterleavedFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:18
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 21
Scenario seed: -5845335927644343041

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.43%
Blocker-prone seat share (topology component): 69.57%
Aisle-assignment balance: 98.26%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 815
Passengers seated: 230/230
Average waiting ticks: 371.47
Longest waiting passenger: P7->2E(LEFT)
Longest waiting ticks: 763

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 3
Executable cluster candidates: 3
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: RIGHT:tiles13-16:occupied=4:anchor=P120:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 34
Regions dissolved: 1
Repeated reconstructions avoided: 34
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=35
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1791
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 34
Multiple-blocker events: 4
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1688
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 36
Multiple-blocker events: 7
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 87
Reservations granted: 85
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4386
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5681
Total stationary ticks: 89287
Seat-event requests: 237
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 616
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 616
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 237\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 4\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:18
Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 21
Scenario seed: -5845335927644343041

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Row-zone concentration (diagnostic control): 30.43%
Blocker-prone seat share (topology component): 69.57%
Aisle-assignment balance: 98.26%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 817
Passengers seated: 230/230
Average waiting ticks: 375.12
Longest waiting passenger: P7->2E(LEFT)
Longest waiting ticks: 798

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles19-21:occupied=3:anchor=P211:selected=P33:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1791
Maximum occupied tiles: 17
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 6
Temporary aisle reoccupations: 44

RIGHT AISLE
-----------
Total moves: 1688
Maximum occupied tiles: 17
Seat events: 113
Single-blocker events: 38
Multiple-blocker events: 5
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 83
Reservations granted: 81
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6979
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7859
Total stationary ticks: 92521
Seat-event requests: 235
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 438
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 438
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 236\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 21 | standardDataset=230/230 (100.00%) | aisleInterleavedDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | aisleInterleavedWorse=false | standardFamily=COMPLETE_CABIN | aisleInterleavedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:19
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 22
Scenario seed: 5901802720867875714

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.08%
Blocker-prone seat share (topology component): 58.68%
Aisle-assignment balance: 91.67%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2628
Passengers seated: 271/288
Average waiting ticks: 501.86
Longest waiting passenger: P233->22B(LEFT)
Longest waiting ticks: 2596

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 18
Cluster candidates evaluated: 22
Executable cluster candidates: 0
Rejected cluster candidates: 22
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 17
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2346
Regions dissolved: 0
Repeated reconstructions avoided: 2346
Largest region lifetime: 2347
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2347:occupied=17
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1931
State changes reopening evaluation: 17
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2236
Maximum occupied tiles: 21
Seat events: 115
Single-blocker events: 25
Multiple-blocker events: 12
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 2775
Maximum occupied tiles: 12
Seat events: 156
Single-blocker events: 43
Multiple-blocker events: 18
Temporary aisle reoccupations: 80

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 123
Reservations granted: 123
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 14
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 26853
Longest unresolved passenger ID: 285
Longest unresolved row: 35
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 13
Longest dependency chain: P157(29B/LEFT) -> P224(26G/LEFT) -> P193(28A/LEFT) -> P83(29F/LEFT) -> P29(32F/LEFT) -> P46(36G/LEFT) -> P152(36E/LEFT) -> P135(34B/LEFT) -> P139(34A/LEFT) -> P245(33A/LEFT) -> P63(34C/LEFT) -> P285(35D/LEFT) -> P68(35B/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 157
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 14
Total blocked ticks: 39581
Total stationary ticks: 175761
Seat-event requests: 2241
Failed seat-event starts: 1970

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 68
Critical blocker identity: P68->35B(LEFT)
Direct fan-out: 1
Total indirect descendants: 12
Critical tree size including blocker: 13
Critical tree depth: 13
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 17
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P68(35B/LEFT/WAITING_FOR_SEAT_EVENT)
  P285(35D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P63(34C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P245(33A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P139(34A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P135(34B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P152(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P46(36G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P29(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P83(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P193(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P224(26G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P157(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1969
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 1
Critical blocker required yield tiles: 36
Critical blocker unavailable yield tiles: 36
Critical blocker yield-tile occupants: 24
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 3
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1969
Rear-boundary failures: 1
Middle-bank reservation failures: 0
Active-event deferrals: 1081
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[24]: P24(36A/LEFT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P24->36A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: P24{seat=36A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=266,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 36
Current unavailable yield tiles: 36
Current yield-tile occupants: 24
Final row-event chain: 68|24
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2241\nPrecedence substitutions made: 1\nDependency chains followed: 193\nBlocked by waiting-row occupant: 193\nSubstituted events started: 1\nOccupied-space rejections: 1974\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:19
Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 22
Scenario seed: 5901802720867875714

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Row-zone concentration (diagnostic control): 27.08%
Blocker-prone seat share (topology component): 58.68%
Aisle-assignment balance: 91.67%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2253
Passengers seated: 130/288
Average waiting ticks: 1125.43
Longest waiting passenger: P0->10I(RIGHT)
Longest waiting ticks: 2253

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 55
Cluster candidates evaluated: 55
Executable cluster candidates: 0
Rejected cluster candidates: 55
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 36
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2114
Regions dissolved: 0
Repeated reconstructions avoided: 2114
Largest region lifetime: 2115
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2115:occupied=36
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1983
State changes reopening evaluation: 54
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1425
Maximum occupied tiles: 36
Seat events: 28
Single-blocker events: 4
Multiple-blocker events: 1
Temporary aisle reoccupations: 6

RIGHT AISLE
-----------
Total moves: 2456
Maximum occupied tiles: 18
Seat events: 102
Single-blocker events: 28
Multiple-blocker events: 6
Temporary aisle reoccupations: 40

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 56
Reservations granted: 56
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 122
Remaining moving in aisle: 34
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 66280
Longest unresolved passenger ID: 0
Longest unresolved row: 10
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 35
Longest dependency chain: P255(23B/LEFT) -> P8(18G/LEFT) -> P271(20E/LEFT) -> P92(22G/LEFT) -> P253(17B/LEFT) -> P241(19F/LEFT) -> P169(22C/LEFT) -> P257(19B/LEFT) -> P184(21E/LEFT) -> P275(15E/LEFT) -> P199(21D/LEFT) -> P176(14C/LEFT) -> P229(24C/LEFT) -> P235(24D/LEFT) -> P81(25E/LEFT) -> P49(22A/LEFT) -> P43(21C/LEFT) -> P204(24G/LEFT) -> P180(23C/LEFT) -> P202(25F/LEFT) -> P9(36C/LEFT) -> P166(26C/LEFT) -> P157(29B/LEFT) -> P224(26G/LEFT) -> P193(28A/LEFT) -> P83(29F/LEFT) -> P29(32F/LEFT) -> P46(36G/LEFT) -> P152(36E/LEFT) -> P135(34B/LEFT) -> P139(34A/LEFT) -> P245(33A/LEFT) -> P63(34C/LEFT) -> P285(35D/LEFT) -> P68(35B/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 255
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 34
Total blocked ticks: 77194
Total stationary ticks: 396218
Seat-event requests: 2176
Failed seat-event starts: 2046

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 68
Critical blocker identity: P68->35B(LEFT)
Direct fan-out: 1
Total indirect descendants: 34
Critical tree size including blocker: 35
Critical tree depth: 35
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 36
Unresolved outside passengers: 122
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P68(35B/LEFT/WAITING_FOR_SEAT_EVENT)
  P285(35D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P63(34C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P245(33A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P139(34A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P135(34B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P152(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P46(36G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P29(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P83(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P193(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P224(26G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P157(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P166(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P9(36C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P202(25F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P180(23C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P204(24G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P43(21C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P49(22A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P81(25E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P235(24D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P229(24C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P176(14C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                P199(21D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P275(15E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P184(21E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P257(19B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P169(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                          P241(19F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                            P253(17B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                              P92(22G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                                P271(20E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                                  P8(18G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                                    P255(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 2045
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 36
Critical blocker unavailable yield tiles: 36
Critical blocker yield-tile occupants: 24
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 2045
Rear-boundary failures: 1
Middle-bank reservation failures: 0
Active-event deferrals: 339
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[24]: P24(36A/LEFT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P24->36A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P24{seat=36A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=131,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 36
Current unavailable yield tiles: 36
Current yield-tile occupants: 24
Final row-event chain: 68|24
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2176\nPrecedence substitutions made: 1\nDependency chains followed: 2042\nBlocked by waiting-row occupant: 2042\nSubstituted events started: 1\nOccupied-space rejections: 2046\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 22 | standardDataset=271/288 (94.10%) | aisleInterleavedDataset=130/288 (45.14%) | seatedDelta=-141 | completionDelta=-48.96% | outsideDelta=+122 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | aisleInterleavedWorse=true | standardFamily=LINKED_ROW_EVENT_CHAIN | aisleInterleavedFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:19
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 23
Scenario seed: -5886756800942795092

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.61%
Blocker-prone seat share (topology component): 67.39%
Aisle-assignment balance: 97.39%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 844
Passengers seated: 230/230
Average waiting ticks: 385.89
Longest waiting passenger: P166->14H(RIGHT)
Longest waiting ticks: 818

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles9-12:occupied=3:anchor=P84:selected=P226:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1724
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1674
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 26
Multiple-blocker events: 11
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 75
Reservations granted: 74
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3907
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4803
Total stationary ticks: 91882
Seat-event requests: 240
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 490
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 490
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 240\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:19
Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 23
Scenario seed: -5886756800942795092

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Row-zone concentration (diagnostic control): 32.61%
Blocker-prone seat share (topology component): 67.39%
Aisle-assignment balance: 97.39%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 852
Passengers seated: 230/230
Average waiting ticks: 389.16
Longest waiting passenger: P92->11G(RIGHT)
Longest waiting ticks: 830

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1724
Maximum occupied tiles: 16
Seat events: 112
Single-blocker events: 30
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1674
Maximum occupied tiles: 16
Seat events: 118
Single-blocker events: 26
Multiple-blocker events: 9
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 78
Reservations granted: 75
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6369
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7227
Total stationary ticks: 95029
Seat-event requests: 235
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 507
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 507
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 8\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 23 | standardDataset=230/230 (100.00%) | aisleInterleavedDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | aisleInterleavedWorse=false | standardFamily=COMPLETE_CABIN | aisleInterleavedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:19
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 24
Scenario seed: -8002946322880410004

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 881
Passengers seated: 235/235
Average waiting ticks: 383.40
Longest waiting passenger: P13->10A(LEFT)
Longest waiting ticks: 823

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 12
Seat events: 124
Single-blocker events: 31
Multiple-blocker events: 16
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 1587
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 136
Reservations granted: 128
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4518
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5711
Total stationary ticks: 93972
Seat-event requests: 245
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 555
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 555
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 253\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:19
Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 24
Scenario seed: -8002946322880410004

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 383.91
Longest waiting passenger: P13->10A(LEFT)
Longest waiting ticks: 847

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 6
Selected release potential total: 7
Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 44
Regions dissolved: 3
Repeated reconstructions avoided: 44
Largest region lifetime: 28
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=8
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 18
Seat events: 124
Single-blocker events: 30
Multiple-blocker events: 18
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 1587
Maximum occupied tiles: 16
Seat events: 111
Single-blocker events: 32
Multiple-blocker events: 7
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 135
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7002
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7880
Total stationary ticks: 96346
Seat-event requests: 252
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 480
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 480
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 25\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 24 | standardDataset=235/235 (100.00%) | aisleInterleavedDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | aisleInterleavedWorse=false | standardFamily=COMPLETE_CABIN | aisleInterleavedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:19
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 25
Scenario seed: -6793887463250987477

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.38%
Aisle-assignment balance: 95.74%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2527
Passengers seated: 276/282
Average waiting ticks: 487.17
Longest waiting passenger: P197->31D(RIGHT)
Longest waiting ticks: 2476

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 3
Executable cluster candidates: 1
Rejected cluster candidates: 2
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1565
Regions dissolved: 1
Repeated reconstructions avoided: 1565
Largest region lifetime: 1558
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1558:occupied=6
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1524
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2082
Maximum occupied tiles: 13
Seat events: 135
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2295
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 36
Multiple-blocker events: 11
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1672
Reservations granted: 1672
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 6510
Longest unresolved passenger ID: 217
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P249(30F/RIGHT) -> P22(30H/RIGHT) -> P61(30D/RIGHT) -> P208(31F/RIGHT) -> P197(31D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 249
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 15659
Total stationary ticks: 147571
Seat-event requests: 1864
Failed seat-event starts: 1588

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 197
Critical blocker identity: P197->31D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P197(31D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P208(31F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P61(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P22(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P249(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1588
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 32
Critical blocker unavailable yield tiles: 32
Critical blocker yield-tile occupants: 217
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1588
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 802
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[217]: P217(32I/RIGHT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P217->32I(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P217{seat=32I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=32,directBlocker=-1,lastMoveTick=786,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 32
Current unavailable yield tiles: 32
Current yield-tile occupants: 217
Final row-event chain: 197|217
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1863\nPrecedence substitutions made: 3\nDependency chains followed: 1581\nBlocked by waiting-row occupant: 1581\nSubstituted events started: 5\nOccupied-space rejections: 1592\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:19
Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 25
Scenario seed: -6793887463250987477

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.38%
Aisle-assignment balance: 95.74%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2144
Passengers seated: 114/282
Average waiting ticks: 1166.40
Longest waiting passenger: P2->17I(RIGHT)
Longest waiting ticks: 2144

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 40
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 31
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1907
Regions dissolved: 0
Repeated reconstructions avoided: 1907
Largest region lifetime: 1908
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1908:occupied=31
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1851
State changes reopening evaluation: 39
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1783
Maximum occupied tiles: 16
Seat events: 84
Single-blocker events: 24
Multiple-blocker events: 8
Temporary aisle reoccupations: 40

RIGHT AISLE
-----------
Total moves: 1243
Maximum occupied tiles: 31
Seat events: 30
Single-blocker events: 7
Multiple-blocker events: 0
Temporary aisle reoccupations: 7

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 36
Reservations granted: 36
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 137
Remaining moving in aisle: 30
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 56362
Longest unresolved passenger ID: 2
Longest unresolved row: 17
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 31
Longest dependency chain: P247(15F/RIGHT) -> P131(19H/RIGHT) -> P117(20E/RIGHT) -> P199(13H/RIGHT) -> P21(15H/RIGHT) -> P278(20G/RIGHT) -> P240(19G/RIGHT) -> P184(17F/RIGHT) -> P62(16H/RIGHT) -> P51(17E/RIGHT) -> P156(23H/RIGHT) -> P260(15G/RIGHT) -> P112(20F/RIGHT) -> P58(21I/RIGHT) -> P223(20I/RIGHT) -> P110(24D/RIGHT) -> P276(25H/RIGHT) -> P249(30F/RIGHT) -> P22(30H/RIGHT) -> P61(30D/RIGHT) -> P208(31F/RIGHT) -> P265(27F/RIGHT) -> P14(29E/RIGHT) -> P120(27G/RIGHT) -> P238(28I/RIGHT) -> P274(29D/RIGHT) -> P237(30E/RIGHT) -> P197(31D/RIGHT) -> P217(32I/RIGHT) -> P185(32H/RIGHT) -> P109(31I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 247
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 30
Total blocked ticks: 63310
Total stationary ticks: 389582
Seat-event requests: 2012
Failed seat-event starts: 1898

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 109
Critical blocker identity: P109->31I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 30
Critical tree size including blocker: 31
Critical tree depth: 31
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 31
Unresolved outside passengers: 137
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P109(31I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P185(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P217(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P197(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P237(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P274(29D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P238(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P120(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P14(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P265(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P208(31F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P61(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P22(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P249(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P276(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P110(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P223(20I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P58(21I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P112(20F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P260(15G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P156(23H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P62(16H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P184(17F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P240(19G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P278(20G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P21(15H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P199(13H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P117(20E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                          P131(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                            P247(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1894
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 4
Rear-boundary failures: 1894
Middle-bank reservation failures: 0
Active-event deferrals: 182
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2012\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 25 | standardDataset=276/282 (97.87%) | aisleInterleavedDataset=114/282 (40.43%) | seatedDelta=-162 | completionDelta=-57.45% | outsideDelta=+137 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | aisleInterleavedWorse=true | standardFamily=LINKED_ROW_EVENT_CHAIN | aisleInterleavedFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:19
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 26
Scenario seed: 722007454514889823

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.49%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1287
Passengers seated: 353/353
Average waiting ticks: 586.65
Longest waiting passenger: P178->2A(LEFT)
Longest waiting ticks: 1226

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 90
Regions dissolved: 4
Repeated reconstructions avoided: 90
Largest region lifetime: 38
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3193
Maximum occupied tiles: 14
Seat events: 182
Single-blocker events: 45
Multiple-blocker events: 30
Temporary aisle reoccupations: 111

RIGHT AISLE
-----------
Total moves: 3005
Maximum occupied tiles: 13
Seat events: 171
Single-blocker events: 47
Multiple-blocker events: 24
Temporary aisle reoccupations: 101

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 160
Reservations granted: 157
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7774
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9701
Total stationary ticks: 213884
Seat-event requests: 378
Failed seat-event starts: 25

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 882
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 25
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 882
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 380\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 30\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:19
Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 26
Scenario seed: 722007454514889823

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.49%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1265
Passengers seated: 353/353
Average waiting ticks: 588.24
Longest waiting passenger: P178->2A(LEFT)
Longest waiting ticks: 1256

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3193
Maximum occupied tiles: 19
Seat events: 182
Single-blocker events: 46
Multiple-blocker events: 30
Temporary aisle reoccupations: 113

RIGHT AISLE
-----------
Total moves: 3005
Maximum occupied tiles: 19
Seat events: 171
Single-blocker events: 46
Multiple-blocker events: 24
Temporary aisle reoccupations: 99

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 147
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 12838
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 14108
Total stationary ticks: 219060
Seat-event requests: 366
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 735
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 735
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 369\nPrecedence substitutions made: 9\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 9\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 26 | standardDataset=353/353 (100.00%) | aisleInterleavedDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | aisleInterleavedWorse=false | standardFamily=COMPLETE_CABIN | aisleInterleavedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:19
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 27
Scenario seed: -5450447113087893164

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1282
Passengers seated: 353/353
Average waiting ticks: 599.70
Longest waiting passenger: P326->9H(RIGHT)
Longest waiting ticks: 1238

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2967
Maximum occupied tiles: 12
Seat events: 174
Single-blocker events: 46
Multiple-blocker events: 23
Temporary aisle reoccupations: 96

RIGHT AISLE
-----------
Total moves: 3223
Maximum occupied tiles: 12
Seat events: 179
Single-blocker events: 52
Multiple-blocker events: 30
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 150
Reservations granted: 150
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7466
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8940
Total stationary ticks: 217898
Seat-event requests: 366
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 762
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 762
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 366\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:19
Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 27
Scenario seed: -5450447113087893164

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2756
Passengers seated: 349/353
Average waiting ticks: 614.30
Longest waiting passenger: P228->34J(RIGHT)
Longest waiting ticks: 2652

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 4
Cluster candidates evaluated: 7
Executable cluster candidates: 1
Rejected cluster candidates: 6
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 7
Selected release potential total: 6
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 2452
Regions dissolved: 2
Repeated reconstructions avoided: 2452
Largest region lifetime: 2392
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=2392:occupied=4
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1733
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2967
Maximum occupied tiles: 18
Seat events: 174
Single-blocker events: 46
Multiple-blocker events: 23
Temporary aisle reoccupations: 96

RIGHT AISLE
-----------
Total moves: 3220
Maximum occupied tiles: 19
Seat events: 175
Single-blocker events: 51
Multiple-blocker events: 27
Temporary aisle reoccupations: 106

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 151
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 11924
Longest unresolved passenger ID: 31
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P31(36E/RIGHT) -> P228(34J/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 31
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 22897
Total stationary ticks: 229844
Seat-event requests: 2104
Failed seat-event starts: 1755

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 228
Critical blocker identity: P228->34J(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 4
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P228(34J/RIGHT/WAITING_FOR_SEAT_EVENT)
  P31(36E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 2307
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 35|36
Critical blocker unavailable yield tiles: 35|36
Critical blocker yield-tile occupants: 279|335
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1755
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 2307
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 1
Yield-occupant trace: yieldOccupant[279]: P279(35I/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[335]: P335(36J/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P335->36J(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: false
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P279{seat=35I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=354,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} || P335{seat=36J,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=353,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 35|36
Current unavailable yield tiles: 35|36
Current yield-tile occupants: 279|335
Final row-event chain: 228|279
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2111\nPrecedence substitutions made: 12\nDependency chains followed: 1751\nBlocked by waiting-row occupant: 3490\nSubstituted events started: 10\nOccupied-space rejections: 7125\nMaximum scheduling-chain depth: 3\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 27 | standardDataset=353/353 (100.00%) | aisleInterleavedDataset=349/353 (98.87%) | seatedDelta=-4 | completionDelta=-1.13% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | aisleInterleavedWorse=true | standardFamily=COMPLETE_CABIN | aisleInterleavedFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:19
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 28
Scenario seed: 246091010528561545

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1319
Passengers seated: 353/353
Average waiting ticks: 602.32
Longest waiting passenger: P36->10I(RIGHT)
Longest waiting ticks: 1278

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 39
Regions dissolved: 2
Repeated reconstructions avoided: 39
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2983
Maximum occupied tiles: 13
Seat events: 171
Single-blocker events: 42
Multiple-blocker events: 20
Temporary aisle reoccupations: 84

RIGHT AISLE
-----------
Total moves: 3263
Maximum occupied tiles: 15
Seat events: 182
Single-blocker events: 47
Multiple-blocker events: 27
Temporary aisle reoccupations: 108

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 158
Reservations granted: 158
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7403
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8981
Total stationary ticks: 218852
Seat-event requests: 373
Failed seat-event starts: 20

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 798
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 20
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 798
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 373\nPrecedence substitutions made: 3\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 3\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:19
Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 28
Scenario seed: 246091010528561545

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2803
Passengers seated: 334/353
Average waiting ticks: 618.10
Longest waiting passenger: P80->28B(LEFT)
Longest waiting ticks: 2745

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 23
Cluster candidates evaluated: 6
Executable cluster candidates: 0
Rejected cluster candidates: 6
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 12
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 4596
Regions dissolved: 1
Repeated reconstructions avoided: 4596
Largest region lifetime: 2498
Maximum simultaneous active regions: 3
Regions active at termination: 2
Last lifecycle event: TRACK:R1:age=2498:localMembers=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1891
State changes reopening evaluation: 21
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2931
Maximum occupied tiles: 25
Seat events: 152
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 3263
Maximum occupied tiles: 19
Seat events: 182
Single-blocker events: 47
Multiple-blocker events: 27
Temporary aisle reoccupations: 106

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1906
Reservations granted: 1901
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 16
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 37195
Longest unresolved passenger ID: 21
Longest unresolved row: 36
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 8
Longest dependency chain: P89(33E/LEFT) -> P143(32B/LEFT) -> P72(32A/LEFT) -> P32(33A/LEFT) -> P111(36B/LEFT) -> P125(35C/LEFT) -> P21(36F/LEFT) -> P346(36A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 89
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 16
Total blocked ticks: 56582
Total stationary ticks: 265271
Seat-event requests: 2269
Failed seat-event starts: 1935

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 146
Critical blocker identity: P146->23G(LEFT)
Direct fan-out: 1
Total indirect descendants: 7
Critical tree size including blocker: 8
Critical tree depth: 8
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 19
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 11
Critical blocker tree:
P146(23G/LEFT/WAITING_FOR_SEAT_EVENT)
  P271(23C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P7(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P319(21C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P187(24A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P205(24F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P167(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P114(22B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1919
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 24|25|26
Critical blocker unavailable yield tiles: 26
Critical blocker yield-tile occupants: 348
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1919
Rear-boundary failures: 16
Middle-bank reservation failures: 5
Active-event deferrals: 1808
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 3
Yield-occupant trace: yieldOccupant[348]: P348(29F/LEFT/MOVING_IN_AISLE@tile26) -> P261(35F/LEFT/MOVING_IN_AISLE@tile27) -> P80(28B/LEFT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P80->28B(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P348{seat=29F,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=26,directBlocker=261,lastMoveTick=332,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 24|25|26
Current unavailable yield tiles: 26
Current yield-tile occupants: 348
Final row-event chain: 146|348|261|80
Final row-event chain length: 4
Distinct row events in chain: 4
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2275\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 1924\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 28 | standardDataset=353/353 (100.00%) | aisleInterleavedDataset=334/353 (94.62%) | seatedDelta=-19 | completionDelta=-5.38% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | aisleInterleavedWorse=true | standardFamily=COMPLETE_CABIN | aisleInterleavedFamily=MOVING_PASSENGER_YIELD_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:19
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 29
Scenario seed: 4203914317130684635

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.05%
Blocker-prone seat share (topology component): 67.57%
Aisle-assignment balance: 99.61%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2413
Passengers seated: 257/259
Average waiting ticks: 430.23
Longest waiting passenger: P157->31I(RIGHT)
Longest waiting ticks: 2353

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1895
Maximum occupied tiles: 12
Seat events: 130
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 2013
Maximum occupied tiles: 12
Seat events: 127
Single-blocker events: 38
Multiple-blocker events: 9
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 89
Reservations granted: 89
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4711
Longest unresolved passenger ID: 177
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P177(32G/RIGHT) -> P157(31I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 177
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 9006
Total stationary ticks: 116891
Seat-event requests: 1811
Failed seat-event starts: 1554

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 157
Critical blocker identity: P157->31I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P157(31I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P177(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1544
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 10
Rear-boundary failures: 1544
Middle-bank reservation failures: 0
Active-event deferrals: 630
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1811\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:19
Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 29
Scenario seed: 4203914317130684635

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Row-zone concentration (diagnostic control): 32.05%
Blocker-prone seat share (topology component): 67.57%
Aisle-assignment balance: 99.61%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2414
Passengers seated: 257/259
Average waiting ticks: 427.51
Longest waiting passenger: P157->31I(RIGHT)
Longest waiting ticks: 2323

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1895
Maximum occupied tiles: 16
Seat events: 130
Single-blocker events: 31
Multiple-blocker events: 13
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 2013
Maximum occupied tiles: 17
Seat events: 127
Single-blocker events: 39
Multiple-blocker events: 8
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 92
Reservations granted: 89
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8118
Longest unresolved passenger ID: 177
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P177(32G/RIGHT) -> P157(31I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 177
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13226
Total stationary ticks: 120046
Seat-event requests: 1946
Failed seat-event starts: 1689

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 157
Critical blocker identity: P157->31I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P157(31I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P177(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1685
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 4
Rear-boundary failures: 1685
Middle-bank reservation failures: 3
Active-event deferrals: 805
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1949\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 29 | standardDataset=257/259 (99.23%) | aisleInterleavedDataset=257/259 (99.23%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | aisleInterleavedWorse=false | standardFamily=REAR_BOUNDARY_LOCK | aisleInterleavedFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:19
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 30
Scenario seed: -7557663346310737177

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 59.06%
Aisle-assignment balance: 98.25%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1236
Passengers seated: 342/342
Average waiting ticks: 564.65
Longest waiting passenger: P20->31I(RIGHT)
Longest waiting ticks: 1184

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 5
Clusters detected: 5
Activations without intervention: 6
Cluster candidates evaluated: 4
Executable cluster candidates: 4
Rejected cluster candidates: 0
Cluster selections: 4
Cluster-selected events started: 5
Largest detected cluster: 7
Selected release potential total: 16
Last cluster decision: RIGHT:tiles20-22:occupied=3:anchor=P236:selected=P293:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 5
Region updates: 88
Regions dissolved: 5
Repeated reconstructions avoided: 88
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R5:lifetime=9
Confirmation deferral ticks: 8
Regions reaching confirmation: 3
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 4
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2986
Maximum occupied tiles: 14
Seat events: 168
Single-blocker events: 37
Multiple-blocker events: 26
Temporary aisle reoccupations: 94

RIGHT AISLE
-----------
Total moves: 2895
Maximum occupied tiles: 16
Seat events: 174
Single-blocker events: 43
Multiple-blocker events: 31
Temporary aisle reoccupations: 110

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 159
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7405
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9317
Total stationary ticks: 199595
Seat-event requests: 382
Failed seat-event starts: 40

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 861
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 40
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 861
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 378\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 14\nOccupied-space rejections: 50\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
============================================================
Date/Time: 2026-07-16 23:15:19
Experiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 30
Scenario seed: -7557663346310737177

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_AISLE_INTERLEAVED_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 59.06%
Aisle-assignment balance: 98.25%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1237
Passengers seated: 342/342
Average waiting ticks: 566.25
Longest waiting passenger: P141->12E(RIGHT)
Longest waiting ticks: 1218

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 5
Last cluster decision: RIGHT:tiles1-3:occupied=3:anchor=P171:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 42
Regions dissolved: 3
Repeated reconstructions avoided: 42
Largest region lifetime: 21
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2986
Maximum occupied tiles: 20
Seat events: 168
Single-blocker events: 39
Multiple-blocker events: 25
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2895
Maximum occupied tiles: 18
Seat events: 174
Single-blocker events: 44
Multiple-blocker events: 30
Temporary aisle reoccupations: 109

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 154
Reservations granted: 151
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 12106
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 13663
Total stationary ticks: 204625
Seat-event requests: 365
Failed seat-event starts: 23

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 759
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 23
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 759
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_AISLE_INTERLEAVED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 367\nPrecedence substitutions made: 10\nDependency chains followed: 11\nBlocked by waiting-row occupant: 11\nSubstituted events started: 13\nOccupied-space rejections: 34\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 30 | standardDataset=342/342 (100.00%) | aisleInterleavedDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | aisleInterleavedWorse=false | standardFamily=COMPLETE_CABIN | aisleInterleavedFamily=COMPLETE_CABIN

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 22
COARSE-COHORT OPPOSITE-AISLE INTERLEAVING
************************************************************
Experiment seed: 2083790101901
Scenarios executed: 60
Successful completions: 37
Incomplete/MAX_TICKS: 23
Average completed ticks: 1513.20
Average waiting ticks: 502.30
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:37
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 1
Scenario seed: -4248938912819631269

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2327
Passengers seated: 221/235
Average waiting ticks: 455.32
Longest waiting passenger: P6->10H(RIGHT)
Longest waiting ticks: 2327

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 3
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles25-27:occupied=3:anchor=P29:selected=P181:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 15
Regions dissolved: 1
Repeated reconstructions avoided: 15
Largest region lifetime: 16
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=16
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1708
Maximum occupied tiles: 13
Seat events: 116
Single-blocker events: 28
Multiple-blocker events: 19
Temporary aisle reoccupations: 71

RIGHT AISLE
-----------
Total moves: 1555
Maximum occupied tiles: 12
Seat events: 105
Single-blocker events: 26
Multiple-blocker events: 9
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1717
Reservations granted: 1709
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 8
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5451
Longest unresolved passenger ID: 6
Longest unresolved row: 10
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P82(30E/RIGHT) -> P15(6G/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 82
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 15044
Total stationary ticks: 115476
Seat-event requests: 1820
Failed seat-event starts: 1599

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 15
Critical blocker identity: P15->6G(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 8
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P15(6G/RIGHT/WAITING_FOR_SEAT_EVENT)
  P82(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1599
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1599
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 519
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1828\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 4\nOccupied-space rejections: 1601\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:37
Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 1
Scenario seed: -4248938912819631269

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2317
Passengers seated: 232/235
Average waiting ticks: 400.17
Longest waiting passenger: P110->25C(RIGHT)
Longest waiting ticks: 2233

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 3
Executable cluster candidates: 0
Rejected cluster candidates: 3
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 6
Selected release potential total: 0
Last cluster decision: LEFT:tiles10-16:occupied=6:anchor=P209:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 70
Regions dissolved: 2
Repeated reconstructions avoided: 70
Largest region lifetime: 56
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=56
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1708
Maximum occupied tiles: 16
Seat events: 116
Single-blocker events: 42
Multiple-blocker events: 21
Temporary aisle reoccupations: 94

RIGHT AISLE
-----------
Total moves: 1734
Maximum occupied tiles: 16
Seat events: 116
Single-blocker events: 43
Multiple-blocker events: 19
Temporary aisle reoccupations: 89

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1775
Reservations granted: 1772
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7171
Longest unresolved passenger ID: 35
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 1
Longest dependency chain: P35(30C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 35
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 14476
Total stationary ticks: 100345
Seat-event requests: 1890
Failed seat-event starts: 1658

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 35
Critical blocker identity: P35->30C(RIGHT)
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 1
Critical tree depth: 1
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P35(30C/RIGHT/WAITING_FOR_SEAT_EVENT)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1658
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1658
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 1556
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 31|32|33
Current unavailable yield tiles: 31|32|33
Current yield-tile occupants: -1|-1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1893\nPrecedence substitutions made: 11\nDependency chains followed: 1656\nBlocked by waiting-row occupant: 3297\nSubstituted events started: 10\nOccupied-space rejections: 6691\nMaximum scheduling-chain depth: 3\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 01 | standardDataset=221/235 (94.04%) | complexityOrderedDataset=232/235 (98.72%) | seatedDelta=+11 | completionDelta=+4.68% | outsideDelta=-8 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | complexityOrderedWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | complexityOrderedFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:37
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 2
Scenario seed: 2182383722134259186

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.46%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 784
Passengers seated: 216/216
Average waiting ticks: 350.50
Longest waiting passenger: P151->14E(LEFT)
Longest waiting ticks: 733

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 39
Regions dissolved: 2
Repeated reconstructions avoided: 39
Largest region lifetime: 33
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=33
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1653
Maximum occupied tiles: 15
Seat events: 111
Single-blocker events: 23
Multiple-blocker events: 10
Temporary aisle reoccupations: 48

RIGHT AISLE
-----------
Total moves: 1511
Maximum occupied tiles: 11
Seat events: 105
Single-blocker events: 27
Multiple-blocker events: 4
Temporary aisle reoccupations: 36

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 117
Reservations granted: 114
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3806
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4946
Total stationary ticks: 78953
Seat-event requests: 222
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 568
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 568
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 225\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:37
Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 2
Scenario seed: 2182383722134259186

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.46%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2267
Passengers seated: 213/216
Average waiting ticks: 360.16
Longest waiting passenger: P201->26F(LEFT)
Longest waiting ticks: 2178

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1650
Maximum occupied tiles: 16
Seat events: 108
Single-blocker events: 38
Multiple-blocker events: 14
Temporary aisle reoccupations: 71

RIGHT AISLE
-----------
Total moves: 1511
Maximum occupied tiles: 16
Seat events: 105
Single-blocker events: 41
Multiple-blocker events: 10
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1745
Reservations granted: 1744
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6483
Longest unresolved passenger ID: 24
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P24(28F/LEFT) -> P201(26F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 24
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13298
Total stationary ticks: 85449
Seat-event requests: 1852
Failed seat-event starts: 1639

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 201
Critical blocker identity: P201->26F(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P201(26F/LEFT/WAITING_FOR_SEAT_EVENT)
  P24(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1639
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 27|28|29
Critical blocker unavailable yield tiles: 29
Critical blocker yield-tile occupants: 113
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1639
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 1026
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[113]: P113(29F/LEFT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P113->29F(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P113{seat=29F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=29,directBlocker=-1,lastMoveTick=256,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 27|28|29
Current unavailable yield tiles: 29
Current yield-tile occupants: 113
Final row-event chain: 201|113
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1853\nPrecedence substitutions made: 5\nDependency chains followed: 1637\nBlocked by waiting-row occupant: 1637\nSubstituted events started: 6\nOccupied-space rejections: 1642\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 02 | standardDataset=216/216 (100.00%) | complexityOrderedDataset=213/216 (98.61%) | seatedDelta=-3 | completionDelta=-1.39% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | complexityOrderedWorse=true | standardFamily=COMPLETE_CABIN | complexityOrderedFamily=LINKED_ROW_EVENT_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:37
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 3
Scenario seed: -1064509833421198483

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 60.46%
Aisle-assignment balance: 90.85%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1221
Passengers seated: 306/306
Average waiting ticks: 527.75
Longest waiting passenger: P261->32E(LEFT)
Longest waiting ticks: 1159

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:tiles19-21:occupied=3:anchor=P59:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 9
Regions dissolved: 1
Repeated reconstructions avoided: 9
Largest region lifetime: 10
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=10
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2940
Maximum occupied tiles: 13
Seat events: 167
Single-blocker events: 44
Multiple-blocker events: 18
Temporary aisle reoccupations: 83

RIGHT AISLE
-----------
Total moves: 2427
Maximum occupied tiles: 14
Seat events: 139
Single-blocker events: 36
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 123
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6313
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8018
Total stationary ticks: 166969
Seat-event requests: 316
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 875
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 875
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 318\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:37
Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 3
Scenario seed: -1064509833421198483

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 60.46%
Aisle-assignment balance: 90.85%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2213
Passengers seated: 130/306
Average waiting ticks: 1205.76
Longest waiting passenger: P2->9E(LEFT)
Longest waiting ticks: 2213

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 34
Cluster candidates evaluated: 34
Executable cluster candidates: 0
Rejected cluster candidates: 34
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 28
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=LOWER_HIERARCHICAL_PRIORITY_DEFERRED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 3797
Regions dissolved: 0
Repeated reconstructions avoided: 3797
Largest region lifetime: 1937
Maximum simultaneous active regions: 2
Regions active at termination: 2
Last lifecycle event: UPDATE:R1:age=1937:occupied=4
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1883
State changes reopening evaluation: 32
Region priority competitions: 1658
Regions ranked: 3316
Hierarchical selections: 1658
Lower-priority evaluations deferred: 1605
Highest selected priority score: 30910
Left/right priority wins: 1658/0
Priority ties: 0
Last priority decision: LEFT:R2:score=30910 | RIGHT:R1:score=4510 | selected=LEFT

LEFT AISLE
----------
Total moves: 1746
Maximum occupied tiles: 31
Seat events: 44
Single-blocker events: 15
Multiple-blocker events: 7
Temporary aisle reoccupations: 29

RIGHT AISLE
-----------
Total moves: 2123
Maximum occupied tiles: 18
Seat events: 86
Single-blocker events: 31
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 58
Reservations granted: 58
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 141
Remaining moving in aisle: 28
Remaining waiting at row: 7
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 51883
Longest unresolved passenger ID: 2
Longest unresolved row: 9
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 27
Longest dependency chain: P147(18D/LEFT) -> P131(20C/LEFT) -> P173(18C/LEFT) -> P0(23C/LEFT) -> P18(15C/LEFT) -> P58(25D/LEFT) -> P193(22C/LEFT) -> P45(22D/LEFT) -> P32(17C/LEFT) -> P260(23D/LEFT) -> P272(16C/LEFT) -> P225(14C/LEFT) -> P63(15D/LEFT) -> P299(16D/LEFT) -> P90(19D/LEFT) -> P77(21C/LEFT) -> P255(24C/LEFT) -> P275(20D/LEFT) -> P189(34A/LEFT) -> P281(35G/LEFT) -> P42(32G/LEFT) -> P125(26A/LEFT) -> P104(28A/LEFT) -> P61(27F/LEFT) -> P106(33A/LEFT) -> P265(31A/LEFT) -> P71(27A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 147
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 28
Total blocked ticks: 71773
Total stationary ticks: 426553
Seat-event requests: 3671
Failed seat-event starts: 3541

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->27A(LEFT)
Direct fan-out: 1
Total indirect descendants: 26
Critical tree size including blocker: 27
Critical tree depth: 27
Frozen internal components: 7
Terminal WAITING_FOR_SEAT_EVENT nodes: 7
Unresolved internal passengers: 35
Unresolved outside passengers: 141
Unresolved internal passengers outside critical tree: 8
Critical blocker tree:
P71(27A/LEFT/WAITING_FOR_SEAT_EVENT)
  P265(31A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P106(33A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P61(27F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P104(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P125(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P42(32G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P281(35G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P189(34A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P275(20D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P255(24C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P77(21C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P90(19D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P299(16D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P63(15D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P225(14C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P272(16C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P260(23D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P32(17C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P45(22D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P193(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P58(25D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P18(15C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P0(23C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                P173(18C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P131(20C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P147(18D/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 3541
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 28|29
Critical blocker unavailable yield tiles: 28
Critical blocker yield-tile occupants: 114
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 4
Yield-tile occupied failures: 3541
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 682
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[114]: P114(28G/LEFT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P114->28G(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P114{seat=28G,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=28,directBlocker=-1,lastMoveTick=349,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 28|29
Current unavailable yield tiles: 28
Current yield-tile occupants: 114
Final row-event chain: 71|114
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 7
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3671\nPrecedence substitutions made: 1\nDependency chains followed: 3533\nBlocked by waiting-row occupant: 9107\nSubstituted events started: 1\nOccupied-space rejections: 20300\nMaximum scheduling-chain depth: 5\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 03 | standardDataset=306/306 (100.00%) | complexityOrderedDataset=130/306 (42.48%) | seatedDelta=-176 | completionDelta=-57.52% | outsideDelta=+141 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | complexityOrderedWorse=true | standardFamily=COMPLETE_CABIN | complexityOrderedFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:37
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 4
Scenario seed: 7274058025060234938

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 75.88%
Aisle-assignment balance: 93.86%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2365
Passengers seated: 226/228
Average waiting ticks: 398.28
Longest waiting passenger: P227->28F(LEFT)
Longest waiting ticks: 2283

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1789
Maximum occupied tiles: 14
Seat events: 119
Single-blocker events: 33
Multiple-blocker events: 12
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 1509
Maximum occupied tiles: 10
Seat events: 107
Single-blocker events: 23
Multiple-blocker events: 10
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1622
Reservations granted: 1622
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4118
Longest unresolved passenger ID: 146
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 1
Longest dependency chain: P146(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 146
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8146
Total stationary ticks: 94195
Seat-event requests: 1739
Failed seat-event starts: 1513

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 146
Critical blocker identity: P146->30F(LEFT)
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 1
Critical tree depth: 1
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P146(30F/LEFT/WAITING_FOR_SEAT_EVENT)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1513
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 538
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 31|32|33
Current unavailable yield tiles: 31|32|33
Current yield-tile occupants: -1|-1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1739\nPrecedence substitutions made: 2\nDependency chains followed: 1509\nBlocked by waiting-row occupant: 1509\nSubstituted events started: 2\nOccupied-space rejections: 1514\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:37
Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 4
Scenario seed: 7274058025060234938

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 75.88%
Aisle-assignment balance: 93.86%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2346
Passengers seated: 226/228
Average waiting ticks: 398.63
Longest waiting passenger: P227->28F(LEFT)
Longest waiting ticks: 2262

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 19
Regions dissolved: 2
Repeated reconstructions avoided: 19
Largest region lifetime: 12
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1789
Maximum occupied tiles: 16
Seat events: 119
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 98

RIGHT AISLE
-----------
Total moves: 1509
Maximum occupied tiles: 15
Seat events: 107
Single-blocker events: 42
Multiple-blocker events: 11
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1770
Reservations granted: 1767
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6261
Longest unresolved passenger ID: 146
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 1
Longest dependency chain: P146(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 146
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 11236
Total stationary ticks: 96166
Seat-event requests: 1883
Failed seat-event starts: 1657

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 146
Critical blocker identity: P146->30F(LEFT)
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 1
Critical tree depth: 1
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P146(30F/LEFT/WAITING_FOR_SEAT_EVENT)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1657
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1657
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 1168
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 31|32|33
Current unavailable yield tiles: 31|32|33
Current yield-tile occupants: -1|-1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1886\nPrecedence substitutions made: 8\nDependency chains followed: 1655\nBlocked by waiting-row occupant: 1655\nSubstituted events started: 9\nOccupied-space rejections: 1663\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 04 | standardDataset=226/228 (99.12%) | complexityOrderedDataset=226/228 (99.12%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | complexityOrderedWorse=false | standardFamily=REAR_BOUNDARY_LOCK | complexityOrderedFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:37
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 5
Scenario seed: -6917015326788615388

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.43%
Blocker-prone seat share (topology component): 65.71%
Aisle-assignment balance: 94.69%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2418
Passengers seated: 239/245
Average waiting ticks: 410.04
Longest waiting passenger: P89->32A(LEFT)
Longest waiting ticks: 2351

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 3
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 6
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1803
Regions dissolved: 0
Repeated reconstructions avoided: 1803
Largest region lifetime: 1804
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1804:occupied=6
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1677
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 14
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 10
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 2014
Maximum occupied tiles: 12
Seat events: 129
Single-blocker events: 29
Multiple-blocker events: 9
Temporary aisle reoccupations: 47

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 84
Reservations granted: 84
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 5
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 9039
Longest unresolved passenger ID: 50
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 6
Longest dependency chain: P153(29A/LEFT) -> P175(30B/LEFT) -> P210(30C/LEFT) -> P107(32E/LEFT) -> P50(32D/LEFT) -> P89(32A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 153
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 5
Total blocked ticks: 15892
Total stationary ticks: 112835
Seat-event requests: 1931
Failed seat-event starts: 1692

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 89
Critical blocker identity: P89->32A(LEFT)
Direct fan-out: 1
Total indirect descendants: 5
Critical tree size including blocker: 6
Critical tree depth: 6
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P89(32A/LEFT/WAITING_FOR_SEAT_EVENT)
  P50(32D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P107(32E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P210(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P175(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P153(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1687
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 1
Critical blocker required yield tiles: 33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 1687
Middle-bank reservation failures: 0
Active-event deferrals: 579
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1931\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:37
Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 5
Scenario seed: -6917015326788615388

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Row-zone concentration (diagnostic control): 31.43%
Blocker-prone seat share (topology component): 65.71%
Aisle-assignment balance: 94.69%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2404
Passengers seated: 240/245
Average waiting ticks: 423.78
Longest waiting passenger: P43->29F(LEFT)
Longest waiting ticks: 2315

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2186
Regions dissolved: 0
Repeated reconstructions avoided: 2186
Largest region lifetime: 2187
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2187:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1755
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1773
Maximum occupied tiles: 18
Seat events: 111
Single-blocker events: 38
Multiple-blocker events: 21
Temporary aisle reoccupations: 80

RIGHT AISLE
-----------
Total moves: 2014
Maximum occupied tiles: 18
Seat events: 129
Single-blocker events: 42
Multiple-blocker events: 31
Temporary aisle reoccupations: 104

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1845
Reservations granted: 1843
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7179
Longest unresolved passenger ID: 191
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P153(29A/LEFT) -> P89(32A/LEFT) -> P191(32F/LEFT) -> P43(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 153
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 19032
Total stationary ticks: 116575
Seat-event requests: 2010
Failed seat-event starts: 1770

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 43
Critical blocker identity: P43->29F(LEFT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P43(29F/LEFT/WAITING_FOR_SEAT_EVENT)
  P191(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P89(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P153(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1770
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 91
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1770
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 1170
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[91]: P91(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P91->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P91{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=211,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: 91
Final row-event chain: 43|91
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2012\nPrecedence substitutions made: 6\nDependency chains followed: 1764\nBlocked by waiting-row occupant: 1764\nSubstituted events started: 6\nOccupied-space rejections: 1778\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 05 | standardDataset=239/245 (97.55%) | complexityOrderedDataset=240/245 (97.96%) | seatedDelta=+1 | completionDelta=+0.41% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | complexityOrderedWorse=false | standardFamily=REAR_BOUNDARY_LOCK | complexityOrderedFamily=LINKED_ROW_EVENT_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:37
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 6
Scenario seed: -6052676718379281108

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.09%
Blocker-prone seat share (topology component): 61.42%
Aisle-assignment balance: 98.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1176
Passengers seated: 324/324
Average waiting ticks: 531.73
Longest waiting passenger: P170->33I(RIGHT)
Longest waiting ticks: 1101

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=2:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 32
Regions dissolved: 2
Repeated reconstructions avoided: 32
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2704
Maximum occupied tiles: 15
Seat events: 159
Single-blocker events: 38
Multiple-blocker events: 16
Temporary aisle reoccupations: 75

RIGHT AISLE
-----------
Total moves: 2998
Maximum occupied tiles: 16
Seat events: 165
Single-blocker events: 54
Multiple-blocker events: 18
Temporary aisle reoccupations: 93

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 145
Reservations granted: 142
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7449
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9042
Total stationary ticks: 178799
Seat-event requests: 340
Failed seat-event starts: 16

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 755
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 16
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 755
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 343\nPrecedence substitutions made: 9\nDependency chains followed: 11\nBlocked by waiting-row occupant: 11\nSubstituted events started: 10\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:37
Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 6
Scenario seed: -6052676718379281108

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Row-zone concentration (diagnostic control): 28.09%
Blocker-prone seat share (topology component): 61.42%
Aisle-assignment balance: 98.15%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2621
Passengers seated: 313/324
Average waiting ticks: 545.48
Longest waiting passenger: P208->33D(RIGHT)
Longest waiting ticks: 2533

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 3
Cluster candidates evaluated: 3
Executable cluster candidates: 1
Rejected cluster candidates: 2
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 4623
Regions dissolved: 2
Repeated reconstructions avoided: 4623
Largest region lifetime: 2311
Maximum simultaneous active regions: 3
Regions active at termination: 2
Last lifecycle event: UPDATE:R2:age=2277:occupied=6
Confirmation deferral ticks: 5
Regions reaching confirmation: 3
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1814
State changes reopening evaluation: 1
Region priority competitions: 1648
Regions ranked: 3296
Hierarchical selections: 1648
Lower-priority evaluations deferred: 1596
Highest selected priority score: 6710
Left/right priority wins: 1/1647
Priority ties: 0
Last priority decision: LEFT:R1:score=5610 | RIGHT:R2:score=6710 | selected=RIGHT

LEFT AISLE
----------
Total moves: 2700
Maximum occupied tiles: 21
Seat events: 154
Single-blocker events: 50
Multiple-blocker events: 36
Temporary aisle reoccupations: 127

RIGHT AISLE
-----------
Total moves: 2989
Maximum occupied tiles: 21
Seat events: 159
Single-blocker events: 49
Multiple-blocker events: 46
Temporary aisle reoccupations: 147

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1991
Reservations granted: 1988
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 1564

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 7
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16513
Longest unresolved passenger ID: 221
Longest unresolved row: 36
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P119(31D/RIGHT) -> P213(33J/RIGHT) -> P13(36E/RIGHT) -> P208(33D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 119
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 7
Total blocked ticks: 37954
Total stationary ticks: 202928
Seat-event requests: 2195
Failed seat-event starts: 1882

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 208
Critical blocker identity: P208->33D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 11
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 7
Critical blocker tree:
P208(33D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P13(36E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P213(33J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P119(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 2472
Critical blocker final prerequisite: SIMULTANEOUS_MIDDLE_BANK_ARBITRATION_LOSS
Critical blocker required blockers: 1
Critical blocker required yield tiles: 34
Critical blocker unavailable yield tiles: 34
Critical blocker yield-tile occupants: 275
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1879
Rear-boundary failures: 3
Middle-bank reservation failures: 3
Active-event deferrals: 2472
Simultaneous arbitration losses: 1564

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[275]: P275(36J/RIGHT/MOVING_IN_AISLE@tile34) -> P130(35J/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P130->35J(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: SIMULTANEOUS_MIDDLE_BANK_ARBITRATION_LOSS
Yield-occupant details: P275{seat=36J,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=34,directBlocker=130,lastMoveTick=337,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 34
Current unavailable yield tiles: 34
Current yield-tile occupants: 275
Final row-event chain: 208|275|130
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3761\nPrecedence substitutions made: 19\nDependency chains followed: 19\nBlocked by waiting-row occupant: 19\nSubstituted events started: 19\nOccupied-space rejections: 3466\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 06 | standardDataset=324/324 (100.00%) | complexityOrderedDataset=313/324 (96.60%) | seatedDelta=-11 | completionDelta=-3.40% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | complexityOrderedWorse=true | standardFamily=COMPLETE_CABIN | complexityOrderedFamily=MOVING_PASSENGER_YIELD_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:37
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 7
Scenario seed: -4884639050347842300

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 67.15%
Aisle-assignment balance: 95.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1030
Passengers seated: 274/274
Average waiting ticks: 463.15
Longest waiting passenger: P183->19E(RIGHT)
Longest waiting ticks: 980

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles21-23:occupied=3:anchor=P164:selected=P134:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2017
Maximum occupied tiles: 14
Seat events: 131
Single-blocker events: 38
Multiple-blocker events: 12
Temporary aisle reoccupations: 62

RIGHT AISLE
-----------
Total moves: 2235
Maximum occupied tiles: 10
Seat events: 143
Single-blocker events: 48
Multiple-blocker events: 14
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 98
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4791
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5929
Total stationary ticks: 130757
Seat-event requests: 286
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 595
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 595
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 285\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:37
Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 7
Scenario seed: -4884639050347842300

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 67.15%
Aisle-assignment balance: 95.62%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2507
Passengers seated: 268/274
Average waiting ticks: 491.25
Longest waiting passenger: P202->29A(LEFT)
Longest waiting ticks: 2423

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 0
Rejected cluster candidates: 2
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R4:result=LOWER_HIERARCHICAL_PRIORITY_DEFERRED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 4437
Regions dissolved: 2
Repeated reconstructions avoided: 4437
Largest region lifetime: 2238
Maximum simultaneous active regions: 2
Regions active at termination: 2
Last lifecycle event: UPDATE:R4:age=2176:occupied=3
Confirmation deferral ticks: 6
Regions reaching confirmation: 2
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1872
State changes reopening evaluation: 0
Region priority competitions: 1633
Regions ranked: 3266
Hierarchical selections: 1633
Lower-priority evaluations deferred: 1559
Highest selected priority score: 3410
Left/right priority wins: 1606/27
Priority ties: 1542
Last priority decision: LEFT:R3:score=3410 | RIGHT:R4:score=3410 | selected=LEFT

LEFT AISLE
----------
Total moves: 2015
Maximum occupied tiles: 16
Seat events: 128
Single-blocker events: 44
Multiple-blocker events: 29
Temporary aisle reoccupations: 102

RIGHT AISLE
-----------
Total moves: 2234
Maximum occupied tiles: 17
Seat events: 140
Single-blocker events: 46
Multiple-blocker events: 38
Temporary aisle reoccupations: 122

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1777
Reservations granted: 1776
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 9550
Longest unresolved passenger ID: 267
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P21(32D/RIGHT) -> P166(32I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 21
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 22165
Total stationary ticks: 145703
Seat-event requests: 3726
Failed seat-event starts: 3458

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 166
Critical blocker identity: P166->32I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P166(32I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P21(32D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 3458
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 3458
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 2135
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 33|34
Current unavailable yield tiles: 33|34
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3727\nPrecedence substitutions made: 16\nDependency chains followed: 1778\nBlocked by waiting-row occupant: 1778\nSubstituted events started: 17\nOccupied-space rejections: 3476\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 07 | standardDataset=274/274 (100.00%) | complexityOrderedDataset=268/274 (97.81%) | seatedDelta=-6 | completionDelta=-2.19% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | complexityOrderedWorse=true | standardFamily=COMPLETE_CABIN | complexityOrderedFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:37
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 8
Scenario seed: 5987859498965562411

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.77%
Blocker-prone seat share (topology component): 76.56%
Aisle-assignment balance: 93.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 722
Passengers seated: 192/192
Average waiting ticks: 309.84
Longest waiting passenger: P6->4H(RIGHT)
Longest waiting ticks: 667

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1286
Maximum occupied tiles: 12
Seat events: 90
Single-blocker events: 17
Multiple-blocker events: 6
Temporary aisle reoccupations: 30

RIGHT AISLE
-----------
Total moves: 1496
Maximum occupied tiles: 11
Seat events: 102
Single-blocker events: 22
Multiple-blocker events: 7
Temporary aisle reoccupations: 37

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 99
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3347
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4372
Total stationary ticks: 62355
Seat-event requests: 198
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 512
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 198\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:37
Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 8
Scenario seed: 5987859498965562411

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Row-zone concentration (diagnostic control): 31.77%
Blocker-prone seat share (topology component): 76.56%
Aisle-assignment balance: 93.75%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2187
Passengers seated: 186/192
Average waiting ticks: 359.38
Longest waiting passenger: P76->25D(RIGHT)
Longest waiting ticks: 2112

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 5
Executable cluster candidates: 1
Rejected cluster candidates: 4
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 2
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1971
Regions dissolved: 1
Repeated reconstructions avoided: 1971
Largest region lifetime: 1962
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1962:occupied=6
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1602
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1286
Maximum occupied tiles: 14
Seat events: 90
Single-blocker events: 30
Multiple-blocker events: 11
Temporary aisle reoccupations: 54

RIGHT AISLE
-----------
Total moves: 1495
Maximum occupied tiles: 17
Seat events: 96
Single-blocker events: 33
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1721
Reservations granted: 1705
Reservations denied/waited: 16
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 5
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 10368
Longest unresolved passenger ID: 105
Longest unresolved row: 25
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P105(25C/RIGHT) -> P76(25D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 105
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 17794
Total stationary ticks: 75466
Seat-event requests: 1804
Failed seat-event starts: 1618

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 76
Critical blocker identity: P76->25D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 5
Terminal WAITING_FOR_SEAT_EVENT nodes: 5
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P76(25D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P105(25C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 1795
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 26|27
Critical blocker unavailable yield tiles: 26|27
Critical blocker yield-tile occupants: 114|189
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1618
Rear-boundary failures: 0
Middle-bank reservation failures: 16
Active-event deferrals: 1795
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 1
Yield-occupant trace: yieldOccupant[114]: P114(26D/RIGHT/WAITING_AT_ROW@tile26) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[189]: P189(27C/RIGHT/WAITING_AT_ROW@tile27) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P189->27C(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: false
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P114{seat=26D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=26,directBlocker=-1,lastMoveTick=228,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} || P189{seat=27C,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=27,directBlocker=-1,lastMoveTick=220,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 26|27
Current unavailable yield tiles: 26|27
Current yield-tile occupants: 114|189
Final row-event chain: 76|114
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 5
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1820\nPrecedence substitutions made: 8\nDependency chains followed: 1616\nBlocked by waiting-row occupant: 6431\nSubstituted events started: 8\nOccupied-space rejections: 16324\nMaximum scheduling-chain depth: 5\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 08 | standardDataset=192/192 (100.00%) | complexityOrderedDataset=186/192 (96.88%) | seatedDelta=-6 | completionDelta=-3.13% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | complexityOrderedWorse=true | standardFamily=COMPLETE_CABIN | complexityOrderedFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:37
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 9
Scenario seed: 7140648722707885309

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.26%
Blocker-prone seat share (topology component): 73.15%
Aisle-assignment balance: 95.37%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 808
Passengers seated: 216/216
Average waiting ticks: 349.20
Longest waiting passenger: P151->29F(LEFT)
Longest waiting ticks: 737

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 51
Regions dissolved: 2
Repeated reconstructions avoided: 51
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1614
Maximum occupied tiles: 12
Seat events: 113
Single-blocker events: 26
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1539
Maximum occupied tiles: 12
Seat events: 103
Single-blocker events: 22
Multiple-blocker events: 9
Temporary aisle reoccupations: 42

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 119
Reservations granted: 119
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4087
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5106
Total stationary ticks: 78919
Seat-event requests: 224
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 487
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 487
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 224\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:37
Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 9
Scenario seed: 7140648722707885309

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Row-zone concentration (diagnostic control): 34.26%
Blocker-prone seat share (topology component): 73.15%
Aisle-assignment balance: 95.37%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2003
Passengers seated: 95/216
Average waiting ticks: 990.74
Longest waiting passenger: P1->11H(RIGHT)
Longest waiting ticks: 2003

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 23
Cluster candidates evaluated: 90
Executable cluster candidates: 0
Rejected cluster candidates: 90
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 29
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1818
Regions dissolved: 0
Repeated reconstructions avoided: 1818
Largest region lifetime: 1819
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1819:occupied=29
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1777
State changes reopening evaluation: 22
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 989
Maximum occupied tiles: 29
Seat events: 25
Single-blocker events: 6
Multiple-blocker events: 0
Temporary aisle reoccupations: 6

RIGHT AISLE
-----------
Total moves: 1378
Maximum occupied tiles: 16
Seat events: 70
Single-blocker events: 26
Multiple-blocker events: 7
Temporary aisle reoccupations: 40

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1861
Reservations granted: 1858
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 92
Remaining moving in aisle: 24
Remaining waiting at row: 5
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 43143
Longest unresolved passenger ID: 1
Longest unresolved row: 11
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 24
Longest dependency chain: P162(19D/LEFT) -> P122(19A/LEFT) -> P5(14A/LEFT) -> P24(14D/LEFT) -> P115(21A/LEFT) -> P110(12C/LEFT) -> P41(15C/LEFT) -> P57(15B/LEFT) -> P213(20B/LEFT) -> P150(19B/LEFT) -> P196(16B/LEFT) -> P26(14B/LEFT) -> P31(19C/LEFT) -> P59(21B/LEFT) -> P160(17B/LEFT) -> P72(20C/LEFT) -> P46(21C/LEFT) -> P151(29F/LEFT) -> P205(26E/LEFT) -> P13(24E/LEFT) -> P103(30E/LEFT) -> P37(25F/LEFT) -> P17(30F/LEFT) -> P173(24F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 162
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 24
Total blocked ticks: 56768
Total stationary ticks: 260946
Seat-event requests: 1910
Failed seat-event starts: 1815

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 173
Critical blocker identity: P173->24F(LEFT)
Direct fan-out: 1
Total indirect descendants: 23
Critical tree size including blocker: 24
Critical tree depth: 24
Frozen internal components: 5
Terminal WAITING_FOR_SEAT_EVENT nodes: 5
Unresolved internal passengers: 29
Unresolved outside passengers: 92
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P173(24F/LEFT/WAITING_FOR_SEAT_EVENT)
  P17(30F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P37(25F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P103(30E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P13(24E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P205(26E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P151(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P46(21C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P72(20C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P160(17B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P59(21B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P31(19C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P26(14B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P196(16B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P150(19B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P213(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P57(15B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P41(15C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P110(12C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P115(21A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P24(14D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P5(14A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P122(19A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P162(19D/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1815
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 25
Critical blocker unavailable yield tiles: 25
Critical blocker yield-tile occupants: 93
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 3
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1815
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 260
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[93]: P93(25E/LEFT/WAITING_AT_ROW@tile25) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P93->25E(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P93{seat=25E,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=25,directBlocker=-1,lastMoveTick=187,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 25
Current unavailable yield tiles: 25
Current yield-tile occupants: 93
Final row-event chain: 173|93
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 5
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1913\nPrecedence substitutions made: 2\nDependency chains followed: 1814\nBlocked by waiting-row occupant: 1818\nSubstituted events started: 3\nOccupied-space rejections: 9102\nMaximum scheduling-chain depth: 3\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 09 | standardDataset=216/216 (100.00%) | complexityOrderedDataset=95/216 (43.98%) | seatedDelta=-121 | completionDelta=-56.02% | outsideDelta=+92 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | complexityOrderedWorse=true | standardFamily=COMPLETE_CABIN | complexityOrderedFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:37
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 10
Scenario seed: -4639142616902254495

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.81%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 97.92%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 697
Passengers seated: 192/192
Average waiting ticks: 306.85
Longest waiting passenger: P149->22C(LEFT)
Longest waiting ticks: 639

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 6
Last cluster decision: LEFT:tiles17-20:occupied=3:anchor=P130:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 20
Regions dissolved: 2
Repeated reconstructions avoided: 20
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1445
Maximum occupied tiles: 11
Seat events: 98
Single-blocker events: 25
Multiple-blocker events: 13
Temporary aisle reoccupations: 52

RIGHT AISLE
-----------
Total moves: 1338
Maximum occupied tiles: 11
Seat events: 94
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 108
Reservations granted: 106
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3566
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4804
Total stationary ticks: 62094
Seat-event requests: 208
Failed seat-event starts: 16

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 534
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 16
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 534
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 209\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:37
Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 10
Scenario seed: -4639142616902254495

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Row-zone concentration (diagnostic control): 32.81%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 97.92%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2179
Passengers seated: 189/192
Average waiting ticks: 315.49
Longest waiting passenger: P30->29C(RIGHT)
Longest waiting ticks: 2090

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1964
Regions dissolved: 0
Repeated reconstructions avoided: 1964
Largest region lifetime: 1965
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1965:occupied=3
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1640
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1445
Maximum occupied tiles: 17
Seat events: 98
Single-blocker events: 30
Multiple-blocker events: 23
Temporary aisle reoccupations: 77

RIGHT AISLE
-----------
Total moves: 1335
Maximum occupied tiles: 15
Seat events: 91
Single-blocker events: 38
Multiple-blocker events: 6
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1751
Reservations granted: 1748
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5536
Longest unresolved passenger ID: 75
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P89(28C/RIGHT) -> P75(30C/RIGHT) -> P30(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 89
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 12157
Total stationary ticks: 69282
Seat-event requests: 1841
Failed seat-event starts: 1652

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 30
Critical blocker identity: P30->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P30(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P75(30C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P89(28C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1644
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 8
Rear-boundary failures: 1644
Middle-bank reservation failures: 3
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1844\nPrecedence substitutions made: 8\nDependency chains followed: 8\nBlocked by waiting-row occupant: 8\nSubstituted events started: 9\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 10 | standardDataset=192/192 (100.00%) | complexityOrderedDataset=189/192 (98.44%) | seatedDelta=-3 | completionDelta=-1.56% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | complexityOrderedWorse=true | standardFamily=COMPLETE_CABIN | complexityOrderedFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:37
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 11
Scenario seed: 9123245050518735552

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 92.20%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2494
Passengers seated: 270/282
Average waiting ticks: 473.64
Longest waiting passenger: P24->24I(RIGHT)
Longest waiting ticks: 2455

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 12
Cluster candidates evaluated: 8
Executable cluster candidates: 1
Rejected cluster candidates: 7
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 12
Selected release potential total: 7
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1699
Regions dissolved: 1
Repeated reconstructions avoided: 1699
Largest region lifetime: 1651
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1651:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1535
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2077
Maximum occupied tiles: 13
Seat events: 130
Single-blocker events: 42
Multiple-blocker events: 16
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 2286
Maximum occupied tiles: 17
Seat events: 140
Single-blocker events: 40
Multiple-blocker events: 13
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 144
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16374
Longest unresolved passenger ID: 102
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 7
Longest dependency chain: P124(27G/RIGHT) -> P77(32I/RIGHT) -> P133(29G/RIGHT) -> P79(31G/RIGHT) -> P11(31I/RIGHT) -> P102(32E/RIGHT) -> P36(31D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 124
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 25823
Total stationary ticks: 153991
Seat-event requests: 1843
Failed seat-event starts: 1573

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 36
Critical blocker identity: P36->31D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 6
Critical tree size including blocker: 7
Critical tree depth: 7
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P36(31D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P102(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P11(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P79(31G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P133(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P77(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P124(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1520
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1520
Rear-boundary failures: 53
Middle-bank reservation failures: 5
Active-event deferrals: 804
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1847\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 1525\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:37
Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 11
Scenario seed: 9123245050518735552

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 92.20%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2543
Passengers seated: 279/282
Average waiting ticks: 464.74
Longest waiting passenger: P11->31I(RIGHT)
Longest waiting ticks: 2441

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 2269
Regions dissolved: 2
Repeated reconstructions avoided: 2269
Largest region lifetime: 2243
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2243:occupied=3
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1685
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2077
Maximum occupied tiles: 17
Seat events: 130
Single-blocker events: 43
Multiple-blocker events: 36
Temporary aisle reoccupations: 115

RIGHT AISLE
-----------
Total moves: 2327
Maximum occupied tiles: 19
Seat events: 149
Single-blocker events: 50
Multiple-blocker events: 44
Temporary aisle reoccupations: 138

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 98
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 9150
Longest unresolved passenger ID: 77
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P185(32D/RIGHT) -> P77(32I/RIGHT) -> P11(31I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 185
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 17086
Total stationary ticks: 143531
Seat-event requests: 1992
Failed seat-event starts: 1713

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 11
Critical blocker identity: P11->31I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P11(31I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P77(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P185(32D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1689
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 24
Rear-boundary failures: 1689
Middle-bank reservation failures: 3
Active-event deferrals: 1045
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1995\nPrecedence substitutions made: 17\nDependency chains followed: 19\nBlocked by waiting-row occupant: 19\nSubstituted events started: 17\nOccupied-space rejections: 45\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 11 | standardDataset=270/282 (95.74%) | complexityOrderedDataset=279/282 (98.94%) | seatedDelta=+9 | completionDelta=+3.19% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | complexityOrderedWorse=false | standardFamily=REAR_BOUNDARY_LOCK | complexityOrderedFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 12
Scenario seed: -1434714116839518672

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.74%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2303
Passengers seated: 225/235
Average waiting ticks: 409.68
Longest waiting passenger: P152->16G(RIGHT)
Longest waiting ticks: 2303

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 2
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 6
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1506
Regions dissolved: 0
Repeated reconstructions avoided: 1506
Largest region lifetime: 1507
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1507:occupied=6
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1498
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1538
Maximum occupied tiles: 13
Seat events: 111
Single-blocker events: 26
Multiple-blocker events: 11
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1747
Maximum occupied tiles: 12
Seat events: 114
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 47

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1620
Reservations granted: 1620
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 1
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 9530
Longest unresolved passenger ID: 152
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 6
Longest dependency chain: P133(17E/RIGHT) -> P153(17G/RIGHT) -> P205(24C/RIGHT) -> P9(19H/RIGHT) -> P76(26E/RIGHT) -> P67(6C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 133
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 18945
Total stationary ticks: 109018
Seat-event requests: 1734
Failed seat-event starts: 1509

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 67
Critical blocker identity: P67->6C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 5
Critical tree size including blocker: 6
Critical tree depth: 6
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 1
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P67(6C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P76(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P9(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P205(24C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P153(17G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P133(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1509
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 7|8|9
Critical blocker unavailable yield tiles: 9
Critical blocker yield-tile occupants: 204
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1509
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 513
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[204]: P204(25F/RIGHT/MOVING_IN_AISLE@tile9) -> P122(10C/RIGHT/WAITING_AT_ROW@tile10) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P122->10C(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P204{seat=25F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=9,directBlocker=122,lastMoveTick=791,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 7|8|9
Current unavailable yield tiles: 9
Current yield-tile occupants: 204
Final row-event chain: 67|204|122
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 1513\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:38
Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 12
Scenario seed: -1434714116839518672

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.74%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 1999
Passengers seated: 100/235
Average waiting ticks: 1029.70
Longest waiting passenger: P0->11D(LEFT)
Longest waiting ticks: 1999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 20
Cluster candidates evaluated: 20
Executable cluster candidates: 0
Rejected cluster candidates: 20
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 27
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1760
Regions dissolved: 0
Repeated reconstructions avoided: 1760
Largest region lifetime: 1761
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1761:occupied=27
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1714
State changes reopening evaluation: 19
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1318
Maximum occupied tiles: 16
Seat events: 66
Single-blocker events: 28
Multiple-blocker events: 3
Temporary aisle reoccupations: 34

RIGHT AISLE
-----------
Total moves: 1128
Maximum occupied tiles: 27
Seat events: 34
Single-blocker events: 12
Multiple-blocker events: 1
Temporary aisle reoccupations: 14

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1781
Reservations granted: 1777
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 108
Remaining moving in aisle: 25
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 43422
Longest unresolved passenger ID: 0
Longest unresolved row: 11
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 26
Longest dependency chain: P43(21H/RIGHT) -> P57(16H/RIGHT) -> P106(12H/RIGHT) -> P45(12E/RIGHT) -> P23(14E/RIGHT) -> P87(17H/RIGHT) -> P40(15E/RIGHT) -> P152(16G/RIGHT) -> P153(17G/RIGHT) -> P170(20G/RIGHT) -> P141(21F/RIGHT) -> P130(15F/RIGHT) -> P226(19F/RIGHT) -> P114(18G/RIGHT) -> P199(19G/RIGHT) -> P14(21G/RIGHT) -> P205(24C/RIGHT) -> P80(25C/RIGHT) -> P39(24D/RIGHT) -> P98(22D/RIGHT) -> P22(29C/RIGHT) -> P138(26D/RIGHT) -> P168(30C/RIGHT) -> P111(25D/RIGHT) -> P213(27C/RIGHT) -> P60(26C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 43
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 25
Total blocked ticks: 51440
Total stationary ticks: 289196
Seat-event requests: 1837
Failed seat-event starts: 1737

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 60
Critical blocker identity: P60->26C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 25
Critical tree size including blocker: 26
Critical tree depth: 26
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 27
Unresolved outside passengers: 108
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P60(26C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P213(27C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P111(25D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P168(30C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P138(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P22(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P98(22D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P39(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P80(25C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P205(24C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P14(21G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P199(19G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P114(18G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P226(19F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P130(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P141(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P170(20G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P153(17G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P152(16G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P40(15E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P87(17H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P23(14E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P45(12E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P106(12H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P57(16H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P43(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1737
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 27|28
Critical blocker unavailable yield tiles: 28
Critical blocker yield-tile occupants: 159
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1737
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 212
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[159]: P159(28C/RIGHT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P159->28C(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P159{seat=28C,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=28,directBlocker=-1,lastMoveTick=237,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 27|28
Current unavailable yield tiles: 28
Current yield-tile occupants: 159
Final row-event chain: 60|159
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1842\nPrecedence substitutions made: 2\nDependency chains followed: 1739\nBlocked by waiting-row occupant: 1739\nSubstituted events started: 2\nOccupied-space rejections: 1739\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 12 | standardDataset=225/235 (95.74%) | complexityOrderedDataset=100/235 (42.55%) | seatedDelta=-125 | completionDelta=-53.19% | outsideDelta=+107 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | complexityOrderedWorse=true | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | complexityOrderedFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 13
Scenario seed: 7696226853648624445

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 59.65%
Aisle-assignment balance: 94.74%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1267
Passengers seated: 342/342
Average waiting ticks: 562.98
Longest waiting passenger: P1->23E(LEFT)
Longest waiting ticks: 1201

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 48
Regions dissolved: 3
Repeated reconstructions avoided: 48
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=23
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3204
Maximum occupied tiles: 14
Seat events: 180
Single-blocker events: 52
Multiple-blocker events: 25
Temporary aisle reoccupations: 106

RIGHT AISLE
-----------
Total moves: 2845
Maximum occupied tiles: 13
Seat events: 162
Single-blocker events: 41
Multiple-blocker events: 29
Temporary aisle reoccupations: 105

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 156
Reservations granted: 154
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7845
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9443
Total stationary ticks: 199282
Seat-event requests: 358
Failed seat-event starts: 16

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 766
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 16
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 766
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 360\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:38
Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 13
Scenario seed: 7696226853648624445

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 59.65%
Aisle-assignment balance: 94.74%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1261
Passengers seated: 342/342
Average waiting ticks: 569.00
Longest waiting passenger: P30->5G(LEFT)
Longest waiting ticks: 1223

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 6
Clusters detected: 6
Activations without intervention: 4
Cluster candidates evaluated: 4
Executable cluster candidates: 4
Rejected cluster candidates: 0
Cluster selections: 4
Cluster-selected events started: 5
Largest detected cluster: 7
Selected release potential total: 23
Last cluster decision: LEFT:region=R6:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 6
Region updates: 183
Regions dissolved: 6
Repeated reconstructions avoided: 183
Largest region lifetime: 45
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R6:lifetime=13
Confirmation deferral ticks: 10
Regions reaching confirmation: 4
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3204
Maximum occupied tiles: 21
Seat events: 180
Single-blocker events: 47
Multiple-blocker events: 71
Temporary aisle reoccupations: 199

RIGHT AISLE
-----------
Total moves: 2845
Maximum occupied tiles: 19
Seat events: 162
Single-blocker events: 52
Multiple-blocker events: 43
Temporary aisle reoccupations: 142

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 170
Reservations granted: 169
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 12842
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 14354
Total stationary ticks: 206090
Seat-event requests: 390
Failed seat-event starts: 48

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 632
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 48
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 632
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 387\nPrecedence substitutions made: 9\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 15\nOccupied-space rejections: 59\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 13 | standardDataset=342/342 (100.00%) | complexityOrderedDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=6 | clusterSelections=4 | clusterStarts=5 | convertedToSuccess=false | complexityOrderedWorse=false | standardFamily=COMPLETE_CABIN | complexityOrderedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 14
Scenario seed: 287374858204591444

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.82%
Blocker-prone seat share (topology component): 67.57%
Aisle-assignment balance: 96.53%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 954
Passengers seated: 259/259
Average waiting ticks: 431.82
Longest waiting passenger: P123->9C(LEFT)
Longest waiting ticks: 913

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2026
Maximum occupied tiles: 10
Seat events: 134
Single-blocker events: 29
Multiple-blocker events: 19
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2033
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 34
Multiple-blocker events: 8
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 89
Reservations granted: 86
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4974
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5984
Total stationary ticks: 115920
Seat-event requests: 265
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 547
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 547
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 268\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:38
Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 14
Scenario seed: 287374858204591444

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Row-zone concentration (diagnostic control): 32.82%
Blocker-prone seat share (topology component): 67.57%
Aisle-assignment balance: 96.53%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2426
Passengers seated: 256/259
Average waiting ticks: 448.66
Longest waiting passenger: P131->31A(LEFT)
Longest waiting ticks: 2327

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 3
Cluster candidates evaluated: 4
Executable cluster candidates: 2
Rejected cluster candidates: 2
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 5
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 2151
Regions dissolved: 2
Repeated reconstructions avoided: 2151
Largest region lifetime: 2130
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=2130:occupied=3
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1654
State changes reopening evaluation: 1
Region priority competitions: 1
Regions ranked: 2
Hierarchical selections: 1
Lower-priority evaluations deferred: 0
Highest selected priority score: 3310
Left/right priority wins: 1/0
Priority ties: 0
Last priority decision: LEFT:R2:score=3310 | RIGHT:R3:score=2214 | selected=LEFT

LEFT AISLE
----------
Total moves: 2026
Maximum occupied tiles: 17
Seat events: 131
Single-blocker events: 46
Multiple-blocker events: 29
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2033
Maximum occupied tiles: 17
Seat events: 125
Single-blocker events: 44
Multiple-blocker events: 31
Temporary aisle reoccupations: 106

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 93
Reservations granted: 93
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8006
Longest unresolved passenger ID: 131
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 1
Longest dependency chain: P86(29A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 86
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 15656
Total stationary ticks: 123093
Seat-event requests: 1939
Failed seat-event starts: 1683

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 86
Critical blocker identity: P86->29A(LEFT)
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 1
Critical tree depth: 1
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P86(29A/LEFT/WAITING_FOR_SEAT_EVENT)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 1871
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 30|31
Critical blocker yield-tile occupants: 159|131
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1683
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 1871
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 1
Yield-occupant trace: yieldOccupant[159]: P159(30A/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[131]: P131(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P131->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: false
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P159{seat=30A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=270,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} || P131{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=255,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 30|31
Current yield-tile occupants: 159|131
Final row-event chain: 86|159
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1937\nPrecedence substitutions made: 11\nDependency chains followed: 1670\nBlocked by waiting-row occupant: 3328\nSubstituted events started: 16\nOccupied-space rejections: 6776\nMaximum scheduling-chain depth: 3\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 14 | standardDataset=259/259 (100.00%) | complexityOrderedDataset=256/259 (98.84%) | seatedDelta=-3 | completionDelta=-1.16% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | complexityOrderedWorse=true | standardFamily=COMPLETE_CABIN | complexityOrderedFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 15
Scenario seed: -3331492774947506373

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.09%
Blocker-prone seat share (topology component): 59.57%
Aisle-assignment balance: 97.53%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1183
Passengers seated: 324/324
Average waiting ticks: 542.25
Longest waiting passenger: P132->4E(LEFT)
Longest waiting ticks: 1114

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 4
Cluster candidates evaluated: 3
Executable cluster candidates: 1
Rejected cluster candidates: 2
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 84
Regions dissolved: 3
Repeated reconstructions avoided: 84
Largest region lifetime: 40
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=28
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2764
Maximum occupied tiles: 14
Seat events: 166
Single-blocker events: 52
Multiple-blocker events: 23
Temporary aisle reoccupations: 100

RIGHT AISLE
-----------
Total moves: 2817
Maximum occupied tiles: 15
Seat events: 158
Single-blocker events: 37
Multiple-blocker events: 29
Temporary aisle reoccupations: 102

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 151
Reservations granted: 148
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6380
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8094
Total stationary ticks: 180963
Seat-event requests: 350
Failed seat-event starts: 26

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 915
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 25
Rear-boundary failures: 1
Middle-bank reservation failures: 3
Active-event deferrals: 915
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 352\nPrecedence substitutions made: 3\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 4\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:38
Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 15
Scenario seed: -3331492774947506373

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Row-zone concentration (diagnostic control): 28.09%
Blocker-prone seat share (topology component): 59.57%
Aisle-assignment balance: 97.53%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2657
Passengers seated: 320/324
Average waiting ticks: 555.58
Longest waiting passenger: P201->33A(LEFT)
Longest waiting ticks: 2569

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 7
Clusters detected: 7
Activations without intervention: 3
Cluster candidates evaluated: 6
Executable cluster candidates: 2
Rejected cluster candidates: 4
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 7
Selected release potential total: 8
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 7
Region updates: 2436
Regions dissolved: 6
Repeated reconstructions avoided: 2436
Largest region lifetime: 2328
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=2328:occupied=4
Confirmation deferral ticks: 10
Regions reaching confirmation: 3
Regions dissolved before confirmation: 4
Unchanged-state evaluations suppressed: 1704
State changes reopening evaluation: 1
Region priority competitions: 2
Regions ranked: 4
Hierarchical selections: 2
Lower-priority evaluations deferred: 1
Highest selected priority score: 6614
Left/right priority wins: 1/1
Priority ties: 0
Last priority decision: LEFT:R3:score=4510 | RIGHT:R4:score=2210 | selected=LEFT

LEFT AISLE
----------
Total moves: 2763
Maximum occupied tiles: 18
Seat events: 162
Single-blocker events: 55
Multiple-blocker events: 45
Temporary aisle reoccupations: 151

RIGHT AISLE
-----------
Total moves: 2817
Maximum occupied tiles: 20
Seat events: 158
Single-blocker events: 46
Multiple-blocker events: 47
Temporary aisle reoccupations: 148

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 151
Reservations granted: 148
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 11129
Longest unresolved passenger ID: 317
Longest unresolved row: 33
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P317(33F/LEFT) -> P201(33A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 317
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 21921
Total stationary ticks: 192072
Seat-event requests: 2067
Failed seat-event starts: 1747

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 201
Critical blocker identity: P201->33A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 4
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P201(33A/LEFT/WAITING_FOR_SEAT_EVENT)
  P317(33F/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 2242
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 34|35
Critical blocker unavailable yield tiles: 35
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1747
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 2242
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[165]: P165(35A/LEFT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P165->35A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=35A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=323,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 34|35
Current unavailable yield tiles: 35
Current yield-tile occupants: 165
Final row-event chain: 201|165
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2068\nPrecedence substitutions made: 9\nDependency chains followed: 1720\nBlocked by waiting-row occupant: 3430\nSubstituted events started: 13\nOccupied-space rejections: 7031\nMaximum scheduling-chain depth: 3\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 15 | standardDataset=324/324 (100.00%) | complexityOrderedDataset=320/324 (98.77%) | seatedDelta=-4 | completionDelta=-1.23% | outsideDelta=+0 | clustersDetected=7 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | complexityOrderedWorse=true | standardFamily=COMPLETE_CABIN | complexityOrderedFamily=LINKED_ROW_EVENT_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 16
Scenario seed: 8970029813061739148

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.38%
Blocker-prone seat share (topology component): 75.52%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 675
Passengers seated: 192/192
Average waiting ticks: 307.57
Longest waiting passenger: P181->4E(RIGHT)
Longest waiting ticks: 641

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 4
Regions dissolved: 1
Repeated reconstructions avoided: 4
Largest region lifetime: 5
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1381
Maximum occupied tiles: 14
Seat events: 96
Single-blocker events: 19
Multiple-blocker events: 5
Temporary aisle reoccupations: 32

RIGHT AISLE
-----------
Total moves: 1434
Maximum occupied tiles: 13
Seat events: 96
Single-blocker events: 24
Multiple-blocker events: 10
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 99
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3651
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4556
Total stationary ticks: 62139
Seat-event requests: 198
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 473
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 473
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 198\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:38
Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 16
Scenario seed: 8970029813061739148

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Row-zone concentration (diagnostic control): 34.38%
Blocker-prone seat share (topology component): 75.52%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 673
Passengers seated: 192/192
Average waiting ticks: 305.34
Longest waiting passenger: P108->7C(RIGHT)
Longest waiting ticks: 654

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 52
Regions dissolved: 4
Repeated reconstructions avoided: 52
Largest region lifetime: 16
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=13
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1381
Maximum occupied tiles: 16
Seat events: 96
Single-blocker events: 37
Multiple-blocker events: 9
Temporary aisle reoccupations: 58

RIGHT AISLE
-----------
Total moves: 1434
Maximum occupied tiles: 16
Seat events: 96
Single-blocker events: 33
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 114
Reservations granted: 107
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6027
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6895
Total stationary ticks: 63979
Seat-event requests: 207
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 438
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 438
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 213\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 16 | standardDataset=192/192 (100.00%) | complexityOrderedDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | complexityOrderedWorse=false | standardFamily=COMPLETE_CABIN | complexityOrderedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 17
Scenario seed: 3184604032099438634

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 74.56%
Aisle-assignment balance: 93.86%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 860
Passengers seated: 228/228
Average waiting ticks: 371.64
Longest waiting passenger: P46->28G(RIGHT)
Longest waiting ticks: 801

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 27
Regions dissolved: 1
Repeated reconstructions avoided: 27
Largest region lifetime: 28
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=28
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1552
Maximum occupied tiles: 13
Seat events: 107
Single-blocker events: 23
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1720
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 122
Reservations granted: 122
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4107
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5365
Total stationary ticks: 88256
Seat-event requests: 236
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 625
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 625
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 236\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:38
Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 17
Scenario seed: 3184604032099438634

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 74.56%
Aisle-assignment balance: 93.86%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2036
Passengers seated: 104/228
Average waiting ticks: 979.12
Longest waiting passenger: P0->5B(LEFT)
Longest waiting ticks: 2036

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 28
Cluster candidates evaluated: 81
Executable cluster candidates: 0
Rejected cluster candidates: 81
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 30
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1857
Regions dissolved: 0
Repeated reconstructions avoided: 1857
Largest region lifetime: 1858
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1858:occupied=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1787
State changes reopening evaluation: 27
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1058
Maximum occupied tiles: 30
Seat events: 29
Single-blocker events: 7
Multiple-blocker events: 0
Temporary aisle reoccupations: 7

RIGHT AISLE
-----------
Total moves: 1501
Maximum occupied tiles: 17
Seat events: 75
Single-blocker events: 32
Multiple-blocker events: 5
Temporary aisle reoccupations: 43

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1865
Reservations granted: 1864
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 94
Remaining moving in aisle: 26
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 47014
Longest unresolved passenger ID: 0
Longest unresolved row: 5
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 25
Longest dependency chain: P1(13A/LEFT) -> P220(20D/LEFT) -> P30(18D/LEFT) -> P71(19A/LEFT) -> P39(16A/LEFT) -> P67(14A/LEFT) -> P213(18A/LEFT) -> P73(20A/LEFT) -> P188(21D/LEFT) -> P212(16D/LEFT) -> P219(21A/LEFT) -> P66(17A/LEFT) -> P141(15B/LEFT) -> P21(18B/LEFT) -> P18(18C/LEFT) -> P149(17B/LEFT) -> P85(20B/LEFT) -> P191(21B/LEFT) -> P36(21C/LEFT) -> P222(23F/LEFT) -> P45(27F/LEFT) -> P13(23E/LEFT) -> P160(28F/LEFT) -> P27(27E/LEFT) -> P197(25F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 1
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 26
Total blocked ticks: 59361
Total stationary ticks: 274373
Seat-event requests: 1930
Failed seat-event starts: 1826

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 197
Critical blocker identity: P197->25F(LEFT)
Direct fan-out: 1
Total indirect descendants: 24
Critical tree size including blocker: 25
Critical tree depth: 25
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 30
Unresolved outside passengers: 94
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P197(25F/LEFT/WAITING_FOR_SEAT_EVENT)
  P27(27E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P160(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P13(23E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P45(27F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P222(23F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P36(21C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P191(21B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P85(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P149(17B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P18(18C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P21(18B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P141(15B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P66(17A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P219(21A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P212(16D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P188(21D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P73(20A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P213(18A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P67(14A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P39(16A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P71(19A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P30(18D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P220(20D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                P1(13A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1825
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 26|27|28
Critical blocker unavailable yield tiles: 26|27|28
Critical blocker yield-tile occupants: 48|201|106
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1825
Rear-boundary failures: 1
Middle-bank reservation failures: 1
Active-event deferrals: 363
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 3
Trace length: 3
Yield-occupant trace: yieldOccupant[48]: P48(28E/LEFT/MOVING_IN_AISLE@tile26) -> P201(28D/LEFT/MOVING_IN_AISLE@tile27) -> P106(28A/LEFT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[201]: P201(28D/LEFT/MOVING_IN_AISLE@tile27) -> P106(28A/LEFT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[106]: P106(28A/LEFT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P106->28A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=28E,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=26,directBlocker=201,lastMoveTick=188,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P201{seat=28D,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=106,lastMoveTick=180,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P106{seat=28A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=28,directBlocker=-1,lastMoveTick=179,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 26|27|28
Current unavailable yield tiles: 26|27|28
Current yield-tile occupants: 48|201|106
Final row-event chain: 197|48|201|106
Final row-event chain length: 4
Distinct row events in chain: 4
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1931\nPrecedence substitutions made: 4\nDependency chains followed: 17\nBlocked by waiting-row occupant: 22\nSubstituted events started: 5\nOccupied-space rejections: 5517\nMaximum scheduling-chain depth: 3\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 17 | standardDataset=228/228 (100.00%) | complexityOrderedDataset=104/228 (45.61%) | seatedDelta=-124 | completionDelta=-54.39% | outsideDelta=+94 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | complexityOrderedWorse=true | standardFamily=COMPLETE_CABIN | complexityOrderedFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 18
Scenario seed: 3120322730829782475

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.43%
Blocker-prone seat share (topology component): 60.13%
Aisle-assignment balance: 94.77%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1156
Passengers seated: 306/306
Average waiting ticks: 513.90
Longest waiting passenger: P231->18H(RIGHT)
Longest waiting ticks: 1102

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2475
Maximum occupied tiles: 14
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 16
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2744
Maximum occupied tiles: 12
Seat events: 161
Single-blocker events: 42
Multiple-blocker events: 21
Temporary aisle reoccupations: 88

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 136
Reservations granted: 136
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6095
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7295
Total stationary ticks: 162230
Seat-event requests: 320
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 655
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 655
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 320\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:38
Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 18
Scenario seed: 3120322730829782475

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Row-zone concentration (diagnostic control): 28.43%
Blocker-prone seat share (topology component): 60.13%
Aisle-assignment balance: 94.77%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1147
Passengers seated: 306/306
Average waiting ticks: 521.92
Longest waiting passenger: P232->7D(RIGHT)
Longest waiting ticks: 1112

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 4
Cluster candidates evaluated: 4
Executable cluster candidates: 3
Rejected cluster candidates: 1
Cluster selections: 3
Cluster-selected events started: 3
Largest detected cluster: 7
Selected release potential total: 13
Last cluster decision: LEFT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 80
Regions dissolved: 4
Repeated reconstructions avoided: 80
Largest region lifetime: 31
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=13
Confirmation deferral ticks: 7
Regions reaching confirmation: 3
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2475
Maximum occupied tiles: 18
Seat events: 145
Single-blocker events: 53
Multiple-blocker events: 29
Temporary aisle reoccupations: 112

RIGHT AISLE
-----------
Total moves: 2744
Maximum occupied tiles: 20
Seat events: 161
Single-blocker events: 49
Multiple-blocker events: 51
Temporary aisle reoccupations: 160

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 145
Reservations granted: 145
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 9900
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 11015
Total stationary ticks: 168189
Seat-event requests: 338
Failed seat-event starts: 32

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 611
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 31
Rear-boundary failures: 1
Middle-bank reservation failures: 0
Active-event deferrals: 611
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 336\nPrecedence substitutions made: 14\nDependency chains followed: 18\nBlocked by waiting-row occupant: 20\nSubstituted events started: 18\nOccupied-space rejections: 65\nMaximum scheduling-chain depth: 3\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 18 | standardDataset=306/306 (100.00%) | complexityOrderedDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=3 | clusterStarts=3 | convertedToSuccess=false | complexityOrderedWorse=false | standardFamily=COMPLETE_CABIN | complexityOrderedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 19
Scenario seed: -1051365898326392422

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.04%
Blocker-prone seat share (topology component): 65.65%
Aisle-assignment balance: 98.26%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 821
Passengers seated: 230/230
Average waiting ticks: 371.58
Longest waiting passenger: P130->6H(RIGHT)
Longest waiting ticks: 768

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1771
Maximum occupied tiles: 12
Seat events: 113
Single-blocker events: 13
Multiple-blocker events: 7
Temporary aisle reoccupations: 27

RIGHT AISLE
-----------
Total moves: 1764
Maximum occupied tiles: 13
Seat events: 117
Single-blocker events: 35
Multiple-blocker events: 8
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 92
Reservations granted: 84
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4657
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5790
Total stationary ticks: 89533
Seat-event requests: 235
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 544
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 544
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:38
Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 19
Scenario seed: -1051365898326392422

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Row-zone concentration (diagnostic control): 33.04%
Blocker-prone seat share (topology component): 65.65%
Aisle-assignment balance: 98.26%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 819
Passengers seated: 230/230
Average waiting ticks: 372.28
Longest waiting passenger: P182->6I(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1771
Maximum occupied tiles: 17
Seat events: 113
Single-blocker events: 36
Multiple-blocker events: 20
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 1764
Maximum occupied tiles: 16
Seat events: 117
Single-blocker events: 39
Multiple-blocker events: 22
Temporary aisle reoccupations: 83

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 88
Reservations granted: 87
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7157
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8042
Total stationary ticks: 91863
Seat-event requests: 242
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 477
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 477
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 243\nPrecedence substitutions made: 9\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 9\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 19 | standardDataset=230/230 (100.00%) | complexityOrderedDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | complexityOrderedWorse=false | standardFamily=COMPLETE_CABIN | complexityOrderedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 20
Scenario seed: -1169396298556200010

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 29.80%
Blocker-prone seat share (topology component): 65.31%
Aisle-assignment balance: 96.33%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 906
Passengers seated: 245/245
Average waiting ticks: 398.45
Longest waiting passenger: P186->32E(RIGHT)
Longest waiting ticks: 847

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:tiles10-13:occupied=3:anchor=P242:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 13
Regions dissolved: 1
Repeated reconstructions avoided: 13
Largest region lifetime: 14
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=14
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1773
Maximum occupied tiles: 11
Seat events: 118
Single-blocker events: 31
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

RIGHT AISLE
-----------
Total moves: 1904
Maximum occupied tiles: 11
Seat events: 127
Single-blocker events: 32
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 89
Reservations granted: 89
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4534
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5456
Total stationary ticks: 101373
Seat-event requests: 255
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 435
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 435
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 254\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:38
Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 20
Scenario seed: -1169396298556200010

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Row-zone concentration (diagnostic control): 29.80%
Blocker-prone seat share (topology component): 65.31%
Aisle-assignment balance: 96.33%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 881
Passengers seated: 245/245
Average waiting ticks: 396.45
Longest waiting passenger: P199->9D(RIGHT)
Longest waiting ticks: 857

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1773
Maximum occupied tiles: 16
Seat events: 118
Single-blocker events: 43
Multiple-blocker events: 20
Temporary aisle reoccupations: 83

RIGHT AISLE
-----------
Total moves: 1904
Maximum occupied tiles: 17
Seat events: 127
Single-blocker events: 39
Multiple-blocker events: 35
Temporary aisle reoccupations: 109

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 91
Reservations granted: 86
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7653
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8733
Total stationary ticks: 103815
Seat-event requests: 258
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 573
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 573
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 263\nPrecedence substitutions made: 9\nDependency chains followed: 10\nBlocked by waiting-row occupant: 10\nSubstituted events started: 9\nOccupied-space rejections: 33\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 20 | standardDataset=245/245 (100.00%) | complexityOrderedDataset=245/245 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | complexityOrderedWorse=false | standardFamily=COMPLETE_CABIN | complexityOrderedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 21
Scenario seed: -5845335927644343041

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.43%
Blocker-prone seat share (topology component): 69.57%
Aisle-assignment balance: 98.26%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 815
Passengers seated: 230/230
Average waiting ticks: 371.47
Longest waiting passenger: P7->2E(LEFT)
Longest waiting ticks: 763

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 3
Executable cluster candidates: 3
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: RIGHT:tiles13-16:occupied=4:anchor=P120:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 34
Regions dissolved: 1
Repeated reconstructions avoided: 34
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=35
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1791
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 34
Multiple-blocker events: 4
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1688
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 36
Multiple-blocker events: 7
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 87
Reservations granted: 85
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4386
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5681
Total stationary ticks: 89287
Seat-event requests: 237
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 616
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 616
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 237\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 4\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:38
Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 21
Scenario seed: -5845335927644343041

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Row-zone concentration (diagnostic control): 30.43%
Blocker-prone seat share (topology component): 69.57%
Aisle-assignment balance: 98.26%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 818
Passengers seated: 230/230
Average waiting ticks: 376.47
Longest waiting passenger: P86->4F(LEFT)
Longest waiting ticks: 787

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles19-21:occupied=3:anchor=P211:selected=P33:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1791
Maximum occupied tiles: 19
Seat events: 117
Single-blocker events: 44
Multiple-blocker events: 21
Temporary aisle reoccupations: 86

RIGHT AISLE
-----------
Total moves: 1688
Maximum occupied tiles: 16
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 22
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 83
Reservations granted: 83
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6921
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7854
Total stationary ticks: 92623
Seat-event requests: 247
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 464
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 464
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 246\nPrecedence substitutions made: 9\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 11\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 21 | standardDataset=230/230 (100.00%) | complexityOrderedDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | complexityOrderedWorse=false | standardFamily=COMPLETE_CABIN | complexityOrderedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 22
Scenario seed: 5901802720867875714

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.08%
Blocker-prone seat share (topology component): 58.68%
Aisle-assignment balance: 91.67%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2628
Passengers seated: 271/288
Average waiting ticks: 501.86
Longest waiting passenger: P233->22B(LEFT)
Longest waiting ticks: 2596

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 18
Cluster candidates evaluated: 22
Executable cluster candidates: 0
Rejected cluster candidates: 22
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 17
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2346
Regions dissolved: 0
Repeated reconstructions avoided: 2346
Largest region lifetime: 2347
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2347:occupied=17
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1931
State changes reopening evaluation: 17
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2236
Maximum occupied tiles: 21
Seat events: 115
Single-blocker events: 25
Multiple-blocker events: 12
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 2775
Maximum occupied tiles: 12
Seat events: 156
Single-blocker events: 43
Multiple-blocker events: 18
Temporary aisle reoccupations: 80

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 123
Reservations granted: 123
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 14
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 26853
Longest unresolved passenger ID: 285
Longest unresolved row: 35
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 13
Longest dependency chain: P157(29B/LEFT) -> P224(26G/LEFT) -> P193(28A/LEFT) -> P83(29F/LEFT) -> P29(32F/LEFT) -> P46(36G/LEFT) -> P152(36E/LEFT) -> P135(34B/LEFT) -> P139(34A/LEFT) -> P245(33A/LEFT) -> P63(34C/LEFT) -> P285(35D/LEFT) -> P68(35B/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 157
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 14
Total blocked ticks: 39581
Total stationary ticks: 175761
Seat-event requests: 2241
Failed seat-event starts: 1970

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 68
Critical blocker identity: P68->35B(LEFT)
Direct fan-out: 1
Total indirect descendants: 12
Critical tree size including blocker: 13
Critical tree depth: 13
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 17
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P68(35B/LEFT/WAITING_FOR_SEAT_EVENT)
  P285(35D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P63(34C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P245(33A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P139(34A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P135(34B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P152(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P46(36G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P29(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P83(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P193(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P224(26G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P157(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1969
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 1
Critical blocker required yield tiles: 36
Critical blocker unavailable yield tiles: 36
Critical blocker yield-tile occupants: 24
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 3
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1969
Rear-boundary failures: 1
Middle-bank reservation failures: 0
Active-event deferrals: 1081
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[24]: P24(36A/LEFT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P24->36A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: P24{seat=36A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=266,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 36
Current unavailable yield tiles: 36
Current yield-tile occupants: 24
Final row-event chain: 68|24
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2241\nPrecedence substitutions made: 1\nDependency chains followed: 193\nBlocked by waiting-row occupant: 193\nSubstituted events started: 1\nOccupied-space rejections: 1974\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:38
Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 22
Scenario seed: 5901802720867875714

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Row-zone concentration (diagnostic control): 27.08%
Blocker-prone seat share (topology component): 58.68%
Aisle-assignment balance: 91.67%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2110
Passengers seated: 121/288
Average waiting ticks: 1127.61
Longest waiting passenger: P0->10I(RIGHT)
Longest waiting ticks: 2110

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 36
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 27
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 3610
Regions dissolved: 0
Repeated reconstructions avoided: 3610
Largest region lifetime: 1811
Maximum simultaneous active regions: 2
Regions active at termination: 2
Last lifecycle event: TRACK:R1:age=1811:localMembers=5
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1749
State changes reopening evaluation: 34
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1993
Maximum occupied tiles: 18
Seat events: 81
Single-blocker events: 28
Multiple-blocker events: 12
Temporary aisle reoccupations: 53

RIGHT AISLE
-----------
Total moves: 1646
Maximum occupied tiles: 32
Seat events: 40
Single-blocker events: 13
Multiple-blocker events: 4
Temporary aisle reoccupations: 21

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1839
Reservations granted: 1839
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 135
Remaining moving in aisle: 29
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 51588
Longest unresolved passenger ID: 0
Longest unresolved row: 10
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 27
Longest dependency chain: P231(24F/RIGHT) -> P281(20I/RIGHT) -> P164(15I/RIGHT) -> P147(25I/RIGHT) -> P272(16I/RIGHT) -> P67(21F/RIGHT) -> P141(16H/RIGHT) -> P82(15H/RIGHT) -> P226(21H/RIGHT) -> P50(16G/RIGHT) -> P44(21G/RIGHT) -> P273(20H/RIGHT) -> P258(23G/RIGHT) -> P25(17H/RIGHT) -> P109(24H/RIGHT) -> P174(25G/RIGHT) -> P51(22H/RIGHT) -> P94(19H/RIGHT) -> P212(31E/RIGHT) -> P31(32E/RIGHT) -> P188(35E/RIGHT) -> P12(30E/RIGHT) -> P197(33J/RIGHT) -> P277(33D/RIGHT) -> P110(26J/RIGHT) -> P207(30J/RIGHT) -> P137(27D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 231
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 29
Total blocked ticks: 63430
Total stationary ticks: 381873
Seat-event requests: 1919
Failed seat-event starts: 1798

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 137
Critical blocker identity: P137->27D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 26
Critical tree size including blocker: 27
Critical tree depth: 27
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 32
Unresolved outside passengers: 135
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P137(27D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P207(30J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P110(26J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P277(33D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P197(33J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P12(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P188(35E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P31(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P212(31E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P94(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P51(22H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P174(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P109(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P25(17H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P258(23G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P273(20H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P44(21G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P50(16G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P226(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P82(15H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P141(16H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P67(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P272(16I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P147(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P164(15I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P281(20I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P231(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1796
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 28|29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 3
Yield-tile occupied failures: 1796
Rear-boundary failures: 2
Middle-bank reservation failures: 0
Active-event deferrals: 252
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(32J/RIGHT/MOVING_IN_AISLE@tile30) -> P259(31J/RIGHT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P259->31J(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=32J,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=259,lastMoveTick=302,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 28|29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 165
Final row-event chain: 137|165|259
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1919\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1801\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 22 | standardDataset=271/288 (94.10%) | complexityOrderedDataset=121/288 (42.01%) | seatedDelta=-150 | completionDelta=-52.08% | outsideDelta=+135 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | complexityOrderedWorse=true | standardFamily=LINKED_ROW_EVENT_CHAIN | complexityOrderedFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 23
Scenario seed: -5886756800942795092

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.61%
Blocker-prone seat share (topology component): 67.39%
Aisle-assignment balance: 97.39%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 844
Passengers seated: 230/230
Average waiting ticks: 385.89
Longest waiting passenger: P166->14H(RIGHT)
Longest waiting ticks: 818

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles9-12:occupied=3:anchor=P84:selected=P226:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1724
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1674
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 26
Multiple-blocker events: 11
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 75
Reservations granted: 74
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3907
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4803
Total stationary ticks: 91882
Seat-event requests: 240
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 490
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 490
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 240\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:38
Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 23
Scenario seed: -5886756800942795092

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Row-zone concentration (diagnostic control): 32.61%
Blocker-prone seat share (topology component): 67.39%
Aisle-assignment balance: 97.39%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2349
Passengers seated: 228/230
Average waiting ticks: 394.37
Longest waiting passenger: P6->32F(LEFT)
Longest waiting ticks: 2252

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles18-21:occupied=4:anchor=P15:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 85
Regions dissolved: 2
Repeated reconstructions avoided: 85
Largest region lifetime: 71
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=71
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 17
Seat events: 110
Single-blocker events: 35
Multiple-blocker events: 21
Temporary aisle reoccupations: 77

RIGHT AISLE
-----------
Total moves: 1674
Maximum occupied tiles: 17
Seat events: 118
Single-blocker events: 41
Multiple-blocker events: 27
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1782
Reservations granted: 1781
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6276
Longest unresolved passenger ID: 130
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P130(32A/LEFT) -> P6(32F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 130
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 11519
Total stationary ticks: 98199
Seat-event requests: 1949
Failed seat-event starts: 1721

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 6
Critical blocker identity: P6->32F(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P6(32F/LEFT/WAITING_FOR_SEAT_EVENT)
  P130(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1701
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 1
Critical blocker required yield tiles: 33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 20
Rear-boundary failures: 1701
Middle-bank reservation failures: 1
Active-event deferrals: 854
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1948\nPrecedence substitutions made: 10\nDependency chains followed: 11\nBlocked by waiting-row occupant: 11\nSubstituted events started: 15\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 23 | standardDataset=230/230 (100.00%) | complexityOrderedDataset=228/230 (99.13%) | seatedDelta=-2 | completionDelta=-0.87% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | complexityOrderedWorse=true | standardFamily=COMPLETE_CABIN | complexityOrderedFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 24
Scenario seed: -8002946322880410004

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 881
Passengers seated: 235/235
Average waiting ticks: 383.40
Longest waiting passenger: P13->10A(LEFT)
Longest waiting ticks: 823

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 12
Seat events: 124
Single-blocker events: 31
Multiple-blocker events: 16
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 1587
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 136
Reservations granted: 128
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4518
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5711
Total stationary ticks: 93972
Seat-event requests: 245
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 555
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 555
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 253\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:38
Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 24
Scenario seed: -8002946322880410004

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2286
Passengers seated: 223/235
Average waiting ticks: 427.23
Longest waiting passenger: P72->2F(LEFT)
Longest waiting ticks: 2286

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 3
Cluster candidates evaluated: 3
Executable cluster candidates: 1
Rejected cluster candidates: 2
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 3
Last cluster decision: LEFT:region=R4:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 1554
Regions dissolved: 3
Repeated reconstructions avoided: 1554
Largest region lifetime: 1499
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R4:age=1499:occupied=5
Confirmation deferral ticks: 6
Regions reaching confirmation: 2
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1494
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1746
Maximum occupied tiles: 17
Seat events: 112
Single-blocker events: 40
Multiple-blocker events: 22
Temporary aisle reoccupations: 88

RIGHT AISLE
-----------
Total moves: 1587
Maximum occupied tiles: 15
Seat events: 111
Single-blocker events: 45
Multiple-blocker events: 10
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1622
Reservations granted: 1621
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 4
Remaining moving in aisle: 5
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 7839
Longest unresolved passenger ID: 72
Longest unresolved row: 2
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P76(10E/LEFT) -> P98(7E/LEFT) -> P222(5E/LEFT) -> P125(4E/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 76
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 5
Total blocked ticks: 19905
Total stationary ticks: 113935
Seat-event requests: 1738
Failed seat-event starts: 1515

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 125
Critical blocker identity: P125->4E(LEFT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 8
Unresolved outside passengers: 4
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P125(4E/LEFT/WAITING_FOR_SEAT_EVENT)
  P222(5E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P98(7E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P76(10E/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1515
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 5|6
Critical blocker unavailable yield tiles: 6
Critical blocker yield-tile occupants: 161
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1515
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 558
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[161]: P161(6E/LEFT/WAITING_AT_ROW@tile6) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P161->6E(LEFT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P161{seat=6E,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=6,directBlocker=-1,lastMoveTick=783,reason=WAITING_FOR_SEAT_EVENT,prerequisite=YIELD_TILE_OCCUPIED}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 5|6
Current unavailable yield tiles: 6
Current yield-tile occupants: 161
Final row-event chain: 125|161
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1738\nPrecedence substitutions made: 8\nDependency chains followed: 1508\nBlocked by waiting-row occupant: 1510\nSubstituted events started: 9\nOccupied-space rejections: 6023\nMaximum scheduling-chain depth: 3\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 24 | standardDataset=235/235 (100.00%) | complexityOrderedDataset=223/235 (94.89%) | seatedDelta=-12 | completionDelta=-5.11% | outsideDelta=+4 | clustersDetected=4 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | complexityOrderedWorse=true | standardFamily=COMPLETE_CABIN | complexityOrderedFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 25
Scenario seed: -6793887463250987477

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.38%
Aisle-assignment balance: 95.74%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2527
Passengers seated: 276/282
Average waiting ticks: 487.17
Longest waiting passenger: P197->31D(RIGHT)
Longest waiting ticks: 2476

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 3
Executable cluster candidates: 1
Rejected cluster candidates: 2
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1565
Regions dissolved: 1
Repeated reconstructions avoided: 1565
Largest region lifetime: 1558
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1558:occupied=6
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1524
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2082
Maximum occupied tiles: 13
Seat events: 135
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2295
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 36
Multiple-blocker events: 11
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1672
Reservations granted: 1672
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 6510
Longest unresolved passenger ID: 217
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P249(30F/RIGHT) -> P22(30H/RIGHT) -> P61(30D/RIGHT) -> P208(31F/RIGHT) -> P197(31D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 249
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 15659
Total stationary ticks: 147571
Seat-event requests: 1864
Failed seat-event starts: 1588

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 197
Critical blocker identity: P197->31D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P197(31D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P208(31F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P61(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P22(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P249(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1588
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 32
Critical blocker unavailable yield tiles: 32
Critical blocker yield-tile occupants: 217
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1588
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 802
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[217]: P217(32I/RIGHT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P217->32I(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P217{seat=32I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=32,directBlocker=-1,lastMoveTick=786,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 32
Current unavailable yield tiles: 32
Current yield-tile occupants: 217
Final row-event chain: 197|217
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1863\nPrecedence substitutions made: 3\nDependency chains followed: 1581\nBlocked by waiting-row occupant: 1581\nSubstituted events started: 5\nOccupied-space rejections: 1592\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:38
Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 25
Scenario seed: -6793887463250987477

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.38%
Aisle-assignment balance: 95.74%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2479
Passengers seated: 200/282
Average waiting ticks: 819.22
Longest waiting passenger: P10->5F(RIGHT)
Longest waiting ticks: 2479

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 30
Cluster candidates evaluated: 135
Executable cluster candidates: 0
Rejected cluster candidates: 135
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 30
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2164
Regions dissolved: 0
Repeated reconstructions avoided: 2164
Largest region lifetime: 2165
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2165:occupied=30
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1999
State changes reopening evaluation: 29
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2082
Maximum occupied tiles: 16
Seat events: 135
Single-blocker events: 46
Multiple-blocker events: 35
Temporary aisle reoccupations: 116

RIGHT AISLE
-----------
Total moves: 1888
Maximum occupied tiles: 30
Seat events: 65
Single-blocker events: 20
Multiple-blocker events: 10
Temporary aisle reoccupations: 40

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 52
Remaining moving in aisle: 24
Remaining waiting at row: 6
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 48164
Longest unresolved passenger ID: 10
Longest unresolved row: 5
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 18
Longest dependency chain: P74(12G/RIGHT) -> P255(19I/RIGHT) -> P262(23I/RIGHT) -> P88(16I/RIGHT) -> P2(17I/RIGHT) -> P246(13I/RIGHT) -> P35(15I/RIGHT) -> P268(14I/RIGHT) -> P172(18I/RIGHT) -> P4(21D/RIGHT) -> P219(15D/RIGHT) -> P187(22I/RIGHT) -> P253(14D/RIGHT) -> P173(16D/RIGHT) -> P216(18D/RIGHT) -> P58(21I/RIGHT) -> P223(20I/RIGHT) -> P15(18H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 74
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 24
Total blocked ticks: 67880
Total stationary ticks: 285084
Seat-event requests: 2246
Failed seat-event starts: 2046

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 15
Critical blocker identity: P15->18H(RIGHT)
Direct fan-out: 1
Total indirect descendants: 17
Critical tree size including blocker: 18
Critical tree depth: 18
Frozen internal components: 6
Terminal WAITING_FOR_SEAT_EVENT nodes: 6
Unresolved internal passengers: 30
Unresolved outside passengers: 52
Unresolved internal passengers outside critical tree: 12
Critical blocker tree:
P15(18H/RIGHT/WAITING_FOR_SEAT_EVENT)
  P223(20I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P58(21I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P216(18D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P173(16D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P253(14D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P187(22I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P219(15D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P4(21D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P172(18I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P268(14I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P35(15I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P246(13I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P2(17I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P88(16I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P262(23I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P255(19I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P74(12G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 2042
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 19
Critical blocker unavailable yield tiles: 19
Critical blocker yield-tile occupants: 114
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 3
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 2042
Rear-boundary failures: 4
Middle-bank reservation failures: 0
Active-event deferrals: 595
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 3
Yield-occupant trace: yieldOccupant[114]: P114(20H/RIGHT/MOVING_IN_AISLE@tile19) -> P267(21E/RIGHT/MOVING_IN_AISLE@tile20) -> P12(21H/RIGHT/WAITING_AT_ROW@tile21) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P12->21H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P114{seat=20H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=19,directBlocker=267,lastMoveTick=505,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 19
Current unavailable yield tiles: 19
Current yield-tile occupants: 114
Final row-event chain: 15|114|267|12
Final row-event chain length: 4
Distinct row events in chain: 4
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 6
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2246\nPrecedence substitutions made: 7\nDependency chains followed: 37\nBlocked by waiting-row occupant: 57\nSubstituted events started: 8\nOccupied-space rejections: 8213\nMaximum scheduling-chain depth: 4\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 25 | standardDataset=276/282 (97.87%) | complexityOrderedDataset=200/282 (70.92%) | seatedDelta=-76 | completionDelta=-26.95% | outsideDelta=+52 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | complexityOrderedWorse=true | standardFamily=LINKED_ROW_EVENT_CHAIN | complexityOrderedFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 26
Scenario seed: 722007454514889823

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.49%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1287
Passengers seated: 353/353
Average waiting ticks: 586.65
Longest waiting passenger: P178->2A(LEFT)
Longest waiting ticks: 1226

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 90
Regions dissolved: 4
Repeated reconstructions avoided: 90
Largest region lifetime: 38
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3193
Maximum occupied tiles: 14
Seat events: 182
Single-blocker events: 45
Multiple-blocker events: 30
Temporary aisle reoccupations: 111

RIGHT AISLE
-----------
Total moves: 3005
Maximum occupied tiles: 13
Seat events: 171
Single-blocker events: 47
Multiple-blocker events: 24
Temporary aisle reoccupations: 101

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 160
Reservations granted: 157
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7774
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9701
Total stationary ticks: 213884
Seat-event requests: 378
Failed seat-event starts: 25

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 882
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 25
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 882
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 380\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 30\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:38
Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 26
Scenario seed: 722007454514889823

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.49%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1273
Passengers seated: 353/353
Average waiting ticks: 589.43
Longest waiting passenger: P178->2A(LEFT)
Longest waiting ticks: 1249

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 7
Clusters detected: 7
Activations without intervention: 3
Cluster candidates evaluated: 8
Executable cluster candidates: 3
Rejected cluster candidates: 5
Cluster selections: 3
Cluster-selected events started: 3
Largest detected cluster: 7
Selected release potential total: 15
Last cluster decision: LEFT:tiles1-4:occupied=3:anchor=P22:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 7
Region updates: 141
Regions dissolved: 7
Repeated reconstructions avoided: 141
Largest region lifetime: 40
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R7:lifetime=17
Confirmation deferral ticks: 8
Regions reaching confirmation: 3
Regions dissolved before confirmation: 4
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3193
Maximum occupied tiles: 20
Seat events: 182
Single-blocker events: 52
Multiple-blocker events: 66
Temporary aisle reoccupations: 196

RIGHT AISLE
-----------
Total moves: 3005
Maximum occupied tiles: 19
Seat events: 171
Single-blocker events: 56
Multiple-blocker events: 52
Temporary aisle reoccupations: 166

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 176
Reservations granted: 167
Reservations denied/waited: 9
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 12882
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 14534
Total stationary ticks: 219319
Seat-event requests: 403
Failed seat-event starts: 50

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 903
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 49
Rear-boundary failures: 1
Middle-bank reservation failures: 9
Active-event deferrals: 903
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 410\nPrecedence substitutions made: 26\nDependency chains followed: 34\nBlocked by waiting-row occupant: 42\nSubstituted events started: 31\nOccupied-space rejections: 104\nMaximum scheduling-chain depth: 4\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 26 | standardDataset=353/353 (100.00%) | complexityOrderedDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=7 | clusterSelections=3 | clusterStarts=3 | convertedToSuccess=false | complexityOrderedWorse=false | standardFamily=COMPLETE_CABIN | complexityOrderedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 27
Scenario seed: -5450447113087893164

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1282
Passengers seated: 353/353
Average waiting ticks: 599.70
Longest waiting passenger: P326->9H(RIGHT)
Longest waiting ticks: 1238

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2967
Maximum occupied tiles: 12
Seat events: 174
Single-blocker events: 46
Multiple-blocker events: 23
Temporary aisle reoccupations: 96

RIGHT AISLE
-----------
Total moves: 3223
Maximum occupied tiles: 12
Seat events: 179
Single-blocker events: 52
Multiple-blocker events: 30
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 150
Reservations granted: 150
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7466
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8940
Total stationary ticks: 217898
Seat-event requests: 366
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 762
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 762
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 366\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:38
Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 27
Scenario seed: -5450447113087893164

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2122
Passengers seated: 115/353
Average waiting ticks: 1198.82
Longest waiting passenger: P1->7A(LEFT)
Longest waiting ticks: 2122

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 44
Cluster candidates evaluated: 88
Executable cluster candidates: 1
Rejected cluster candidates: 87
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 36
Selected release potential total: 12
Last cluster decision: RIGHT:region=R2:result=LOWER_HIERARCHICAL_PRIORITY_DEFERRED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 3648
Regions dissolved: 0
Repeated reconstructions avoided: 3648
Largest region lifetime: 1874
Maximum simultaneous active regions: 2
Regions active at termination: 2
Last lifecycle event: UPDATE:R2:age=1776:occupied=32
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1794
State changes reopening evaluation: 43
Region priority competitions: 1624
Regions ranked: 3248
Hierarchical selections: 1624
Lower-priority evaluations deferred: 1577
Highest selected priority score: 39710
Left/right priority wins: 1624/0
Priority ties: 0
Last priority decision: LEFT:R1:score=39710 | RIGHT:R2:score=35310 | selected=LEFT

LEFT AISLE
----------
Total moves: 1613
Maximum occupied tiles: 36
Seat events: 35
Single-blocker events: 11
Multiple-blocker events: 4
Temporary aisle reoccupations: 19

RIGHT AISLE
-----------
Total moves: 2524
Maximum occupied tiles: 33
Seat events: 80
Single-blocker events: 28
Multiple-blocker events: 12
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1887
Reservations granted: 1884
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 12

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 169
Remaining moving in aisle: 61
Remaining waiting at row: 8
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 102846
Longest unresolved passenger ID: 1
Longest unresolved row: 7
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 33
Longest dependency chain: P305(24E/LEFT) -> P221(16B/LEFT) -> P311(22B/LEFT) -> P336(14B/LEFT) -> P141(19B/LEFT) -> P252(18B/LEFT) -> P299(19C/LEFT) -> P137(17C/LEFT) -> P227(20C/LEFT) -> P338(22C/LEFT) -> P188(18C/LEFT) -> P206(24C/LEFT) -> P38(16D/LEFT) -> P194(15D/LEFT) -> P185(23C/LEFT) -> P339(19D/LEFT) -> P296(21C/LEFT) -> P186(25C/LEFT) -> P26(26G/LEFT) -> P89(34F/LEFT) -> P170(34A/LEFT) -> P56(29A/LEFT) -> P313(29G/LEFT) -> P117(35A/LEFT) -> P183(32A/LEFT) -> P71(28F/LEFT) -> P303(33A/LEFT) -> P220(31A/LEFT) -> P114(36A/LEFT) -> P225(36F/LEFT) -> P163(34G/LEFT) -> P101(35G/LEFT) -> P18(33G/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 305
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 61
Total blocked ticks: 123589
Total stationary ticks: 531979
Seat-event requests: 3544
Failed seat-event starts: 3429

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 18
Critical blocker identity: P18->33G(LEFT)
Direct fan-out: 1
Total indirect descendants: 32
Critical tree size including blocker: 33
Critical tree depth: 33
Frozen internal components: 8
Terminal WAITING_FOR_SEAT_EVENT nodes: 8
Unresolved internal passengers: 69
Unresolved outside passengers: 169
Unresolved internal passengers outside critical tree: 36
Critical blocker tree:
P18(33G/LEFT/WAITING_FOR_SEAT_EVENT)
  P101(35G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P163(34G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P225(36F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P114(36A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P220(31A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P303(33A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P71(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P183(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P117(35A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P313(29G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P56(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P170(34A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P89(34F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P26(26G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P186(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P296(21C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P339(19D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P185(23C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P194(15D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P38(16D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P206(24C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P188(18C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P338(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                P227(20C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P137(17C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P299(19C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P252(18B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P141(19B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                          P336(14B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                            P311(22B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                              P221(16B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                                P305(24E/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 3429
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 34|35
Critical blocker unavailable yield tiles: 34|35
Critical blocker yield-tile occupants: 274|262
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 3
Yield-tile occupied failures: 3429
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 694
Simultaneous arbitration losses: 12

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 2
Yield-occupant trace: yieldOccupant[274]: P274(36G/LEFT/MOVING_IN_AISLE@tile34) -> P262(35B/LEFT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[262]: P262(35B/LEFT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P262->35B(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P274{seat=36G,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=34,directBlocker=262,lastMoveTick=246,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P262{seat=35B,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=245,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 34|35
Current unavailable yield tiles: 34|35
Current yield-tile occupants: 274|262
Final row-event chain: 18|274|262
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 6
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3558\nPrecedence substitutions made: 3\nDependency chains followed: 57\nBlocked by waiting-row occupant: 57\nSubstituted events started: 5\nOccupied-space rejections: 6897\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 27 | standardDataset=353/353 (100.00%) | complexityOrderedDataset=115/353 (32.58%) | seatedDelta=-238 | completionDelta=-67.42% | outsideDelta=+169 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | complexityOrderedWorse=true | standardFamily=COMPLETE_CABIN | complexityOrderedFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 28
Scenario seed: 246091010528561545

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1319
Passengers seated: 353/353
Average waiting ticks: 602.32
Longest waiting passenger: P36->10I(RIGHT)
Longest waiting ticks: 1278

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 39
Regions dissolved: 2
Repeated reconstructions avoided: 39
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2983
Maximum occupied tiles: 13
Seat events: 171
Single-blocker events: 42
Multiple-blocker events: 20
Temporary aisle reoccupations: 84

RIGHT AISLE
-----------
Total moves: 3263
Maximum occupied tiles: 15
Seat events: 182
Single-blocker events: 47
Multiple-blocker events: 27
Temporary aisle reoccupations: 108

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 158
Reservations granted: 158
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7403
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8981
Total stationary ticks: 218852
Seat-event requests: 373
Failed seat-event starts: 20

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 798
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 20
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 798
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 373\nPrecedence substitutions made: 3\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 3\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:38
Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 28
Scenario seed: 246091010528561545

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2298
Passengers seated: 141/353
Average waiting ticks: 1326.92
Longest waiting passenger: P1->20I(RIGHT)
Longest waiting ticks: 2298

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 35
Cluster candidates evaluated: 104
Executable cluster candidates: 0
Rejected cluster candidates: 104
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 30
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 3931
Regions dissolved: 0
Repeated reconstructions avoided: 3931
Largest region lifetime: 1998
Maximum simultaneous active regions: 2
Regions active at termination: 2
Last lifecycle event: UPDATE:R1:age=1998:occupied=30
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1959
State changes reopening evaluation: 33
Region priority competitions: 1692
Regions ranked: 3384
Hierarchical selections: 1692
Lower-priority evaluations deferred: 1628
Highest selected priority score: 33110
Left/right priority wins: 0/1692
Priority ties: 0
Last priority decision: LEFT:R2:score=4510 | RIGHT:R1:score=33110 | selected=RIGHT

LEFT AISLE
----------
Total moves: 2633
Maximum occupied tiles: 21
Seat events: 105
Single-blocker events: 36
Multiple-blocker events: 25
Temporary aisle reoccupations: 86

RIGHT AISLE
-----------
Total moves: 1576
Maximum occupied tiles: 32
Seat events: 36
Single-blocker events: 17
Multiple-blocker events: 0
Temporary aisle reoccupations: 17

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 3685
Reservations granted: 3683
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 174
Remaining moving in aisle: 29
Remaining waiting at row: 9
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 57421
Longest unresolved passenger ID: 1
Longest unresolved row: 20
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 27
Longest dependency chain: P87(15H/RIGHT) -> P320(25H/RIGHT) -> P241(20H/RIGHT) -> P138(14H/RIGHT) -> P65(20G/RIGHT) -> P226(19G/RIGHT) -> P264(18H/RIGHT) -> P349(17G/RIGHT) -> P259(19H/RIGHT) -> P172(33D/RIGHT) -> P164(33J/RIGHT) -> P225(26J/RIGHT) -> P163(26E/RIGHT) -> P6(36D/RIGHT) -> P150(30D/RIGHT) -> P100(35E/RIGHT) -> P14(32J/RIGHT) -> P299(26D/RIGHT) -> P263(28J/RIGHT) -> P117(35J/RIGHT) -> P251(30J/RIGHT) -> P326(34E/RIGHT) -> P53(32E/RIGHT) -> P147(27J/RIGHT) -> P23(35D/RIGHT) -> P222(32D/RIGHT) -> P171(27D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 87
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 29
Total blocked ticks: 82544
Total stationary ticks: 532199
Seat-event requests: 3778
Failed seat-event starts: 3637

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 171
Critical blocker identity: P171->27D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 26
Critical tree size including blocker: 27
Critical tree depth: 27
Frozen internal components: 9
Terminal WAITING_FOR_SEAT_EVENT nodes: 9
Unresolved internal passengers: 38
Unresolved outside passengers: 174
Unresolved internal passengers outside critical tree: 11
Critical blocker tree:
P171(27D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P222(32D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P23(35D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P147(27J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P53(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P326(34E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P251(30J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P117(35J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P263(28J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P299(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P14(32J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P100(35E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P150(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P6(36D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P163(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P225(26J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P164(33J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P172(33D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P259(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P349(17G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P264(18H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P226(19G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P65(20G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P138(14H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P241(20H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P320(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P87(15H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 3637
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 28|29
Critical blocker unavailable yield tiles: 28|29
Critical blocker yield-tile occupants: 129|217
Waiting-row passengers with zero blockers: 4
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 5
Yield-tile occupied failures: 3637
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 1165
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 2
Trace length: 1
Yield-occupant trace: yieldOccupant[129]: P129(28E/RIGHT/WAITING_AT_ROW@tile28) -> [OPEN_CHAIN_TO_ROW_EVENT] || yieldOccupant[217]: P217(29J/RIGHT/WAITING_AT_ROW@tile29) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P217->29J(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 2
All yield occupants in same frozen component: false
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=28E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=28,directBlocker=-1,lastMoveTick=303,reason=WAITING_FOR_SEAT_EVENT,prerequisite=YIELD_TILE_OCCUPIED} || P217{seat=29J,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=29,directBlocker=-1,lastMoveTick=302,reason=WAITING_FOR_SEAT_EVENT,prerequisite=YIELD_TILE_OCCUPIED}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 28|29
Current unavailable yield tiles: 28|29
Current yield-tile occupants: 129|217
Final row-event chain: 171|129
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 8
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3780\nPrecedence substitutions made: 2\nDependency chains followed: 1998\nBlocked by waiting-row occupant: 5987\nSubstituted events started: 1\nOccupied-space rejections: 23394\nMaximum scheduling-chain depth: 4\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 28 | standardDataset=353/353 (100.00%) | complexityOrderedDataset=141/353 (39.94%) | seatedDelta=-212 | completionDelta=-60.06% | outsideDelta=+174 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | complexityOrderedWorse=true | standardFamily=COMPLETE_CABIN | complexityOrderedFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 29
Scenario seed: 4203914317130684635

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.05%
Blocker-prone seat share (topology component): 67.57%
Aisle-assignment balance: 99.61%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2413
Passengers seated: 257/259
Average waiting ticks: 430.23
Longest waiting passenger: P157->31I(RIGHT)
Longest waiting ticks: 2353

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1895
Maximum occupied tiles: 12
Seat events: 130
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 2013
Maximum occupied tiles: 12
Seat events: 127
Single-blocker events: 38
Multiple-blocker events: 9
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 89
Reservations granted: 89
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4711
Longest unresolved passenger ID: 177
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P177(32G/RIGHT) -> P157(31I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 177
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 9006
Total stationary ticks: 116891
Seat-event requests: 1811
Failed seat-event starts: 1554

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 157
Critical blocker identity: P157->31I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P157(31I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P177(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1544
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 10
Rear-boundary failures: 1544
Middle-bank reservation failures: 0
Active-event deferrals: 630
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1811\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:38
Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 29
Scenario seed: 4203914317130684635

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Row-zone concentration (diagnostic control): 32.05%
Blocker-prone seat share (topology component): 67.57%
Aisle-assignment balance: 99.61%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2405
Passengers seated: 246/259
Average waiting ticks: 448.74
Longest waiting passenger: P218->19D(RIGHT)
Longest waiting ticks: 2362

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 12
Cluster candidates evaluated: 19
Executable cluster candidates: 1
Rejected cluster candidates: 18
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 7
Selected release potential total: 3
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 2202
Regions dissolved: 2
Repeated reconstructions avoided: 2202
Largest region lifetime: 2171
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2171:occupied=6
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1711
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1895
Maximum occupied tiles: 18
Seat events: 130
Single-blocker events: 47
Multiple-blocker events: 30
Temporary aisle reoccupations: 107

RIGHT AISLE
-----------
Total moves: 1999
Maximum occupied tiles: 21
Seat events: 116
Single-blocker events: 37
Multiple-blocker events: 21
Temporary aisle reoccupations: 79

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1803
Reservations granted: 1803
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 7
Remaining waiting at row: 6
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 14920
Longest unresolved passenger ID: 21
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P15(26I/RIGHT) -> P157(31I/RIGHT) -> P202(28I/RIGHT) -> P137(29I/RIGHT) -> P219(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 15
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 7
Total blocked ticks: 35193
Total stationary ticks: 137503
Seat-event requests: 1998
Failed seat-event starts: 1752

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 219
Critical blocker identity: P219->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 6
Terminal WAITING_FOR_SEAT_EVENT nodes: 6
Unresolved internal passengers: 13
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 8
Critical blocker tree:
P219(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P137(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P202(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P157(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P15(26I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 1963
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 21
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 4
Yield-tile occupied failures: 1748
Rear-boundary failures: 4
Middle-bank reservation failures: 0
Active-event deferrals: 1963
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[21]: P21(32I/RIGHT/MOVING_IN_AISLE@tile31) -> P140(32D/RIGHT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P140->32D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: P21{seat=32I,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=31,directBlocker=140,lastMoveTick=216,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: 21
Final row-event chain: 219|21|140
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 6
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1997\nPrecedence substitutions made: 9\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 4952\nSubstituted events started: 8\nOccupied-space rejections: 16770\nMaximum scheduling-chain depth: 4\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 29 | standardDataset=257/259 (99.23%) | complexityOrderedDataset=246/259 (94.98%) | seatedDelta=-11 | completionDelta=-4.25% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | complexityOrderedWorse=true | standardFamily=REAR_BOUNDARY_LOCK | complexityOrderedFamily=MOVING_PASSENGER_YIELD_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 30
Scenario seed: -7557663346310737177

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 59.06%
Aisle-assignment balance: 98.25%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1236
Passengers seated: 342/342
Average waiting ticks: 564.65
Longest waiting passenger: P20->31I(RIGHT)
Longest waiting ticks: 1184

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 5
Clusters detected: 5
Activations without intervention: 6
Cluster candidates evaluated: 4
Executable cluster candidates: 4
Rejected cluster candidates: 0
Cluster selections: 4
Cluster-selected events started: 5
Largest detected cluster: 7
Selected release potential total: 16
Last cluster decision: RIGHT:tiles20-22:occupied=3:anchor=P236:selected=P293:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 5
Region updates: 88
Regions dissolved: 5
Repeated reconstructions avoided: 88
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R5:lifetime=9
Confirmation deferral ticks: 8
Regions reaching confirmation: 3
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 4
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2986
Maximum occupied tiles: 14
Seat events: 168
Single-blocker events: 37
Multiple-blocker events: 26
Temporary aisle reoccupations: 94

RIGHT AISLE
-----------
Total moves: 2895
Maximum occupied tiles: 16
Seat events: 174
Single-blocker events: 43
Multiple-blocker events: 31
Temporary aisle reoccupations: 110

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 159
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7405
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9317
Total stationary ticks: 199595
Seat-event requests: 382
Failed seat-event starts: 40

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 861
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 40
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 861
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 378\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 14\nOccupied-space rejections: 50\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
============================================================
Date/Time: 2026-07-16 23:22:38
Experiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 30
Scenario seed: -7557663346310737177

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 59.06%
Aisle-assignment balance: 98.25%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2235
Passengers seated: 143/342
Average waiting ticks: 1229.33
Longest waiting passenger: P2->7B(LEFT)
Longest waiting ticks: 2235

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 26
Cluster candidates evaluated: 118
Executable cluster candidates: 0
Rejected cluster candidates: 118
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 35
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:result=LOWER_HIERARCHICAL_PRIORITY_DEFERRED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 3851
Regions dissolved: 2
Repeated reconstructions avoided: 3851
Largest region lifetime: 1924
Maximum simultaneous active regions: 3
Regions active at termination: 2
Last lifecycle event: UPDATE:R3:age=1897:occupied=4
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1874
State changes reopening evaluation: 24
Region priority competitions: 1665
Regions ranked: 3330
Hierarchical selections: 1665
Lower-priority evaluations deferred: 1605
Highest selected priority score: 38610
Left/right priority wins: 1665/0
Priority ties: 0
Last priority decision: LEFT:R1:score=38610 | RIGHT:R3:score=4510 | selected=LEFT

LEFT AISLE
----------
Total moves: 1853
Maximum occupied tiles: 35
Seat events: 43
Single-blocker events: 14
Multiple-blocker events: 6
Temporary aisle reoccupations: 26

RIGHT AISLE
-----------
Total moves: 2439
Maximum occupied tiles: 18
Seat events: 100
Single-blocker events: 35
Multiple-blocker events: 23
Temporary aisle reoccupations: 82

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1957
Reservations granted: 1957
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 160
Remaining moving in aisle: 31
Remaining waiting at row: 8
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 58750
Longest unresolved passenger ID: 2
Longest unresolved row: 7
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 26
Longest dependency chain: P86(20B/LEFT) -> P75(19B/LEFT) -> P131(21E/LEFT) -> P9(22B/LEFT) -> P74(25B/LEFT) -> P128(14B/LEFT) -> P0(18E/LEFT) -> P65(17C/LEFT) -> P137(24C/LEFT) -> P216(25C/LEFT) -> P122(22C/LEFT) -> P168(16C/LEFT) -> P15(18C/LEFT) -> P223(25D/LEFT) -> P36(20C/LEFT) -> P84(21D/LEFT) -> P325(23D/LEFT) -> P108(19C/LEFT) -> P211(21C/LEFT) -> P42(24D/LEFT) -> P133(23C/LEFT) -> P160(27G/LEFT) -> P38(28F/LEFT) -> P43(28A/LEFT) -> P31(34F/LEFT) -> P276(26G/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 86
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 31
Total blocked ticks: 82166
Total stationary ticks: 486146
Seat-event requests: 3682
Failed seat-event starts: 3539

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 276
Critical blocker identity: P276->26G(LEFT)
Direct fan-out: 1
Total indirect descendants: 25
Critical tree size including blocker: 26
Critical tree depth: 26
Frozen internal components: 8
Terminal WAITING_FOR_SEAT_EVENT nodes: 8
Unresolved internal passengers: 39
Unresolved outside passengers: 160
Unresolved internal passengers outside critical tree: 13
Critical blocker tree:
P276(26G/LEFT/WAITING_FOR_SEAT_EVENT)
  P31(34F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P43(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P38(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P160(27G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P133(23C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P42(24D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P211(21C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P108(19C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P325(23D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P84(21D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P36(20C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P223(25D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P15(18C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P168(16C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P122(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P216(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P137(24C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P65(17C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P0(18E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P128(14B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P74(25B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P9(22B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P131(21E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                P75(19B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P86(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 3522
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 27|28|29
Critical blocker unavailable yield tiles: 27|28|29
Critical blocker yield-tile occupants: 304|24|329
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 6
Yield-tile occupied failures: 3522
Rear-boundary failures: 17
Middle-bank reservation failures: 0
Active-event deferrals: 820
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 3
Trace length: 3
Yield-occupant trace: yieldOccupant[304]: P304(32A/LEFT/MOVING_IN_AISLE@tile27) -> P24(33F/LEFT/MOVING_IN_AISLE@tile28) -> P329(29A/LEFT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[24]: P24(33F/LEFT/MOVING_IN_AISLE@tile28) -> P329(29A/LEFT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[329]: P329(29A/LEFT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P329->29A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P304{seat=32A,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=24,lastMoveTick=330,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P24{seat=33F,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=28,directBlocker=329,lastMoveTick=329,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P329{seat=29A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=29,directBlocker=-1,lastMoveTick=328,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 27|28|29
Current unavailable yield tiles: 27|28|29
Current yield-tile occupants: 304|24|329
Final row-event chain: 276|304|24|329
Final row-event chain length: 4
Distinct row events in chain: 4
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 8
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: COARSE_COHORT_COMPLEXITY_ORDERED_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3682\nPrecedence substitutions made: 6\nDependency chains followed: 13\nBlocked by waiting-row occupant: 16\nSubstituted events started: 7\nOccupied-space rejections: 9332\nMaximum scheduling-chain depth: 3\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 30 | standardDataset=342/342 (100.00%) | complexityOrderedDataset=143/342 (41.81%) | seatedDelta=-199 | completionDelta=-58.19% | outsideDelta=+160 | clustersDetected=4 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | complexityOrderedWorse=true | standardFamily=COMPLETE_CABIN | complexityOrderedFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 23
COARSE-COHORT BLOCKER-COMPLEXITY ORDERING
************************************************************
Experiment seed: 2083790101901
Scenarios executed: 60
Successful completions: 29
Incomplete/MAX_TICKS: 31
Average completed ticks: 1687.67
Average waiting ticks: 541.19
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:26
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 1
Scenario seed: -4248938912819631269

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2327
Passengers seated: 221/235
Average waiting ticks: 455.32
Longest waiting passenger: P6->10H(RIGHT)
Longest waiting ticks: 2327

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 3
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles25-27:occupied=3:anchor=P29:selected=P181:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 15
Regions dissolved: 1
Repeated reconstructions avoided: 15
Largest region lifetime: 16
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=16
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1708
Maximum occupied tiles: 13
Seat events: 116
Single-blocker events: 28
Multiple-blocker events: 19
Temporary aisle reoccupations: 71

RIGHT AISLE
-----------
Total moves: 1555
Maximum occupied tiles: 12
Seat events: 105
Single-blocker events: 26
Multiple-blocker events: 9
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1717
Reservations granted: 1709
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 8
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5451
Longest unresolved passenger ID: 6
Longest unresolved row: 10
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P82(30E/RIGHT) -> P15(6G/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 82
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 15044
Total stationary ticks: 115476
Seat-event requests: 1820
Failed seat-event starts: 1599

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 15
Critical blocker identity: P15->6G(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 8
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P15(6G/RIGHT/WAITING_FOR_SEAT_EVENT)
  P82(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1599
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1599
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 519
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1828\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 4\nOccupied-space rejections: 1601\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:26
Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 1
Scenario seed: -4248938912819631269

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 828
Passengers seated: 235/235
Average waiting ticks: 377.59
Longest waiting passenger: P21->5C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 3
Executable cluster candidates: 3
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 5
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 32
Regions dissolved: 2
Repeated reconstructions avoided: 32
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1708
Maximum occupied tiles: 17
Seat events: 116
Single-blocker events: 29
Multiple-blocker events: 19
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1734
Maximum occupied tiles: 16
Seat events: 119
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 137
Reservations granted: 129
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7465
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8487
Total stationary ticks: 95407
Seat-event requests: 247
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 506
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 506
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 254\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 01 | standardDataset=221/235 (94.04%) | geometryWeightedDataset=235/235 (100.00%) | seatedDelta=+14 | completionDelta=+5.96% | outsideDelta=-8 | clustersDetected=2 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=true | geometryWeightedWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | geometryWeightedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:26
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 2
Scenario seed: 2182383722134259186

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.46%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 784
Passengers seated: 216/216
Average waiting ticks: 350.50
Longest waiting passenger: P151->14E(LEFT)
Longest waiting ticks: 733

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 39
Regions dissolved: 2
Repeated reconstructions avoided: 39
Largest region lifetime: 33
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=33
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1653
Maximum occupied tiles: 15
Seat events: 111
Single-blocker events: 23
Multiple-blocker events: 10
Temporary aisle reoccupations: 48

RIGHT AISLE
-----------
Total moves: 1511
Maximum occupied tiles: 11
Seat events: 105
Single-blocker events: 27
Multiple-blocker events: 4
Temporary aisle reoccupations: 36

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 117
Reservations granted: 114
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3806
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4946
Total stationary ticks: 78953
Seat-event requests: 222
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 568
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 568
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 225\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:26
Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 2
Scenario seed: 2182383722134259186

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.46%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 774
Passengers seated: 216/216
Average waiting ticks: 350.48
Longest waiting passenger: P169->7B(LEFT)
Longest waiting ticks: 751

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles15-17:occupied=3:anchor=P45:selected=P146:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1653
Maximum occupied tiles: 15
Seat events: 111
Single-blocker events: 23
Multiple-blocker events: 10
Temporary aisle reoccupations: 48

RIGHT AISLE
-----------
Total moves: 1511
Maximum occupied tiles: 15
Seat events: 105
Single-blocker events: 27
Multiple-blocker events: 4
Temporary aisle reoccupations: 36

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 117
Reservations granted: 114
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6376
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7241
Total stationary ticks: 81333
Seat-event requests: 222
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 494
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 494
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 224\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 02 | standardDataset=216/216 (100.00%) | geometryWeightedDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | geometryWeightedWorse=false | standardFamily=COMPLETE_CABIN | geometryWeightedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:26
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 3
Scenario seed: -1064509833421198483

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 60.46%
Aisle-assignment balance: 90.85%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1221
Passengers seated: 306/306
Average waiting ticks: 527.75
Longest waiting passenger: P261->32E(LEFT)
Longest waiting ticks: 1159

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:tiles19-21:occupied=3:anchor=P59:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 9
Regions dissolved: 1
Repeated reconstructions avoided: 9
Largest region lifetime: 10
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=10
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2940
Maximum occupied tiles: 13
Seat events: 167
Single-blocker events: 44
Multiple-blocker events: 18
Temporary aisle reoccupations: 83

RIGHT AISLE
-----------
Total moves: 2427
Maximum occupied tiles: 14
Seat events: 139
Single-blocker events: 36
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 123
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6313
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8018
Total stationary ticks: 166969
Seat-event requests: 316
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 875
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 875
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 318\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:26
Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 3
Scenario seed: -1064509833421198483

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 60.46%
Aisle-assignment balance: 90.85%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1181
Passengers seated: 306/306
Average waiting ticks: 539.97
Longest waiting passenger: P205->3F(LEFT)
Longest waiting ticks: 1171

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles18-21:occupied=3:anchor=P218:selected=P237:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2940
Maximum occupied tiles: 18
Seat events: 167
Single-blocker events: 46
Multiple-blocker events: 18
Temporary aisle reoccupations: 85

RIGHT AISLE
-----------
Total moves: 2427
Maximum occupied tiles: 17
Seat events: 139
Single-blocker events: 34
Multiple-blocker events: 10
Temporary aisle reoccupations: 54

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 121
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 10036
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 11020
Total stationary ticks: 174085
Seat-event requests: 315
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 571
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 571
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 318\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 03 | standardDataset=306/306 (100.00%) | geometryWeightedDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | geometryWeightedWorse=false | standardFamily=COMPLETE_CABIN | geometryWeightedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:26
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 4
Scenario seed: 7274058025060234938

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 75.88%
Aisle-assignment balance: 93.86%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2365
Passengers seated: 226/228
Average waiting ticks: 398.28
Longest waiting passenger: P227->28F(LEFT)
Longest waiting ticks: 2283

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1789
Maximum occupied tiles: 14
Seat events: 119
Single-blocker events: 33
Multiple-blocker events: 12
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 1509
Maximum occupied tiles: 10
Seat events: 107
Single-blocker events: 23
Multiple-blocker events: 10
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1622
Reservations granted: 1622
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4118
Longest unresolved passenger ID: 146
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 1
Longest dependency chain: P146(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 146
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8146
Total stationary ticks: 94195
Seat-event requests: 1739
Failed seat-event starts: 1513

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 146
Critical blocker identity: P146->30F(LEFT)
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 1
Critical tree depth: 1
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P146(30F/LEFT/WAITING_FOR_SEAT_EVENT)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1513
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 538
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 31|32|33
Current unavailable yield tiles: 31|32|33
Current yield-tile occupants: -1|-1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1739\nPrecedence substitutions made: 2\nDependency chains followed: 1509\nBlocked by waiting-row occupant: 1509\nSubstituted events started: 2\nOccupied-space rejections: 1514\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:26
Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 4
Scenario seed: 7274058025060234938

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 75.88%
Aisle-assignment balance: 93.86%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2345
Passengers seated: 226/228
Average waiting ticks: 411.31
Longest waiting passenger: P227->28F(LEFT)
Longest waiting ticks: 2272

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1789
Maximum occupied tiles: 15
Seat events: 119
Single-blocker events: 34
Multiple-blocker events: 12
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1509
Maximum occupied tiles: 14
Seat events: 107
Single-blocker events: 25
Multiple-blocker events: 8
Temporary aisle reoccupations: 42

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1752
Reservations granted: 1745
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6109
Longest unresolved passenger ID: 146
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 1
Longest dependency chain: P146(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 146
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 10907
Total stationary ticks: 99009
Seat-event requests: 1862
Failed seat-event starts: 1636

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 146
Critical blocker identity: P146->30F(LEFT)
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 1
Critical tree depth: 1
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P146(30F/LEFT/WAITING_FOR_SEAT_EVENT)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1636
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1636
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 1067
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 31|32|33
Current unavailable yield tiles: 31|32|33
Current yield-tile occupants: -1|-1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1869\nPrecedence substitutions made: 4\nDependency chains followed: 1636\nBlocked by waiting-row occupant: 1636\nSubstituted events started: 6\nOccupied-space rejections: 1638\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 04 | standardDataset=226/228 (99.12%) | geometryWeightedDataset=226/228 (99.12%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geometryWeightedWorse=false | standardFamily=REAR_BOUNDARY_LOCK | geometryWeightedFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:26
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 5
Scenario seed: -6917015326788615388

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.43%
Blocker-prone seat share (topology component): 65.71%
Aisle-assignment balance: 94.69%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2418
Passengers seated: 239/245
Average waiting ticks: 410.04
Longest waiting passenger: P89->32A(LEFT)
Longest waiting ticks: 2351

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 3
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 6
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1803
Regions dissolved: 0
Repeated reconstructions avoided: 1803
Largest region lifetime: 1804
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1804:occupied=6
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1677
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 14
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 10
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 2014
Maximum occupied tiles: 12
Seat events: 129
Single-blocker events: 29
Multiple-blocker events: 9
Temporary aisle reoccupations: 47

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 84
Reservations granted: 84
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 5
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 9039
Longest unresolved passenger ID: 50
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 6
Longest dependency chain: P153(29A/LEFT) -> P175(30B/LEFT) -> P210(30C/LEFT) -> P107(32E/LEFT) -> P50(32D/LEFT) -> P89(32A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 153
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 5
Total blocked ticks: 15892
Total stationary ticks: 112835
Seat-event requests: 1931
Failed seat-event starts: 1692

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 89
Critical blocker identity: P89->32A(LEFT)
Direct fan-out: 1
Total indirect descendants: 5
Critical tree size including blocker: 6
Critical tree depth: 6
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P89(32A/LEFT/WAITING_FOR_SEAT_EVENT)
  P50(32D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P107(32E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P210(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P175(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P153(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1687
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 1
Critical blocker required yield tiles: 33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 1687
Middle-bank reservation failures: 0
Active-event deferrals: 579
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1931\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:26
Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 5
Scenario seed: -6917015326788615388

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 31.43%
Blocker-prone seat share (topology component): 65.71%
Aisle-assignment balance: 94.69%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 903
Passengers seated: 245/245
Average waiting ticks: 411.20
Longest waiting passenger: P230->4F(RIGHT)
Longest waiting ticks: 889

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:tiles16-18:occupied=3:anchor=P173:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 15
Regions dissolved: 1
Repeated reconstructions avoided: 15
Largest region lifetime: 16
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=16
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1785
Maximum occupied tiles: 19
Seat events: 116
Single-blocker events: 34
Multiple-blocker events: 10
Temporary aisle reoccupations: 54

RIGHT AISLE
-----------
Total moves: 2014
Maximum occupied tiles: 15
Seat events: 129
Single-blocker events: 30
Multiple-blocker events: 9
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 87
Reservations granted: 87
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7706
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8566
Total stationary ticks: 107567
Seat-event requests: 250
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 481
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 481
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 7\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 05 | standardDataset=239/245 (97.55%) | geometryWeightedDataset=245/245 (100.00%) | seatedDelta=+6 | completionDelta=+2.45% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=true | geometryWeightedWorse=false | standardFamily=REAR_BOUNDARY_LOCK | geometryWeightedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 6
Scenario seed: -6052676718379281108

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.09%
Blocker-prone seat share (topology component): 61.42%
Aisle-assignment balance: 98.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1176
Passengers seated: 324/324
Average waiting ticks: 531.73
Longest waiting passenger: P170->33I(RIGHT)
Longest waiting ticks: 1101

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=2:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 32
Regions dissolved: 2
Repeated reconstructions avoided: 32
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2704
Maximum occupied tiles: 15
Seat events: 159
Single-blocker events: 38
Multiple-blocker events: 16
Temporary aisle reoccupations: 75

RIGHT AISLE
-----------
Total moves: 2998
Maximum occupied tiles: 16
Seat events: 165
Single-blocker events: 54
Multiple-blocker events: 18
Temporary aisle reoccupations: 93

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 145
Reservations granted: 142
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7449
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9042
Total stationary ticks: 178799
Seat-event requests: 340
Failed seat-event starts: 16

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 755
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 16
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 755
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 343\nPrecedence substitutions made: 9\nDependency chains followed: 11\nBlocked by waiting-row occupant: 11\nSubstituted events started: 10\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:27
Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 6
Scenario seed: -6052676718379281108

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 28.09%
Blocker-prone seat share (topology component): 61.42%
Aisle-assignment balance: 98.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1184
Passengers seated: 324/324
Average waiting ticks: 541.65
Longest waiting passenger: P245->8A(LEFT)
Longest waiting ticks: 1166

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 33
Regions dissolved: 2
Repeated reconstructions avoided: 33
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2704
Maximum occupied tiles: 19
Seat events: 159
Single-blocker events: 39
Multiple-blocker events: 15
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2998
Maximum occupied tiles: 19
Seat events: 165
Single-blocker events: 54
Multiple-blocker events: 19
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 141
Reservations granted: 140
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 11870
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 13133
Total stationary ticks: 186249
Seat-event requests: 335
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 636
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 636
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 336\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 8\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 06 | standardDataset=324/324 (100.00%) | geometryWeightedDataset=324/324 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geometryWeightedWorse=false | standardFamily=COMPLETE_CABIN | geometryWeightedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 7
Scenario seed: -4884639050347842300

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 67.15%
Aisle-assignment balance: 95.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1030
Passengers seated: 274/274
Average waiting ticks: 463.15
Longest waiting passenger: P183->19E(RIGHT)
Longest waiting ticks: 980

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles21-23:occupied=3:anchor=P164:selected=P134:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2017
Maximum occupied tiles: 14
Seat events: 131
Single-blocker events: 38
Multiple-blocker events: 12
Temporary aisle reoccupations: 62

RIGHT AISLE
-----------
Total moves: 2235
Maximum occupied tiles: 10
Seat events: 143
Single-blocker events: 48
Multiple-blocker events: 14
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 98
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4791
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5929
Total stationary ticks: 130757
Seat-event requests: 286
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 595
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 595
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 285\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:27
Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 7
Scenario seed: -4884639050347842300

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 67.15%
Aisle-assignment balance: 95.62%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2456
Passengers seated: 256/274
Average waiting ticks: 473.85
Longest waiting passenger: P87->24F(LEFT)
Longest waiting ticks: 2403

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 9
Cluster candidates evaluated: 4
Executable cluster candidates: 0
Rejected cluster candidates: 4
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 10
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 4245
Regions dissolved: 0
Repeated reconstructions avoided: 4245
Largest region lifetime: 2131
Maximum simultaneous active regions: 2
Regions active at termination: 2
Last lifecycle event: UPDATE:R2:age=2116:occupied=10
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1772
State changes reopening evaluation: 7
Region priority competitions: 1638
Regions ranked: 3276
Hierarchical selections: 1638
Lower-priority evaluations deferred: 1595
Highest selected priority score: 11110
Left/right priority wins: 3/1635
Priority ties: 0
Last priority decision: LEFT:R1:score=8910 | RIGHT:R2:score=11110 | selected=RIGHT

LEFT AISLE
----------
Total moves: 2002
Maximum occupied tiles: 19
Seat events: 123
Single-blocker events: 36
Multiple-blocker events: 8
Temporary aisle reoccupations: 52

RIGHT AISLE
-----------
Total moves: 2207
Maximum occupied tiles: 20
Seat events: 133
Single-blocker events: 42
Multiple-blocker events: 11
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1802
Reservations granted: 1799
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 13
Remaining waiting at row: 5
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 27764
Longest unresolved passenger ID: 52
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P21(32D/RIGHT) -> P213(31G/RIGHT) -> P166(32I/RIGHT) -> P52(32E/RIGHT) -> P154(32H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 21
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 13
Total blocked ticks: 46472
Total stationary ticks: 164013
Seat-event requests: 3657
Failed seat-event starts: 3401

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 145
Critical blocker identity: P145->27H(RIGHT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 5
Terminal WAITING_FOR_SEAT_EVENT nodes: 5
Unresolved internal passengers: 18
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 13
Critical blocker tree:
P145(27H/RIGHT/WAITING_FOR_SEAT_EVENT)
  P167(29D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P128(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P137(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P117(31E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 3374
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 28
Critical blocker unavailable yield tiles: 28
Critical blocker yield-tile occupants: 21
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 3
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 3374
Rear-boundary failures: 27
Middle-bank reservation failures: 3
Active-event deferrals: 2063
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 5
Yield-occupant trace: yieldOccupant[21]: P21(32D/RIGHT/MOVING_IN_AISLE@tile28) -> P213(31G/RIGHT/MOVING_IN_AISLE@tile29) -> P166(32I/RIGHT/MOVING_IN_AISLE@tile30) -> P52(32E/RIGHT/MOVING_IN_AISLE@tile31) -> P154(32H/RIGHT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P154->32H(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P21{seat=32D,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=28,directBlocker=213,lastMoveTick=346,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 28
Current unavailable yield tiles: 28
Current yield-tile occupants: 21
Final row-event chain: 145|21|213|166|52|154
Final row-event chain length: 6
Distinct row events in chain: 6
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 5
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3660\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 3377\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 07 | standardDataset=274/274 (100.00%) | geometryWeightedDataset=256/274 (93.43%) | seatedDelta=-18 | completionDelta=-6.57% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geometryWeightedWorse=true | standardFamily=COMPLETE_CABIN | geometryWeightedFamily=MOVING_PASSENGER_YIELD_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 8
Scenario seed: 5987859498965562411

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.77%
Blocker-prone seat share (topology component): 76.56%
Aisle-assignment balance: 93.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 722
Passengers seated: 192/192
Average waiting ticks: 309.84
Longest waiting passenger: P6->4H(RIGHT)
Longest waiting ticks: 667

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1286
Maximum occupied tiles: 12
Seat events: 90
Single-blocker events: 17
Multiple-blocker events: 6
Temporary aisle reoccupations: 30

RIGHT AISLE
-----------
Total moves: 1496
Maximum occupied tiles: 11
Seat events: 102
Single-blocker events: 22
Multiple-blocker events: 7
Temporary aisle reoccupations: 37

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 99
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3347
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4372
Total stationary ticks: 62355
Seat-event requests: 198
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 512
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 198\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:27
Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 8
Scenario seed: 5987859498965562411

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 31.77%
Blocker-prone seat share (topology component): 76.56%
Aisle-assignment balance: 93.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 705
Passengers seated: 192/192
Average waiting ticks: 311.49
Longest waiting passenger: P6->4H(RIGHT)
Longest waiting ticks: 684

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:tiles10-14:occupied=4:anchor=P191:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 40
Regions dissolved: 3
Repeated reconstructions avoided: 40
Largest region lifetime: 21
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=21
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1286
Maximum occupied tiles: 16
Seat events: 90
Single-blocker events: 18
Multiple-blocker events: 4
Temporary aisle reoccupations: 27

RIGHT AISLE
-----------
Total moves: 1496
Maximum occupied tiles: 17
Seat events: 102
Single-blocker events: 23
Multiple-blocker events: 8
Temporary aisle reoccupations: 40

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 105
Reservations granted: 98
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5759
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6709
Total stationary ticks: 65074
Seat-event requests: 202
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 440
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 440
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 209\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 08 | standardDataset=192/192 (100.00%) | geometryWeightedDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | geometryWeightedWorse=false | standardFamily=COMPLETE_CABIN | geometryWeightedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 9
Scenario seed: 7140648722707885309

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.26%
Blocker-prone seat share (topology component): 73.15%
Aisle-assignment balance: 95.37%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 808
Passengers seated: 216/216
Average waiting ticks: 349.20
Longest waiting passenger: P151->29F(LEFT)
Longest waiting ticks: 737

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 51
Regions dissolved: 2
Repeated reconstructions avoided: 51
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1614
Maximum occupied tiles: 12
Seat events: 113
Single-blocker events: 26
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1539
Maximum occupied tiles: 12
Seat events: 103
Single-blocker events: 22
Multiple-blocker events: 9
Temporary aisle reoccupations: 42

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 119
Reservations granted: 119
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4087
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5106
Total stationary ticks: 78919
Seat-event requests: 224
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 487
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 487
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 224\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:27
Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 9
Scenario seed: 7140648722707885309

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 34.26%
Blocker-prone seat share (topology component): 73.15%
Aisle-assignment balance: 95.37%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2278
Passengers seated: 212/216
Average waiting ticks: 361.31
Longest waiting passenger: P195->29D(LEFT)
Longest waiting ticks: 2194

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 5
Cluster candidates evaluated: 5
Executable cluster candidates: 1
Rejected cluster candidates: 4
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 2030
Regions dissolved: 2
Repeated reconstructions avoided: 2030
Largest region lifetime: 2001
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2001:occupied=4
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1617
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1610
Maximum occupied tiles: 16
Seat events: 109
Single-blocker events: 22
Multiple-blocker events: 8
Temporary aisle reoccupations: 41

RIGHT AISLE
-----------
Total moves: 1539
Maximum occupied tiles: 16
Seat events: 103
Single-blocker events: 23
Multiple-blocker events: 7
Temporary aisle reoccupations: 41

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1767
Reservations granted: 1755
Reservations denied/waited: 12
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6393
Longest unresolved passenger ID: 181
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P151(29F/LEFT) -> P181(30B/LEFT) -> P195(29D/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 151
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 15324
Total stationary ticks: 87702
Seat-event requests: 1859
Failed seat-event starts: 1647

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 195
Critical blocker identity: P195->29D(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 4
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P195(29D/LEFT/WAITING_FOR_SEAT_EVENT)
  P181(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P151(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1647
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 103
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1647
Rear-boundary failures: 0
Middle-bank reservation failures: 12
Active-event deferrals: 1090
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[103]: P103(30E/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P103->30E(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P103{seat=30E,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=205,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 30
Current unavailable yield tiles: 30
Current yield-tile occupants: 103
Final row-event chain: 195|103
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1870\nPrecedence substitutions made: 5\nDependency chains followed: 1646\nBlocked by waiting-row occupant: 1646\nSubstituted events started: 7\nOccupied-space rejections: 1654\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 09 | standardDataset=216/216 (100.00%) | geometryWeightedDataset=212/216 (98.15%) | seatedDelta=-4 | completionDelta=-1.85% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | geometryWeightedWorse=true | standardFamily=COMPLETE_CABIN | geometryWeightedFamily=LINKED_ROW_EVENT_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 10
Scenario seed: -4639142616902254495

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.81%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 97.92%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 697
Passengers seated: 192/192
Average waiting ticks: 306.85
Longest waiting passenger: P149->22C(LEFT)
Longest waiting ticks: 639

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 6
Last cluster decision: LEFT:tiles17-20:occupied=3:anchor=P130:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 20
Regions dissolved: 2
Repeated reconstructions avoided: 20
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1445
Maximum occupied tiles: 11
Seat events: 98
Single-blocker events: 25
Multiple-blocker events: 13
Temporary aisle reoccupations: 52

RIGHT AISLE
-----------
Total moves: 1338
Maximum occupied tiles: 11
Seat events: 94
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 108
Reservations granted: 106
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3566
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4804
Total stationary ticks: 62094
Seat-event requests: 208
Failed seat-event starts: 16

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 534
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 16
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 534
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 209\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:27
Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 10
Scenario seed: -4639142616902254495

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 32.81%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 97.92%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 680
Passengers seated: 192/192
Average waiting ticks: 307.47
Longest waiting passenger: P133->5B(LEFT)
Longest waiting ticks: 664

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1445
Maximum occupied tiles: 17
Seat events: 98
Single-blocker events: 25
Multiple-blocker events: 14
Temporary aisle reoccupations: 54

RIGHT AISLE
-----------
Total moves: 1338
Maximum occupied tiles: 15
Seat events: 94
Single-blocker events: 28
Multiple-blocker events: 8
Temporary aisle reoccupations: 47

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 102
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5660
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6443
Total stationary ticks: 64020
Seat-event requests: 195
Failed seat-event starts: 3

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 425
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 3
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 425
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 196\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 10 | standardDataset=192/192 (100.00%) | geometryWeightedDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geometryWeightedWorse=false | standardFamily=COMPLETE_CABIN | geometryWeightedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 11
Scenario seed: 9123245050518735552

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 92.20%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2494
Passengers seated: 270/282
Average waiting ticks: 473.64
Longest waiting passenger: P24->24I(RIGHT)
Longest waiting ticks: 2455

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 12
Cluster candidates evaluated: 8
Executable cluster candidates: 1
Rejected cluster candidates: 7
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 12
Selected release potential total: 7
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1699
Regions dissolved: 1
Repeated reconstructions avoided: 1699
Largest region lifetime: 1651
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1651:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1535
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2077
Maximum occupied tiles: 13
Seat events: 130
Single-blocker events: 42
Multiple-blocker events: 16
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 2286
Maximum occupied tiles: 17
Seat events: 140
Single-blocker events: 40
Multiple-blocker events: 13
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 144
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16374
Longest unresolved passenger ID: 102
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 7
Longest dependency chain: P124(27G/RIGHT) -> P77(32I/RIGHT) -> P133(29G/RIGHT) -> P79(31G/RIGHT) -> P11(31I/RIGHT) -> P102(32E/RIGHT) -> P36(31D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 124
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 25823
Total stationary ticks: 153991
Seat-event requests: 1843
Failed seat-event starts: 1573

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 36
Critical blocker identity: P36->31D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 6
Critical tree size including blocker: 7
Critical tree depth: 7
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P36(31D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P102(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P11(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P79(31G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P133(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P77(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P124(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1520
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1520
Rear-boundary failures: 53
Middle-bank reservation failures: 5
Active-event deferrals: 804
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1847\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 1525\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:27
Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 11
Scenario seed: 9123245050518735552

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 92.20%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2182
Passengers seated: 171/282
Average waiting ticks: 870.80
Longest waiting passenger: P0->8H(RIGHT)
Longest waiting ticks: 2182

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 30
Cluster candidates evaluated: 28
Executable cluster candidates: 0
Rejected cluster candidates: 28
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 17
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1869
Regions dissolved: 0
Repeated reconstructions avoided: 1869
Largest region lifetime: 1870
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1870:occupied=15
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1654
State changes reopening evaluation: 29
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1941
Maximum occupied tiles: 16
Seat events: 95
Single-blocker events: 35
Multiple-blocker events: 12
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 1946
Maximum occupied tiles: 29
Seat events: 76
Single-blocker events: 19
Multiple-blocker events: 2
Temporary aisle reoccupations: 23

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 81
Reservations granted: 81
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 82
Remaining moving in aisle: 24
Remaining waiting at row: 5
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 41355
Longest unresolved passenger ID: 0
Longest unresolved row: 8
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 12
Longest dependency chain: P54(19I/RIGHT) -> P97(10D/RIGHT) -> P173(15I/RIGHT) -> P213(18H/RIGHT) -> P208(12D/RIGHT) -> P13(20I/RIGHT) -> P192(15G/RIGHT) -> P196(10F/RIGHT) -> P107(15E/RIGHT) -> P37(17D/RIGHT) -> P136(19G/RIGHT) -> P90(12I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 54
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 24
Total blocked ticks: 57964
Total stationary ticks: 293714
Seat-event requests: 1872
Failed seat-event starts: 1701

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 90
Critical blocker identity: P90->12I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 11
Critical tree size including blocker: 12
Critical tree depth: 12
Frozen internal components: 5
Terminal WAITING_FOR_SEAT_EVENT nodes: 5
Unresolved internal passengers: 29
Unresolved outside passengers: 82
Unresolved internal passengers outside critical tree: 17
Critical blocker tree:
P90(12I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P136(19G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P37(17D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P107(15E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P196(10F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P192(15G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P13(20I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P208(12D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P213(18H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P173(15I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P97(10D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P54(19I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1682
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 13|14
Critical blocker unavailable yield tiles: 14
Critical blocker yield-tile occupants: 207
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 4
Yield-tile occupied failures: 1682
Rear-boundary failures: 19
Middle-bank reservation failures: 0
Active-event deferrals: 629
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 3
Yield-occupant trace: yieldOccupant[207]: P207(20G/RIGHT/MOVING_IN_AISLE@tile14) -> P93(17I/RIGHT/MOVING_IN_AISLE@tile15) -> P234(16D/RIGHT/WAITING_AT_ROW@tile16) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P234->16D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P207{seat=20G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=14,directBlocker=93,lastMoveTick=571,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 13|14
Current unavailable yield tiles: 14
Current yield-tile occupants: 207
Final row-event chain: 90|207|93|234
Final row-event chain length: 4
Distinct row events in chain: 4
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 5
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1872\nPrecedence substitutions made: 2\nDependency chains followed: 8\nBlocked by waiting-row occupant: 8\nSubstituted events started: 2\nOccupied-space rejections: 3325\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 11 | standardDataset=270/282 (95.74%) | geometryWeightedDataset=171/282 (60.64%) | seatedDelta=-99 | completionDelta=-35.11% | outsideDelta=+82 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geometryWeightedWorse=true | standardFamily=REAR_BOUNDARY_LOCK | geometryWeightedFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 12
Scenario seed: -1434714116839518672

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.74%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2303
Passengers seated: 225/235
Average waiting ticks: 409.68
Longest waiting passenger: P152->16G(RIGHT)
Longest waiting ticks: 2303

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 2
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 6
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1506
Regions dissolved: 0
Repeated reconstructions avoided: 1506
Largest region lifetime: 1507
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1507:occupied=6
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1498
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1538
Maximum occupied tiles: 13
Seat events: 111
Single-blocker events: 26
Multiple-blocker events: 11
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1747
Maximum occupied tiles: 12
Seat events: 114
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 47

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1620
Reservations granted: 1620
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 1
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 9530
Longest unresolved passenger ID: 152
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 6
Longest dependency chain: P133(17E/RIGHT) -> P153(17G/RIGHT) -> P205(24C/RIGHT) -> P9(19H/RIGHT) -> P76(26E/RIGHT) -> P67(6C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 133
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 18945
Total stationary ticks: 109018
Seat-event requests: 1734
Failed seat-event starts: 1509

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 67
Critical blocker identity: P67->6C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 5
Critical tree size including blocker: 6
Critical tree depth: 6
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 1
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P67(6C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P76(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P9(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P205(24C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P153(17G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P133(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1509
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 7|8|9
Critical blocker unavailable yield tiles: 9
Critical blocker yield-tile occupants: 204
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1509
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 513
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[204]: P204(25F/RIGHT/MOVING_IN_AISLE@tile9) -> P122(10C/RIGHT/WAITING_AT_ROW@tile10) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P122->10C(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P204{seat=25F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=9,directBlocker=122,lastMoveTick=791,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 7|8|9
Current unavailable yield tiles: 9
Current yield-tile occupants: 204
Final row-event chain: 67|204|122
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 1513\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:27
Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 12
Scenario seed: -1434714116839518672

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.74%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 862
Passengers seated: 235/235
Average waiting ticks: 395.10
Longest waiting passenger: P136->1H(RIGHT)
Longest waiting ticks: 848

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 33
Regions dissolved: 2
Repeated reconstructions avoided: 33
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=17
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1538
Maximum occupied tiles: 16
Seat events: 111
Single-blocker events: 23
Multiple-blocker events: 8
Temporary aisle reoccupations: 41

RIGHT AISLE
-----------
Total moves: 1866
Maximum occupied tiles: 15
Seat events: 124
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 69

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 124
Reservations granted: 124
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6923
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7711
Total stationary ticks: 98959
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 378
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 378
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 242\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 12 | standardDataset=225/235 (95.74%) | geometryWeightedDataset=235/235 (100.00%) | seatedDelta=+10 | completionDelta=+4.26% | outsideDelta=-1 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | geometryWeightedWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | geometryWeightedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 13
Scenario seed: 7696226853648624445

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 59.65%
Aisle-assignment balance: 94.74%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1267
Passengers seated: 342/342
Average waiting ticks: 562.98
Longest waiting passenger: P1->23E(LEFT)
Longest waiting ticks: 1201

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 48
Regions dissolved: 3
Repeated reconstructions avoided: 48
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=23
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3204
Maximum occupied tiles: 14
Seat events: 180
Single-blocker events: 52
Multiple-blocker events: 25
Temporary aisle reoccupations: 106

RIGHT AISLE
-----------
Total moves: 2845
Maximum occupied tiles: 13
Seat events: 162
Single-blocker events: 41
Multiple-blocker events: 29
Temporary aisle reoccupations: 105

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 156
Reservations granted: 154
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7845
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9443
Total stationary ticks: 199282
Seat-event requests: 358
Failed seat-event starts: 16

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 766
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 16
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 766
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 360\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:27
Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 13
Scenario seed: 7696226853648624445

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 59.65%
Aisle-assignment balance: 94.74%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1252
Passengers seated: 342/342
Average waiting ticks: 571.34
Longest waiting passenger: P183->9G(LEFT)
Longest waiting ticks: 1221

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: LEFT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 100
Regions dissolved: 4
Repeated reconstructions avoided: 100
Largest region lifetime: 43
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=13
Confirmation deferral ticks: 6
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3204
Maximum occupied tiles: 20
Seat events: 180
Single-blocker events: 52
Multiple-blocker events: 28
Temporary aisle reoccupations: 113

RIGHT AISLE
-----------
Total moves: 2845
Maximum occupied tiles: 20
Seat events: 162
Single-blocker events: 40
Multiple-blocker events: 26
Temporary aisle reoccupations: 98

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 12539
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 14137
Total stationary ticks: 206793
Seat-event requests: 361
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 791
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 1
Middle-bank reservation failures: 2
Active-event deferrals: 791
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 362\nPrecedence substitutions made: 9\nDependency chains followed: 10\nBlocked by waiting-row occupant: 10\nSubstituted events started: 11\nOccupied-space rejections: 32\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 13 | standardDataset=342/342 (100.00%) | geometryWeightedDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | geometryWeightedWorse=false | standardFamily=COMPLETE_CABIN | geometryWeightedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 14
Scenario seed: 287374858204591444

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.82%
Blocker-prone seat share (topology component): 67.57%
Aisle-assignment balance: 96.53%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 954
Passengers seated: 259/259
Average waiting ticks: 431.82
Longest waiting passenger: P123->9C(LEFT)
Longest waiting ticks: 913

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2026
Maximum occupied tiles: 10
Seat events: 134
Single-blocker events: 29
Multiple-blocker events: 19
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2033
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 34
Multiple-blocker events: 8
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 89
Reservations granted: 86
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4974
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5984
Total stationary ticks: 115920
Seat-event requests: 265
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 547
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 547
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 268\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:27
Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 14
Scenario seed: 287374858204591444

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 32.82%
Blocker-prone seat share (topology component): 67.57%
Aisle-assignment balance: 96.53%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 947
Passengers seated: 259/259
Average waiting ticks: 429.12
Longest waiting passenger: P123->9C(LEFT)
Longest waiting ticks: 929

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2026
Maximum occupied tiles: 16
Seat events: 134
Single-blocker events: 31
Multiple-blocker events: 18
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2033
Maximum occupied tiles: 16
Seat events: 125
Single-blocker events: 34
Multiple-blocker events: 8
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 92
Reservations granted: 88
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8412
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9224
Total stationary ticks: 118579
Seat-event requests: 267
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 440
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 440
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 271\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 14 | standardDataset=259/259 (100.00%) | geometryWeightedDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geometryWeightedWorse=false | standardFamily=COMPLETE_CABIN | geometryWeightedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 15
Scenario seed: -3331492774947506373

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.09%
Blocker-prone seat share (topology component): 59.57%
Aisle-assignment balance: 97.53%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1183
Passengers seated: 324/324
Average waiting ticks: 542.25
Longest waiting passenger: P132->4E(LEFT)
Longest waiting ticks: 1114

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 4
Cluster candidates evaluated: 3
Executable cluster candidates: 1
Rejected cluster candidates: 2
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 84
Regions dissolved: 3
Repeated reconstructions avoided: 84
Largest region lifetime: 40
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=28
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2764
Maximum occupied tiles: 14
Seat events: 166
Single-blocker events: 52
Multiple-blocker events: 23
Temporary aisle reoccupations: 100

RIGHT AISLE
-----------
Total moves: 2817
Maximum occupied tiles: 15
Seat events: 158
Single-blocker events: 37
Multiple-blocker events: 29
Temporary aisle reoccupations: 102

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 151
Reservations granted: 148
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6380
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8094
Total stationary ticks: 180963
Seat-event requests: 350
Failed seat-event starts: 26

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 915
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 25
Rear-boundary failures: 1
Middle-bank reservation failures: 3
Active-event deferrals: 915
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 352\nPrecedence substitutions made: 3\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 4\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:27
Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 15
Scenario seed: -3331492774947506373

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 28.09%
Blocker-prone seat share (topology component): 59.57%
Aisle-assignment balance: 97.53%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2631
Passengers seated: 316/324
Average waiting ticks: 553.17
Longest waiting passenger: P281->30F(LEFT)
Longest waiting ticks: 2562

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 10
Executable cluster candidates: 1
Rejected cluster candidates: 9
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 8
Selected release potential total: 2
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 2294
Regions dissolved: 1
Repeated reconstructions avoided: 2294
Largest region lifetime: 2285
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2285:occupied=8
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1695
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2752
Maximum occupied tiles: 20
Seat events: 158
Single-blocker events: 46
Multiple-blocker events: 22
Temporary aisle reoccupations: 93

RIGHT AISLE
-----------
Total moves: 2817
Maximum occupied tiles: 18
Seat events: 158
Single-blocker events: 37
Multiple-blocker events: 28
Temporary aisle reoccupations: 99

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1831
Reservations granted: 1826
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 11044
Longest unresolved passenger ID: 165
Longest unresolved row: 35
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P201(33A/LEFT) -> P17(36E/LEFT) -> P165(35A/LEFT) -> P30(34B/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 201
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 30568
Total stationary ticks: 198209
Seat-event requests: 2044
Failed seat-event starts: 1728

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 30
Critical blocker identity: P30->34B(LEFT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 8
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P30(34B/LEFT/WAITING_FOR_SEAT_EVENT)
  P165(35A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P17(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P201(33A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 2486
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 1
Critical blocker required yield tiles: 35
Critical blocker unavailable yield tiles: 35
Critical blocker yield-tile occupants: 232
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 4
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1727
Rear-boundary failures: 1
Middle-bank reservation failures: 5
Active-event deferrals: 2486
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[232]: P232(35B/LEFT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P232->35B(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: P232{seat=35B,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=330,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 35
Current unavailable yield tiles: 35
Current yield-tile occupants: 232
Final row-event chain: 30|232
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2048\nPrecedence substitutions made: 4\nDependency chains followed: 22\nBlocked by waiting-row occupant: 35\nSubstituted events started: 7\nOccupied-space rejections: 3594\nMaximum scheduling-chain depth: 3\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 15 | standardDataset=324/324 (100.00%) | geometryWeightedDataset=316/324 (97.53%) | seatedDelta=-8 | completionDelta=-2.47% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | geometryWeightedWorse=true | standardFamily=COMPLETE_CABIN | geometryWeightedFamily=LINKED_ROW_EVENT_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 16
Scenario seed: 8970029813061739148

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.38%
Blocker-prone seat share (topology component): 75.52%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 675
Passengers seated: 192/192
Average waiting ticks: 307.57
Longest waiting passenger: P181->4E(RIGHT)
Longest waiting ticks: 641

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 4
Regions dissolved: 1
Repeated reconstructions avoided: 4
Largest region lifetime: 5
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1381
Maximum occupied tiles: 14
Seat events: 96
Single-blocker events: 19
Multiple-blocker events: 5
Temporary aisle reoccupations: 32

RIGHT AISLE
-----------
Total moves: 1434
Maximum occupied tiles: 13
Seat events: 96
Single-blocker events: 24
Multiple-blocker events: 10
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 99
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3651
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4556
Total stationary ticks: 62139
Seat-event requests: 198
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 473
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 473
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 198\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:27
Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 16
Scenario seed: 8970029813061739148

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 34.38%
Blocker-prone seat share (topology component): 75.52%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 673
Passengers seated: 192/192
Average waiting ticks: 306.02
Longest waiting passenger: P163->7A(LEFT)
Longest waiting ticks: 648

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles16-18:occupied=3:anchor=P27:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 51
Regions dissolved: 3
Repeated reconstructions avoided: 51
Largest region lifetime: 26
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=26
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1381
Maximum occupied tiles: 16
Seat events: 96
Single-blocker events: 21
Multiple-blocker events: 5
Temporary aisle reoccupations: 34

RIGHT AISLE
-----------
Total moves: 1434
Maximum occupied tiles: 15
Seat events: 96
Single-blocker events: 26
Multiple-blocker events: 8
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 109
Reservations granted: 104
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5724
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6505
Total stationary ticks: 63867
Seat-event requests: 203
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 394
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 394
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 207\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 16 | standardDataset=192/192 (100.00%) | geometryWeightedDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | geometryWeightedWorse=false | standardFamily=COMPLETE_CABIN | geometryWeightedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 17
Scenario seed: 3184604032099438634

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 74.56%
Aisle-assignment balance: 93.86%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 860
Passengers seated: 228/228
Average waiting ticks: 371.64
Longest waiting passenger: P46->28G(RIGHT)
Longest waiting ticks: 801

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 27
Regions dissolved: 1
Repeated reconstructions avoided: 27
Largest region lifetime: 28
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=28
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1552
Maximum occupied tiles: 13
Seat events: 107
Single-blocker events: 23
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1720
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 122
Reservations granted: 122
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4107
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5365
Total stationary ticks: 88256
Seat-event requests: 236
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 625
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 625
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 236\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:27
Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 17
Scenario seed: 3184604032099438634

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 74.56%
Aisle-assignment balance: 93.86%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 834
Passengers seated: 228/228
Average waiting ticks: 369.09
Longest waiting passenger: P172->2C(RIGHT)
Longest waiting ticks: 818

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 58
Regions dissolved: 3
Repeated reconstructions avoided: 58
Largest region lifetime: 25
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=13
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1552
Maximum occupied tiles: 17
Seat events: 107
Single-blocker events: 21
Multiple-blocker events: 10
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1720
Maximum occupied tiles: 18
Seat events: 121
Single-blocker events: 26
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 121
Reservations granted: 121
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6872
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7800
Total stationary ticks: 90270
Seat-event requests: 236
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 504
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 504
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 236\nPrecedence substitutions made: 7\nDependency chains followed: 8\nBlocked by waiting-row occupant: 8\nSubstituted events started: 7\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 17 | standardDataset=228/228 (100.00%) | geometryWeightedDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geometryWeightedWorse=false | standardFamily=COMPLETE_CABIN | geometryWeightedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 18
Scenario seed: 3120322730829782475

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.43%
Blocker-prone seat share (topology component): 60.13%
Aisle-assignment balance: 94.77%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1156
Passengers seated: 306/306
Average waiting ticks: 513.90
Longest waiting passenger: P231->18H(RIGHT)
Longest waiting ticks: 1102

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2475
Maximum occupied tiles: 14
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 16
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2744
Maximum occupied tiles: 12
Seat events: 161
Single-blocker events: 42
Multiple-blocker events: 21
Temporary aisle reoccupations: 88

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 136
Reservations granted: 136
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6095
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7295
Total stationary ticks: 162230
Seat-event requests: 320
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 655
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 655
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 320\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:27
Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 18
Scenario seed: 3120322730829782475

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 28.43%
Blocker-prone seat share (topology component): 60.13%
Aisle-assignment balance: 94.77%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1131
Passengers seated: 306/306
Average waiting ticks: 517.54
Longest waiting passenger: P142->6F(RIGHT)
Longest waiting ticks: 1113

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 15
Regions dissolved: 1
Repeated reconstructions avoided: 15
Largest region lifetime: 16
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=16
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2475
Maximum occupied tiles: 16
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

RIGHT AISLE
-----------
Total moves: 2744
Maximum occupied tiles: 18
Seat events: 161
Single-blocker events: 40
Multiple-blocker events: 22
Temporary aisle reoccupations: 89

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 136
Reservations granted: 134
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 9991
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 11225
Total stationary ticks: 167259
Seat-event requests: 319
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 671
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 671
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 321\nPrecedence substitutions made: 9\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 10\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 18 | standardDataset=306/306 (100.00%) | geometryWeightedDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geometryWeightedWorse=false | standardFamily=COMPLETE_CABIN | geometryWeightedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 19
Scenario seed: -1051365898326392422

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.04%
Blocker-prone seat share (topology component): 65.65%
Aisle-assignment balance: 98.26%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 821
Passengers seated: 230/230
Average waiting ticks: 371.58
Longest waiting passenger: P130->6H(RIGHT)
Longest waiting ticks: 768

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1771
Maximum occupied tiles: 12
Seat events: 113
Single-blocker events: 13
Multiple-blocker events: 7
Temporary aisle reoccupations: 27

RIGHT AISLE
-----------
Total moves: 1764
Maximum occupied tiles: 13
Seat events: 117
Single-blocker events: 35
Multiple-blocker events: 8
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 92
Reservations granted: 84
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4657
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5790
Total stationary ticks: 89533
Seat-event requests: 235
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 544
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 544
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:27
Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 19
Scenario seed: -1051365898326392422

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 33.04%
Blocker-prone seat share (topology component): 65.65%
Aisle-assignment balance: 98.26%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 815
Passengers seated: 230/230
Average waiting ticks: 369.62
Longest waiting passenger: P149->8G(RIGHT)
Longest waiting ticks: 793

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles19-23:occupied=4:anchor=P118:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 46
Regions dissolved: 1
Repeated reconstructions avoided: 46
Largest region lifetime: 47
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=47
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1771
Maximum occupied tiles: 17
Seat events: 113
Single-blocker events: 13
Multiple-blocker events: 7
Temporary aisle reoccupations: 27

RIGHT AISLE
-----------
Total moves: 1764
Maximum occupied tiles: 17
Seat events: 117
Single-blocker events: 35
Multiple-blocker events: 8
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 87
Reservations granted: 84
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7430
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8498
Total stationary ticks: 91796
Seat-event requests: 241
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 527
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 527
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 243\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 19 | standardDataset=230/230 (100.00%) | geometryWeightedDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | geometryWeightedWorse=false | standardFamily=COMPLETE_CABIN | geometryWeightedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 20
Scenario seed: -1169396298556200010

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 29.80%
Blocker-prone seat share (topology component): 65.31%
Aisle-assignment balance: 96.33%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 906
Passengers seated: 245/245
Average waiting ticks: 398.45
Longest waiting passenger: P186->32E(RIGHT)
Longest waiting ticks: 847

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:tiles10-13:occupied=3:anchor=P242:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 13
Regions dissolved: 1
Repeated reconstructions avoided: 13
Largest region lifetime: 14
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=14
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1773
Maximum occupied tiles: 11
Seat events: 118
Single-blocker events: 31
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

RIGHT AISLE
-----------
Total moves: 1904
Maximum occupied tiles: 11
Seat events: 127
Single-blocker events: 32
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 89
Reservations granted: 89
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4534
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5456
Total stationary ticks: 101373
Seat-event requests: 255
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 435
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 435
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 254\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:27
Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 20
Scenario seed: -1169396298556200010

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 29.80%
Blocker-prone seat share (topology component): 65.31%
Aisle-assignment balance: 96.33%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2367
Passengers seated: 241/245
Average waiting ticks: 407.96
Longest waiting passenger: P201->32A(LEFT)
Longest waiting ticks: 2276

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1772
Maximum occupied tiles: 16
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 11
Temporary aisle reoccupations: 52

RIGHT AISLE
-----------
Total moves: 1902
Maximum occupied tiles: 17
Seat events: 125
Single-blocker events: 29
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1712
Reservations granted: 1711
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7517
Longest unresolved passenger ID: 118
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P118(32C/LEFT) -> P201(32A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 118
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 16587
Total stationary ticks: 110778
Seat-event requests: 3559
Failed seat-event starts: 3318

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 79
Critical blocker identity: P79->31D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 4
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P79(31D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P186(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 3311
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 7
Rear-boundary failures: 3311
Middle-bank reservation failures: 1
Active-event deferrals: 1037
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3560\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 20 | standardDataset=245/245 (100.00%) | geometryWeightedDataset=241/245 (98.37%) | seatedDelta=-4 | completionDelta=-1.63% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geometryWeightedWorse=true | standardFamily=COMPLETE_CABIN | geometryWeightedFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 21
Scenario seed: -5845335927644343041

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.43%
Blocker-prone seat share (topology component): 69.57%
Aisle-assignment balance: 98.26%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 815
Passengers seated: 230/230
Average waiting ticks: 371.47
Longest waiting passenger: P7->2E(LEFT)
Longest waiting ticks: 763

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 3
Executable cluster candidates: 3
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: RIGHT:tiles13-16:occupied=4:anchor=P120:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 34
Regions dissolved: 1
Repeated reconstructions avoided: 34
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=35
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1791
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 34
Multiple-blocker events: 4
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1688
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 36
Multiple-blocker events: 7
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 87
Reservations granted: 85
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4386
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5681
Total stationary ticks: 89287
Seat-event requests: 237
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 616
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 616
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 237\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 4\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:27
Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 21
Scenario seed: -5845335927644343041

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 30.43%
Blocker-prone seat share (topology component): 69.57%
Aisle-assignment balance: 98.26%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 808
Passengers seated: 230/230
Average waiting ticks: 372.15
Longest waiting passenger: P7->2E(LEFT)
Longest waiting ticks: 789

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1791
Maximum occupied tiles: 16
Seat events: 117
Single-blocker events: 33
Multiple-blocker events: 5
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1688
Maximum occupied tiles: 16
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 6
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 82
Reservations granted: 82
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7160
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8011
Total stationary ticks: 91993
Seat-event requests: 232
Failed seat-event starts: 2

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 443
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 2
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 443
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 232\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 21 | standardDataset=230/230 (100.00%) | geometryWeightedDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geometryWeightedWorse=false | standardFamily=COMPLETE_CABIN | geometryWeightedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 22
Scenario seed: 5901802720867875714

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.08%
Blocker-prone seat share (topology component): 58.68%
Aisle-assignment balance: 91.67%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2628
Passengers seated: 271/288
Average waiting ticks: 501.86
Longest waiting passenger: P233->22B(LEFT)
Longest waiting ticks: 2596

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 18
Cluster candidates evaluated: 22
Executable cluster candidates: 0
Rejected cluster candidates: 22
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 17
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2346
Regions dissolved: 0
Repeated reconstructions avoided: 2346
Largest region lifetime: 2347
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2347:occupied=17
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1931
State changes reopening evaluation: 17
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2236
Maximum occupied tiles: 21
Seat events: 115
Single-blocker events: 25
Multiple-blocker events: 12
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 2775
Maximum occupied tiles: 12
Seat events: 156
Single-blocker events: 43
Multiple-blocker events: 18
Temporary aisle reoccupations: 80

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 123
Reservations granted: 123
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 14
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 26853
Longest unresolved passenger ID: 285
Longest unresolved row: 35
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 13
Longest dependency chain: P157(29B/LEFT) -> P224(26G/LEFT) -> P193(28A/LEFT) -> P83(29F/LEFT) -> P29(32F/LEFT) -> P46(36G/LEFT) -> P152(36E/LEFT) -> P135(34B/LEFT) -> P139(34A/LEFT) -> P245(33A/LEFT) -> P63(34C/LEFT) -> P285(35D/LEFT) -> P68(35B/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 157
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 14
Total blocked ticks: 39581
Total stationary ticks: 175761
Seat-event requests: 2241
Failed seat-event starts: 1970

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 68
Critical blocker identity: P68->35B(LEFT)
Direct fan-out: 1
Total indirect descendants: 12
Critical tree size including blocker: 13
Critical tree depth: 13
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 17
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P68(35B/LEFT/WAITING_FOR_SEAT_EVENT)
  P285(35D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P63(34C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P245(33A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P139(34A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P135(34B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P152(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P46(36G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P29(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P83(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P193(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P224(26G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P157(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1969
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 1
Critical blocker required yield tiles: 36
Critical blocker unavailable yield tiles: 36
Critical blocker yield-tile occupants: 24
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 3
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1969
Rear-boundary failures: 1
Middle-bank reservation failures: 0
Active-event deferrals: 1081
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[24]: P24(36A/LEFT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P24->36A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: P24{seat=36A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=266,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 36
Current unavailable yield tiles: 36
Current yield-tile occupants: 24
Final row-event chain: 68|24
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2241\nPrecedence substitutions made: 1\nDependency chains followed: 193\nBlocked by waiting-row occupant: 193\nSubstituted events started: 1\nOccupied-space rejections: 1974\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:27
Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 22
Scenario seed: 5901802720867875714

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 27.08%
Blocker-prone seat share (topology component): 58.68%
Aisle-assignment balance: 91.67%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2603
Passengers seated: 285/288
Average waiting ticks: 507.89
Longest waiting passenger: P152->36E(LEFT)
Longest waiting ticks: 2503

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2238
Regions dissolved: 0
Repeated reconstructions avoided: 2238
Largest region lifetime: 2239
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2239:occupied=3
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1806
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2298
Maximum occupied tiles: 18
Seat events: 129
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

RIGHT AISLE
-----------
Total moves: 2775
Maximum occupied tiles: 18
Seat events: 156
Single-blocker events: 44
Multiple-blocker events: 18
Temporary aisle reoccupations: 82

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1950
Reservations granted: 1947
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 9216
Longest unresolved passenger ID: 46
Longest unresolved row: 36
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P9(36C/LEFT) -> P46(36G/LEFT) -> P152(36E/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 9
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 17074
Total stationary ticks: 158883
Seat-event requests: 2118
Failed seat-event starts: 1833

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 152
Critical blocker identity: P152->36E(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P152(36E/LEFT/WAITING_FOR_SEAT_EVENT)
  P46(36G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P9(36C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1823
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 1
Critical blocker required yield tiles: 37
Critical blocker unavailable yield tiles: 37
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 1823
Middle-bank reservation failures: 3
Active-event deferrals: 999
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 37
Current unavailable yield tiles: 37
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2121\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 22 | standardDataset=271/288 (94.10%) | geometryWeightedDataset=285/288 (98.96%) | seatedDelta=+14 | completionDelta=+4.86% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geometryWeightedWorse=false | standardFamily=LINKED_ROW_EVENT_CHAIN | geometryWeightedFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 23
Scenario seed: -5886756800942795092

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.61%
Blocker-prone seat share (topology component): 67.39%
Aisle-assignment balance: 97.39%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 844
Passengers seated: 230/230
Average waiting ticks: 385.89
Longest waiting passenger: P166->14H(RIGHT)
Longest waiting ticks: 818

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles9-12:occupied=3:anchor=P84:selected=P226:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1724
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1674
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 26
Multiple-blocker events: 11
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 75
Reservations granted: 74
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3907
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4803
Total stationary ticks: 91882
Seat-event requests: 240
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 490
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 490
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 240\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:27
Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 23
Scenario seed: -5886756800942795092

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 32.61%
Blocker-prone seat share (topology component): 67.39%
Aisle-assignment balance: 97.39%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 839
Passengers seated: 230/230
Average waiting ticks: 388.26
Longest waiting passenger: P209->6D(RIGHT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1724
Maximum occupied tiles: 15
Seat events: 112
Single-blocker events: 32
Multiple-blocker events: 7
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1674
Maximum occupied tiles: 17
Seat events: 118
Single-blocker events: 24
Multiple-blocker events: 10
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 79
Reservations granted: 75
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6590
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7316
Total stationary ticks: 95031
Seat-event requests: 235
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 407
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 407
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 239\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 23 | standardDataset=230/230 (100.00%) | geometryWeightedDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geometryWeightedWorse=false | standardFamily=COMPLETE_CABIN | geometryWeightedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 24
Scenario seed: -8002946322880410004

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 881
Passengers seated: 235/235
Average waiting ticks: 383.40
Longest waiting passenger: P13->10A(LEFT)
Longest waiting ticks: 823

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 12
Seat events: 124
Single-blocker events: 31
Multiple-blocker events: 16
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 1587
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 136
Reservations granted: 128
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4518
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5711
Total stationary ticks: 93972
Seat-event requests: 245
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 555
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 555
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 253\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:27
Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 24
Scenario seed: -8002946322880410004

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 863
Passengers seated: 235/235
Average waiting ticks: 385.82
Longest waiting passenger: P232->3E(LEFT)
Longest waiting ticks: 844

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=8
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 18
Seat events: 124
Single-blocker events: 31
Multiple-blocker events: 17
Temporary aisle reoccupations: 69

RIGHT AISLE
-----------
Total moves: 1587
Maximum occupied tiles: 16
Seat events: 111
Single-blocker events: 31
Multiple-blocker events: 8
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 133
Reservations granted: 129
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7132
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8056
Total stationary ticks: 97009
Seat-event requests: 246
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 454
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 454
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 24 | standardDataset=235/235 (100.00%) | geometryWeightedDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geometryWeightedWorse=false | standardFamily=COMPLETE_CABIN | geometryWeightedFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 25
Scenario seed: -6793887463250987477

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.38%
Aisle-assignment balance: 95.74%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2527
Passengers seated: 276/282
Average waiting ticks: 487.17
Longest waiting passenger: P197->31D(RIGHT)
Longest waiting ticks: 2476

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 3
Executable cluster candidates: 1
Rejected cluster candidates: 2
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1565
Regions dissolved: 1
Repeated reconstructions avoided: 1565
Largest region lifetime: 1558
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1558:occupied=6
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1524
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2082
Maximum occupied tiles: 13
Seat events: 135
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2295
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 36
Multiple-blocker events: 11
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1672
Reservations granted: 1672
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 6510
Longest unresolved passenger ID: 217
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P249(30F/RIGHT) -> P22(30H/RIGHT) -> P61(30D/RIGHT) -> P208(31F/RIGHT) -> P197(31D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 249
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 15659
Total stationary ticks: 147571
Seat-event requests: 1864
Failed seat-event starts: 1588

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 197
Critical blocker identity: P197->31D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P197(31D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P208(31F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P61(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P22(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P249(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1588
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 32
Critical blocker unavailable yield tiles: 32
Critical blocker yield-tile occupants: 217
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1588
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 802
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[217]: P217(32I/RIGHT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P217->32I(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P217{seat=32I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=32,directBlocker=-1,lastMoveTick=786,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 32
Current unavailable yield tiles: 32
Current yield-tile occupants: 217
Final row-event chain: 197|217
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1863\nPrecedence substitutions made: 3\nDependency chains followed: 1581\nBlocked by waiting-row occupant: 1581\nSubstituted events started: 5\nOccupied-space rejections: 1592\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:27
Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 25
Scenario seed: -6793887463250987477

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.38%
Aisle-assignment balance: 95.74%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2222
Passengers seated: 137/282
Average waiting ticks: 1063.30
Longest waiting passenger: P2->17I(RIGHT)
Longest waiting ticks: 2222

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 37
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 31
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1955
Regions dissolved: 1
Repeated reconstructions avoided: 1955
Largest region lifetime: 1948
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1948:occupied=31
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1884
State changes reopening evaluation: 36
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1932
Maximum occupied tiles: 17
Seat events: 99
Single-blocker events: 27
Multiple-blocker events: 8
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1417
Maximum occupied tiles: 31
Seat events: 38
Single-blocker events: 10
Multiple-blocker events: 0
Temporary aisle reoccupations: 10

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 48
Reservations granted: 44
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 114
Remaining moving in aisle: 30
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 57163
Longest unresolved passenger ID: 2
Longest unresolved row: 17
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 31
Longest dependency chain: P82(11I/RIGHT) -> P240(19G/RIGHT) -> P184(17F/RIGHT) -> P62(16H/RIGHT) -> P189(10G/RIGHT) -> P51(17E/RIGHT) -> P260(15G/RIGHT) -> P74(12G/RIGHT) -> P112(20F/RIGHT) -> P65(12I/RIGHT) -> P140(12D/RIGHT) -> P5(13G/RIGHT) -> P223(20I/RIGHT) -> P110(24D/RIGHT) -> P276(25H/RIGHT) -> P262(23I/RIGHT) -> P249(30F/RIGHT) -> P22(30H/RIGHT) -> P61(30D/RIGHT) -> P208(31F/RIGHT) -> P243(22G/RIGHT) -> P265(27F/RIGHT) -> P14(29E/RIGHT) -> P120(27G/RIGHT) -> P238(28I/RIGHT) -> P274(29D/RIGHT) -> P237(30E/RIGHT) -> P197(31D/RIGHT) -> P217(32I/RIGHT) -> P185(32H/RIGHT) -> P109(31I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 82
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 30
Total blocked ticks: 65242
Total stationary ticks: 362175
Seat-event requests: 2066
Failed seat-event starts: 1929

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 109
Critical blocker identity: P109->31I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 30
Critical tree size including blocker: 31
Critical tree depth: 31
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 31
Unresolved outside passengers: 114
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P109(31I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P185(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P217(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P197(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P237(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P274(29D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P238(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P120(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P14(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P265(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P243(22G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P208(31F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P61(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P22(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P249(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P262(23I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P276(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P110(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P223(20I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P5(13G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P140(12D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P65(12I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P112(20F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P74(12G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P260(15G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P189(10G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P62(16H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P184(17F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                          P240(19G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                            P82(11I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1924
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1924
Middle-bank reservation failures: 4
Active-event deferrals: 277
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2070\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 25 | standardDataset=276/282 (97.87%) | geometryWeightedDataset=137/282 (48.58%) | seatedDelta=-139 | completionDelta=-49.29% | outsideDelta=+114 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | geometryWeightedWorse=true | standardFamily=LINKED_ROW_EVENT_CHAIN | geometryWeightedFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 26
Scenario seed: 722007454514889823

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.49%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1287
Passengers seated: 353/353
Average waiting ticks: 586.65
Longest waiting passenger: P178->2A(LEFT)
Longest waiting ticks: 1226

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 90
Regions dissolved: 4
Repeated reconstructions avoided: 90
Largest region lifetime: 38
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3193
Maximum occupied tiles: 14
Seat events: 182
Single-blocker events: 45
Multiple-blocker events: 30
Temporary aisle reoccupations: 111

RIGHT AISLE
-----------
Total moves: 3005
Maximum occupied tiles: 13
Seat events: 171
Single-blocker events: 47
Multiple-blocker events: 24
Temporary aisle reoccupations: 101

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 160
Reservations granted: 157
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7774
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9701
Total stationary ticks: 213884
Seat-event requests: 378
Failed seat-event starts: 25

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 882
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 25
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 882
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 380\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 30\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:27
Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 26
Scenario seed: 722007454514889823

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.49%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2767
Passengers seated: 351/353
Average waiting ticks: 603.14
Longest waiting passenger: P195->34J(RIGHT)
Longest waiting ticks: 2669

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:tiles10-13:occupied=3:anchor=P67:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 22
Regions dissolved: 1
Repeated reconstructions avoided: 22
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=23
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3193
Maximum occupied tiles: 19
Seat events: 182
Single-blocker events: 47
Multiple-blocker events: 30
Temporary aisle reoccupations: 114

RIGHT AISLE
-----------
Total moves: 3005
Maximum occupied tiles: 17
Seat events: 169
Single-blocker events: 45
Multiple-blocker events: 23
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 153
Reservations granted: 148
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 12585
Longest unresolved passenger ID: 307
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 1
Longest dependency chain: P195(34J/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 195
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 18646
Total stationary ticks: 224193
Seat-event requests: 2132
Failed seat-event starts: 1781

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 195
Critical blocker identity: P195->34J(RIGHT)
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 1
Critical tree depth: 1
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P195(34J/RIGHT/WAITING_FOR_SEAT_EVENT)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1781
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 35|36
Critical blocker unavailable yield tiles: 36
Critical blocker yield-tile occupants: 307
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1781
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 1635
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[307]: P307(36F/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P307->36F(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P307{seat=36F,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=446,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 35|36
Current unavailable yield tiles: 36
Current yield-tile occupants: 307
Final row-event chain: 195|307
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2137\nPrecedence substitutions made: 9\nDependency chains followed: 1775\nBlocked by waiting-row occupant: 1775\nSubstituted events started: 10\nOccupied-space rejections: 1788\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 26 | standardDataset=353/353 (100.00%) | geometryWeightedDataset=351/353 (99.43%) | seatedDelta=-2 | completionDelta=-0.57% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geometryWeightedWorse=true | standardFamily=COMPLETE_CABIN | geometryWeightedFamily=LINKED_ROW_EVENT_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 27
Scenario seed: -5450447113087893164

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1282
Passengers seated: 353/353
Average waiting ticks: 599.70
Longest waiting passenger: P326->9H(RIGHT)
Longest waiting ticks: 1238

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2967
Maximum occupied tiles: 12
Seat events: 174
Single-blocker events: 46
Multiple-blocker events: 23
Temporary aisle reoccupations: 96

RIGHT AISLE
-----------
Total moves: 3223
Maximum occupied tiles: 12
Seat events: 179
Single-blocker events: 52
Multiple-blocker events: 30
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 150
Reservations granted: 150
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7466
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8940
Total stationary ticks: 217898
Seat-event requests: 366
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 762
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 762
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 366\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:27
Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 27
Scenario seed: -5450447113087893164

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2754
Passengers seated: 349/353
Average waiting ticks: 612.22
Longest waiting passenger: P228->34J(RIGHT)
Longest waiting ticks: 2665

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 4
Cluster candidates evaluated: 8
Executable cluster candidates: 2
Rejected cluster candidates: 6
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 6
Selected release potential total: 7
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 2402
Regions dissolved: 3
Repeated reconstructions avoided: 2402
Largest region lifetime: 2334
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=2334:occupied=4
Confirmation deferral ticks: 7
Regions reaching confirmation: 3
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1718
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2967
Maximum occupied tiles: 18
Seat events: 174
Single-blocker events: 46
Multiple-blocker events: 23
Temporary aisle reoccupations: 96

RIGHT AISLE
-----------
Total moves: 3220
Maximum occupied tiles: 19
Seat events: 175
Single-blocker events: 51
Multiple-blocker events: 27
Temporary aisle reoccupations: 106

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 160
Reservations granted: 158
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 12073
Longest unresolved passenger ID: 31
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P31(36E/RIGHT) -> P228(34J/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 31
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 22739
Total stationary ticks: 229165
Seat-event requests: 2097
Failed seat-event starts: 1748

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 228
Critical blocker identity: P228->34J(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 4
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P228(34J/RIGHT/WAITING_FOR_SEAT_EVENT)
  P31(36E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 2178
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 35|36
Critical blocker unavailable yield tiles: 35|36
Critical blocker yield-tile occupants: 279|335
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1747
Rear-boundary failures: 1
Middle-bank reservation failures: 2
Active-event deferrals: 2178
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 1
Yield-occupant trace: yieldOccupant[279]: P279(35I/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[335]: P335(36J/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P335->36J(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: false
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P279{seat=35I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=409,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} || P335{seat=36J,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=408,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 35|36
Current unavailable yield tiles: 35|36
Current yield-tile occupants: 279|335
Final row-event chain: 228|279
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2097\nPrecedence substitutions made: 11\nDependency chains followed: 1735\nBlocked by waiting-row occupant: 3459\nSubstituted events started: 13\nOccupied-space rejections: 7061\nMaximum scheduling-chain depth: 3\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 27 | standardDataset=353/353 (100.00%) | geometryWeightedDataset=349/353 (98.87%) | seatedDelta=-4 | completionDelta=-1.13% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | geometryWeightedWorse=true | standardFamily=COMPLETE_CABIN | geometryWeightedFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:28
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 28
Scenario seed: 246091010528561545

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1319
Passengers seated: 353/353
Average waiting ticks: 602.32
Longest waiting passenger: P36->10I(RIGHT)
Longest waiting ticks: 1278

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 39
Regions dissolved: 2
Repeated reconstructions avoided: 39
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2983
Maximum occupied tiles: 13
Seat events: 171
Single-blocker events: 42
Multiple-blocker events: 20
Temporary aisle reoccupations: 84

RIGHT AISLE
-----------
Total moves: 3263
Maximum occupied tiles: 15
Seat events: 182
Single-blocker events: 47
Multiple-blocker events: 27
Temporary aisle reoccupations: 108

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 158
Reservations granted: 158
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7403
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8981
Total stationary ticks: 218852
Seat-event requests: 373
Failed seat-event starts: 20

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 798
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 20
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 798
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 373\nPrecedence substitutions made: 3\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 3\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:28
Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 28
Scenario seed: 246091010528561545

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2801
Passengers seated: 337/353
Average waiting ticks: 619.29
Longest waiting passenger: P146->23G(LEFT)
Longest waiting ticks: 2743

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 16
Cluster candidates evaluated: 4
Executable cluster candidates: 0
Rejected cluster candidates: 4
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 12
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 4427
Regions dissolved: 1
Repeated reconstructions avoided: 4427
Largest region lifetime: 2437
Maximum simultaneous active regions: 3
Regions active at termination: 2
Last lifecycle event: TRACK:R1:age=2437:localMembers=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1852
State changes reopening evaluation: 14
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2953
Maximum occupied tiles: 24
Seat events: 155
Single-blocker events: 35
Multiple-blocker events: 17
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 3263
Maximum occupied tiles: 17
Seat events: 182
Single-blocker events: 47
Multiple-blocker events: 26
Temporary aisle reoccupations: 104

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1873
Reservations granted: 1871
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 13
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 30042
Longest unresolved passenger ID: 21
Longest unresolved row: 36
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 8
Longest dependency chain: P89(33E/LEFT) -> P143(32B/LEFT) -> P72(32A/LEFT) -> P32(33A/LEFT) -> P111(36B/LEFT) -> P125(35C/LEFT) -> P21(36F/LEFT) -> P346(36A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 89
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 13
Total blocked ticks: 49044
Total stationary ticks: 258417
Seat-event requests: 2236
Failed seat-event starts: 1899

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 346
Critical blocker identity: P346->36A(LEFT)
Direct fan-out: 1
Total indirect descendants: 7
Critical tree size including blocker: 8
Critical tree depth: 8
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 16
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 8
Critical blocker tree:
P346(36A/LEFT/WAITING_FOR_SEAT_EVENT)
  P21(36F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P125(35C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P111(36B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P32(33A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P72(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P143(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P89(33E/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1884
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 1
Critical blocker required yield tiles: 37
Critical blocker unavailable yield tiles: 37
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1884
Rear-boundary failures: 15
Middle-bank reservation failures: 2
Active-event deferrals: 1676
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 37
Current unavailable yield tiles: 37
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2238\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1885\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 28 | standardDataset=353/353 (100.00%) | geometryWeightedDataset=337/353 (95.47%) | seatedDelta=-16 | completionDelta=-4.53% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geometryWeightedWorse=true | standardFamily=COMPLETE_CABIN | geometryWeightedFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:28
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 29
Scenario seed: 4203914317130684635

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.05%
Blocker-prone seat share (topology component): 67.57%
Aisle-assignment balance: 99.61%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2413
Passengers seated: 257/259
Average waiting ticks: 430.23
Longest waiting passenger: P157->31I(RIGHT)
Longest waiting ticks: 2353

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1895
Maximum occupied tiles: 12
Seat events: 130
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 2013
Maximum occupied tiles: 12
Seat events: 127
Single-blocker events: 38
Multiple-blocker events: 9
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 89
Reservations granted: 89
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4711
Longest unresolved passenger ID: 177
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P177(32G/RIGHT) -> P157(31I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 177
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 9006
Total stationary ticks: 116891
Seat-event requests: 1811
Failed seat-event starts: 1554

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 157
Critical blocker identity: P157->31I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P157(31I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P177(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1544
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 10
Rear-boundary failures: 1544
Middle-bank reservation failures: 0
Active-event deferrals: 630
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1811\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:28
Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 29
Scenario seed: 4203914317130684635

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 32.05%
Blocker-prone seat share (topology component): 67.57%
Aisle-assignment balance: 99.61%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2405
Passengers seated: 257/259
Average waiting ticks: 425.92
Longest waiting passenger: P157->31I(RIGHT)
Longest waiting ticks: 2319

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1895
Maximum occupied tiles: 16
Seat events: 130
Single-blocker events: 29
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2013
Maximum occupied tiles: 17
Seat events: 127
Single-blocker events: 41
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 92
Reservations granted: 90
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8104
Longest unresolved passenger ID: 177
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P177(32G/RIGHT) -> P157(31I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 177
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13297
Total stationary ticks: 119627
Seat-event requests: 1926
Failed seat-event starts: 1669

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 157
Critical blocker identity: P157->31I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P157(31I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P177(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1664
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1664
Middle-bank reservation failures: 2
Active-event deferrals: 892
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1929\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 29 | standardDataset=257/259 (99.23%) | geometryWeightedDataset=257/259 (99.23%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | geometryWeightedWorse=false | standardFamily=REAR_BOUNDARY_LOCK | geometryWeightedFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:28
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 30
Scenario seed: -7557663346310737177

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 59.06%
Aisle-assignment balance: 98.25%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1236
Passengers seated: 342/342
Average waiting ticks: 564.65
Longest waiting passenger: P20->31I(RIGHT)
Longest waiting ticks: 1184

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 5
Clusters detected: 5
Activations without intervention: 6
Cluster candidates evaluated: 4
Executable cluster candidates: 4
Rejected cluster candidates: 0
Cluster selections: 4
Cluster-selected events started: 5
Largest detected cluster: 7
Selected release potential total: 16
Last cluster decision: RIGHT:tiles20-22:occupied=3:anchor=P236:selected=P293:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 5
Region updates: 88
Regions dissolved: 5
Repeated reconstructions avoided: 88
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R5:lifetime=9
Confirmation deferral ticks: 8
Regions reaching confirmation: 3
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 4
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2986
Maximum occupied tiles: 14
Seat events: 168
Single-blocker events: 37
Multiple-blocker events: 26
Temporary aisle reoccupations: 94

RIGHT AISLE
-----------
Total moves: 2895
Maximum occupied tiles: 16
Seat events: 174
Single-blocker events: 43
Multiple-blocker events: 31
Temporary aisle reoccupations: 110

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 159
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7405
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9317
Total stationary ticks: 199595
Seat-event requests: 382
Failed seat-event starts: 40

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 861
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 40
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 861
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 378\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 14\nOccupied-space rejections: 50\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
============================================================
Date/Time: 2026-07-16 23:31:28
Experiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 30
Scenario seed: -7557663346310737177

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 59.06%
Aisle-assignment balance: 98.25%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1230
Passengers seated: 342/342
Average waiting ticks: 567.93
Longest waiting passenger: P266->8H(RIGHT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 5
Last cluster decision: RIGHT:tiles20-22:occupied=3:anchor=P236:selected=P205:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 53
Regions dissolved: 3
Repeated reconstructions avoided: 53
Largest region lifetime: 25
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=25
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2986
Maximum occupied tiles: 19
Seat events: 168
Single-blocker events: 37
Multiple-blocker events: 26
Temporary aisle reoccupations: 94

RIGHT AISLE
-----------
Total moves: 2895
Maximum occupied tiles: 18
Seat events: 174
Single-blocker events: 44
Multiple-blocker events: 30
Temporary aisle reoccupations: 110

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 159
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 12236
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 13620
Total stationary ticks: 205221
Seat-event requests: 369
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 704
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 704
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: GEOMETRY_WEIGHTED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 367\nPrecedence substitutions made: 9\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 12\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 30 | standardDataset=342/342 (100.00%) | geometryWeightedDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | geometryWeightedWorse=false | standardFamily=COMPLETE_CABIN | geometryWeightedFamily=COMPLETE_CABIN

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 24
GEOMETRY-WEIGHTED COARSE-COHORT BOUNDARIES
************************************************************
Experiment seed: 2083790101901
Scenarios executed: 60
Successful completions: 40
Incomplete/MAX_TICKS: 20
Average completed ticks: 1461.98
Average waiting ticks: 463.69
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:07
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 1
Scenario seed: -4248938912819631269

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2327
Passengers seated: 221/235
Average waiting ticks: 455.32
Longest waiting passenger: P6->10H(RIGHT)
Longest waiting ticks: 2327

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 3
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles25-27:occupied=3:anchor=P29:selected=P181:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 15
Regions dissolved: 1
Repeated reconstructions avoided: 15
Largest region lifetime: 16
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=16
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1708
Maximum occupied tiles: 13
Seat events: 116
Single-blocker events: 28
Multiple-blocker events: 19
Temporary aisle reoccupations: 71

RIGHT AISLE
-----------
Total moves: 1555
Maximum occupied tiles: 12
Seat events: 105
Single-blocker events: 26
Multiple-blocker events: 9
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1717
Reservations granted: 1709
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 8
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5451
Longest unresolved passenger ID: 6
Longest unresolved row: 10
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P82(30E/RIGHT) -> P15(6G/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 82
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 15044
Total stationary ticks: 115476
Seat-event requests: 1820
Failed seat-event starts: 1599

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 15
Critical blocker identity: P15->6G(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 8
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P15(6G/RIGHT/WAITING_FOR_SEAT_EVENT)
  P82(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1599
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1599
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 519
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1828\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 4\nOccupied-space rejections: 1601\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:08
Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 1
Scenario seed: -4248938912819631269

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2328
Passengers seated: 232/235
Average waiting ticks: 381.48
Longest waiting passenger: P185->30A(LEFT)
Longest waiting ticks: 2233

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 2187
Regions dissolved: 1
Repeated reconstructions avoided: 2187
Largest region lifetime: 2176
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2176:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1695
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1706
Maximum occupied tiles: 18
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 13
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 1734
Maximum occupied tiles: 17
Seat events: 119
Single-blocker events: 30
Multiple-blocker events: 16
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 118
Reservations denied/waited: 9
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8109
Longest unresolved passenger ID: 24
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P25(29F/LEFT) -> P24(30F/LEFT) -> P185(30A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 25
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 15410
Total stationary ticks: 101282
Seat-event requests: 1934
Failed seat-event starts: 1702

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 185
Critical blocker identity: P185->30A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P185(30A/LEFT/WAITING_FOR_SEAT_EVENT)
  P24(30F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P25(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1699
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 1
Critical blocker required yield tiles: 31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 3
Rear-boundary failures: 1699
Middle-bank reservation failures: 9
Active-event deferrals: 725
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1943\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 01 | standardDataset=221/235 (94.04%) | hierarchicalRegionDataset=232/235 (98.72%) | seatedDelta=+11 | completionDelta=+4.68% | outsideDelta=-8 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | hierarchicalRegionWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | hierarchicalRegionFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 2
Scenario seed: 2182383722134259186

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.46%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 784
Passengers seated: 216/216
Average waiting ticks: 350.50
Longest waiting passenger: P151->14E(LEFT)
Longest waiting ticks: 733

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 39
Regions dissolved: 2
Repeated reconstructions avoided: 39
Largest region lifetime: 33
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=33
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1653
Maximum occupied tiles: 15
Seat events: 111
Single-blocker events: 23
Multiple-blocker events: 10
Temporary aisle reoccupations: 48

RIGHT AISLE
-----------
Total moves: 1511
Maximum occupied tiles: 11
Seat events: 105
Single-blocker events: 27
Multiple-blocker events: 4
Temporary aisle reoccupations: 36

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 117
Reservations granted: 114
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3806
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4946
Total stationary ticks: 78953
Seat-event requests: 222
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 568
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 568
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 225\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:08
Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 2
Scenario seed: 2182383722134259186

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.46%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 775
Passengers seated: 216/216
Average waiting ticks: 352.71
Longest waiting passenger: P192->5C(LEFT)
Longest waiting ticks: 760

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1653
Maximum occupied tiles: 17
Seat events: 111
Single-blocker events: 23
Multiple-blocker events: 11
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1511
Maximum occupied tiles: 15
Seat events: 105
Single-blocker events: 27
Multiple-blocker events: 3
Temporary aisle reoccupations: 34

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 119
Reservations granted: 111
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7106
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7741
Total stationary ticks: 82516
Seat-event requests: 220
Failed seat-event starts: 4

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 311
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 3
Rear-boundary failures: 1
Middle-bank reservation failures: 8
Active-event deferrals: 311
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 229\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 02 | standardDataset=216/216 (100.00%) | hierarchicalRegionDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | hierarchicalRegionWorse=false | standardFamily=COMPLETE_CABIN | hierarchicalRegionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 3
Scenario seed: -1064509833421198483

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 60.46%
Aisle-assignment balance: 90.85%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1221
Passengers seated: 306/306
Average waiting ticks: 527.75
Longest waiting passenger: P261->32E(LEFT)
Longest waiting ticks: 1159

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:tiles19-21:occupied=3:anchor=P59:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 9
Regions dissolved: 1
Repeated reconstructions avoided: 9
Largest region lifetime: 10
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=10
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2940
Maximum occupied tiles: 13
Seat events: 167
Single-blocker events: 44
Multiple-blocker events: 18
Temporary aisle reoccupations: 83

RIGHT AISLE
-----------
Total moves: 2427
Maximum occupied tiles: 14
Seat events: 139
Single-blocker events: 36
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 123
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6313
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8018
Total stationary ticks: 166969
Seat-event requests: 316
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 875
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 875
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 318\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:08
Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 3
Scenario seed: -1064509833421198483

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 60.46%
Aisle-assignment balance: 90.85%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1173
Passengers seated: 306/306
Average waiting ticks: 544.04
Longest waiting passenger: P205->3F(LEFT)
Longest waiting ticks: 1163

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=12
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2940
Maximum occupied tiles: 19
Seat events: 167
Single-blocker events: 45
Multiple-blocker events: 19
Temporary aisle reoccupations: 86

RIGHT AISLE
-----------
Total moves: 2427
Maximum occupied tiles: 15
Seat events: 139
Single-blocker events: 35
Multiple-blocker events: 9
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 126
Reservations granted: 121
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 11170
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 11938
Total stationary ticks: 176388
Seat-event requests: 311
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 445
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 445
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 317\nPrecedence substitutions made: 8\nDependency chains followed: 8\nBlocked by waiting-row occupant: 8\nSubstituted events started: 9\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 03 | standardDataset=306/306 (100.00%) | hierarchicalRegionDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | hierarchicalRegionWorse=false | standardFamily=COMPLETE_CABIN | hierarchicalRegionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 4
Scenario seed: 7274058025060234938

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 75.88%
Aisle-assignment balance: 93.86%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2365
Passengers seated: 226/228
Average waiting ticks: 398.28
Longest waiting passenger: P227->28F(LEFT)
Longest waiting ticks: 2283

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1789
Maximum occupied tiles: 14
Seat events: 119
Single-blocker events: 33
Multiple-blocker events: 12
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 1509
Maximum occupied tiles: 10
Seat events: 107
Single-blocker events: 23
Multiple-blocker events: 10
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1622
Reservations granted: 1622
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4118
Longest unresolved passenger ID: 146
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 1
Longest dependency chain: P146(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 146
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8146
Total stationary ticks: 94195
Seat-event requests: 1739
Failed seat-event starts: 1513

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 146
Critical blocker identity: P146->30F(LEFT)
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 1
Critical tree depth: 1
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P146(30F/LEFT/WAITING_FOR_SEAT_EVENT)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1513
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 538
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 31|32|33
Current unavailable yield tiles: 31|32|33
Current yield-tile occupants: -1|-1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1739\nPrecedence substitutions made: 2\nDependency chains followed: 1509\nBlocked by waiting-row occupant: 1509\nSubstituted events started: 2\nOccupied-space rejections: 1514\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:08
Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 4
Scenario seed: 7274058025060234938

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 75.88%
Aisle-assignment balance: 93.86%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2341
Passengers seated: 216/228
Average waiting ticks: 445.61
Longest waiting passenger: P21->21C(RIGHT)
Longest waiting ticks: 2285

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 13
Cluster candidates evaluated: 20
Executable cluster candidates: 0
Rejected cluster candidates: 20
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 10
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2225
Regions dissolved: 0
Repeated reconstructions avoided: 2225
Largest region lifetime: 2226
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2226:occupied=10
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1778
State changes reopening evaluation: 12
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1789
Maximum occupied tiles: 17
Seat events: 119
Single-blocker events: 37
Multiple-blocker events: 13
Temporary aisle reoccupations: 66

RIGHT AISLE
-----------
Total moves: 1498
Maximum occupied tiles: 20
Seat events: 97
Single-blocker events: 19
Multiple-blocker events: 3
Temporary aisle reoccupations: 25

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 3566
Reservations granted: 3561
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 3

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 6
Remaining waiting at row: 6
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 13264
Longest unresolved passenger ID: 5
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P152(27G/RIGHT) -> P119(29E/RIGHT) -> P209(30H/RIGHT) -> P5(30G/RIGHT) -> P14(30C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 152
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 32756
Total stationary ticks: 120188
Seat-event requests: 3678
Failed seat-event starts: 3462

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 14
Critical blocker identity: P14->30C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 6
Terminal WAITING_FOR_SEAT_EVENT nodes: 6
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 7
Critical blocker tree:
P14(30C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P5(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P209(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P119(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P152(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 3417
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31|32
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 4
Yield-tile occupied failures: 3417
Rear-boundary failures: 45
Middle-bank reservation failures: 5
Active-event deferrals: 2187
Simultaneous arbitration losses: 3

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31|32
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 6
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3686\nPrecedence substitutions made: 3\nDependency chains followed: 1671\nBlocked by waiting-row occupant: 1671\nSubstituted events started: 4\nOccupied-space rejections: 7023\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 04 | standardDataset=226/228 (99.12%) | hierarchicalRegionDataset=216/228 (94.74%) | seatedDelta=-10 | completionDelta=-4.39% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | hierarchicalRegionWorse=true | standardFamily=REAR_BOUNDARY_LOCK | hierarchicalRegionFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 5
Scenario seed: -6917015326788615388

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.43%
Blocker-prone seat share (topology component): 65.71%
Aisle-assignment balance: 94.69%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2418
Passengers seated: 239/245
Average waiting ticks: 410.04
Longest waiting passenger: P89->32A(LEFT)
Longest waiting ticks: 2351

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 3
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 6
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1803
Regions dissolved: 0
Repeated reconstructions avoided: 1803
Largest region lifetime: 1804
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1804:occupied=6
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1677
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 14
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 10
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 2014
Maximum occupied tiles: 12
Seat events: 129
Single-blocker events: 29
Multiple-blocker events: 9
Temporary aisle reoccupations: 47

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 84
Reservations granted: 84
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 5
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 9039
Longest unresolved passenger ID: 50
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 6
Longest dependency chain: P153(29A/LEFT) -> P175(30B/LEFT) -> P210(30C/LEFT) -> P107(32E/LEFT) -> P50(32D/LEFT) -> P89(32A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 153
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 5
Total blocked ticks: 15892
Total stationary ticks: 112835
Seat-event requests: 1931
Failed seat-event starts: 1692

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 89
Critical blocker identity: P89->32A(LEFT)
Direct fan-out: 1
Total indirect descendants: 5
Critical tree size including blocker: 6
Critical tree depth: 6
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P89(32A/LEFT/WAITING_FOR_SEAT_EVENT)
  P50(32D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P107(32E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P210(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P175(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P153(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1687
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 1
Critical blocker required yield tiles: 33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 1687
Middle-bank reservation failures: 0
Active-event deferrals: 579
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1931\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:08
Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 5
Scenario seed: -6917015326788615388

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET
Row-zone concentration (diagnostic control): 31.43%
Blocker-prone seat share (topology component): 65.71%
Aisle-assignment balance: 94.69%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2379
Passengers seated: 241/245
Average waiting ticks: 438.81
Longest waiting passenger: P141->29E(RIGHT)
Longest waiting ticks: 2300

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 4
Executable cluster candidates: 1
Rejected cluster candidates: 3
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 7
Selected release potential total: 6
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 2229
Regions dissolved: 1
Repeated reconstructions avoided: 2229
Largest region lifetime: 2194
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2194:occupied=4
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1665
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1785
Maximum occupied tiles: 18
Seat events: 116
Single-blocker events: 33
Multiple-blocker events: 10
Temporary aisle reoccupations: 53

RIGHT AISLE
-----------
Total moves: 2014
Maximum occupied tiles: 20
Seat events: 125
Single-blocker events: 28
Multiple-blocker events: 8
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1750
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 9252
Longest unresolved passenger ID: 204
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 1
Longest dependency chain: P86(31D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 86
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 17771
Total stationary ticks: 114872
Seat-event requests: 1917
Failed seat-event starts: 1676

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 86
Critical blocker identity: P86->31D(RIGHT)
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 1
Critical tree depth: 1
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 4
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P86(31D/RIGHT/WAITING_FOR_SEAT_EVENT)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 2050
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 32|33
Critical blocker yield-tile occupants: 204|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 3
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1674
Rear-boundary failures: 2
Middle-bank reservation failures: 8
Active-event deferrals: 2050
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[204]: P204(32H/RIGHT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P204->32H(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: P204{seat=32H,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=32,directBlocker=-1,lastMoveTick=166,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 32|33
Current yield-tile occupants: 204|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1925\nPrecedence substitutions made: 5\nDependency chains followed: 1675\nBlocked by waiting-row occupant: 5012\nSubstituted events started: 7\nOccupied-space rejections: 11920\nMaximum scheduling-chain depth: 4\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 05 | standardDataset=239/245 (97.55%) | hierarchicalRegionDataset=241/245 (98.37%) | seatedDelta=+2 | completionDelta=+0.82% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | hierarchicalRegionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | hierarchicalRegionFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 6
Scenario seed: -6052676718379281108

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.09%
Blocker-prone seat share (topology component): 61.42%
Aisle-assignment balance: 98.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1176
Passengers seated: 324/324
Average waiting ticks: 531.73
Longest waiting passenger: P170->33I(RIGHT)
Longest waiting ticks: 1101

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=2:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 32
Regions dissolved: 2
Repeated reconstructions avoided: 32
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2704
Maximum occupied tiles: 15
Seat events: 159
Single-blocker events: 38
Multiple-blocker events: 16
Temporary aisle reoccupations: 75

RIGHT AISLE
-----------
Total moves: 2998
Maximum occupied tiles: 16
Seat events: 165
Single-blocker events: 54
Multiple-blocker events: 18
Temporary aisle reoccupations: 93

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 145
Reservations granted: 142
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7449
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9042
Total stationary ticks: 178799
Seat-event requests: 340
Failed seat-event starts: 16

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 755
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 16
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 755
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 343\nPrecedence substitutions made: 9\nDependency chains followed: 11\nBlocked by waiting-row occupant: 11\nSubstituted events started: 10\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:08
Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 6
Scenario seed: -6052676718379281108

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET
Row-zone concentration (diagnostic control): 28.09%
Blocker-prone seat share (topology component): 61.42%
Aisle-assignment balance: 98.15%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2107
Passengers seated: 111/324
Average waiting ticks: 1267.98
Longest waiting passenger: P0->4A(LEFT)
Longest waiting ticks: 2107

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 30
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 31
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 3781
Regions dissolved: 0
Repeated reconstructions avoided: 3781
Largest region lifetime: 1900
Maximum simultaneous active regions: 2
Regions active at termination: 2
Last lifecycle event: TRACK:R1:age=1900:localMembers=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1846
State changes reopening evaluation: 29
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2157
Maximum occupied tiles: 19
Seat events: 83
Single-blocker events: 18
Multiple-blocker events: 7
Temporary aisle reoccupations: 32

RIGHT AISLE
-----------
Total moves: 1438
Maximum occupied tiles: 34
Seat events: 28
Single-blocker events: 9
Multiple-blocker events: 0
Temporary aisle reoccupations: 9

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1935
Reservations granted: 1935
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 179
Remaining moving in aisle: 31
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 57879
Longest unresolved passenger ID: 0
Longest unresolved row: 4
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 31
Longest dependency chain: P146(29I/RIGHT) -> P276(24H/RIGHT) -> P195(27H/RIGHT) -> P48(27I/RIGHT) -> P71(26H/RIGHT) -> P216(30H/RIGHT) -> P76(24D/RIGHT) -> P124(27G/RIGHT) -> P255(25I/RIGHT) -> P21(25H/RIGHT) -> P82(29D/RIGHT) -> P43(28H/RIGHT) -> P223(24J/RIGHT) -> P133(24I/RIGHT) -> P206(28I/RIGHT) -> P270(25D/RIGHT) -> P259(27F/RIGHT) -> P97(30I/RIGHT) -> P131(27J/RIGHT) -> P323(28J/RIGHT) -> P182(24E/RIGHT) -> P4(26F/RIGHT) -> P113(25F/RIGHT) -> P162(30G/RIGHT) -> P110(30F/RIGHT) -> P271(28E/RIGHT) -> P104(28F/RIGHT) -> P148(29J/RIGHT) -> P103(30E/RIGHT) -> P170(33I/RIGHT) -> P119(31D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 146
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 31
Total blocked ticks: 70702
Total stationary ticks: 475091
Seat-event requests: 2004
Failed seat-event starts: 1893

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 119
Critical blocker identity: P119->31D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 30
Critical tree size including blocker: 31
Critical tree depth: 31
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 34
Unresolved outside passengers: 179
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P119(31D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P170(33I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P103(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P148(29J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P104(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P271(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P110(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P162(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P113(25F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P4(26F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P182(24E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P323(28J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P131(27J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P97(30I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P259(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P270(25D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P206(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P133(24I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P223(24J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P43(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P82(29D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P21(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P255(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P124(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P76(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P216(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P71(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P48(27I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P195(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                          P276(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                            P146(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1891
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 32|33|34
Critical blocker unavailable yield tiles: 34
Critical blocker yield-tile occupants: 122
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1891
Rear-boundary failures: 2
Middle-bank reservation failures: 0
Active-event deferrals: 206
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[122]: P122(36H/RIGHT/MOVING_IN_AISLE@tile34) -> P95(35F/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P95->35F(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P122{seat=36H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=34,directBlocker=95,lastMoveTick=199,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 32|33|34
Current unavailable yield tiles: 34
Current yield-tile occupants: 122
Final row-event chain: 119|122|95
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2004\nPrecedence substitutions made: 2\nDependency chains followed: 8\nBlocked by waiting-row occupant: 8\nSubstituted events started: 2\nOccupied-space rejections: 1893\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 06 | standardDataset=324/324 (100.00%) | hierarchicalRegionDataset=111/324 (34.26%) | seatedDelta=-213 | completionDelta=-65.74% | outsideDelta=+179 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | hierarchicalRegionWorse=true | standardFamily=COMPLETE_CABIN | hierarchicalRegionFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 7
Scenario seed: -4884639050347842300

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 67.15%
Aisle-assignment balance: 95.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1030
Passengers seated: 274/274
Average waiting ticks: 463.15
Longest waiting passenger: P183->19E(RIGHT)
Longest waiting ticks: 980

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles21-23:occupied=3:anchor=P164:selected=P134:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2017
Maximum occupied tiles: 14
Seat events: 131
Single-blocker events: 38
Multiple-blocker events: 12
Temporary aisle reoccupations: 62

RIGHT AISLE
-----------
Total moves: 2235
Maximum occupied tiles: 10
Seat events: 143
Single-blocker events: 48
Multiple-blocker events: 14
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 98
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4791
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5929
Total stationary ticks: 130757
Seat-event requests: 286
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 595
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 595
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 285\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:08
Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 7
Scenario seed: -4884639050347842300

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 67.15%
Aisle-assignment balance: 95.62%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 1705
Passengers seated: 44/274
Average waiting ticks: 1104.99
Longest waiting passenger: P0->10C(LEFT)
Longest waiting ticks: 1705

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 39
Cluster candidates evaluated: 32
Executable cluster candidates: 0
Rejected cluster candidates: 32
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 32
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 3080
Regions dissolved: 0
Repeated reconstructions avoided: 3080
Largest region lifetime: 1554
Maximum simultaneous active regions: 2
Regions active at termination: 2
Last lifecycle event: UPDATE:R2:age=1528:occupied=32
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1488
State changes reopening evaluation: 37
Region priority competitions: 1509
Regions ranked: 3018
Hierarchical selections: 1509
Lower-priority evaluations deferred: 1505
Highest selected priority score: 35310
Left/right priority wins: 3/1506
Priority ties: 0
Last priority decision: LEFT:R1:score=34210 | RIGHT:R2:score=35310 | selected=RIGHT

LEFT AISLE
----------
Total moves: 1051
Maximum occupied tiles: 31
Seat events: 22
Single-blocker events: 5
Multiple-blocker events: 1
Temporary aisle reoccupations: 7

RIGHT AISLE
-----------
Total moves: 1091
Maximum occupied tiles: 32
Seat events: 22
Single-blocker events: 3
Multiple-blocker events: 2
Temporary aisle reoccupations: 7

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 17
Reservations granted: 17
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 167
Remaining moving in aisle: 60
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 89751
Longest unresolved passenger ID: 0
Longest unresolved row: 10
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 31
Longest dependency chain: P193(16C/LEFT) -> P264(18D/LEFT) -> P151(18B/LEFT) -> P87(24F/LEFT) -> P215(22C/LEFT) -> P1(23F/LEFT) -> P97(25C/LEFT) -> P194(22B/LEFT) -> P206(25B/LEFT) -> P263(23D/LEFT) -> P39(25E/LEFT) -> P169(24E/LEFT) -> P77(24B/LEFT) -> P221(25A/LEFT) -> P6(22D/LEFT) -> P123(22A/LEFT) -> P30(23B/LEFT) -> P130(21C/LEFT) -> P108(21A/LEFT) -> P103(25D/LEFT) -> P222(23C/LEFT) -> P88(24C/LEFT) -> P160(26B/LEFT) -> P252(26A/LEFT) -> P180(26D/LEFT) -> P267(30A/LEFT) -> P202(29A/LEFT) -> P214(29C/LEFT) -> P157(30B/LEFT) -> P99(32C/LEFT) -> P89(31A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 193
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 60
Total blocked ticks: 96955
Total stationary ticks: 394846
Seat-event requests: 3087
Failed seat-event starts: 3043

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 89
Critical blocker identity: P89->31A(LEFT)
Direct fan-out: 1
Total indirect descendants: 30
Critical tree size including blocker: 31
Critical tree depth: 31
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 63
Unresolved outside passengers: 167
Unresolved internal passengers outside critical tree: 32
Critical blocker tree:
P89(31A/LEFT/WAITING_FOR_SEAT_EVENT)
  P99(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P157(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P214(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P202(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P267(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P180(26D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P252(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P160(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P88(24C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P222(23C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P103(25D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P108(21A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P130(21C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P30(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P123(22A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P6(22D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P221(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P77(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P169(24E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P39(25E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P263(23D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P206(25B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P194(22B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                P97(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P1(23F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P215(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P87(24F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P151(18B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                          P264(18D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                            P193(16C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1510
Rear-boundary failures: 1533
Middle-bank reservation failures: 0
Active-event deferrals: 99
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3087\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 1511\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 07 | standardDataset=274/274 (100.00%) | hierarchicalRegionDataset=44/274 (16.06%) | seatedDelta=-230 | completionDelta=-83.94% | outsideDelta=+167 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | hierarchicalRegionWorse=true | standardFamily=COMPLETE_CABIN | hierarchicalRegionFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 8
Scenario seed: 5987859498965562411

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.77%
Blocker-prone seat share (topology component): 76.56%
Aisle-assignment balance: 93.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 722
Passengers seated: 192/192
Average waiting ticks: 309.84
Longest waiting passenger: P6->4H(RIGHT)
Longest waiting ticks: 667

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1286
Maximum occupied tiles: 12
Seat events: 90
Single-blocker events: 17
Multiple-blocker events: 6
Temporary aisle reoccupations: 30

RIGHT AISLE
-----------
Total moves: 1496
Maximum occupied tiles: 11
Seat events: 102
Single-blocker events: 22
Multiple-blocker events: 7
Temporary aisle reoccupations: 37

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 99
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3347
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4372
Total stationary ticks: 62355
Seat-event requests: 198
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 512
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 198\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:08
Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 8
Scenario seed: 5987859498965562411

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET
Row-zone concentration (diagnostic control): 31.77%
Blocker-prone seat share (topology component): 76.56%
Aisle-assignment balance: 93.75%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 1997
Passengers seated: 96/192
Average waiting ticks: 833.03
Longest waiting passenger: P2->8C(RIGHT)
Longest waiting ticks: 1997

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 32
Cluster candidates evaluated: 31
Executable cluster candidates: 0
Rejected cluster candidates: 31
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 29
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1850
Regions dissolved: 0
Repeated reconstructions avoided: 1850
Largest region lifetime: 1851
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1851:occupied=29
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1751
State changes reopening evaluation: 31
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1189
Maximum occupied tiles: 14
Seat events: 66
Single-blocker events: 14
Multiple-blocker events: 1
Temporary aisle reoccupations: 17

RIGHT AISLE
-----------
Total moves: 1119
Maximum occupied tiles: 29
Seat events: 30
Single-blocker events: 5
Multiple-blocker events: 1
Temporary aisle reoccupations: 7

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1834
Reservations granted: 1834
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 67
Remaining moving in aisle: 27
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 47371
Longest unresolved passenger ID: 2
Longest unresolved row: 8
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 25
Longest dependency chain: P65(13H/RIGHT) -> P140(11C/RIGHT) -> P92(14E/RIGHT) -> P82(18G/RIGHT) -> P109(15G/RIGHT) -> P176(16G/RIGHT) -> P55(19G/RIGHT) -> P30(15H/RIGHT) -> P179(19F/RIGHT) -> P10(16E/RIGHT) -> P113(19H/RIGHT) -> P181(18D/RIGHT) -> P11(16D/RIGHT) -> P124(17F/RIGHT) -> P178(18H/RIGHT) -> P95(19C/RIGHT) -> P158(19D/RIGHT) -> P62(24G/RIGHT) -> P9(21G/RIGHT) -> P33(23H/RIGHT) -> P166(25G/RIGHT) -> P69(23G/RIGHT) -> P54(25H/RIGHT) -> P105(25C/RIGHT) -> P76(25D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 65
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 27
Total blocked ticks: 55119
Total stationary ticks: 210891
Seat-event requests: 1883
Failed seat-event starts: 1787

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 76
Critical blocker identity: P76->25D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 24
Critical tree size including blocker: 25
Critical tree depth: 25
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 29
Unresolved outside passengers: 67
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P76(25D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P105(25C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P54(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P69(23G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P166(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P33(23H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P9(21G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P62(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P158(19D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P95(19C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P178(18H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P124(17F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P11(16D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P181(18D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P113(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P10(16E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P179(19F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P30(15H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P55(19G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P176(16G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P109(15G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P82(18G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P92(14E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P140(11C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P65(13H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1760
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 26|27
Critical blocker unavailable yield tiles: 27
Critical blocker yield-tile occupants: 50
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1760
Rear-boundary failures: 27
Middle-bank reservation failures: 0
Active-event deferrals: 160
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 4
Yield-occupant trace: yieldOccupant[50]: P50(30H/RIGHT/MOVING_IN_AISLE@tile27) -> P172(29G/RIGHT/MOVING_IN_AISLE@tile28) -> P117(30G/RIGHT/MOVING_IN_AISLE@tile29) -> P151(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P151->30E(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P50{seat=30H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=172,lastMoveTick=145,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 26|27
Current unavailable yield tiles: 27
Current yield-tile occupants: 50
Final row-event chain: 76|50|172|117|151
Final row-event chain length: 5
Distinct row events in chain: 5
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1883\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 1761\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 08 | standardDataset=192/192 (100.00%) | hierarchicalRegionDataset=96/192 (50.00%) | seatedDelta=-96 | completionDelta=-50.00% | outsideDelta=+67 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | hierarchicalRegionWorse=true | standardFamily=COMPLETE_CABIN | hierarchicalRegionFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 9
Scenario seed: 7140648722707885309

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.26%
Blocker-prone seat share (topology component): 73.15%
Aisle-assignment balance: 95.37%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 808
Passengers seated: 216/216
Average waiting ticks: 349.20
Longest waiting passenger: P151->29F(LEFT)
Longest waiting ticks: 737

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 51
Regions dissolved: 2
Repeated reconstructions avoided: 51
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1614
Maximum occupied tiles: 12
Seat events: 113
Single-blocker events: 26
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1539
Maximum occupied tiles: 12
Seat events: 103
Single-blocker events: 22
Multiple-blocker events: 9
Temporary aisle reoccupations: 42

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 119
Reservations granted: 119
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4087
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5106
Total stationary ticks: 78919
Seat-event requests: 224
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 487
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 487
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 224\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:08
Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 9
Scenario seed: 7140648722707885309

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET
Row-zone concentration (diagnostic control): 34.26%
Blocker-prone seat share (topology component): 73.15%
Aisle-assignment balance: 95.37%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2280
Passengers seated: 212/216
Average waiting ticks: 362.12
Longest waiting passenger: P195->29D(LEFT)
Longest waiting ticks: 2197

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 6
Cluster candidates evaluated: 6
Executable cluster candidates: 0
Rejected cluster candidates: 6
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2160
Regions dissolved: 0
Repeated reconstructions avoided: 2160
Largest region lifetime: 2161
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2161:occupied=4
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1659
State changes reopening evaluation: 5
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1610
Maximum occupied tiles: 20
Seat events: 109
Single-blocker events: 20
Multiple-blocker events: 9
Temporary aisle reoccupations: 41

RIGHT AISLE
-----------
Total moves: 1539
Maximum occupied tiles: 18
Seat events: 103
Single-blocker events: 23
Multiple-blocker events: 7
Temporary aisle reoccupations: 41

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1800
Reservations granted: 1781
Reservations denied/waited: 19
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7397
Longest unresolved passenger ID: 181
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P151(29F/LEFT) -> P181(30B/LEFT) -> P195(29D/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 151
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 16870
Total stationary ticks: 89320
Seat-event requests: 1886
Failed seat-event starts: 1674

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 195
Critical blocker identity: P195->29D(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 4
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P195(29D/LEFT/WAITING_FOR_SEAT_EVENT)
  P181(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P151(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1674
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 103
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1674
Rear-boundary failures: 0
Middle-bank reservation failures: 19
Active-event deferrals: 1116
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[103]: P103(30E/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P103->30E(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P103{seat=30E,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=104,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 30
Current unavailable yield tiles: 30
Current yield-tile occupants: 103
Final row-event chain: 195|103
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1906\nPrecedence substitutions made: 3\nDependency chains followed: 1676\nBlocked by waiting-row occupant: 1676\nSubstituted events started: 4\nOccupied-space rejections: 1679\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 09 | standardDataset=216/216 (100.00%) | hierarchicalRegionDataset=212/216 (98.15%) | seatedDelta=-4 | completionDelta=-1.85% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | hierarchicalRegionWorse=true | standardFamily=COMPLETE_CABIN | hierarchicalRegionFamily=LINKED_ROW_EVENT_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 10
Scenario seed: -4639142616902254495

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.81%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 97.92%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 697
Passengers seated: 192/192
Average waiting ticks: 306.85
Longest waiting passenger: P149->22C(LEFT)
Longest waiting ticks: 639

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 6
Last cluster decision: LEFT:tiles17-20:occupied=3:anchor=P130:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 20
Regions dissolved: 2
Repeated reconstructions avoided: 20
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1445
Maximum occupied tiles: 11
Seat events: 98
Single-blocker events: 25
Multiple-blocker events: 13
Temporary aisle reoccupations: 52

RIGHT AISLE
-----------
Total moves: 1338
Maximum occupied tiles: 11
Seat events: 94
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 108
Reservations granted: 106
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3566
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4804
Total stationary ticks: 62094
Seat-event requests: 208
Failed seat-event starts: 16

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 534
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 16
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 534
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 209\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:08
Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 10
Scenario seed: -4639142616902254495

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET
Row-zone concentration (diagnostic control): 32.81%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 97.92%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 687
Passengers seated: 192/192
Average waiting ticks: 312.04
Longest waiting passenger: P133->5B(LEFT)
Longest waiting ticks: 676

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 7
Selected release potential total: 11
Last cluster decision: LEFT:tiles10-16:occupied=6:anchor=P68:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 69
Regions dissolved: 2
Repeated reconstructions avoided: 69
Largest region lifetime: 40
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=40
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1445
Maximum occupied tiles: 20
Seat events: 98
Single-blocker events: 26
Multiple-blocker events: 16
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 1338
Maximum occupied tiles: 17
Seat events: 94
Single-blocker events: 27
Multiple-blocker events: 6
Temporary aisle reoccupations: 42

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 122
Reservations granted: 115
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6464
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7290
Total stationary ticks: 65786
Seat-event requests: 208
Failed seat-event starts: 16

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 344
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 16
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 344
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 214\nPrecedence substitutions made: 5\nDependency chains followed: 16\nBlocked by waiting-row occupant: 17\nSubstituted events started: 9\nOccupied-space rejections: 25\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 10 | standardDataset=192/192 (100.00%) | hierarchicalRegionDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | hierarchicalRegionWorse=false | standardFamily=COMPLETE_CABIN | hierarchicalRegionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 11
Scenario seed: 9123245050518735552

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 92.20%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2494
Passengers seated: 270/282
Average waiting ticks: 473.64
Longest waiting passenger: P24->24I(RIGHT)
Longest waiting ticks: 2455

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 12
Cluster candidates evaluated: 8
Executable cluster candidates: 1
Rejected cluster candidates: 7
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 12
Selected release potential total: 7
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1699
Regions dissolved: 1
Repeated reconstructions avoided: 1699
Largest region lifetime: 1651
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1651:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1535
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2077
Maximum occupied tiles: 13
Seat events: 130
Single-blocker events: 42
Multiple-blocker events: 16
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 2286
Maximum occupied tiles: 17
Seat events: 140
Single-blocker events: 40
Multiple-blocker events: 13
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 144
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16374
Longest unresolved passenger ID: 102
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 7
Longest dependency chain: P124(27G/RIGHT) -> P77(32I/RIGHT) -> P133(29G/RIGHT) -> P79(31G/RIGHT) -> P11(31I/RIGHT) -> P102(32E/RIGHT) -> P36(31D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 124
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 25823
Total stationary ticks: 153991
Seat-event requests: 1843
Failed seat-event starts: 1573

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 36
Critical blocker identity: P36->31D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 6
Critical tree size including blocker: 7
Critical tree depth: 7
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P36(31D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P102(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P11(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P79(31G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P133(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P77(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P124(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1520
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1520
Rear-boundary failures: 53
Middle-bank reservation failures: 5
Active-event deferrals: 804
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1847\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 1525\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:08
Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 11
Scenario seed: 9123245050518735552

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 92.20%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2542
Passengers seated: 280/282
Average waiting ticks: 474.45
Longest waiting passenger: P185->32D(RIGHT)
Longest waiting ticks: 2440

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2077
Maximum occupied tiles: 17
Seat events: 130
Single-blocker events: 41
Multiple-blocker events: 17
Temporary aisle reoccupations: 75

RIGHT AISLE
-----------
Total moves: 2331
Maximum occupied tiles: 17
Seat events: 150
Single-blocker events: 42
Multiple-blocker events: 16
Temporary aisle reoccupations: 74

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1806
Reservations granted: 1804
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 10067
Longest unresolved passenger ID: 268
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P268(32F/RIGHT) -> P185(32D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 268
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 15501
Total stationary ticks: 145054
Seat-event requests: 1996
Failed seat-event starts: 1716

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 185
Critical blocker identity: P185->32D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P185(32D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P268(32F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1709
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 1
Critical blocker required yield tiles: 33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 1709
Middle-bank reservation failures: 2
Active-event deferrals: 920
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1998\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 11 | standardDataset=270/282 (95.74%) | hierarchicalRegionDataset=280/282 (99.29%) | seatedDelta=+10 | completionDelta=+3.55% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | hierarchicalRegionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | hierarchicalRegionFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 12
Scenario seed: -1434714116839518672

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.74%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2303
Passengers seated: 225/235
Average waiting ticks: 409.68
Longest waiting passenger: P152->16G(RIGHT)
Longest waiting ticks: 2303

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 2
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 6
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1506
Regions dissolved: 0
Repeated reconstructions avoided: 1506
Largest region lifetime: 1507
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1507:occupied=6
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1498
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1538
Maximum occupied tiles: 13
Seat events: 111
Single-blocker events: 26
Multiple-blocker events: 11
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1747
Maximum occupied tiles: 12
Seat events: 114
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 47

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1620
Reservations granted: 1620
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 1
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 9530
Longest unresolved passenger ID: 152
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 6
Longest dependency chain: P133(17E/RIGHT) -> P153(17G/RIGHT) -> P205(24C/RIGHT) -> P9(19H/RIGHT) -> P76(26E/RIGHT) -> P67(6C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 133
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 18945
Total stationary ticks: 109018
Seat-event requests: 1734
Failed seat-event starts: 1509

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 67
Critical blocker identity: P67->6C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 5
Critical tree size including blocker: 6
Critical tree depth: 6
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 1
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P67(6C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P76(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P9(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P205(24C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P153(17G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P133(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1509
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 7|8|9
Critical blocker unavailable yield tiles: 9
Critical blocker yield-tile occupants: 204
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1509
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 513
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[204]: P204(25F/RIGHT/MOVING_IN_AISLE@tile9) -> P122(10C/RIGHT/WAITING_AT_ROW@tile10) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P122->10C(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P204{seat=25F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=9,directBlocker=122,lastMoveTick=791,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 7|8|9
Current unavailable yield tiles: 9
Current yield-tile occupants: 204
Final row-event chain: 67|204|122
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 1513\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:08
Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 12
Scenario seed: -1434714116839518672

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.74%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 1794
Passengers seated: 47/235
Average waiting ticks: 1252.96
Longest waiting passenger: P0->11D(LEFT)
Longest waiting ticks: 1794

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 30
Cluster candidates evaluated: 60
Executable cluster candidates: 0
Rejected cluster candidates: 60
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 30
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1704
Regions dissolved: 0
Repeated reconstructions avoided: 1704
Largest region lifetime: 1705
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1705:occupied=30
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1671
State changes reopening evaluation: 29
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 938
Maximum occupied tiles: 16
Seat events: 39
Single-blocker events: 8
Multiple-blocker events: 2
Temporary aisle reoccupations: 12

RIGHT AISLE
-----------
Total moves: 645
Maximum occupied tiles: 30
Seat events: 8
Single-blocker events: 1
Multiple-blocker events: 0
Temporary aisle reoccupations: 1

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1729
Reservations granted: 1729
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 158
Remaining moving in aisle: 27
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 45686
Longest unresolved passenger ID: 0
Longest unresolved row: 11
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 26
Longest dependency chain: P141(21F/RIGHT) -> P19(24F/RIGHT) -> P201(23G/RIGHT) -> P137(21C/RIGHT) -> P109(20H/RIGHT) -> P98(22D/RIGHT) -> P62(23F/RIGHT) -> P154(24E/RIGHT) -> P117(25H/RIGHT) -> P104(25G/RIGHT) -> P43(21H/RIGHT) -> P14(21G/RIGHT) -> P111(25D/RIGHT) -> P216(24G/RIGHT) -> P228(22H/RIGHT) -> P69(22G/RIGHT) -> P132(20D/RIGHT) -> P76(26E/RIGHT) -> P181(28E/RIGHT) -> P64(27F/RIGHT) -> P142(29H/RIGHT) -> P194(26G/RIGHT) -> P17(26H/RIGHT) -> P22(29C/RIGHT) -> P150(28G/RIGHT) -> P138(26D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 141
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 27
Total blocked ticks: 53227
Total stationary ticks: 342279
Seat-event requests: 1755
Failed seat-event starts: 1708

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 138
Critical blocker identity: P138->26D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 25
Critical tree size including blocker: 26
Critical tree depth: 26
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 30
Unresolved outside passengers: 158
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P138(26D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P150(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P22(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P17(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P194(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P142(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P64(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P181(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P76(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P132(20D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P69(22G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P228(22H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P216(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P111(25D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P14(21G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P43(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P104(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P117(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P154(24E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P62(23F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P98(22D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P109(20H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P137(21C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P201(23G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P19(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P141(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1703
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 27
Critical blocker unavailable yield tiles: 27
Critical blocker yield-tile occupants: 56
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 3
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1703
Rear-boundary failures: 5
Middle-bank reservation failures: 0
Active-event deferrals: 55
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[56]: P56(27H/RIGHT/WAITING_AT_ROW@tile27) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P56->27H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P56{seat=27H,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=27,directBlocker=-1,lastMoveTick=91,reason=WAITING_FOR_SEAT_EVENT,prerequisite=YIELD_TILE_OCCUPIED}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 27
Current unavailable yield tiles: 27
Current yield-tile occupants: 56
Final row-event chain: 138|56
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1755\nPrecedence substitutions made: 1\nDependency chains followed: 1703\nBlocked by waiting-row occupant: 1703\nSubstituted events started: 1\nOccupied-space rejections: 6840\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 12 | standardDataset=225/235 (95.74%) | hierarchicalRegionDataset=47/235 (20.00%) | seatedDelta=-178 | completionDelta=-75.74% | outsideDelta=+157 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | hierarchicalRegionWorse=true | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | hierarchicalRegionFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 13
Scenario seed: 7696226853648624445

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 59.65%
Aisle-assignment balance: 94.74%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1267
Passengers seated: 342/342
Average waiting ticks: 562.98
Longest waiting passenger: P1->23E(LEFT)
Longest waiting ticks: 1201

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 48
Regions dissolved: 3
Repeated reconstructions avoided: 48
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=23
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3204
Maximum occupied tiles: 14
Seat events: 180
Single-blocker events: 52
Multiple-blocker events: 25
Temporary aisle reoccupations: 106

RIGHT AISLE
-----------
Total moves: 2845
Maximum occupied tiles: 13
Seat events: 162
Single-blocker events: 41
Multiple-blocker events: 29
Temporary aisle reoccupations: 105

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 156
Reservations granted: 154
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7845
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9443
Total stationary ticks: 199282
Seat-event requests: 358
Failed seat-event starts: 16

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 766
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 16
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 766
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 360\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:08
Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 13
Scenario seed: 7696226853648624445

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 59.65%
Aisle-assignment balance: 94.74%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1250
Passengers seated: 342/342
Average waiting ticks: 576.92
Longest waiting passenger: P293->3B(LEFT)
Longest waiting ticks: 1240

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3204
Maximum occupied tiles: 21
Seat events: 180
Single-blocker events: 52
Multiple-blocker events: 29
Temporary aisle reoccupations: 114

RIGHT AISLE
-----------
Total moves: 2845
Maximum occupied tiles: 19
Seat events: 162
Single-blocker events: 37
Multiple-blocker events: 27
Temporary aisle reoccupations: 97

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 170
Reservations granted: 153
Reservations denied/waited: 17
Simultaneous opposite-aisle conflicts: 2

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 13886
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 15018
Total stationary ticks: 209933
Seat-event requests: 355
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 491
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 1
Middle-bank reservation failures: 17
Active-event deferrals: 491
Simultaneous arbitration losses: 2

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 9\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 12\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 13 | standardDataset=342/342 (100.00%) | hierarchicalRegionDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | hierarchicalRegionWorse=false | standardFamily=COMPLETE_CABIN | hierarchicalRegionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 14
Scenario seed: 287374858204591444

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.82%
Blocker-prone seat share (topology component): 67.57%
Aisle-assignment balance: 96.53%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 954
Passengers seated: 259/259
Average waiting ticks: 431.82
Longest waiting passenger: P123->9C(LEFT)
Longest waiting ticks: 913

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2026
Maximum occupied tiles: 10
Seat events: 134
Single-blocker events: 29
Multiple-blocker events: 19
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2033
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 34
Multiple-blocker events: 8
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 89
Reservations granted: 86
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4974
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5984
Total stationary ticks: 115920
Seat-event requests: 265
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 547
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 547
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 268\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:08
Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 14
Scenario seed: 287374858204591444

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET
Row-zone concentration (diagnostic control): 32.82%
Blocker-prone seat share (topology component): 67.57%
Aisle-assignment balance: 96.53%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2002
Passengers seated: 94/259
Average waiting ticks: 1116.58
Longest waiting passenger: P0->8E(RIGHT)
Longest waiting ticks: 2002

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 41
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 32
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1864
Regions dissolved: 0
Repeated reconstructions avoided: 1864
Largest region lifetime: 1865
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1865:occupied=32
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1760
State changes reopening evaluation: 40
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1562
Maximum occupied tiles: 18
Seat events: 68
Single-blocker events: 16
Multiple-blocker events: 10
Temporary aisle reoccupations: 36

RIGHT AISLE
-----------
Total moves: 1176
Maximum occupied tiles: 32
Seat events: 26
Single-blocker events: 5
Multiple-blocker events: 0
Temporary aisle reoccupations: 5

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1840
Reservations granted: 1837
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 133
Remaining moving in aisle: 31
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 55092
Longest unresolved passenger ID: 0
Longest unresolved row: 8
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 32
Longest dependency chain: P113(16I/RIGHT) -> P201(16F/RIGHT) -> P149(17I/RIGHT) -> P119(16H/RIGHT) -> P46(19G/RIGHT) -> P23(20H/RIGHT) -> P48(25I/RIGHT) -> P95(22H/RIGHT) -> P22(23F/RIGHT) -> P178(24G/RIGHT) -> P212(21H/RIGHT) -> P218(26I/RIGHT) -> P143(21F/RIGHT) -> P105(25G/RIGHT) -> P21(26F/RIGHT) -> P249(24I/RIGHT) -> P181(21D/RIGHT) -> P129(23H/RIGHT) -> P16(23D/RIGHT) -> P139(22D/RIGHT) -> P112(26G/RIGHT) -> P247(24H/RIGHT) -> P124(25D/RIGHT) -> P136(26D/RIGHT) -> P168(26H/RIGHT) -> P227(27H/RIGHT) -> P238(29H/RIGHT) -> P34(30G/RIGHT) -> P219(32H/RIGHT) -> P137(31I/RIGHT) -> P98(32I/RIGHT) -> P111(32D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 113
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 31
Total blocked ticks: 62086
Total stationary ticks: 348844
Seat-event requests: 1902
Failed seat-event starts: 1808

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->32D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 31
Critical tree size including blocker: 32
Critical tree depth: 32
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 32
Unresolved outside passengers: 133
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P111(32D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P98(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P137(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P219(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P34(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P238(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P227(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P168(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P136(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P124(25D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P247(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P112(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P139(22D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P16(23D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P129(23H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P181(21D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P249(24I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P21(26F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P105(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P143(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P218(26I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P212(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P178(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P22(23F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P95(22H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P48(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P23(20H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P46(19G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P119(16H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                          P149(17I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                            P201(16F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                              P113(16I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1806
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 33|34
Critical blocker unavailable yield tiles: 33|34
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 2
Rear-boundary failures: 1806
Middle-bank reservation failures: 3
Active-event deferrals: 137
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 33|34
Current unavailable yield tiles: 33|34
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1905\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 2\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 14 | standardDataset=259/259 (100.00%) | hierarchicalRegionDataset=94/259 (36.29%) | seatedDelta=-165 | completionDelta=-63.71% | outsideDelta=+133 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | hierarchicalRegionWorse=true | standardFamily=COMPLETE_CABIN | hierarchicalRegionFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 15
Scenario seed: -3331492774947506373

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.09%
Blocker-prone seat share (topology component): 59.57%
Aisle-assignment balance: 97.53%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1183
Passengers seated: 324/324
Average waiting ticks: 542.25
Longest waiting passenger: P132->4E(LEFT)
Longest waiting ticks: 1114

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 4
Cluster candidates evaluated: 3
Executable cluster candidates: 1
Rejected cluster candidates: 2
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 84
Regions dissolved: 3
Repeated reconstructions avoided: 84
Largest region lifetime: 40
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=28
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2764
Maximum occupied tiles: 14
Seat events: 166
Single-blocker events: 52
Multiple-blocker events: 23
Temporary aisle reoccupations: 100

RIGHT AISLE
-----------
Total moves: 2817
Maximum occupied tiles: 15
Seat events: 158
Single-blocker events: 37
Multiple-blocker events: 29
Temporary aisle reoccupations: 102

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 151
Reservations granted: 148
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6380
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8094
Total stationary ticks: 180963
Seat-event requests: 350
Failed seat-event starts: 26

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 915
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 25
Rear-boundary failures: 1
Middle-bank reservation failures: 3
Active-event deferrals: 915
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 352\nPrecedence substitutions made: 3\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 4\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:08
Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 15
Scenario seed: -3331492774947506373

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET
Row-zone concentration (diagnostic control): 28.09%
Blocker-prone seat share (topology component): 59.57%
Aisle-assignment balance: 97.53%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2119
Passengers seated: 112/324
Average waiting ticks: 1264.80
Longest waiting passenger: P5->10E(LEFT)
Longest waiting ticks: 2119

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 46
Cluster candidates evaluated: 92
Executable cluster candidates: 0
Rejected cluster candidates: 92
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 36
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1961
Regions dissolved: 0
Repeated reconstructions avoided: 1961
Largest region lifetime: 1962
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1962:occupied=36
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1859
State changes reopening evaluation: 45
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1413
Maximum occupied tiles: 36
Seat events: 27
Single-blocker events: 6
Multiple-blocker events: 1
Temporary aisle reoccupations: 8

RIGHT AISLE
-----------
Total moves: 2228
Maximum occupied tiles: 20
Seat events: 85
Single-blocker events: 17
Multiple-blocker events: 13
Temporary aisle reoccupations: 45

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 47
Reservations granted: 47
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 176
Remaining moving in aisle: 33
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 61212
Longest unresolved passenger ID: 5
Longest unresolved row: 10
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 34
Longest dependency chain: P267(21A/LEFT) -> P264(19A/LEFT) -> P122(20B/LEFT) -> P178(22D/LEFT) -> P125(23B/LEFT) -> P216(21B/LEFT) -> P311(20D/LEFT) -> P274(22F/LEFT) -> P281(30F/LEFT) -> P152(24C/LEFT) -> P110(27B/LEFT) -> P29(30C/LEFT) -> P71(25D/LEFT) -> P284(25G/LEFT) -> P138(24D/LEFT) -> P225(26B/LEFT) -> P99(29C/LEFT) -> P295(28F/LEFT) -> P89(29B/LEFT) -> P158(24G/LEFT) -> P94(24A/LEFT) -> P277(30A/LEFT) -> P55(30G/LEFT) -> P21(26A/LEFT) -> P134(28B/LEFT) -> P196(29A/LEFT) -> P23(29F/LEFT) -> P121(29E/LEFT) -> P113(30B/LEFT) -> P317(33F/LEFT) -> P201(33A/LEFT) -> P17(36E/LEFT) -> P165(35A/LEFT) -> P30(34B/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 267
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 33
Total blocked ticks: 73801
Total stationary ticks: 476992
Seat-event requests: 2025
Failed seat-event starts: 1913

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 30
Critical blocker identity: P30->34B(LEFT)
Direct fan-out: 1
Total indirect descendants: 33
Critical tree size including blocker: 34
Critical tree depth: 34
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 36
Unresolved outside passengers: 176
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P30(34B/LEFT/WAITING_FOR_SEAT_EVENT)
  P165(35A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P17(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P201(33A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P317(33F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P113(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P121(29E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P23(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P196(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P134(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P21(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P55(30G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P277(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P94(24A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P158(24G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P89(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P295(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P99(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P225(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P138(24D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P284(25G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P71(25D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P29(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P110(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                P152(24C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P281(30F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P274(22F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P311(20D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P216(21B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                          P125(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                            P178(22D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                              P122(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                                P264(19A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                                  P267(21A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1911
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 35
Critical blocker unavailable yield tiles: 35
Critical blocker yield-tile occupants: 232
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 3
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1911
Rear-boundary failures: 2
Middle-bank reservation failures: 0
Active-event deferrals: 265
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[232]: P232(35B/LEFT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P232->35B(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P232{seat=35B,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=155,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 35
Current unavailable yield tiles: 35
Current yield-tile occupants: 232
Final row-event chain: 30|232
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2025\nPrecedence substitutions made: 0\nDependency chains followed: 1909\nBlocked by waiting-row occupant: 3817\nSubstituted events started: 1\nOccupied-space rejections: 7692\nMaximum scheduling-chain depth: 3\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 15 | standardDataset=324/324 (100.00%) | hierarchicalRegionDataset=112/324 (34.57%) | seatedDelta=-212 | completionDelta=-65.43% | outsideDelta=+176 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | hierarchicalRegionWorse=true | standardFamily=COMPLETE_CABIN | hierarchicalRegionFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 16
Scenario seed: 8970029813061739148

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.38%
Blocker-prone seat share (topology component): 75.52%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 675
Passengers seated: 192/192
Average waiting ticks: 307.57
Longest waiting passenger: P181->4E(RIGHT)
Longest waiting ticks: 641

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 4
Regions dissolved: 1
Repeated reconstructions avoided: 4
Largest region lifetime: 5
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1381
Maximum occupied tiles: 14
Seat events: 96
Single-blocker events: 19
Multiple-blocker events: 5
Temporary aisle reoccupations: 32

RIGHT AISLE
-----------
Total moves: 1434
Maximum occupied tiles: 13
Seat events: 96
Single-blocker events: 24
Multiple-blocker events: 10
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 99
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3651
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4556
Total stationary ticks: 62139
Seat-event requests: 198
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 473
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 473
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 198\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:08
Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 16
Scenario seed: 8970029813061739148

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET
Row-zone concentration (diagnostic control): 34.38%
Blocker-prone seat share (topology component): 75.52%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 674
Passengers seated: 192/192
Average waiting ticks: 310.30
Longest waiting passenger: P41->1C(LEFT)
Longest waiting ticks: 671

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles16-18:occupied=3:anchor=P27:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 20
Regions dissolved: 1
Repeated reconstructions avoided: 20
Largest region lifetime: 21
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=21
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1381
Maximum occupied tiles: 14
Seat events: 96
Single-blocker events: 19
Multiple-blocker events: 6
Temporary aisle reoccupations: 34

RIGHT AISLE
-----------
Total moves: 1434
Maximum occupied tiles: 16
Seat events: 96
Single-blocker events: 26
Multiple-blocker events: 8
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 105
Reservations granted: 97
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6290
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6884
Total stationary ticks: 65197
Seat-event requests: 196
Failed seat-event starts: 4

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 280
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 4
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 280
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 203\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 7\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 16 | standardDataset=192/192 (100.00%) | hierarchicalRegionDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | hierarchicalRegionWorse=false | standardFamily=COMPLETE_CABIN | hierarchicalRegionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 17
Scenario seed: 3184604032099438634

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 74.56%
Aisle-assignment balance: 93.86%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 860
Passengers seated: 228/228
Average waiting ticks: 371.64
Longest waiting passenger: P46->28G(RIGHT)
Longest waiting ticks: 801

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 27
Regions dissolved: 1
Repeated reconstructions avoided: 27
Largest region lifetime: 28
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=28
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1552
Maximum occupied tiles: 13
Seat events: 107
Single-blocker events: 23
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1720
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 122
Reservations granted: 122
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4107
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5365
Total stationary ticks: 88256
Seat-event requests: 236
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 625
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 625
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 236\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:08
Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 17
Scenario seed: 3184604032099438634

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 74.56%
Aisle-assignment balance: 93.86%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 1907
Passengers seated: 93/228
Average waiting ticks: 1020.24
Longest waiting passenger: P0->5B(LEFT)
Longest waiting ticks: 1907

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 23
Cluster candidates evaluated: 22
Executable cluster candidates: 0
Rejected cluster candidates: 22
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 22
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 3377
Regions dissolved: 0
Repeated reconstructions avoided: 3377
Largest region lifetime: 1742
Maximum simultaneous active regions: 2
Regions active at termination: 2
Last lifecycle event: TRACK:R1:age=1742:localMembers=4
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1628
State changes reopening evaluation: 21
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1212
Maximum occupied tiles: 15
Seat events: 56
Single-blocker events: 14
Multiple-blocker events: 5
Temporary aisle reoccupations: 25

RIGHT AISLE
-----------
Total moves: 1208
Maximum occupied tiles: 26
Seat events: 37
Single-blocker events: 6
Multiple-blocker events: 1
Temporary aisle reoccupations: 8

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 79
Reservations granted: 79
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 109
Remaining moving in aisle: 22
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 35794
Longest unresolved passenger ID: 0
Longest unresolved row: 5
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 21
Longest dependency chain: P105(19F/RIGHT) -> P35(17E/RIGHT) -> P182(16F/RIGHT) -> P55(15H/RIGHT) -> P224(19G/RIGHT) -> P148(17D/RIGHT) -> P216(16H/RIGHT) -> P75(19D/RIGHT) -> P40(18G/RIGHT) -> P58(18H/RIGHT) -> P155(15D/RIGHT) -> P186(16G/RIGHT) -> P60(15C/RIGHT) -> P209(15E/RIGHT) -> P3(17G/RIGHT) -> P115(19C/RIGHT) -> P99(18F/RIGHT) -> P87(19H/RIGHT) -> P111(24F/RIGHT) -> P28(24E/RIGHT) -> P4(21H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 105
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 22
Total blocked ticks: 47404
Total stationary ticks: 272764
Seat-event requests: 1751
Failed seat-event starts: 1658

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 4
Critical blocker identity: P4->21H(RIGHT)
Direct fan-out: 1
Total indirect descendants: 20
Critical tree size including blocker: 21
Critical tree depth: 21
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 26
Unresolved outside passengers: 109
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P4(21H/RIGHT/WAITING_FOR_SEAT_EVENT)
  P28(24E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P111(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P87(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P99(18F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P115(19C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P3(17G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P209(15E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P60(15C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P186(16G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P155(15D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P58(18H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P40(18G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P75(19D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P216(16H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P148(17D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P224(19G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P55(15H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P182(16F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P35(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P105(19F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1628
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 22
Critical blocker unavailable yield tiles: 22
Critical blocker yield-tile occupants: 91
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 3
Yield-tile occupied failures: 1628
Rear-boundary failures: 30
Middle-bank reservation failures: 0
Active-event deferrals: 234
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[91]: P91(22C/RIGHT/WAITING_AT_ROW@tile22) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P91->22C(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P91{seat=22C,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=22,directBlocker=-1,lastMoveTick=268,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: 22
Current yield-tile occupants: 91
Final row-event chain: 4|91
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1751\nPrecedence substitutions made: 2\nDependency chains followed: 1626\nBlocked by waiting-row occupant: 3249\nSubstituted events started: 1\nOccupied-space rejections: 11397\nMaximum scheduling-chain depth: 3\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 17 | standardDataset=228/228 (100.00%) | hierarchicalRegionDataset=93/228 (40.79%) | seatedDelta=-135 | completionDelta=-59.21% | outsideDelta=+109 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | hierarchicalRegionWorse=true | standardFamily=COMPLETE_CABIN | hierarchicalRegionFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 18
Scenario seed: 3120322730829782475

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.43%
Blocker-prone seat share (topology component): 60.13%
Aisle-assignment balance: 94.77%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1156
Passengers seated: 306/306
Average waiting ticks: 513.90
Longest waiting passenger: P231->18H(RIGHT)
Longest waiting ticks: 1102

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2475
Maximum occupied tiles: 14
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 16
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2744
Maximum occupied tiles: 12
Seat events: 161
Single-blocker events: 42
Multiple-blocker events: 21
Temporary aisle reoccupations: 88

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 136
Reservations granted: 136
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6095
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7295
Total stationary ticks: 162230
Seat-event requests: 320
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 655
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 655
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 320\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:08
Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 18
Scenario seed: 3120322730829782475

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET
Row-zone concentration (diagnostic control): 28.43%
Blocker-prone seat share (topology component): 60.13%
Aisle-assignment balance: 94.77%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1129
Passengers seated: 306/306
Average waiting ticks: 521.08
Longest waiting passenger: P120->5G(RIGHT)
Longest waiting ticks: 1118

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 16
Regions dissolved: 1
Repeated reconstructions avoided: 16
Largest region lifetime: 17
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=17
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2475
Maximum occupied tiles: 16
Seat events: 145
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2744
Maximum occupied tiles: 20
Seat events: 161
Single-blocker events: 39
Multiple-blocker events: 24
Temporary aisle reoccupations: 92

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 142
Reservations granted: 128
Reservations denied/waited: 14
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 11266
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 12070
Total stationary ticks: 169431
Seat-event requests: 311
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 456
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 14
Active-event deferrals: 456
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 325\nPrecedence substitutions made: 10\nDependency chains followed: 11\nBlocked by waiting-row occupant: 11\nSubstituted events started: 13\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 18 | standardDataset=306/306 (100.00%) | hierarchicalRegionDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | hierarchicalRegionWorse=false | standardFamily=COMPLETE_CABIN | hierarchicalRegionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 19
Scenario seed: -1051365898326392422

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.04%
Blocker-prone seat share (topology component): 65.65%
Aisle-assignment balance: 98.26%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 821
Passengers seated: 230/230
Average waiting ticks: 371.58
Longest waiting passenger: P130->6H(RIGHT)
Longest waiting ticks: 768

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1771
Maximum occupied tiles: 12
Seat events: 113
Single-blocker events: 13
Multiple-blocker events: 7
Temporary aisle reoccupations: 27

RIGHT AISLE
-----------
Total moves: 1764
Maximum occupied tiles: 13
Seat events: 117
Single-blocker events: 35
Multiple-blocker events: 8
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 92
Reservations granted: 84
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4657
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5790
Total stationary ticks: 89533
Seat-event requests: 235
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 544
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 544
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:08
Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 19
Scenario seed: -1051365898326392422

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET
Row-zone concentration (diagnostic control): 33.04%
Blocker-prone seat share (topology component): 65.65%
Aisle-assignment balance: 98.26%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 813
Passengers seated: 230/230
Average waiting ticks: 369.33
Longest waiting passenger: P133->5G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1771
Maximum occupied tiles: 16
Seat events: 113
Single-blocker events: 13
Multiple-blocker events: 7
Temporary aisle reoccupations: 27

RIGHT AISLE
-----------
Total moves: 1764
Maximum occupied tiles: 18
Seat events: 117
Single-blocker events: 35
Multiple-blocker events: 8
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 88
Reservations granted: 84
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8241
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8943
Total stationary ticks: 92387
Seat-event requests: 232
Failed seat-event starts: 2

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 362
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 2
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 362
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 236\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 19 | standardDataset=230/230 (100.00%) | hierarchicalRegionDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | hierarchicalRegionWorse=false | standardFamily=COMPLETE_CABIN | hierarchicalRegionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 20
Scenario seed: -1169396298556200010

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 29.80%
Blocker-prone seat share (topology component): 65.31%
Aisle-assignment balance: 96.33%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 906
Passengers seated: 245/245
Average waiting ticks: 398.45
Longest waiting passenger: P186->32E(RIGHT)
Longest waiting ticks: 847

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:tiles10-13:occupied=3:anchor=P242:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 13
Regions dissolved: 1
Repeated reconstructions avoided: 13
Largest region lifetime: 14
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=14
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1773
Maximum occupied tiles: 11
Seat events: 118
Single-blocker events: 31
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

RIGHT AISLE
-----------
Total moves: 1904
Maximum occupied tiles: 11
Seat events: 127
Single-blocker events: 32
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 89
Reservations granted: 89
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4534
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5456
Total stationary ticks: 101373
Seat-event requests: 255
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 435
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 435
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 254\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:08
Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 20
Scenario seed: -1169396298556200010

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET
Row-zone concentration (diagnostic control): 29.80%
Blocker-prone seat share (topology component): 65.31%
Aisle-assignment balance: 96.33%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2368
Passengers seated: 241/245
Average waiting ticks: 407.39
Longest waiting passenger: P79->31D(RIGHT)
Longest waiting ticks: 2267

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1772
Maximum occupied tiles: 17
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 10
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1902
Maximum occupied tiles: 19
Seat events: 125
Single-blocker events: 27
Multiple-blocker events: 15
Temporary aisle reoccupations: 57

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1755
Reservations granted: 1754
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8272
Longest unresolved passenger ID: 118
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P118(32C/LEFT) -> P201(32A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 118
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 17743
Total stationary ticks: 111560
Seat-event requests: 3638
Failed seat-event starts: 3397

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 79
Critical blocker identity: P79->31D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 4
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P79(31D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P186(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 3392
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 3392
Middle-bank reservation failures: 1
Active-event deferrals: 1152
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3639\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 20 | standardDataset=245/245 (100.00%) | hierarchicalRegionDataset=241/245 (98.37%) | seatedDelta=-4 | completionDelta=-1.63% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | hierarchicalRegionWorse=true | standardFamily=COMPLETE_CABIN | hierarchicalRegionFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 21
Scenario seed: -5845335927644343041

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.43%
Blocker-prone seat share (topology component): 69.57%
Aisle-assignment balance: 98.26%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 815
Passengers seated: 230/230
Average waiting ticks: 371.47
Longest waiting passenger: P7->2E(LEFT)
Longest waiting ticks: 763

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 3
Executable cluster candidates: 3
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: RIGHT:tiles13-16:occupied=4:anchor=P120:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 34
Regions dissolved: 1
Repeated reconstructions avoided: 34
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=35
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1791
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 34
Multiple-blocker events: 4
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1688
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 36
Multiple-blocker events: 7
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 87
Reservations granted: 85
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4386
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5681
Total stationary ticks: 89287
Seat-event requests: 237
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 616
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 616
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 237\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 4\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:08
Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 21
Scenario seed: -5845335927644343041

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET
Row-zone concentration (diagnostic control): 30.43%
Blocker-prone seat share (topology component): 69.57%
Aisle-assignment balance: 98.26%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2289
Passengers seated: 226/230
Average waiting ticks: 371.45
Longest waiting passenger: P198->32F(LEFT)
Longest waiting ticks: 2182

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 3
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2126
Regions dissolved: 0
Repeated reconstructions avoided: 2126
Largest region lifetime: 2127
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2127:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1651
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1788
Maximum occupied tiles: 18
Seat events: 113
Single-blocker events: 34
Multiple-blocker events: 4
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1688
Maximum occupied tiles: 17
Seat events: 113
Single-blocker events: 36
Multiple-blocker events: 6
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1736
Reservations granted: 1735
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7768
Longest unresolved passenger ID: 53
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P101(30D/LEFT) -> P176(31C/LEFT) -> P53(32C/LEFT) -> P198(32F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 101
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 16934
Total stationary ticks: 98771
Seat-event requests: 1882
Failed seat-event starts: 1656

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 198
Critical blocker identity: P198->32F(LEFT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 4
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P198(32F/LEFT/WAITING_FOR_SEAT_EVENT)
  P53(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P176(31C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P101(30D/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1656
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 33|34
Critical blocker unavailable yield tiles: 33|34
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 0
Rear-boundary failures: 1656
Middle-bank reservation failures: 1
Active-event deferrals: 711
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 33|34
Current unavailable yield tiles: 33|34
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1884\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 3\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 21 | standardDataset=230/230 (100.00%) | hierarchicalRegionDataset=226/230 (98.26%) | seatedDelta=-4 | completionDelta=-1.74% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | hierarchicalRegionWorse=true | standardFamily=COMPLETE_CABIN | hierarchicalRegionFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 22
Scenario seed: 5901802720867875714

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.08%
Blocker-prone seat share (topology component): 58.68%
Aisle-assignment balance: 91.67%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2628
Passengers seated: 271/288
Average waiting ticks: 501.86
Longest waiting passenger: P233->22B(LEFT)
Longest waiting ticks: 2596

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 18
Cluster candidates evaluated: 22
Executable cluster candidates: 0
Rejected cluster candidates: 22
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 17
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2346
Regions dissolved: 0
Repeated reconstructions avoided: 2346
Largest region lifetime: 2347
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2347:occupied=17
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1931
State changes reopening evaluation: 17
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2236
Maximum occupied tiles: 21
Seat events: 115
Single-blocker events: 25
Multiple-blocker events: 12
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 2775
Maximum occupied tiles: 12
Seat events: 156
Single-blocker events: 43
Multiple-blocker events: 18
Temporary aisle reoccupations: 80

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 123
Reservations granted: 123
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 14
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 26853
Longest unresolved passenger ID: 285
Longest unresolved row: 35
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 13
Longest dependency chain: P157(29B/LEFT) -> P224(26G/LEFT) -> P193(28A/LEFT) -> P83(29F/LEFT) -> P29(32F/LEFT) -> P46(36G/LEFT) -> P152(36E/LEFT) -> P135(34B/LEFT) -> P139(34A/LEFT) -> P245(33A/LEFT) -> P63(34C/LEFT) -> P285(35D/LEFT) -> P68(35B/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 157
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 14
Total blocked ticks: 39581
Total stationary ticks: 175761
Seat-event requests: 2241
Failed seat-event starts: 1970

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 68
Critical blocker identity: P68->35B(LEFT)
Direct fan-out: 1
Total indirect descendants: 12
Critical tree size including blocker: 13
Critical tree depth: 13
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 17
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P68(35B/LEFT/WAITING_FOR_SEAT_EVENT)
  P285(35D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P63(34C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P245(33A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P139(34A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P135(34B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P152(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P46(36G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P29(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P83(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P193(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P224(26G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P157(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1969
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 1
Critical blocker required yield tiles: 36
Critical blocker unavailable yield tiles: 36
Critical blocker yield-tile occupants: 24
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 3
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1969
Rear-boundary failures: 1
Middle-bank reservation failures: 0
Active-event deferrals: 1081
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[24]: P24(36A/LEFT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P24->36A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: P24{seat=36A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=266,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 36
Current unavailable yield tiles: 36
Current yield-tile occupants: 24
Final row-event chain: 68|24
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2241\nPrecedence substitutions made: 1\nDependency chains followed: 193\nBlocked by waiting-row occupant: 193\nSubstituted events started: 1\nOccupied-space rejections: 1974\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:09
Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 22
Scenario seed: 5901802720867875714

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET
Row-zone concentration (diagnostic control): 27.08%
Blocker-prone seat share (topology component): 58.68%
Aisle-assignment balance: 91.67%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2593
Passengers seated: 285/288
Average waiting ticks: 512.70
Longest waiting passenger: P152->36E(LEFT)
Longest waiting ticks: 2490

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 2416
Regions dissolved: 1
Repeated reconstructions avoided: 2416
Largest region lifetime: 2405
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2405:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1853
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2298
Maximum occupied tiles: 20
Seat events: 129
Single-blocker events: 33
Multiple-blocker events: 13
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2775
Maximum occupied tiles: 19
Seat events: 156
Single-blocker events: 46
Multiple-blocker events: 18
Temporary aisle reoccupations: 84

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1985
Reservations granted: 1981
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 10123
Longest unresolved passenger ID: 46
Longest unresolved row: 36
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P9(36C/LEFT) -> P46(36G/LEFT) -> P152(36E/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 9
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 18085
Total stationary ticks: 161419
Seat-event requests: 2151
Failed seat-event starts: 1866

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 152
Critical blocker identity: P152->36E(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P152(36E/LEFT/WAITING_FOR_SEAT_EVENT)
  P46(36G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P9(36C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1859
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 1
Critical blocker required yield tiles: 37
Critical blocker unavailable yield tiles: 37
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 1859
Middle-bank reservation failures: 4
Active-event deferrals: 852
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 37
Current unavailable yield tiles: 37
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2155\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 22 | standardDataset=271/288 (94.10%) | hierarchicalRegionDataset=285/288 (98.96%) | seatedDelta=+14 | completionDelta=+4.86% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | hierarchicalRegionWorse=false | standardFamily=LINKED_ROW_EVENT_CHAIN | hierarchicalRegionFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 23
Scenario seed: -5886756800942795092

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.61%
Blocker-prone seat share (topology component): 67.39%
Aisle-assignment balance: 97.39%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 844
Passengers seated: 230/230
Average waiting ticks: 385.89
Longest waiting passenger: P166->14H(RIGHT)
Longest waiting ticks: 818

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles9-12:occupied=3:anchor=P84:selected=P226:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1724
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1674
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 26
Multiple-blocker events: 11
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 75
Reservations granted: 74
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3907
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4803
Total stationary ticks: 91882
Seat-event requests: 240
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 490
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 490
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 240\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:09
Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 23
Scenario seed: -5886756800942795092

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET
Row-zone concentration (diagnostic control): 32.61%
Blocker-prone seat share (topology component): 67.39%
Aisle-assignment balance: 97.39%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 843
Passengers seated: 230/230
Average waiting ticks: 389.23
Longest waiting passenger: P221->3F(RIGHT)
Longest waiting ticks: 833

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1724
Maximum occupied tiles: 17
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 7
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1674
Maximum occupied tiles: 15
Seat events: 118
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 47

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 79
Reservations granted: 74
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7268
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7878
Total stationary ticks: 95893
Seat-event requests: 232
Failed seat-event starts: 2

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 336
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 2
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 336
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 23 | standardDataset=230/230 (100.00%) | hierarchicalRegionDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | hierarchicalRegionWorse=false | standardFamily=COMPLETE_CABIN | hierarchicalRegionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 24
Scenario seed: -8002946322880410004

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 881
Passengers seated: 235/235
Average waiting ticks: 383.40
Longest waiting passenger: P13->10A(LEFT)
Longest waiting ticks: 823

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 12
Seat events: 124
Single-blocker events: 31
Multiple-blocker events: 16
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 1587
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 136
Reservations granted: 128
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4518
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5711
Total stationary ticks: 93972
Seat-event requests: 245
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 555
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 555
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 253\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:09
Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 24
Scenario seed: -8002946322880410004

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2367
Passengers seated: 228/235
Average waiting ticks: 416.29
Longest waiting passenger: P84->25C(RIGHT)
Longest waiting ticks: 2282

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 13
Cluster candidates evaluated: 24
Executable cluster candidates: 0
Rejected cluster candidates: 24
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 7
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 2237
Regions dissolved: 1
Repeated reconstructions avoided: 2237
Largest region lifetime: 2226
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2226:occupied=7
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1766
State changes reopening evaluation: 12
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 18
Seat events: 124
Single-blocker events: 28
Multiple-blocker events: 19
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 1582
Maximum occupied tiles: 17
Seat events: 104
Single-blocker events: 32
Multiple-blocker events: 3
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1890
Reservations granted: 1867
Reservations denied/waited: 23
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 9068
Longest unresolved passenger ID: 206
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P11(24F/RIGHT) -> P147(25G/RIGHT) -> P84(25C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 11
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 23569
Total stationary ticks: 113274
Seat-event requests: 2012
Failed seat-event starts: 1784

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 84
Critical blocker identity: P84->25C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 7
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P84(25C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P147(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P11(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1781
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 26|27|28
Critical blocker unavailable yield tiles: 26|27|28
Critical blocker yield-tile occupants: 34|206|115
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1781
Rear-boundary failures: 3
Middle-bank reservation failures: 23
Active-event deferrals: 1333
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 3
Trace length: 3
Yield-occupant trace: yieldOccupant[34]: P34(27G/RIGHT/MOVING_IN_AISLE@tile26) -> P206(29C/RIGHT/MOVING_IN_AISLE@tile27) -> P115(28H/RIGHT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[206]: P206(29C/RIGHT/MOVING_IN_AISLE@tile27) -> P115(28H/RIGHT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[115]: P115(28H/RIGHT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P115->28H(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P34{seat=27G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=26,directBlocker=206,lastMoveTick=137,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P206{seat=29C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=115,lastMoveTick=136,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P115{seat=28H,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=28,directBlocker=-1,lastMoveTick=135,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 26|27|28
Current unavailable yield tiles: 26|27|28
Current yield-tile occupants: 34|206|115
Final row-event chain: 84|34|206|115
Final row-event chain length: 4
Distinct row events in chain: 4
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2036\nPrecedence substitutions made: 8\nDependency chains followed: 39\nBlocked by waiting-row occupant: 39\nSubstituted events started: 9\nOccupied-space rejections: 3577\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 24 | standardDataset=235/235 (100.00%) | hierarchicalRegionDataset=228/235 (97.02%) | seatedDelta=-7 | completionDelta=-2.98% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | hierarchicalRegionWorse=true | standardFamily=COMPLETE_CABIN | hierarchicalRegionFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 25
Scenario seed: -6793887463250987477

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.38%
Aisle-assignment balance: 95.74%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2527
Passengers seated: 276/282
Average waiting ticks: 487.17
Longest waiting passenger: P197->31D(RIGHT)
Longest waiting ticks: 2476

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 3
Executable cluster candidates: 1
Rejected cluster candidates: 2
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1565
Regions dissolved: 1
Repeated reconstructions avoided: 1565
Largest region lifetime: 1558
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1558:occupied=6
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1524
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2082
Maximum occupied tiles: 13
Seat events: 135
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2295
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 36
Multiple-blocker events: 11
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1672
Reservations granted: 1672
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 6510
Longest unresolved passenger ID: 217
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P249(30F/RIGHT) -> P22(30H/RIGHT) -> P61(30D/RIGHT) -> P208(31F/RIGHT) -> P197(31D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 249
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 15659
Total stationary ticks: 147571
Seat-event requests: 1864
Failed seat-event starts: 1588

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 197
Critical blocker identity: P197->31D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P197(31D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P208(31F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P61(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P22(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P249(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1588
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 32
Critical blocker unavailable yield tiles: 32
Critical blocker yield-tile occupants: 217
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1588
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 802
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[217]: P217(32I/RIGHT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P217->32I(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P217{seat=32I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=32,directBlocker=-1,lastMoveTick=786,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 32
Current unavailable yield tiles: 32
Current yield-tile occupants: 217
Final row-event chain: 197|217
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1863\nPrecedence substitutions made: 3\nDependency chains followed: 1581\nBlocked by waiting-row occupant: 1581\nSubstituted events started: 5\nOccupied-space rejections: 1592\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:09
Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 25
Scenario seed: -6793887463250987477

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.38%
Aisle-assignment balance: 95.74%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 1890
Passengers seated: 64/282
Average waiting ticks: 1302.41
Longest waiting passenger: P2->17I(RIGHT)
Longest waiting ticks: 1890

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 37
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 31
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1732
Regions dissolved: 0
Repeated reconstructions avoided: 1732
Largest region lifetime: 1733
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1733:occupied=31
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1694
State changes reopening evaluation: 36
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1252
Maximum occupied tiles: 16
Seat events: 48
Single-blocker events: 12
Multiple-blocker events: 4
Temporary aisle reoccupations: 20

RIGHT AISLE
-----------
Total moves: 918
Maximum occupied tiles: 31
Seat events: 16
Single-blocker events: 4
Multiple-blocker events: 0
Temporary aisle reoccupations: 4

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 19
Reservations granted: 19
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 185
Remaining moving in aisle: 30
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 51482
Longest unresolved passenger ID: 2
Longest unresolved row: 17
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 31
Longest dependency chain: P108(26G/RIGHT) -> P4(21D/RIGHT) -> P55(24I/RIGHT) -> P230(21G/RIGHT) -> P118(23G/RIGHT) -> P187(22I/RIGHT) -> P178(26D/RIGHT) -> P23(25E/RIGHT) -> P204(26E/RIGHT) -> P192(25I/RIGHT) -> P156(23H/RIGHT) -> P27(26H/RIGHT) -> P76(25D/RIGHT) -> P93(26I/RIGHT) -> P250(24E/RIGHT) -> P58(21I/RIGHT) -> P196(25G/RIGHT) -> P249(30F/RIGHT) -> P22(30H/RIGHT) -> P61(30D/RIGHT) -> P208(31F/RIGHT) -> P265(27F/RIGHT) -> P14(29E/RIGHT) -> P120(27G/RIGHT) -> P238(28I/RIGHT) -> P274(29D/RIGHT) -> P237(30E/RIGHT) -> P197(31D/RIGHT) -> P217(32I/RIGHT) -> P185(32H/RIGHT) -> P109(31I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 108
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 30
Total blocked ticks: 59708
Total stationary ticks: 421441
Seat-event requests: 3366
Failed seat-event starts: 3302

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 109
Critical blocker identity: P109->31I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 30
Critical tree size including blocker: 31
Critical tree depth: 31
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 33
Unresolved outside passengers: 185
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P109(31I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P185(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P217(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P197(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P237(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P274(29D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P238(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P120(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P14(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P265(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P208(31F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P61(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P22(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P249(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P196(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P58(21I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P250(24E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P93(26I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P76(25D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P27(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P156(23H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P192(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P204(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P23(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P178(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P187(22I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P118(23G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P230(21G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P55(24I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                          P4(21D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                            P108(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1734
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1568
Rear-boundary failures: 1734
Middle-bank reservation failures: 0
Active-event deferrals: 306
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3366\nPrecedence substitutions made: 2\nDependency chains followed: 1570\nBlocked by waiting-row occupant: 1570\nSubstituted events started: 2\nOccupied-space rejections: 1570\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 25 | standardDataset=276/282 (97.87%) | hierarchicalRegionDataset=64/282 (22.70%) | seatedDelta=-212 | completionDelta=-75.18% | outsideDelta=+185 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | hierarchicalRegionWorse=true | standardFamily=LINKED_ROW_EVENT_CHAIN | hierarchicalRegionFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 26
Scenario seed: 722007454514889823

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.49%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1287
Passengers seated: 353/353
Average waiting ticks: 586.65
Longest waiting passenger: P178->2A(LEFT)
Longest waiting ticks: 1226

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 90
Regions dissolved: 4
Repeated reconstructions avoided: 90
Largest region lifetime: 38
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3193
Maximum occupied tiles: 14
Seat events: 182
Single-blocker events: 45
Multiple-blocker events: 30
Temporary aisle reoccupations: 111

RIGHT AISLE
-----------
Total moves: 3005
Maximum occupied tiles: 13
Seat events: 171
Single-blocker events: 47
Multiple-blocker events: 24
Temporary aisle reoccupations: 101

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 160
Reservations granted: 157
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7774
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9701
Total stationary ticks: 213884
Seat-event requests: 378
Failed seat-event starts: 25

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 882
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 25
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 882
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 380\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 30\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:09
Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 26
Scenario seed: 722007454514889823

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.49%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 1709
Passengers seated: 40/353
Average waiting ticks: 1225.02
Longest waiting passenger: P0->12F(RIGHT)
Longest waiting ticks: 1709

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 40
Cluster candidates evaluated: 41
Executable cluster candidates: 1
Rejected cluster candidates: 40
Cluster selections: 1
Cluster-selected events started: 0
Largest detected cluster: 36
Selected release potential total: 7
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 3094
Regions dissolved: 0
Repeated reconstructions avoided: 3094
Largest region lifetime: 1579
Maximum simultaneous active regions: 2
Regions active at termination: 2
Last lifecycle event: UPDATE:R1:age=1579:occupied=36
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1516
State changes reopening evaluation: 39
Region priority competitions: 1506
Regions ranked: 3012
Hierarchical selections: 1506
Lower-priority evaluations deferred: 1504
Highest selected priority score: 39710
Left/right priority wins: 0/1506
Priority ties: 0
Last priority decision: LEFT:R2:score=38610 | RIGHT:R1:score=39710 | selected=RIGHT

LEFT AISLE
----------
Total moves: 1319
Maximum occupied tiles: 35
Seat events: 23
Single-blocker events: 6
Multiple-blocker events: 1
Temporary aisle reoccupations: 8

RIGHT AISLE
-----------
Total moves: 1178
Maximum occupied tiles: 36
Seat events: 17
Single-blocker events: 2
Multiple-blocker events: 0
Temporary aisle reoccupations: 2

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1573
Reservations granted: 1571
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 6

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 242
Remaining moving in aisle: 67
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 101374
Longest unresolved passenger ID: 0
Longest unresolved row: 12
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 35
Longest dependency chain: P274(25D/RIGHT) -> P75(28J/RIGHT) -> P254(25E/RIGHT) -> P245(28I/RIGHT) -> P308(25H/RIGHT) -> P332(30H/RIGHT) -> P301(28E/RIGHT) -> P284(24J/RIGHT) -> P264(26I/RIGHT) -> P160(27J/RIGHT) -> P41(28G/RIGHT) -> P72(24I/RIGHT) -> P198(30J/RIGHT) -> P188(29J/RIGHT) -> P92(24H/RIGHT) -> P131(25I/RIGHT) -> P201(26H/RIGHT) -> P218(30I/RIGHT) -> P50(25J/RIGHT) -> P220(26J/RIGHT) -> P352(30E/RIGHT) -> P54(29I/RIGHT) -> P285(27H/RIGHT) -> P195(34J/RIGHT) -> P307(36F/RIGHT) -> P24(35H/RIGHT) -> P158(33G/RIGHT) -> P76(32E/RIGHT) -> P343(34D/RIGHT) -> P159(34H/RIGHT) -> P230(33H/RIGHT) -> P14(35D/RIGHT) -> P336(34F/RIGHT) -> P33(36E/RIGHT) -> P40(35F/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 274
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 67
Total blocked ticks: 110561
Total stationary ticks: 536547
Seat-event requests: 3107
Failed seat-event starts: 3067

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 40
Critical blocker identity: P40->35F(RIGHT)
Direct fan-out: 1
Total indirect descendants: 34
Critical tree size including blocker: 35
Critical tree depth: 35
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 71
Unresolved outside passengers: 242
Unresolved internal passengers outside critical tree: 36
Critical blocker tree:
P40(35F/RIGHT/WAITING_FOR_SEAT_EVENT)
  P33(36E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P336(34F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P14(35D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P230(33H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P159(34H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P343(34D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P76(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P158(33G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P24(35H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P307(36F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P195(34J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P285(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P54(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P352(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P220(26J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P50(25J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P218(30I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P201(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P131(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P92(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P188(29J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P198(30J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P72(24I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P41(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P160(27J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P264(26I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P284(24J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P301(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                          P332(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                            P308(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                              P245(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                                P254(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                                  P75(28J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                                    P274(25D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 3066
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 36
Critical blocker unavailable yield tiles: 36
Critical blocker yield-tile occupants: 199
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 3
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 3066
Rear-boundary failures: 1
Middle-bank reservation failures: 2
Active-event deferrals: 97
Simultaneous arbitration losses: 6

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[199]: P199(36I/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P199->36I(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P199{seat=36I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=123,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 36
Current unavailable yield tiles: 36
Current yield-tile occupants: 199
Final row-event chain: 40|199
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3114\nPrecedence substitutions made: 0\nDependency chains followed: 1559\nBlocked by waiting-row occupant: 1559\nSubstituted events started: 0\nOccupied-space rejections: 3068\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 26 | standardDataset=353/353 (100.00%) | hierarchicalRegionDataset=40/353 (11.33%) | seatedDelta=-313 | completionDelta=-88.67% | outsideDelta=+242 | clustersDetected=2 | clusterSelections=1 | clusterStarts=0 | convertedToSuccess=false | hierarchicalRegionWorse=true | standardFamily=COMPLETE_CABIN | hierarchicalRegionFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 27
Scenario seed: -5450447113087893164

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1282
Passengers seated: 353/353
Average waiting ticks: 599.70
Longest waiting passenger: P326->9H(RIGHT)
Longest waiting ticks: 1238

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2967
Maximum occupied tiles: 12
Seat events: 174
Single-blocker events: 46
Multiple-blocker events: 23
Temporary aisle reoccupations: 96

RIGHT AISLE
-----------
Total moves: 3223
Maximum occupied tiles: 12
Seat events: 179
Single-blocker events: 52
Multiple-blocker events: 30
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 150
Reservations granted: 150
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7466
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8940
Total stationary ticks: 217898
Seat-event requests: 366
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 762
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 762
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 366\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:09
Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 27
Scenario seed: -5450447113087893164

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 1973
Passengers seated: 85/353
Average waiting ticks: 1364.33
Longest waiting passenger: P1->7A(LEFT)
Longest waiting ticks: 1973

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 47
Cluster candidates evaluated: 94
Executable cluster candidates: 0
Rejected cluster candidates: 94
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 36
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1773
Regions dissolved: 0
Repeated reconstructions avoided: 1773
Largest region lifetime: 1774
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1774:occupied=36
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1715
State changes reopening evaluation: 46
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1763
Maximum occupied tiles: 19
Seat events: 61
Single-blocker events: 14
Multiple-blocker events: 6
Temporary aisle reoccupations: 26

RIGHT AISLE
-----------
Total moves: 1390
Maximum occupied tiles: 36
Seat events: 24
Single-blocker events: 6
Multiple-blocker events: 3
Temporary aisle reoccupations: 12

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1805
Reservations granted: 1793
Reservations denied/waited: 12
Simultaneous opposite-aisle conflicts: 2

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 232
Remaining moving in aisle: 33
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 57496
Longest unresolved passenger ID: 1
Longest unresolved row: 7
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 34
Longest dependency chain: P135(26I/RIGHT) -> P11(25H/RIGHT) -> P16(30I/RIGHT) -> P247(29I/RIGHT) -> P59(27E/RIGHT) -> P195(24H/RIGHT) -> P70(30H/RIGHT) -> P207(30E/RIGHT) -> P6(24I/RIGHT) -> P42(27F/RIGHT) -> P176(25D/RIGHT) -> P318(26D/RIGHT) -> P271(24J/RIGHT) -> P261(25F/RIGHT) -> P297(29F/RIGHT) -> P193(25J/RIGHT) -> P208(27H/RIGHT) -> P10(30G/RIGHT) -> P43(28G/RIGHT) -> P147(29J/RIGHT) -> P269(29H/RIGHT) -> P150(26F/RIGHT) -> P23(29E/RIGHT) -> P48(27J/RIGHT) -> P121(28J/RIGHT) -> P234(30J/RIGHT) -> P22(32G/RIGHT) -> P96(32H/RIGHT) -> P31(36E/RIGHT) -> P44(32J/RIGHT) -> P228(34J/RIGHT) -> P279(35I/RIGHT) -> P335(36J/RIGHT) -> P196(34E/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 135
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 33
Total blocked ticks: 68107
Total stationary ticks: 543851
Seat-event requests: 1851
Failed seat-event starts: 1766

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 196
Critical blocker identity: P196->34E(RIGHT)
Direct fan-out: 1
Total indirect descendants: 33
Critical tree size including blocker: 34
Critical tree depth: 34
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 36
Unresolved outside passengers: 232
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P196(34E/RIGHT/WAITING_FOR_SEAT_EVENT)
  P335(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P279(35I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P228(34J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P44(32J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P31(36E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P96(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P22(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P234(30J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P121(28J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P48(27J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P23(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P150(26F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P269(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P147(29J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P43(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P10(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P208(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P193(25J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P297(29F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P261(25F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P271(24J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P318(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P176(25D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P42(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P6(24I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P207(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P70(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P195(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                          P59(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                            P247(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                              P16(30I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                                P11(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                                  P135(26I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1766
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 35|36
Critical blocker unavailable yield tiles: 35|36
Critical blocker yield-tile occupants: 231|276
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1766
Rear-boundary failures: 0
Middle-bank reservation failures: 12
Active-event deferrals: 113
Simultaneous arbitration losses: 2

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 1
Yield-occupant trace: yieldOccupant[231]: P231(35J/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[276]: P276(36I/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P276->36I(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: false
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P231{seat=35J,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=191,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} || P276{seat=36I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=190,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 35|36
Current unavailable yield tiles: 35|36
Current yield-tile occupants: 231|276
Final row-event chain: 196|231
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1865\nPrecedence substitutions made: 0\nDependency chains followed: 1768\nBlocked by waiting-row occupant: 3531\nSubstituted events started: 0\nOccupied-space rejections: 7109\nMaximum scheduling-chain depth: 3\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 27 | standardDataset=353/353 (100.00%) | hierarchicalRegionDataset=85/353 (24.08%) | seatedDelta=-268 | completionDelta=-75.92% | outsideDelta=+232 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | hierarchicalRegionWorse=true | standardFamily=COMPLETE_CABIN | hierarchicalRegionFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 28
Scenario seed: 246091010528561545

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1319
Passengers seated: 353/353
Average waiting ticks: 602.32
Longest waiting passenger: P36->10I(RIGHT)
Longest waiting ticks: 1278

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 39
Regions dissolved: 2
Repeated reconstructions avoided: 39
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2983
Maximum occupied tiles: 13
Seat events: 171
Single-blocker events: 42
Multiple-blocker events: 20
Temporary aisle reoccupations: 84

RIGHT AISLE
-----------
Total moves: 3263
Maximum occupied tiles: 15
Seat events: 182
Single-blocker events: 47
Multiple-blocker events: 27
Temporary aisle reoccupations: 108

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 158
Reservations granted: 158
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7403
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8981
Total stationary ticks: 218852
Seat-event requests: 373
Failed seat-event starts: 20

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 798
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 20
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 798
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 373\nPrecedence substitutions made: 3\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 3\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:09
Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 28
Scenario seed: 246091010528561545

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1285
Passengers seated: 353/353
Average waiting ticks: 605.61
Longest waiting passenger: P311->1C(LEFT)
Longest waiting ticks: 1283

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles25-27:occupied=3:anchor=P225:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 15
Regions dissolved: 1
Repeated reconstructions avoided: 15
Largest region lifetime: 16
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=16
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2983
Maximum occupied tiles: 18
Seat events: 171
Single-blocker events: 42
Multiple-blocker events: 20
Temporary aisle reoccupations: 84

RIGHT AISLE
-----------
Total moves: 3263
Maximum occupied tiles: 20
Seat events: 182
Single-blocker events: 46
Multiple-blocker events: 28
Temporary aisle reoccupations: 108

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 149
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 13562
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 14535
Total stationary ticks: 225886
Seat-event requests: 370
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 524
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 3
Middle-bank reservation failures: 3
Active-event deferrals: 524
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 372\nPrecedence substitutions made: 8\nDependency chains followed: 8\nBlocked by waiting-row occupant: 8\nSubstituted events started: 12\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 28 | standardDataset=353/353 (100.00%) | hierarchicalRegionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | hierarchicalRegionWorse=false | standardFamily=COMPLETE_CABIN | hierarchicalRegionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 29
Scenario seed: 4203914317130684635

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.05%
Blocker-prone seat share (topology component): 67.57%
Aisle-assignment balance: 99.61%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2413
Passengers seated: 257/259
Average waiting ticks: 430.23
Longest waiting passenger: P157->31I(RIGHT)
Longest waiting ticks: 2353

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1895
Maximum occupied tiles: 12
Seat events: 130
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 2013
Maximum occupied tiles: 12
Seat events: 127
Single-blocker events: 38
Multiple-blocker events: 9
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 89
Reservations granted: 89
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4711
Longest unresolved passenger ID: 177
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P177(32G/RIGHT) -> P157(31I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 177
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 9006
Total stationary ticks: 116891
Seat-event requests: 1811
Failed seat-event starts: 1554

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 157
Critical blocker identity: P157->31I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P157(31I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P177(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1544
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 10
Rear-boundary failures: 1544
Middle-bank reservation failures: 0
Active-event deferrals: 630
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1811\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:09
Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 29
Scenario seed: 4203914317130684635

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET
Row-zone concentration (diagnostic control): 32.05%
Blocker-prone seat share (topology component): 67.57%
Aisle-assignment balance: 99.61%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2414
Passengers seated: 257/259
Average waiting ticks: 426.68
Longest waiting passenger: P157->31I(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1895
Maximum occupied tiles: 17
Seat events: 130
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 2013
Maximum occupied tiles: 17
Seat events: 127
Single-blocker events: 40
Multiple-blocker events: 8
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 95
Reservations granted: 88
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 9059
Longest unresolved passenger ID: 177
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P177(32G/RIGHT) -> P157(31I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 177
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 14177
Total stationary ticks: 120811
Seat-event requests: 1960
Failed seat-event starts: 1703

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 157
Critical blocker identity: P157->31I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P157(31I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P177(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1702
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1
Rear-boundary failures: 1702
Middle-bank reservation failures: 7
Active-event deferrals: 757
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1967\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 2\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 29 | standardDataset=257/259 (99.23%) | hierarchicalRegionDataset=257/259 (99.23%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | hierarchicalRegionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | hierarchicalRegionFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 30
Scenario seed: -7557663346310737177

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 59.06%
Aisle-assignment balance: 98.25%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1236
Passengers seated: 342/342
Average waiting ticks: 564.65
Longest waiting passenger: P20->31I(RIGHT)
Longest waiting ticks: 1184

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 5
Clusters detected: 5
Activations without intervention: 6
Cluster candidates evaluated: 4
Executable cluster candidates: 4
Rejected cluster candidates: 0
Cluster selections: 4
Cluster-selected events started: 5
Largest detected cluster: 7
Selected release potential total: 16
Last cluster decision: RIGHT:tiles20-22:occupied=3:anchor=P236:selected=P293:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 5
Region updates: 88
Regions dissolved: 5
Repeated reconstructions avoided: 88
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R5:lifetime=9
Confirmation deferral ticks: 8
Regions reaching confirmation: 3
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 4
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2986
Maximum occupied tiles: 14
Seat events: 168
Single-blocker events: 37
Multiple-blocker events: 26
Temporary aisle reoccupations: 94

RIGHT AISLE
-----------
Total moves: 2895
Maximum occupied tiles: 16
Seat events: 174
Single-blocker events: 43
Multiple-blocker events: 31
Temporary aisle reoccupations: 110

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 159
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7405
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9317
Total stationary ticks: 199595
Seat-event requests: 382
Failed seat-event starts: 40

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 861
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 40
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 861
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 378\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 14\nOccupied-space rejections: 50\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
============================================================
Date/Time: 2026-07-16 23:42:09
Experiment mode: HIERARCHICAL_LOCAL_REGION_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 30
Scenario seed: -7557663346310737177

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_REGION_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 59.06%
Aisle-assignment balance: 98.25%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1241
Passengers seated: 342/342
Average waiting ticks: 578.77
Longest waiting passenger: P203->4H(RIGHT)
Longest waiting ticks: 1226

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:age=2:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 32
Regions dissolved: 2
Repeated reconstructions avoided: 32
Largest region lifetime: 25
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=9
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2986
Maximum occupied tiles: 20
Seat events: 168
Single-blocker events: 38
Multiple-blocker events: 25
Temporary aisle reoccupations: 94

RIGHT AISLE
-----------
Total moves: 2895
Maximum occupied tiles: 19
Seat events: 174
Single-blocker events: 43
Multiple-blocker events: 30
Temporary aisle reoccupations: 110

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 153
Reservations granted: 145
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 13012
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 14107
Total stationary ticks: 209569
Seat-event requests: 357
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 575
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 575
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_REGION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 364\nPrecedence substitutions made: 10\nDependency chains followed: 12\nBlocked by waiting-row occupant: 12\nSubstituted events started: 11\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 30 | standardDataset=342/342 (100.00%) | hierarchicalRegionDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | hierarchicalRegionWorse=false | standardFamily=COMPLETE_CABIN | hierarchicalRegionFamily=COMPLETE_CABIN

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 25
HIERARCHICAL LOCAL-REGION ACTIVATION
************************************************************
Experiment seed: 2083790101901
Scenarios executed: 60
Successful completions: 32
Incomplete/MAX_TICKS: 28
Average completed ticks: 1572.88
Average waiting ticks: 565.81
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:26
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 1
Scenario seed: -4248938912819631269

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2327
Passengers seated: 221/235
Average waiting ticks: 455.32
Longest waiting passenger: P6->10H(RIGHT)
Longest waiting ticks: 2327

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 3
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles25-27:occupied=3:anchor=P29:selected=P181:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 15
Regions dissolved: 1
Repeated reconstructions avoided: 15
Largest region lifetime: 16
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=16
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1708
Maximum occupied tiles: 13
Seat events: 116
Single-blocker events: 28
Multiple-blocker events: 19
Temporary aisle reoccupations: 71

RIGHT AISLE
-----------
Total moves: 1555
Maximum occupied tiles: 12
Seat events: 105
Single-blocker events: 26
Multiple-blocker events: 9
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1717
Reservations granted: 1709
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 8
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5451
Longest unresolved passenger ID: 6
Longest unresolved row: 10
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P82(30E/RIGHT) -> P15(6G/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 82
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 15044
Total stationary ticks: 115476
Seat-event requests: 1820
Failed seat-event starts: 1599

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 15
Critical blocker identity: P15->6G(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 8
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P15(6G/RIGHT/WAITING_FOR_SEAT_EVENT)
  P82(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1599
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1599
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 519
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1828\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 4\nOccupied-space rejections: 1601\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:26
Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 1
Scenario seed: -4248938912819631269

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 864
Passengers seated: 235/235
Average waiting ticks: 410.34
Longest waiting passenger: P21->5C(RIGHT)
Longest waiting ticks: 853

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles1-3:occupied=3:anchor=P219:selected=P148:directReleases=1:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 21
Regions dissolved: 2
Repeated reconstructions avoided: 21
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=10
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1708
Maximum occupied tiles: 15
Seat events: 116
Single-blocker events: 29
Multiple-blocker events: 18
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1734
Maximum occupied tiles: 16
Seat events: 119
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 139
Reservations granted: 124
Reservations denied/waited: 15
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6745
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7362
Total stationary ticks: 102248
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 269
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 1
Middle-bank reservation failures: 15
Active-event deferrals: 269
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 256\nPrecedence substitutions made: 1\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 4\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 01 | standardDataset=221/235 (94.04%) | localCompletionGateDataset=235/235 (100.00%) | seatedDelta=+14 | completionDelta=+5.96% | outsideDelta=-8 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=true | localCompletionGateWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | localCompletionGateFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:26
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 2
Scenario seed: 2182383722134259186

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.46%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 784
Passengers seated: 216/216
Average waiting ticks: 350.50
Longest waiting passenger: P151->14E(LEFT)
Longest waiting ticks: 733

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 39
Regions dissolved: 2
Repeated reconstructions avoided: 39
Largest region lifetime: 33
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=33
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1653
Maximum occupied tiles: 15
Seat events: 111
Single-blocker events: 23
Multiple-blocker events: 10
Temporary aisle reoccupations: 48

RIGHT AISLE
-----------
Total moves: 1511
Maximum occupied tiles: 11
Seat events: 105
Single-blocker events: 27
Multiple-blocker events: 4
Temporary aisle reoccupations: 36

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 117
Reservations granted: 114
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3806
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4946
Total stationary ticks: 78953
Seat-event requests: 222
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 568
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 568
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 225\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:26
Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 2
Scenario seed: 2182383722134259186

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.46%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 803
Passengers seated: 216/216
Average waiting ticks: 379.22
Longest waiting passenger: P192->5C(LEFT)
Longest waiting ticks: 788

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1653
Maximum occupied tiles: 16
Seat events: 111
Single-blocker events: 23
Multiple-blocker events: 11
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1511
Maximum occupied tiles: 15
Seat events: 105
Single-blocker events: 27
Multiple-blocker events: 3
Temporary aisle reoccupations: 34

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 117
Reservations granted: 111
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5962
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6498
Total stationary ticks: 87050
Seat-event requests: 220
Failed seat-event starts: 4

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 273
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 3
Rear-boundary failures: 1
Middle-bank reservation failures: 6
Active-event deferrals: 273
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 227\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 02 | standardDataset=216/216 (100.00%) | localCompletionGateDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | localCompletionGateWorse=false | standardFamily=COMPLETE_CABIN | localCompletionGateFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:26
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 3
Scenario seed: -1064509833421198483

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 60.46%
Aisle-assignment balance: 90.85%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1221
Passengers seated: 306/306
Average waiting ticks: 527.75
Longest waiting passenger: P261->32E(LEFT)
Longest waiting ticks: 1159

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:tiles19-21:occupied=3:anchor=P59:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 9
Regions dissolved: 1
Repeated reconstructions avoided: 9
Largest region lifetime: 10
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=10
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2940
Maximum occupied tiles: 13
Seat events: 167
Single-blocker events: 44
Multiple-blocker events: 18
Temporary aisle reoccupations: 83

RIGHT AISLE
-----------
Total moves: 2427
Maximum occupied tiles: 14
Seat events: 139
Single-blocker events: 36
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 123
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6313
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8018
Total stationary ticks: 166969
Seat-event requests: 316
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 875
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 875
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 318\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:26
Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 3
Scenario seed: -1064509833421198483

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 60.46%
Aisle-assignment balance: 90.85%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1193
Passengers seated: 306/306
Average waiting ticks: 565.18
Longest waiting passenger: P205->3F(LEFT)
Longest waiting ticks: 1183

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=12
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2940
Maximum occupied tiles: 18
Seat events: 167
Single-blocker events: 45
Multiple-blocker events: 19
Temporary aisle reoccupations: 86

RIGHT AISLE
-----------
Total moves: 2427
Maximum occupied tiles: 15
Seat events: 139
Single-blocker events: 35
Multiple-blocker events: 9
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 121
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 10129
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 10862
Total stationary ticks: 181809
Seat-event requests: 311
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 421
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 421
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 318\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 8\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 03 | standardDataset=306/306 (100.00%) | localCompletionGateDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | localCompletionGateWorse=false | standardFamily=COMPLETE_CABIN | localCompletionGateFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 4
Scenario seed: 7274058025060234938

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 75.88%
Aisle-assignment balance: 93.86%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2365
Passengers seated: 226/228
Average waiting ticks: 398.28
Longest waiting passenger: P227->28F(LEFT)
Longest waiting ticks: 2283

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1789
Maximum occupied tiles: 14
Seat events: 119
Single-blocker events: 33
Multiple-blocker events: 12
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 1509
Maximum occupied tiles: 10
Seat events: 107
Single-blocker events: 23
Multiple-blocker events: 10
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1622
Reservations granted: 1622
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4118
Longest unresolved passenger ID: 146
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 1
Longest dependency chain: P146(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 146
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8146
Total stationary ticks: 94195
Seat-event requests: 1739
Failed seat-event starts: 1513

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 146
Critical blocker identity: P146->30F(LEFT)
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 1
Critical tree depth: 1
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P146(30F/LEFT/WAITING_FOR_SEAT_EVENT)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1513
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 538
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 31|32|33
Current unavailable yield tiles: 31|32|33
Current yield-tile occupants: -1|-1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1739\nPrecedence substitutions made: 2\nDependency chains followed: 1509\nBlocked by waiting-row occupant: 1509\nSubstituted events started: 2\nOccupied-space rejections: 1514\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:27
Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 4
Scenario seed: 7274058025060234938

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 75.88%
Aisle-assignment balance: 93.86%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 1827
Passengers seated: 66/228
Average waiting ticks: 1258.53
Longest waiting passenger: P0->15A(LEFT)
Longest waiting ticks: 1827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 10
Cluster candidates evaluated: 11
Executable cluster candidates: 0
Rejected cluster candidates: 11
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 10
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1711
Regions dissolved: 0
Repeated reconstructions avoided: 1711
Largest region lifetime: 1712
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1712:occupied=10
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1613
State changes reopening evaluation: 9
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1079
Maximum occupied tiles: 16
Seat events: 38
Single-blocker events: 11
Multiple-blocker events: 2
Temporary aisle reoccupations: 15

RIGHT AISLE
-----------
Total moves: 908
Maximum occupied tiles: 17
Seat events: 28
Single-blocker events: 6
Multiple-blocker events: 0
Temporary aisle reoccupations: 6

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 1499

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 144
Remaining moving in aisle: 10
Remaining waiting at row: 8
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 15889
Longest unresolved passenger ID: 0
Longest unresolved row: 15
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P29(20B/LEFT) -> P45(21D/LEFT) -> P66(24D/LEFT) -> P226(24C/LEFT) -> P129(21F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 29
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 31357
Total stationary ticks: 305331
Seat-event requests: 1755
Failed seat-event starts: 1689

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 14
Critical blocker identity: P14->30C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 8
Terminal WAITING_FOR_SEAT_EVENT nodes: 8
Unresolved internal passengers: 18
Unresolved outside passengers: 144
Unresolved internal passengers outside critical tree: 13
Critical blocker tree:
P14(30C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P5(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P209(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P119(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P152(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1583
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31|32
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 3
Yield-tile occupied failures: 1583
Rear-boundary failures: 106
Middle-bank reservation failures: 0
Active-event deferrals: 286
Simultaneous arbitration losses: 1499

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31|32
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 6
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3254\nPrecedence substitutions made: 0\nDependency chains followed: 66\nBlocked by waiting-row occupant: 66\nSubstituted events started: 1\nOccupied-space rejections: 3121\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 04 | standardDataset=226/228 (99.12%) | localCompletionGateDataset=66/228 (28.95%) | seatedDelta=-160 | completionDelta=-70.18% | outsideDelta=+144 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | localCompletionGateWorse=true | standardFamily=REAR_BOUNDARY_LOCK | localCompletionGateFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 5
Scenario seed: -6917015326788615388

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.43%
Blocker-prone seat share (topology component): 65.71%
Aisle-assignment balance: 94.69%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2418
Passengers seated: 239/245
Average waiting ticks: 410.04
Longest waiting passenger: P89->32A(LEFT)
Longest waiting ticks: 2351

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 3
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 6
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1803
Regions dissolved: 0
Repeated reconstructions avoided: 1803
Largest region lifetime: 1804
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1804:occupied=6
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1677
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 14
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 10
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 2014
Maximum occupied tiles: 12
Seat events: 129
Single-blocker events: 29
Multiple-blocker events: 9
Temporary aisle reoccupations: 47

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 84
Reservations granted: 84
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 5
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 9039
Longest unresolved passenger ID: 50
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 6
Longest dependency chain: P153(29A/LEFT) -> P175(30B/LEFT) -> P210(30C/LEFT) -> P107(32E/LEFT) -> P50(32D/LEFT) -> P89(32A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 153
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 5
Total blocked ticks: 15892
Total stationary ticks: 112835
Seat-event requests: 1931
Failed seat-event starts: 1692

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 89
Critical blocker identity: P89->32A(LEFT)
Direct fan-out: 1
Total indirect descendants: 5
Critical tree size including blocker: 6
Critical tree depth: 6
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P89(32A/LEFT/WAITING_FOR_SEAT_EVENT)
  P50(32D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P107(32E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P210(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P175(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P153(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1687
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 1
Critical blocker required yield tiles: 33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 1687
Middle-bank reservation failures: 0
Active-event deferrals: 579
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1931\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:27
Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 5
Scenario seed: -6917015326788615388

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Row-zone concentration (diagnostic control): 31.43%
Blocker-prone seat share (topology component): 65.71%
Aisle-assignment balance: 94.69%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2415
Passengers seated: 241/245
Average waiting ticks: 473.46
Longest waiting passenger: P141->29E(RIGHT)
Longest waiting ticks: 2336

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 3
Executable cluster candidates: 0
Rejected cluster candidates: 3
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2239
Regions dissolved: 0
Repeated reconstructions avoided: 2239
Largest region lifetime: 2240
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2240:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1704
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1785
Maximum occupied tiles: 15
Seat events: 116
Single-blocker events: 34
Multiple-blocker events: 10
Temporary aisle reoccupations: 54

RIGHT AISLE
-----------
Total moves: 2014
Maximum occupied tiles: 18
Seat events: 125
Single-blocker events: 27
Multiple-blocker events: 8
Temporary aisle reoccupations: 43

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1793
Reservations granted: 1790
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 9337
Longest unresolved passenger ID: 204
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 1
Longest dependency chain: P86(31D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 86
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 16476
Total stationary ticks: 121981
Seat-event requests: 1953
Failed seat-event starts: 1712

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 86
Critical blocker identity: P86->31D(RIGHT)
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 1
Critical tree depth: 1
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 4
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P86(31D/RIGHT/WAITING_FOR_SEAT_EVENT)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 2010
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 32|33
Critical blocker yield-tile occupants: 204|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 3
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1710
Rear-boundary failures: 2
Middle-bank reservation failures: 3
Active-event deferrals: 2010
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[204]: P204(32H/RIGHT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P204->32H(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: P204{seat=32H,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=32,directBlocker=-1,lastMoveTick=166,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 32|33
Current yield-tile occupants: 204|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1956\nPrecedence substitutions made: 4\nDependency chains followed: 1714\nBlocked by waiting-row occupant: 5131\nSubstituted events started: 5\nOccupied-space rejections: 12188\nMaximum scheduling-chain depth: 4\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 05 | standardDataset=239/245 (97.55%) | localCompletionGateDataset=241/245 (98.37%) | seatedDelta=+2 | completionDelta=+0.82% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | localCompletionGateWorse=false | standardFamily=REAR_BOUNDARY_LOCK | localCompletionGateFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 6
Scenario seed: -6052676718379281108

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.09%
Blocker-prone seat share (topology component): 61.42%
Aisle-assignment balance: 98.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1176
Passengers seated: 324/324
Average waiting ticks: 531.73
Longest waiting passenger: P170->33I(RIGHT)
Longest waiting ticks: 1101

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=2:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 32
Regions dissolved: 2
Repeated reconstructions avoided: 32
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2704
Maximum occupied tiles: 15
Seat events: 159
Single-blocker events: 38
Multiple-blocker events: 16
Temporary aisle reoccupations: 75

RIGHT AISLE
-----------
Total moves: 2998
Maximum occupied tiles: 16
Seat events: 165
Single-blocker events: 54
Multiple-blocker events: 18
Temporary aisle reoccupations: 93

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 145
Reservations granted: 142
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7449
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9042
Total stationary ticks: 178799
Seat-event requests: 340
Failed seat-event starts: 16

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 755
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 16
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 755
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 343\nPrecedence substitutions made: 9\nDependency chains followed: 11\nBlocked by waiting-row occupant: 11\nSubstituted events started: 10\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:27
Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 6
Scenario seed: -6052676718379281108

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Row-zone concentration (diagnostic control): 28.09%
Blocker-prone seat share (topology component): 61.42%
Aisle-assignment balance: 98.15%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 1945
Passengers seated: 84/324
Average waiting ticks: 1309.00
Longest waiting passenger: P0->4A(LEFT)
Longest waiting ticks: 1945

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 30
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 31
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 3441
Regions dissolved: 0
Repeated reconstructions avoided: 3441
Largest region lifetime: 1742
Maximum simultaneous active regions: 2
Regions active at termination: 2
Last lifecycle event: TRACK:R1:age=1742:localMembers=3
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1664
State changes reopening evaluation: 29
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1627
Maximum occupied tiles: 19
Seat events: 56
Single-blocker events: 14
Multiple-blocker events: 7
Temporary aisle reoccupations: 28

RIGHT AISLE
-----------
Total moves: 1438
Maximum occupied tiles: 34
Seat events: 28
Single-blocker events: 9
Multiple-blocker events: 0
Temporary aisle reoccupations: 9

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1763
Reservations granted: 1763
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 206
Remaining moving in aisle: 31
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 52246
Longest unresolved passenger ID: 0
Longest unresolved row: 4
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 31
Longest dependency chain: P146(29I/RIGHT) -> P276(24H/RIGHT) -> P195(27H/RIGHT) -> P48(27I/RIGHT) -> P71(26H/RIGHT) -> P216(30H/RIGHT) -> P76(24D/RIGHT) -> P124(27G/RIGHT) -> P255(25I/RIGHT) -> P21(25H/RIGHT) -> P82(29D/RIGHT) -> P43(28H/RIGHT) -> P223(24J/RIGHT) -> P133(24I/RIGHT) -> P206(28I/RIGHT) -> P270(25D/RIGHT) -> P259(27F/RIGHT) -> P97(30I/RIGHT) -> P131(27J/RIGHT) -> P323(28J/RIGHT) -> P182(24E/RIGHT) -> P4(26F/RIGHT) -> P113(25F/RIGHT) -> P162(30G/RIGHT) -> P110(30F/RIGHT) -> P271(28E/RIGHT) -> P104(28F/RIGHT) -> P148(29J/RIGHT) -> P103(30E/RIGHT) -> P170(33I/RIGHT) -> P119(31D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 146
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 31
Total blocked ticks: 62251
Total stationary ticks: 480585
Seat-event requests: 1815
Failed seat-event starts: 1731

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 119
Critical blocker identity: P119->31D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 30
Critical tree size including blocker: 31
Critical tree depth: 31
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 34
Unresolved outside passengers: 206
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P119(31D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P170(33I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P103(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P148(29J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P104(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P271(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P110(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P162(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P113(25F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P4(26F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P182(24E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P323(28J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P131(27J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P97(30I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P259(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P270(25D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P206(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P133(24I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P223(24J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P43(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P82(29D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P21(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P255(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P124(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P76(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P216(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P71(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P48(27I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P195(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                          P276(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                            P146(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1729
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 32|33|34
Critical blocker unavailable yield tiles: 34
Critical blocker yield-tile occupants: 122
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1729
Rear-boundary failures: 2
Middle-bank reservation failures: 0
Active-event deferrals: 160
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[122]: P122(36H/RIGHT/MOVING_IN_AISLE@tile34) -> P95(35F/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P95->35F(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P122{seat=36H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=34,directBlocker=95,lastMoveTick=199,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 32|33|34
Current unavailable yield tiles: 34
Current yield-tile occupants: 122
Final row-event chain: 119|122|95
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 1\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 1\nOccupied-space rejections: 1730\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 06 | standardDataset=324/324 (100.00%) | localCompletionGateDataset=84/324 (25.93%) | seatedDelta=-240 | completionDelta=-74.07% | outsideDelta=+206 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | localCompletionGateWorse=true | standardFamily=COMPLETE_CABIN | localCompletionGateFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 7
Scenario seed: -4884639050347842300

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 67.15%
Aisle-assignment balance: 95.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1030
Passengers seated: 274/274
Average waiting ticks: 463.15
Longest waiting passenger: P183->19E(RIGHT)
Longest waiting ticks: 980

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles21-23:occupied=3:anchor=P164:selected=P134:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2017
Maximum occupied tiles: 14
Seat events: 131
Single-blocker events: 38
Multiple-blocker events: 12
Temporary aisle reoccupations: 62

RIGHT AISLE
-----------
Total moves: 2235
Maximum occupied tiles: 10
Seat events: 143
Single-blocker events: 48
Multiple-blocker events: 14
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 98
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4791
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5929
Total stationary ticks: 130757
Seat-event requests: 286
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 595
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 595
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 285\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:27
Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 7
Scenario seed: -4884639050347842300

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 67.15%
Aisle-assignment balance: 95.62%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 1673
Passengers seated: 36/274
Average waiting ticks: 1387.86
Longest waiting passenger: P0->10C(LEFT)
Longest waiting ticks: 1673

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 8
Cluster candidates evaluated: 2
Executable cluster candidates: 0
Rejected cluster candidates: 2
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 9
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 3016
Regions dissolved: 0
Repeated reconstructions avoided: 3016
Largest region lifetime: 1522
Maximum simultaneous active regions: 2
Regions active at termination: 2
Last lifecycle event: UPDATE:R2:age=1496:occupied=9
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1508
State changes reopening evaluation: 6
Region priority competitions: 1493
Regions ranked: 2986
Hierarchical selections: 1493
Lower-priority evaluations deferred: 1492
Highest selected priority score: 10010
Left/right priority wins: 3/1490
Priority ties: 0
Last priority decision: LEFT:R1:score=6710 | RIGHT:R2:score=10010 | selected=RIGHT

LEFT AISLE
----------
Total moves: 643
Maximum occupied tiles: 15
Seat events: 17
Single-blocker events: 5
Multiple-blocker events: 1
Temporary aisle reoccupations: 7

RIGHT AISLE
-----------
Total moves: 777
Maximum occupied tiles: 17
Seat events: 19
Single-blocker events: 3
Multiple-blocker events: 2
Temporary aisle reoccupations: 7

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 14
Reservations granted: 14
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 223
Remaining moving in aisle: 12
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 18066
Longest unresolved passenger ID: 0
Longest unresolved row: 10
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 6
Longest dependency chain: P267(30A/LEFT) -> P202(29A/LEFT) -> P214(29C/LEFT) -> P157(30B/LEFT) -> P99(32C/LEFT) -> P89(31A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 267
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 12
Total blocked ticks: 24619
Total stationary ticks: 400153
Seat-event requests: 3055
Failed seat-event starts: 3019

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 89
Critical blocker identity: P89->31A(LEFT)
Direct fan-out: 1
Total indirect descendants: 5
Critical tree size including blocker: 6
Critical tree depth: 6
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 15
Unresolved outside passengers: 223
Unresolved internal passengers outside critical tree: 9
Critical blocker tree:
P89(31A/LEFT/WAITING_FOR_SEAT_EVENT)
  P99(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P157(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P214(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P202(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P267(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1493
Rear-boundary failures: 1526
Middle-bank reservation failures: 0
Active-event deferrals: 47
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3055\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 1494\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 07 | standardDataset=274/274 (100.00%) | localCompletionGateDataset=36/274 (13.14%) | seatedDelta=-238 | completionDelta=-86.86% | outsideDelta=+223 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | localCompletionGateWorse=true | standardFamily=COMPLETE_CABIN | localCompletionGateFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 8
Scenario seed: 5987859498965562411

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.77%
Blocker-prone seat share (topology component): 76.56%
Aisle-assignment balance: 93.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 722
Passengers seated: 192/192
Average waiting ticks: 309.84
Longest waiting passenger: P6->4H(RIGHT)
Longest waiting ticks: 667

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1286
Maximum occupied tiles: 12
Seat events: 90
Single-blocker events: 17
Multiple-blocker events: 6
Temporary aisle reoccupations: 30

RIGHT AISLE
-----------
Total moves: 1496
Maximum occupied tiles: 11
Seat events: 102
Single-blocker events: 22
Multiple-blocker events: 7
Temporary aisle reoccupations: 37

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 99
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3347
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4372
Total stationary ticks: 62355
Seat-event requests: 198
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 512
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 198\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:27
Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 8
Scenario seed: 5987859498965562411

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Row-zone concentration (diagnostic control): 31.77%
Blocker-prone seat share (topology component): 76.56%
Aisle-assignment balance: 93.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 753
Passengers seated: 192/192
Average waiting ticks: 357.36
Longest waiting passenger: P6->4H(RIGHT)
Longest waiting ticks: 743

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1286
Maximum occupied tiles: 14
Seat events: 90
Single-blocker events: 19
Multiple-blocker events: 5
Temporary aisle reoccupations: 31

RIGHT AISLE
-----------
Total moves: 1496
Maximum occupied tiles: 15
Seat events: 102
Single-blocker events: 21
Multiple-blocker events: 7
Temporary aisle reoccupations: 36

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 108
Reservations granted: 93
Reservations denied/waited: 15
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5101
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5593
Total stationary ticks: 73015
Seat-event requests: 193
Failed seat-event starts: 1

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 233
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1
Rear-boundary failures: 0
Middle-bank reservation failures: 15
Active-event deferrals: 233
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 209\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 2\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 08 | standardDataset=192/192 (100.00%) | localCompletionGateDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | localCompletionGateWorse=false | standardFamily=COMPLETE_CABIN | localCompletionGateFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 9
Scenario seed: 7140648722707885309

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.26%
Blocker-prone seat share (topology component): 73.15%
Aisle-assignment balance: 95.37%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 808
Passengers seated: 216/216
Average waiting ticks: 349.20
Longest waiting passenger: P151->29F(LEFT)
Longest waiting ticks: 737

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 51
Regions dissolved: 2
Repeated reconstructions avoided: 51
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1614
Maximum occupied tiles: 12
Seat events: 113
Single-blocker events: 26
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1539
Maximum occupied tiles: 12
Seat events: 103
Single-blocker events: 22
Multiple-blocker events: 9
Temporary aisle reoccupations: 42

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 119
Reservations granted: 119
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4087
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5106
Total stationary ticks: 78919
Seat-event requests: 224
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 487
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 487
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 224\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:27
Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 9
Scenario seed: 7140648722707885309

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Row-zone concentration (diagnostic control): 34.26%
Blocker-prone seat share (topology component): 73.15%
Aisle-assignment balance: 95.37%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2318
Passengers seated: 212/216
Average waiting ticks: 397.45
Longest waiting passenger: P195->29D(LEFT)
Longest waiting ticks: 2235

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 7
Cluster candidates evaluated: 7
Executable cluster candidates: 0
Rejected cluster candidates: 7
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2198
Regions dissolved: 0
Repeated reconstructions avoided: 2198
Largest region lifetime: 2199
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2199:occupied=4
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1696
State changes reopening evaluation: 6
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1610
Maximum occupied tiles: 18
Seat events: 109
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1539
Maximum occupied tiles: 16
Seat events: 103
Single-blocker events: 22
Multiple-blocker events: 7
Temporary aisle reoccupations: 40

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1839
Reservations granted: 1821
Reservations denied/waited: 18
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5842
Longest unresolved passenger ID: 181
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P151(29F/LEFT) -> P181(30B/LEFT) -> P195(29D/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 151
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 15295
Total stationary ticks: 95352
Seat-event requests: 1926
Failed seat-event starts: 1714

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 195
Critical blocker identity: P195->29D(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 4
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P195(29D/LEFT/WAITING_FOR_SEAT_EVENT)
  P181(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P151(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1713
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 103
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1713
Rear-boundary failures: 1
Middle-bank reservation failures: 18
Active-event deferrals: 1073
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[103]: P103(30E/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P103->30E(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P103{seat=30E,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=104,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 30
Current unavailable yield tiles: 30
Current yield-tile occupants: 103
Final row-event chain: 195|103
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1945\nPrecedence substitutions made: 3\nDependency chains followed: 1715\nBlocked by waiting-row occupant: 1715\nSubstituted events started: 4\nOccupied-space rejections: 1718\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 09 | standardDataset=216/216 (100.00%) | localCompletionGateDataset=212/216 (98.15%) | seatedDelta=-4 | completionDelta=-1.85% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | localCompletionGateWorse=true | standardFamily=COMPLETE_CABIN | localCompletionGateFamily=LINKED_ROW_EVENT_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 10
Scenario seed: -4639142616902254495

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.81%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 97.92%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 697
Passengers seated: 192/192
Average waiting ticks: 306.85
Longest waiting passenger: P149->22C(LEFT)
Longest waiting ticks: 639

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 6
Last cluster decision: LEFT:tiles17-20:occupied=3:anchor=P130:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 20
Regions dissolved: 2
Repeated reconstructions avoided: 20
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1445
Maximum occupied tiles: 11
Seat events: 98
Single-blocker events: 25
Multiple-blocker events: 13
Temporary aisle reoccupations: 52

RIGHT AISLE
-----------
Total moves: 1338
Maximum occupied tiles: 11
Seat events: 94
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 108
Reservations granted: 106
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3566
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4804
Total stationary ticks: 62094
Seat-event requests: 208
Failed seat-event starts: 16

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 534
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 16
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 534
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 209\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:27
Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 10
Scenario seed: -4639142616902254495

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Row-zone concentration (diagnostic control): 32.81%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 97.92%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 720
Passengers seated: 192/192
Average waiting ticks: 343.70
Longest waiting passenger: P133->5B(LEFT)
Longest waiting ticks: 709

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 38
Regions dissolved: 2
Repeated reconstructions avoided: 38
Largest region lifetime: 31
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=9
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1445
Maximum occupied tiles: 17
Seat events: 98
Single-blocker events: 25
Multiple-blocker events: 16
Temporary aisle reoccupations: 58

RIGHT AISLE
-----------
Total moves: 1338
Maximum occupied tiles: 15
Seat events: 94
Single-blocker events: 28
Multiple-blocker events: 6
Temporary aisle reoccupations: 43

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 143
Reservations granted: 130
Reservations denied/waited: 13
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5072
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5702
Total stationary ticks: 70366
Seat-event requests: 223
Failed seat-event starts: 31

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 241
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 31
Rear-boundary failures: 0
Middle-bank reservation failures: 13
Active-event deferrals: 241
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 236\nPrecedence substitutions made: 2\nDependency chains followed: 30\nBlocked by waiting-row occupant: 30\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 10 | standardDataset=192/192 (100.00%) | localCompletionGateDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | localCompletionGateWorse=false | standardFamily=COMPLETE_CABIN | localCompletionGateFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 11
Scenario seed: 9123245050518735552

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 92.20%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2494
Passengers seated: 270/282
Average waiting ticks: 473.64
Longest waiting passenger: P24->24I(RIGHT)
Longest waiting ticks: 2455

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 12
Cluster candidates evaluated: 8
Executable cluster candidates: 1
Rejected cluster candidates: 7
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 12
Selected release potential total: 7
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1699
Regions dissolved: 1
Repeated reconstructions avoided: 1699
Largest region lifetime: 1651
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1651:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1535
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2077
Maximum occupied tiles: 13
Seat events: 130
Single-blocker events: 42
Multiple-blocker events: 16
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 2286
Maximum occupied tiles: 17
Seat events: 140
Single-blocker events: 40
Multiple-blocker events: 13
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 144
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16374
Longest unresolved passenger ID: 102
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 7
Longest dependency chain: P124(27G/RIGHT) -> P77(32I/RIGHT) -> P133(29G/RIGHT) -> P79(31G/RIGHT) -> P11(31I/RIGHT) -> P102(32E/RIGHT) -> P36(31D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 124
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 25823
Total stationary ticks: 153991
Seat-event requests: 1843
Failed seat-event starts: 1573

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 36
Critical blocker identity: P36->31D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 6
Critical tree size including blocker: 7
Critical tree depth: 7
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P36(31D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P102(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P11(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P79(31G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P133(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P77(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P124(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1520
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1520
Rear-boundary failures: 53
Middle-bank reservation failures: 5
Active-event deferrals: 804
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1847\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 1525\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:27
Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 11
Scenario seed: 9123245050518735552

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 92.20%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1081
Passengers seated: 282/282
Average waiting ticks: 497.79
Longest waiting passenger: P106->3E(RIGHT)
Longest waiting ticks: 1071

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2077
Maximum occupied tiles: 16
Seat events: 130
Single-blocker events: 41
Multiple-blocker events: 17
Temporary aisle reoccupations: 75

RIGHT AISLE
-----------
Total moves: 2332
Maximum occupied tiles: 16
Seat events: 152
Single-blocker events: 43
Multiple-blocker events: 16
Temporary aisle reoccupations: 75

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 97
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8828
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9565
Total stationary ticks: 148045
Seat-event requests: 289
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 401
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 401
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 11 | standardDataset=270/282 (95.74%) | localCompletionGateDataset=282/282 (100.00%) | seatedDelta=+12 | completionDelta=+4.26% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | localCompletionGateWorse=false | standardFamily=REAR_BOUNDARY_LOCK | localCompletionGateFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 12
Scenario seed: -1434714116839518672

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.74%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2303
Passengers seated: 225/235
Average waiting ticks: 409.68
Longest waiting passenger: P152->16G(RIGHT)
Longest waiting ticks: 2303

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 2
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 6
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1506
Regions dissolved: 0
Repeated reconstructions avoided: 1506
Largest region lifetime: 1507
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1507:occupied=6
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1498
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1538
Maximum occupied tiles: 13
Seat events: 111
Single-blocker events: 26
Multiple-blocker events: 11
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1747
Maximum occupied tiles: 12
Seat events: 114
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 47

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1620
Reservations granted: 1620
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 1
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 9530
Longest unresolved passenger ID: 152
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 6
Longest dependency chain: P133(17E/RIGHT) -> P153(17G/RIGHT) -> P205(24C/RIGHT) -> P9(19H/RIGHT) -> P76(26E/RIGHT) -> P67(6C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 133
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 18945
Total stationary ticks: 109018
Seat-event requests: 1734
Failed seat-event starts: 1509

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 67
Critical blocker identity: P67->6C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 5
Critical tree size including blocker: 6
Critical tree depth: 6
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 1
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P67(6C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P76(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P9(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P205(24C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P153(17G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P133(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1509
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 7|8|9
Critical blocker unavailable yield tiles: 9
Critical blocker yield-tile occupants: 204
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1509
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 513
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[204]: P204(25F/RIGHT/MOVING_IN_AISLE@tile9) -> P122(10C/RIGHT/WAITING_AT_ROW@tile10) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P122->10C(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P204{seat=25F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=9,directBlocker=122,lastMoveTick=791,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 7|8|9
Current unavailable yield tiles: 9
Current yield-tile occupants: 204
Final row-event chain: 67|204|122
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 1513\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:27
Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 12
Scenario seed: -1434714116839518672

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.74%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 1653
Passengers seated: 26/235
Average waiting ticks: 1403.10
Longest waiting passenger: P0->11D(LEFT)
Longest waiting ticks: 1653

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 11
Cluster candidates evaluated: 22
Executable cluster candidates: 0
Rejected cluster candidates: 22
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 13
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1563
Regions dissolved: 0
Repeated reconstructions avoided: 1563
Largest region lifetime: 1564
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1564:occupied=13
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1549
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 492
Maximum occupied tiles: 16
Seat events: 18
Single-blocker events: 3
Multiple-blocker events: 2
Temporary aisle reoccupations: 7

RIGHT AISLE
-----------
Total moves: 509
Maximum occupied tiles: 15
Seat events: 8
Single-blocker events: 1
Multiple-blocker events: 0
Temporary aisle reoccupations: 1

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1579
Reservations granted: 1579
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 196
Remaining moving in aisle: 10
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 15614
Longest unresolved passenger ID: 0
Longest unresolved row: 11
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 9
Longest dependency chain: P76(26E/RIGHT) -> P181(28E/RIGHT) -> P64(27F/RIGHT) -> P142(29H/RIGHT) -> P194(26G/RIGHT) -> P17(26H/RIGHT) -> P22(29C/RIGHT) -> P150(28G/RIGHT) -> P138(26D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 76
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 21558
Total stationary ticks: 346445
Seat-event requests: 1593
Failed seat-event starts: 1567

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 138
Critical blocker identity: P138->26D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 8
Critical tree size including blocker: 9
Critical tree depth: 9
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 13
Unresolved outside passengers: 196
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P138(26D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P150(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P22(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P17(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P194(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P142(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P64(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P181(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P76(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1562
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 27
Critical blocker unavailable yield tiles: 27
Critical blocker yield-tile occupants: 56
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 3
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1562
Rear-boundary failures: 5
Middle-bank reservation failures: 0
Active-event deferrals: 24
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[56]: P56(27H/RIGHT/WAITING_AT_ROW@tile27) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P56->27H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P56{seat=27H,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=27,directBlocker=-1,lastMoveTick=91,reason=WAITING_FOR_SEAT_EVENT,prerequisite=YIELD_TILE_OCCUPIED}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 27
Current unavailable yield tiles: 27
Current yield-tile occupants: 56
Final row-event chain: 138|56
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1593\nPrecedence substitutions made: 1\nDependency chains followed: 1562\nBlocked by waiting-row occupant: 1562\nSubstituted events started: 1\nOccupied-space rejections: 6257\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 12 | standardDataset=225/235 (95.74%) | localCompletionGateDataset=26/235 (11.06%) | seatedDelta=-199 | completionDelta=-84.68% | outsideDelta=+195 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | localCompletionGateWorse=true | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | localCompletionGateFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 13
Scenario seed: 7696226853648624445

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 59.65%
Aisle-assignment balance: 94.74%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1267
Passengers seated: 342/342
Average waiting ticks: 562.98
Longest waiting passenger: P1->23E(LEFT)
Longest waiting ticks: 1201

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 48
Regions dissolved: 3
Repeated reconstructions avoided: 48
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=23
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3204
Maximum occupied tiles: 14
Seat events: 180
Single-blocker events: 52
Multiple-blocker events: 25
Temporary aisle reoccupations: 106

RIGHT AISLE
-----------
Total moves: 2845
Maximum occupied tiles: 13
Seat events: 162
Single-blocker events: 41
Multiple-blocker events: 29
Temporary aisle reoccupations: 105

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 156
Reservations granted: 154
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7845
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9443
Total stationary ticks: 199282
Seat-event requests: 358
Failed seat-event starts: 16

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 766
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 16
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 766
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 360\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:27
Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 13
Scenario seed: 7696226853648624445

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 59.65%
Aisle-assignment balance: 94.74%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1271
Passengers seated: 342/342
Average waiting ticks: 599.44
Longest waiting passenger: P293->3B(LEFT)
Longest waiting ticks: 1261

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 7
Selected release potential total: 0
Last cluster decision: RIGHT:tiles7-14:occupied=7:anchor=P98:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 56
Regions dissolved: 2
Repeated reconstructions avoided: 56
Largest region lifetime: 45
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=45
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3204
Maximum occupied tiles: 19
Seat events: 180
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 111

RIGHT AISLE
-----------
Total moves: 2845
Maximum occupied tiles: 19
Seat events: 162
Single-blocker events: 39
Multiple-blocker events: 27
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 178
Reservations granted: 152
Reservations denied/waited: 26
Simultaneous opposite-aisle conflicts: 4

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 12725
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 13844
Total stationary ticks: 216466
Seat-event requests: 354
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 471
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 1
Middle-bank reservation failures: 26
Active-event deferrals: 471
Simultaneous arbitration losses: 4

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 10\nDependency chains followed: 10\nBlocked by waiting-row occupant: 10\nSubstituted events started: 12\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 13 | standardDataset=342/342 (100.00%) | localCompletionGateDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | localCompletionGateWorse=false | standardFamily=COMPLETE_CABIN | localCompletionGateFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 14
Scenario seed: 287374858204591444

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.82%
Blocker-prone seat share (topology component): 67.57%
Aisle-assignment balance: 96.53%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 954
Passengers seated: 259/259
Average waiting ticks: 431.82
Longest waiting passenger: P123->9C(LEFT)
Longest waiting ticks: 913

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2026
Maximum occupied tiles: 10
Seat events: 134
Single-blocker events: 29
Multiple-blocker events: 19
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2033
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 34
Multiple-blocker events: 8
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 89
Reservations granted: 86
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4974
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5984
Total stationary ticks: 115920
Seat-event requests: 265
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 547
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 547
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 268\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:27
Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 14
Scenario seed: 287374858204591444

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Row-zone concentration (diagnostic control): 32.82%
Blocker-prone seat share (topology component): 67.57%
Aisle-assignment balance: 96.53%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 1878
Passengers seated: 72/259
Average waiting ticks: 1226.28
Longest waiting passenger: P0->8E(RIGHT)
Longest waiting ticks: 1878

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 35
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 26
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1740
Regions dissolved: 0
Repeated reconstructions avoided: 1740
Largest region lifetime: 1741
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1741:occupied=26
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1642
State changes reopening evaluation: 34
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1184
Maximum occupied tiles: 18
Seat events: 46
Single-blocker events: 10
Multiple-blocker events: 8
Temporary aisle reoccupations: 26

RIGHT AISLE
-----------
Total moves: 1161
Maximum occupied tiles: 26
Seat events: 26
Single-blocker events: 5
Multiple-blocker events: 0
Temporary aisle reoccupations: 5

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1708
Reservations granted: 1705
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 161
Remaining moving in aisle: 25
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 40973
Longest unresolved passenger ID: 0
Longest unresolved row: 8
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 26
Longest dependency chain: P48(25I/RIGHT) -> P95(22H/RIGHT) -> P22(23F/RIGHT) -> P178(24G/RIGHT) -> P212(21H/RIGHT) -> P218(26I/RIGHT) -> P143(21F/RIGHT) -> P105(25G/RIGHT) -> P21(26F/RIGHT) -> P249(24I/RIGHT) -> P181(21D/RIGHT) -> P129(23H/RIGHT) -> P16(23D/RIGHT) -> P139(22D/RIGHT) -> P112(26G/RIGHT) -> P247(24H/RIGHT) -> P124(25D/RIGHT) -> P136(26D/RIGHT) -> P168(26H/RIGHT) -> P227(27H/RIGHT) -> P238(29H/RIGHT) -> P34(30G/RIGHT) -> P219(32H/RIGHT) -> P137(31I/RIGHT) -> P98(32I/RIGHT) -> P111(32D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 48
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 25
Total blocked ticks: 46064
Total stationary ticks: 361515
Seat-event requests: 1755
Failed seat-event starts: 1683

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->32D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 25
Critical tree size including blocker: 26
Critical tree depth: 26
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 26
Unresolved outside passengers: 161
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P111(32D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P98(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P137(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P219(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P34(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P238(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P227(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P168(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P136(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P124(25D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P247(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P112(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P139(22D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P16(23D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P129(23H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P181(21D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P249(24I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P21(26F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P105(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P143(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P218(26I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P212(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P178(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P22(23F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P95(22H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P48(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1682
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 33|34
Critical blocker unavailable yield tiles: 33|34
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1
Rear-boundary failures: 1682
Middle-bank reservation failures: 3
Active-event deferrals: 97
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 33|34
Current unavailable yield tiles: 33|34
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1758\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 1\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 14 | standardDataset=259/259 (100.00%) | localCompletionGateDataset=72/259 (27.80%) | seatedDelta=-187 | completionDelta=-72.20% | outsideDelta=+161 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | localCompletionGateWorse=true | standardFamily=COMPLETE_CABIN | localCompletionGateFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 15
Scenario seed: -3331492774947506373

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.09%
Blocker-prone seat share (topology component): 59.57%
Aisle-assignment balance: 97.53%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1183
Passengers seated: 324/324
Average waiting ticks: 542.25
Longest waiting passenger: P132->4E(LEFT)
Longest waiting ticks: 1114

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 4
Cluster candidates evaluated: 3
Executable cluster candidates: 1
Rejected cluster candidates: 2
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 84
Regions dissolved: 3
Repeated reconstructions avoided: 84
Largest region lifetime: 40
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=28
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2764
Maximum occupied tiles: 14
Seat events: 166
Single-blocker events: 52
Multiple-blocker events: 23
Temporary aisle reoccupations: 100

RIGHT AISLE
-----------
Total moves: 2817
Maximum occupied tiles: 15
Seat events: 158
Single-blocker events: 37
Multiple-blocker events: 29
Temporary aisle reoccupations: 102

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 151
Reservations granted: 148
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6380
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8094
Total stationary ticks: 180963
Seat-event requests: 350
Failed seat-event starts: 26

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 915
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 25
Rear-boundary failures: 1
Middle-bank reservation failures: 3
Active-event deferrals: 915
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 352\nPrecedence substitutions made: 3\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 4\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:27
Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 15
Scenario seed: -3331492774947506373

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Row-zone concentration (diagnostic control): 28.09%
Blocker-prone seat share (topology component): 59.57%
Aisle-assignment balance: 97.53%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 1956
Passengers seated: 84/324
Average waiting ticks: 1356.78
Longest waiting passenger: P5->10E(LEFT)
Longest waiting ticks: 1956

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 35
Cluster candidates evaluated: 70
Executable cluster candidates: 0
Rejected cluster candidates: 70
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 28
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1798
Regions dissolved: 0
Repeated reconstructions avoided: 1798
Largest region lifetime: 1799
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1799:occupied=28
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1706
State changes reopening evaluation: 34
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1385
Maximum occupied tiles: 28
Seat events: 27
Single-blocker events: 6
Multiple-blocker events: 1
Temporary aisle reoccupations: 8

RIGHT AISLE
-----------
Total moves: 1682
Maximum occupied tiles: 18
Seat events: 57
Single-blocker events: 13
Multiple-blocker events: 10
Temporary aisle reoccupations: 35

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 36
Reservations granted: 36
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 212
Remaining moving in aisle: 25
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 41177
Longest unresolved passenger ID: 5
Longest unresolved row: 10
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 26
Longest dependency chain: P281(30F/LEFT) -> P152(24C/LEFT) -> P110(27B/LEFT) -> P29(30C/LEFT) -> P71(25D/LEFT) -> P284(25G/LEFT) -> P138(24D/LEFT) -> P225(26B/LEFT) -> P99(29C/LEFT) -> P295(28F/LEFT) -> P89(29B/LEFT) -> P158(24G/LEFT) -> P94(24A/LEFT) -> P277(30A/LEFT) -> P55(30G/LEFT) -> P21(26A/LEFT) -> P134(28B/LEFT) -> P196(29A/LEFT) -> P23(29F/LEFT) -> P121(29E/LEFT) -> P113(30B/LEFT) -> P317(33F/LEFT) -> P201(33A/LEFT) -> P17(36E/LEFT) -> P165(35A/LEFT) -> P30(34B/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 281
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 25
Total blocked ticks: 51088
Total stationary ticks: 484781
Seat-event requests: 1832
Failed seat-event starts: 1748

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 30
Critical blocker identity: P30->34B(LEFT)
Direct fan-out: 1
Total indirect descendants: 25
Critical tree size including blocker: 26
Critical tree depth: 26
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 28
Unresolved outside passengers: 212
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P30(34B/LEFT/WAITING_FOR_SEAT_EVENT)
  P165(35A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P17(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P201(33A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P317(33F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P113(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P121(29E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P23(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P196(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P134(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P21(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P55(30G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P277(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P94(24A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P158(24G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P89(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P295(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P99(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P225(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P138(24D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P284(25G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P71(25D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P29(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P110(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                P152(24C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P281(30F/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1746
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 35
Critical blocker unavailable yield tiles: 35
Critical blocker yield-tile occupants: 232
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 3
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1746
Rear-boundary failures: 2
Middle-bank reservation failures: 0
Active-event deferrals: 194
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[232]: P232(35B/LEFT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P232->35B(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P232{seat=35B,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=155,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 35
Current unavailable yield tiles: 35
Current yield-tile occupants: 232
Final row-event chain: 30|232
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1833\nPrecedence substitutions made: 0\nDependency chains followed: 1745\nBlocked by waiting-row occupant: 3489\nSubstituted events started: 1\nOccupied-space rejections: 7025\nMaximum scheduling-chain depth: 3\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 15 | standardDataset=324/324 (100.00%) | localCompletionGateDataset=84/324 (25.93%) | seatedDelta=-240 | completionDelta=-74.07% | outsideDelta=+212 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | localCompletionGateWorse=true | standardFamily=COMPLETE_CABIN | localCompletionGateFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 16
Scenario seed: 8970029813061739148

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.38%
Blocker-prone seat share (topology component): 75.52%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 675
Passengers seated: 192/192
Average waiting ticks: 307.57
Longest waiting passenger: P181->4E(RIGHT)
Longest waiting ticks: 641

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 4
Regions dissolved: 1
Repeated reconstructions avoided: 4
Largest region lifetime: 5
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1381
Maximum occupied tiles: 14
Seat events: 96
Single-blocker events: 19
Multiple-blocker events: 5
Temporary aisle reoccupations: 32

RIGHT AISLE
-----------
Total moves: 1434
Maximum occupied tiles: 13
Seat events: 96
Single-blocker events: 24
Multiple-blocker events: 10
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 99
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3651
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4556
Total stationary ticks: 62139
Seat-event requests: 198
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 473
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 473
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 198\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:27
Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 16
Scenario seed: 8970029813061739148

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Row-zone concentration (diagnostic control): 34.38%
Blocker-prone seat share (topology component): 75.52%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 721
Passengers seated: 192/192
Average waiting ticks: 345.21
Longest waiting passenger: P41->1C(LEFT)
Longest waiting ticks: 719

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1381
Maximum occupied tiles: 14
Seat events: 96
Single-blocker events: 20
Multiple-blocker events: 6
Temporary aisle reoccupations: 35

RIGHT AISLE
-----------
Total moves: 1434
Maximum occupied tiles: 14
Seat events: 96
Single-blocker events: 27
Multiple-blocker events: 7
Temporary aisle reoccupations: 43

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 100
Reservations granted: 93
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5004
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5417
Total stationary ticks: 70532
Seat-event requests: 192
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 204
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 204
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 199\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 3\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 16 | standardDataset=192/192 (100.00%) | localCompletionGateDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | localCompletionGateWorse=false | standardFamily=COMPLETE_CABIN | localCompletionGateFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 17
Scenario seed: 3184604032099438634

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 74.56%
Aisle-assignment balance: 93.86%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 860
Passengers seated: 228/228
Average waiting ticks: 371.64
Longest waiting passenger: P46->28G(RIGHT)
Longest waiting ticks: 801

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 27
Regions dissolved: 1
Repeated reconstructions avoided: 27
Largest region lifetime: 28
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=28
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1552
Maximum occupied tiles: 13
Seat events: 107
Single-blocker events: 23
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1720
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 122
Reservations granted: 122
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4107
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5365
Total stationary ticks: 88256
Seat-event requests: 236
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 625
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 625
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 236\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:27
Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 17
Scenario seed: 3184604032099438634

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 74.56%
Aisle-assignment balance: 93.86%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 1941
Passengers seated: 93/228
Average waiting ticks: 1051.21
Longest waiting passenger: P0->5B(LEFT)
Longest waiting ticks: 1941

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 23
Cluster candidates evaluated: 22
Executable cluster candidates: 0
Rejected cluster candidates: 22
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 22
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 3440
Regions dissolved: 0
Repeated reconstructions avoided: 3440
Largest region lifetime: 1785
Maximum simultaneous active regions: 2
Regions active at termination: 2
Last lifecycle event: TRACK:R1:age=1785:localMembers=4
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1660
State changes reopening evaluation: 21
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1212
Maximum occupied tiles: 15
Seat events: 56
Single-blocker events: 14
Multiple-blocker events: 5
Temporary aisle reoccupations: 25

RIGHT AISLE
-----------
Total moves: 1208
Maximum occupied tiles: 26
Seat events: 37
Single-blocker events: 6
Multiple-blocker events: 1
Temporary aisle reoccupations: 8

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 92
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 109
Remaining moving in aisle: 22
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 35660
Longest unresolved passenger ID: 0
Longest unresolved row: 5
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 21
Longest dependency chain: P105(19F/RIGHT) -> P35(17E/RIGHT) -> P182(16F/RIGHT) -> P55(15H/RIGHT) -> P224(19G/RIGHT) -> P148(17D/RIGHT) -> P216(16H/RIGHT) -> P75(19D/RIGHT) -> P40(18G/RIGHT) -> P58(18H/RIGHT) -> P155(15D/RIGHT) -> P186(16G/RIGHT) -> P60(15C/RIGHT) -> P209(15E/RIGHT) -> P3(17G/RIGHT) -> P115(19C/RIGHT) -> P99(18F/RIGHT) -> P87(19H/RIGHT) -> P111(24F/RIGHT) -> P28(24E/RIGHT) -> P4(21H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 105
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 22
Total blocked ticks: 46398
Total stationary ticks: 278757
Seat-event requests: 1784
Failed seat-event starts: 1691

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 4
Critical blocker identity: P4->21H(RIGHT)
Direct fan-out: 1
Total indirect descendants: 20
Critical tree size including blocker: 21
Critical tree depth: 21
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 26
Unresolved outside passengers: 109
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P4(21H/RIGHT/WAITING_FOR_SEAT_EVENT)
  P28(24E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P111(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P87(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P99(18F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P115(19C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P3(17G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P209(15E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P60(15C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P186(16G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P155(15D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P58(18H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P40(18G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P75(19D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P216(16H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P148(17D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P224(19G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P55(15H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P182(16F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P35(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P105(19F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1648
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 22
Critical blocker unavailable yield tiles: 22
Critical blocker yield-tile occupants: 91
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 3
Yield-tile occupied failures: 1648
Rear-boundary failures: 43
Middle-bank reservation failures: 4
Active-event deferrals: 206
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[91]: P91(22C/RIGHT/WAITING_AT_ROW@tile22) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P91->22C(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P91{seat=22C,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=22,directBlocker=-1,lastMoveTick=282,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: 22
Current yield-tile occupants: 91
Final row-event chain: 4|91
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1788\nPrecedence substitutions made: 1\nDependency chains followed: 1645\nBlocked by waiting-row occupant: 3288\nSubstituted events started: 0\nOccupied-space rejections: 11537\nMaximum scheduling-chain depth: 3\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 17 | standardDataset=228/228 (100.00%) | localCompletionGateDataset=93/228 (40.79%) | seatedDelta=-135 | completionDelta=-59.21% | outsideDelta=+109 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | localCompletionGateWorse=true | standardFamily=COMPLETE_CABIN | localCompletionGateFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 18
Scenario seed: 3120322730829782475

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.43%
Blocker-prone seat share (topology component): 60.13%
Aisle-assignment balance: 94.77%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1156
Passengers seated: 306/306
Average waiting ticks: 513.90
Longest waiting passenger: P231->18H(RIGHT)
Longest waiting ticks: 1102

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2475
Maximum occupied tiles: 14
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 16
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2744
Maximum occupied tiles: 12
Seat events: 161
Single-blocker events: 42
Multiple-blocker events: 21
Temporary aisle reoccupations: 88

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 136
Reservations granted: 136
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6095
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7295
Total stationary ticks: 162230
Seat-event requests: 320
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 655
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 655
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 320\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:27
Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 18
Scenario seed: 3120322730829782475

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Row-zone concentration (diagnostic control): 28.43%
Blocker-prone seat share (topology component): 60.13%
Aisle-assignment balance: 94.77%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1167
Passengers seated: 306/306
Average waiting ticks: 556.53
Longest waiting passenger: P120->5G(RIGHT)
Longest waiting ticks: 1156

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 16
Regions dissolved: 1
Repeated reconstructions avoided: 16
Largest region lifetime: 17
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=17
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2475
Maximum occupied tiles: 16
Seat events: 145
Single-blocker events: 37
Multiple-blocker events: 16
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2744
Maximum occupied tiles: 16
Seat events: 161
Single-blocker events: 41
Multiple-blocker events: 22
Temporary aisle reoccupations: 90

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 143
Reservations granted: 131
Reservations denied/waited: 12
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 9628
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 10371
Total stationary ticks: 178648
Seat-event requests: 314
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 396
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 12
Active-event deferrals: 396
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 327\nPrecedence substitutions made: 10\nDependency chains followed: 14\nBlocked by waiting-row occupant: 14\nSubstituted events started: 13\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 18 | standardDataset=306/306 (100.00%) | localCompletionGateDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | localCompletionGateWorse=false | standardFamily=COMPLETE_CABIN | localCompletionGateFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 19
Scenario seed: -1051365898326392422

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.04%
Blocker-prone seat share (topology component): 65.65%
Aisle-assignment balance: 98.26%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 821
Passengers seated: 230/230
Average waiting ticks: 371.58
Longest waiting passenger: P130->6H(RIGHT)
Longest waiting ticks: 768

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1771
Maximum occupied tiles: 12
Seat events: 113
Single-blocker events: 13
Multiple-blocker events: 7
Temporary aisle reoccupations: 27

RIGHT AISLE
-----------
Total moves: 1764
Maximum occupied tiles: 13
Seat events: 117
Single-blocker events: 35
Multiple-blocker events: 8
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 92
Reservations granted: 84
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4657
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5790
Total stationary ticks: 89533
Seat-event requests: 235
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 544
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 544
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:27
Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 19
Scenario seed: -1051365898326392422

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Row-zone concentration (diagnostic control): 33.04%
Blocker-prone seat share (topology component): 65.65%
Aisle-assignment balance: 98.26%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 857
Passengers seated: 230/230
Average waiting ticks: 406.53
Longest waiting passenger: P133->5G(RIGHT)
Longest waiting ticks: 846

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1771
Maximum occupied tiles: 16
Seat events: 113
Single-blocker events: 13
Multiple-blocker events: 7
Temporary aisle reoccupations: 27

RIGHT AISLE
-----------
Total moves: 1764
Maximum occupied tiles: 17
Seat events: 117
Single-blocker events: 35
Multiple-blocker events: 8
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 86
Reservations granted: 84
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6543
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7106
Total stationary ticks: 99183
Seat-event requests: 233
Failed seat-event starts: 3

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 297
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 3
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 297
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 235\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 19 | standardDataset=230/230 (100.00%) | localCompletionGateDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | localCompletionGateWorse=false | standardFamily=COMPLETE_CABIN | localCompletionGateFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 20
Scenario seed: -1169396298556200010

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 29.80%
Blocker-prone seat share (topology component): 65.31%
Aisle-assignment balance: 96.33%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 906
Passengers seated: 245/245
Average waiting ticks: 398.45
Longest waiting passenger: P186->32E(RIGHT)
Longest waiting ticks: 847

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:tiles10-13:occupied=3:anchor=P242:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 13
Regions dissolved: 1
Repeated reconstructions avoided: 13
Largest region lifetime: 14
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=14
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1773
Maximum occupied tiles: 11
Seat events: 118
Single-blocker events: 31
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

RIGHT AISLE
-----------
Total moves: 1904
Maximum occupied tiles: 11
Seat events: 127
Single-blocker events: 32
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 89
Reservations granted: 89
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4534
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5456
Total stationary ticks: 101373
Seat-event requests: 255
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 435
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 435
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 254\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:27
Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 20
Scenario seed: -1169396298556200010

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Row-zone concentration (diagnostic control): 29.80%
Blocker-prone seat share (topology component): 65.31%
Aisle-assignment balance: 96.33%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2402
Passengers seated: 241/245
Average waiting ticks: 437.07
Longest waiting passenger: P79->31D(RIGHT)
Longest waiting ticks: 2301

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1772
Maximum occupied tiles: 17
Seat events: 116
Single-blocker events: 29
Multiple-blocker events: 11
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 1902
Maximum occupied tiles: 16
Seat events: 125
Single-blocker events: 28
Multiple-blocker events: 14
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1786
Reservations granted: 1779
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7063
Longest unresolved passenger ID: 118
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P118(32C/LEFT) -> P201(32A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 118
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 16608
Total stationary ticks: 117688
Seat-event requests: 3695
Failed seat-event starts: 3454

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 79
Critical blocker identity: P79->31D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 4
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P79(31D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P186(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 3449
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 3449
Middle-bank reservation failures: 7
Active-event deferrals: 1099
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3702\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 20 | standardDataset=245/245 (100.00%) | localCompletionGateDataset=241/245 (98.37%) | seatedDelta=-4 | completionDelta=-1.63% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | localCompletionGateWorse=true | standardFamily=COMPLETE_CABIN | localCompletionGateFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 21
Scenario seed: -5845335927644343041

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.43%
Blocker-prone seat share (topology component): 69.57%
Aisle-assignment balance: 98.26%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 815
Passengers seated: 230/230
Average waiting ticks: 371.47
Longest waiting passenger: P7->2E(LEFT)
Longest waiting ticks: 763

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 3
Executable cluster candidates: 3
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: RIGHT:tiles13-16:occupied=4:anchor=P120:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 34
Regions dissolved: 1
Repeated reconstructions avoided: 34
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=35
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1791
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 34
Multiple-blocker events: 4
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1688
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 36
Multiple-blocker events: 7
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 87
Reservations granted: 85
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4386
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5681
Total stationary ticks: 89287
Seat-event requests: 237
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 616
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 616
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 237\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 4\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:27
Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 21
Scenario seed: -5845335927644343041

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Row-zone concentration (diagnostic control): 30.43%
Blocker-prone seat share (topology component): 69.57%
Aisle-assignment balance: 98.26%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 844
Passengers seated: 230/230
Average waiting ticks: 405.92
Longest waiting passenger: P7->2E(LEFT)
Longest waiting ticks: 831

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1791
Maximum occupied tiles: 16
Seat events: 117
Single-blocker events: 35
Multiple-blocker events: 4
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1688
Maximum occupied tiles: 16
Seat events: 113
Single-blocker events: 35
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 83
Reservations granted: 81
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6654
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7177
Total stationary ticks: 99129
Seat-event requests: 230
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 268
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 268
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 232\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 2\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 21 | standardDataset=230/230 (100.00%) | localCompletionGateDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | localCompletionGateWorse=false | standardFamily=COMPLETE_CABIN | localCompletionGateFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 22
Scenario seed: 5901802720867875714

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.08%
Blocker-prone seat share (topology component): 58.68%
Aisle-assignment balance: 91.67%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2628
Passengers seated: 271/288
Average waiting ticks: 501.86
Longest waiting passenger: P233->22B(LEFT)
Longest waiting ticks: 2596

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 18
Cluster candidates evaluated: 22
Executable cluster candidates: 0
Rejected cluster candidates: 22
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 17
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2346
Regions dissolved: 0
Repeated reconstructions avoided: 2346
Largest region lifetime: 2347
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2347:occupied=17
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1931
State changes reopening evaluation: 17
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2236
Maximum occupied tiles: 21
Seat events: 115
Single-blocker events: 25
Multiple-blocker events: 12
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 2775
Maximum occupied tiles: 12
Seat events: 156
Single-blocker events: 43
Multiple-blocker events: 18
Temporary aisle reoccupations: 80

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 123
Reservations granted: 123
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 14
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 26853
Longest unresolved passenger ID: 285
Longest unresolved row: 35
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 13
Longest dependency chain: P157(29B/LEFT) -> P224(26G/LEFT) -> P193(28A/LEFT) -> P83(29F/LEFT) -> P29(32F/LEFT) -> P46(36G/LEFT) -> P152(36E/LEFT) -> P135(34B/LEFT) -> P139(34A/LEFT) -> P245(33A/LEFT) -> P63(34C/LEFT) -> P285(35D/LEFT) -> P68(35B/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 157
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 14
Total blocked ticks: 39581
Total stationary ticks: 175761
Seat-event requests: 2241
Failed seat-event starts: 1970

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 68
Critical blocker identity: P68->35B(LEFT)
Direct fan-out: 1
Total indirect descendants: 12
Critical tree size including blocker: 13
Critical tree depth: 13
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 17
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P68(35B/LEFT/WAITING_FOR_SEAT_EVENT)
  P285(35D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P63(34C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P245(33A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P139(34A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P135(34B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P152(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P46(36G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P29(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P83(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P193(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P224(26G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P157(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1969
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 1
Critical blocker required yield tiles: 36
Critical blocker unavailable yield tiles: 36
Critical blocker yield-tile occupants: 24
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 3
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1969
Rear-boundary failures: 1
Middle-bank reservation failures: 0
Active-event deferrals: 1081
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[24]: P24(36A/LEFT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P24->36A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: P24{seat=36A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=266,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 36
Current unavailable yield tiles: 36
Current yield-tile occupants: 24
Final row-event chain: 68|24
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2241\nPrecedence substitutions made: 1\nDependency chains followed: 193\nBlocked by waiting-row occupant: 193\nSubstituted events started: 1\nOccupied-space rejections: 1974\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:27
Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 22
Scenario seed: 5901802720867875714

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Row-zone concentration (diagnostic control): 27.08%
Blocker-prone seat share (topology component): 58.68%
Aisle-assignment balance: 91.67%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2613
Passengers seated: 285/288
Average waiting ticks: 534.29
Longest waiting passenger: P152->36E(LEFT)
Longest waiting ticks: 2510

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 2436
Regions dissolved: 1
Repeated reconstructions avoided: 2436
Largest region lifetime: 2425
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2425:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1868
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2298
Maximum occupied tiles: 20
Seat events: 129
Single-blocker events: 34
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 2775
Maximum occupied tiles: 18
Seat events: 156
Single-blocker events: 45
Multiple-blocker events: 18
Temporary aisle reoccupations: 83

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2005
Reservations granted: 1996
Reservations denied/waited: 9
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 9202
Longest unresolved passenger ID: 46
Longest unresolved row: 36
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P9(36C/LEFT) -> P46(36G/LEFT) -> P152(36E/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 9
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 17204
Total stationary ticks: 166748
Seat-event requests: 2166
Failed seat-event starts: 1881

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 152
Critical blocker identity: P152->36E(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P152(36E/LEFT/WAITING_FOR_SEAT_EVENT)
  P46(36G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P9(36C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1874
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 1
Critical blocker required yield tiles: 37
Critical blocker unavailable yield tiles: 37
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 1874
Middle-bank reservation failures: 9
Active-event deferrals: 834
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 37
Current unavailable yield tiles: 37
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2175\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 22 | standardDataset=271/288 (94.10%) | localCompletionGateDataset=285/288 (98.96%) | seatedDelta=+14 | completionDelta=+4.86% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | localCompletionGateWorse=false | standardFamily=LINKED_ROW_EVENT_CHAIN | localCompletionGateFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:28
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 23
Scenario seed: -5886756800942795092

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.61%
Blocker-prone seat share (topology component): 67.39%
Aisle-assignment balance: 97.39%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 844
Passengers seated: 230/230
Average waiting ticks: 385.89
Longest waiting passenger: P166->14H(RIGHT)
Longest waiting ticks: 818

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles9-12:occupied=3:anchor=P84:selected=P226:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1724
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1674
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 26
Multiple-blocker events: 11
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 75
Reservations granted: 74
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3907
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4803
Total stationary ticks: 91882
Seat-event requests: 240
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 490
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 490
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 240\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:28
Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 23
Scenario seed: -5886756800942795092

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Row-zone concentration (diagnostic control): 32.61%
Blocker-prone seat share (topology component): 67.39%
Aisle-assignment balance: 97.39%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 881
Passengers seated: 230/230
Average waiting ticks: 420.51
Longest waiting passenger: P221->3F(RIGHT)
Longest waiting ticks: 871

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1724
Maximum occupied tiles: 15
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 7
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1674
Maximum occupied tiles: 14
Seat events: 118
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 47

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 78
Reservations granted: 74
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5966
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6496
Total stationary ticks: 101755
Seat-event requests: 232
Failed seat-event starts: 2

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 298
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 2
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 298
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 236\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 23 | standardDataset=230/230 (100.00%) | localCompletionGateDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | localCompletionGateWorse=false | standardFamily=COMPLETE_CABIN | localCompletionGateFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:28
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 24
Scenario seed: -8002946322880410004

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 881
Passengers seated: 235/235
Average waiting ticks: 383.40
Longest waiting passenger: P13->10A(LEFT)
Longest waiting ticks: 823

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 12
Seat events: 124
Single-blocker events: 31
Multiple-blocker events: 16
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 1587
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 136
Reservations granted: 128
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4518
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5711
Total stationary ticks: 93972
Seat-event requests: 245
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 555
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 555
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 253\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:28
Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 24
Scenario seed: -8002946322880410004

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2401
Passengers seated: 228/235
Average waiting ticks: 453.43
Longest waiting passenger: P84->25C(RIGHT)
Longest waiting ticks: 2316

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 20
Executable cluster candidates: 0
Rejected cluster candidates: 20
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 7
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 2276
Regions dissolved: 1
Repeated reconstructions avoided: 2276
Largest region lifetime: 2265
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2265:occupied=7
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1804
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 16
Seat events: 124
Single-blocker events: 28
Multiple-blocker events: 18
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 1582
Maximum occupied tiles: 17
Seat events: 104
Single-blocker events: 32
Multiple-blocker events: 4
Temporary aisle reoccupations: 42

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1905
Reservations granted: 1887
Reservations denied/waited: 18
Simultaneous opposite-aisle conflicts: 4

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 9065
Longest unresolved passenger ID: 206
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P11(24F/RIGHT) -> P147(25G/RIGHT) -> P84(25C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 11
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 22466
Total stationary ticks: 120850
Seat-event requests: 2051
Failed seat-event starts: 1823

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 84
Critical blocker identity: P84->25C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 7
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P84(25C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P147(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P11(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1820
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 26|27|28
Critical blocker unavailable yield tiles: 26|27|28
Critical blocker yield-tile occupants: 34|206|115
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1820
Rear-boundary failures: 3
Middle-bank reservation failures: 18
Active-event deferrals: 1304
Simultaneous arbitration losses: 4

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 3
Trace length: 3
Yield-occupant trace: yieldOccupant[34]: P34(27G/RIGHT/MOVING_IN_AISLE@tile26) -> P206(29C/RIGHT/MOVING_IN_AISLE@tile27) -> P115(28H/RIGHT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[206]: P206(29C/RIGHT/MOVING_IN_AISLE@tile27) -> P115(28H/RIGHT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[115]: P115(28H/RIGHT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P115->28H(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P34{seat=27G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=26,directBlocker=206,lastMoveTick=137,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P206{seat=29C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=115,lastMoveTick=136,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P115{seat=28H,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=28,directBlocker=-1,lastMoveTick=135,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 26|27|28
Current unavailable yield tiles: 26|27|28
Current yield-tile occupants: 34|206|115
Final row-event chain: 84|34|206|115
Final row-event chain length: 4
Distinct row events in chain: 4
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2073\nPrecedence substitutions made: 5\nDependency chains followed: 55\nBlocked by waiting-row occupant: 55\nSubstituted events started: 7\nOccupied-space rejections: 3600\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 24 | standardDataset=235/235 (100.00%) | localCompletionGateDataset=228/235 (97.02%) | seatedDelta=-7 | completionDelta=-2.98% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | localCompletionGateWorse=true | standardFamily=COMPLETE_CABIN | localCompletionGateFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:28
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 25
Scenario seed: -6793887463250987477

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.38%
Aisle-assignment balance: 95.74%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2527
Passengers seated: 276/282
Average waiting ticks: 487.17
Longest waiting passenger: P197->31D(RIGHT)
Longest waiting ticks: 2476

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 3
Executable cluster candidates: 1
Rejected cluster candidates: 2
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1565
Regions dissolved: 1
Repeated reconstructions avoided: 1565
Largest region lifetime: 1558
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1558:occupied=6
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1524
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2082
Maximum occupied tiles: 13
Seat events: 135
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2295
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 36
Multiple-blocker events: 11
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1672
Reservations granted: 1672
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 6510
Longest unresolved passenger ID: 217
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P249(30F/RIGHT) -> P22(30H/RIGHT) -> P61(30D/RIGHT) -> P208(31F/RIGHT) -> P197(31D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 249
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 15659
Total stationary ticks: 147571
Seat-event requests: 1864
Failed seat-event starts: 1588

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 197
Critical blocker identity: P197->31D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P197(31D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P208(31F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P61(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P22(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P249(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1588
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 32
Critical blocker unavailable yield tiles: 32
Critical blocker yield-tile occupants: 217
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1588
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 802
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[217]: P217(32I/RIGHT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P217->32I(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P217{seat=32I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=32,directBlocker=-1,lastMoveTick=786,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 32
Current unavailable yield tiles: 32
Current yield-tile occupants: 217
Final row-event chain: 197|217
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1863\nPrecedence substitutions made: 3\nDependency chains followed: 1581\nBlocked by waiting-row occupant: 1581\nSubstituted events started: 5\nOccupied-space rejections: 1592\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:28
Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 25
Scenario seed: -6793887463250987477

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.38%
Aisle-assignment balance: 95.74%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 1682
Passengers seated: 36/282
Average waiting ticks: 1398.93
Longest waiting passenger: P2->17I(RIGHT)
Longest waiting ticks: 1682

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 12
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 14
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1524
Regions dissolved: 0
Repeated reconstructions avoided: 1524
Largest region lifetime: 1525
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1525:occupied=14
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1511
State changes reopening evaluation: 11
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 626
Maximum occupied tiles: 14
Seat events: 20
Single-blocker events: 6
Multiple-blocker events: 1
Temporary aisle reoccupations: 8

RIGHT AISLE
-----------
Total moves: 782
Maximum occupied tiles: 16
Seat events: 16
Single-blocker events: 4
Multiple-blocker events: 0
Temporary aisle reoccupations: 4

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 9
Reservations granted: 9
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 230
Remaining moving in aisle: 13
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 19772
Longest unresolved passenger ID: 2
Longest unresolved row: 17
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 14
Longest dependency chain: P249(30F/RIGHT) -> P22(30H/RIGHT) -> P61(30D/RIGHT) -> P208(31F/RIGHT) -> P265(27F/RIGHT) -> P14(29E/RIGHT) -> P120(27G/RIGHT) -> P238(28I/RIGHT) -> P274(29D/RIGHT) -> P237(30E/RIGHT) -> P197(31D/RIGHT) -> P217(32I/RIGHT) -> P185(32H/RIGHT) -> P109(31I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 249
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 13
Total blocked ticks: 26111
Total stationary ticks: 415873
Seat-event requests: 3062
Failed seat-event starts: 3026

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 109
Critical blocker identity: P109->31I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 13
Critical tree size including blocker: 14
Critical tree depth: 14
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 16
Unresolved outside passengers: 230
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P109(31I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P185(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P217(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P197(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P237(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P274(29D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P238(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P120(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P14(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P265(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P208(31F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P61(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P22(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P249(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1500
Rear-boundary failures: 1526
Middle-bank reservation failures: 0
Active-event deferrals: 36
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3062\nPrecedence substitutions made: 1\nDependency chains followed: 1501\nBlocked by waiting-row occupant: 1501\nSubstituted events started: 1\nOccupied-space rejections: 1501\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 25 | standardDataset=276/282 (97.87%) | localCompletionGateDataset=36/282 (12.77%) | seatedDelta=-240 | completionDelta=-85.11% | outsideDelta=+230 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | localCompletionGateWorse=true | standardFamily=LINKED_ROW_EVENT_CHAIN | localCompletionGateFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:28
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 26
Scenario seed: 722007454514889823

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.49%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1287
Passengers seated: 353/353
Average waiting ticks: 586.65
Longest waiting passenger: P178->2A(LEFT)
Longest waiting ticks: 1226

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 90
Regions dissolved: 4
Repeated reconstructions avoided: 90
Largest region lifetime: 38
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3193
Maximum occupied tiles: 14
Seat events: 182
Single-blocker events: 45
Multiple-blocker events: 30
Temporary aisle reoccupations: 111

RIGHT AISLE
-----------
Total moves: 3005
Maximum occupied tiles: 13
Seat events: 171
Single-blocker events: 47
Multiple-blocker events: 24
Temporary aisle reoccupations: 101

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 160
Reservations granted: 157
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7774
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9701
Total stationary ticks: 213884
Seat-event requests: 378
Failed seat-event starts: 25

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 882
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 25
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 882
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 380\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 30\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:28
Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 26
Scenario seed: 722007454514889823

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.49%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 1688
Passengers seated: 38/353
Average waiting ticks: 1427.49
Longest waiting passenger: P0->12F(RIGHT)
Longest waiting ticks: 1688

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 15
Cluster candidates evaluated: 16
Executable cluster candidates: 1
Rejected cluster candidates: 15
Cluster selections: 1
Cluster-selected events started: 0
Largest detected cluster: 13
Selected release potential total: 7
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 3052
Regions dissolved: 0
Repeated reconstructions avoided: 3052
Largest region lifetime: 1558
Maximum simultaneous active regions: 2
Regions active at termination: 2
Last lifecycle event: UPDATE:R1:age=1558:occupied=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1520
State changes reopening evaluation: 14
Region priority competitions: 1493
Regions ranked: 2986
Hierarchical selections: 1493
Lower-priority evaluations deferred: 1493
Highest selected priority score: 14410
Left/right priority wins: 0/1493
Priority ties: 0
Last priority decision: LEFT:R2:score=10010 | RIGHT:R1:score=14410 | selected=RIGHT

LEFT AISLE
----------
Total moves: 945
Maximum occupied tiles: 18
Seat events: 21
Single-blocker events: 6
Multiple-blocker events: 1
Temporary aisle reoccupations: 8

RIGHT AISLE
-----------
Total moves: 925
Maximum occupied tiles: 18
Seat events: 17
Single-blocker events: 2
Multiple-blocker events: 0
Temporary aisle reoccupations: 2

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1552
Reservations granted: 1550
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 6

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 293
Remaining moving in aisle: 18
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 27315
Longest unresolved passenger ID: 0
Longest unresolved row: 12
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 12
Longest dependency chain: P195(34J/RIGHT) -> P307(36F/RIGHT) -> P24(35H/RIGHT) -> P158(33G/RIGHT) -> P76(32E/RIGHT) -> P343(34D/RIGHT) -> P159(34H/RIGHT) -> P230(33H/RIGHT) -> P14(35D/RIGHT) -> P336(34F/RIGHT) -> P33(36E/RIGHT) -> P40(35F/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 195
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 18
Total blocked ticks: 36076
Total stationary ticks: 533626
Seat-event requests: 3073
Failed seat-event starts: 3035

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 40
Critical blocker identity: P40->35F(RIGHT)
Direct fan-out: 1
Total indirect descendants: 11
Critical tree size including blocker: 12
Critical tree depth: 12
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 22
Unresolved outside passengers: 293
Unresolved internal passengers outside critical tree: 10
Critical blocker tree:
P40(35F/RIGHT/WAITING_FOR_SEAT_EVENT)
  P33(36E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P336(34F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P14(35D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P230(33H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P159(34H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P343(34D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P76(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P158(33G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P24(35H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P307(36F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P195(34J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 3034
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 36
Critical blocker unavailable yield tiles: 36
Critical blocker yield-tile occupants: 199
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 3
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 3034
Rear-boundary failures: 1
Middle-bank reservation failures: 2
Active-event deferrals: 81
Simultaneous arbitration losses: 6

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[199]: P199(36I/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P199->36I(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P199{seat=36I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=123,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 36
Current unavailable yield tiles: 36
Current yield-tile occupants: 199
Final row-event chain: 40|199
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3080\nPrecedence substitutions made: 0\nDependency chains followed: 1538\nBlocked by waiting-row occupant: 1538\nSubstituted events started: 0\nOccupied-space rejections: 3036\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 26 | standardDataset=353/353 (100.00%) | localCompletionGateDataset=38/353 (10.76%) | seatedDelta=-315 | completionDelta=-89.24% | outsideDelta=+293 | clustersDetected=2 | clusterSelections=1 | clusterStarts=0 | convertedToSuccess=false | localCompletionGateWorse=true | standardFamily=COMPLETE_CABIN | localCompletionGateFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:28
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 27
Scenario seed: -5450447113087893164

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1282
Passengers seated: 353/353
Average waiting ticks: 599.70
Longest waiting passenger: P326->9H(RIGHT)
Longest waiting ticks: 1238

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2967
Maximum occupied tiles: 12
Seat events: 174
Single-blocker events: 46
Multiple-blocker events: 23
Temporary aisle reoccupations: 96

RIGHT AISLE
-----------
Total moves: 3223
Maximum occupied tiles: 12
Seat events: 179
Single-blocker events: 52
Multiple-blocker events: 30
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 150
Reservations granted: 150
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7466
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8940
Total stationary ticks: 217898
Seat-event requests: 366
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 762
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 762
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 366\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:28
Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 27
Scenario seed: -5450447113087893164

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 1996
Passengers seated: 85/353
Average waiting ticks: 1386.14
Longest waiting passenger: P1->7A(LEFT)
Longest waiting ticks: 1996

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 55
Cluster candidates evaluated: 110
Executable cluster candidates: 0
Rejected cluster candidates: 110
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 36
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1796
Regions dissolved: 0
Repeated reconstructions avoided: 1796
Largest region lifetime: 1797
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1797:occupied=36
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1730
State changes reopening evaluation: 54
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1763
Maximum occupied tiles: 19
Seat events: 61
Single-blocker events: 14
Multiple-blocker events: 6
Temporary aisle reoccupations: 26

RIGHT AISLE
-----------
Total moves: 1390
Maximum occupied tiles: 36
Seat events: 24
Single-blocker events: 6
Multiple-blocker events: 3
Temporary aisle reoccupations: 12

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1828
Reservations granted: 1816
Reservations denied/waited: 12
Simultaneous opposite-aisle conflicts: 2

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 232
Remaining moving in aisle: 33
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 57337
Longest unresolved passenger ID: 1
Longest unresolved row: 7
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 34
Longest dependency chain: P135(26I/RIGHT) -> P11(25H/RIGHT) -> P16(30I/RIGHT) -> P247(29I/RIGHT) -> P59(27E/RIGHT) -> P195(24H/RIGHT) -> P70(30H/RIGHT) -> P207(30E/RIGHT) -> P6(24I/RIGHT) -> P42(27F/RIGHT) -> P176(25D/RIGHT) -> P318(26D/RIGHT) -> P271(24J/RIGHT) -> P261(25F/RIGHT) -> P297(29F/RIGHT) -> P193(25J/RIGHT) -> P208(27H/RIGHT) -> P10(30G/RIGHT) -> P43(28G/RIGHT) -> P147(29J/RIGHT) -> P269(29H/RIGHT) -> P150(26F/RIGHT) -> P23(29E/RIGHT) -> P48(27J/RIGHT) -> P121(28J/RIGHT) -> P234(30J/RIGHT) -> P22(32G/RIGHT) -> P96(32H/RIGHT) -> P31(36E/RIGHT) -> P44(32J/RIGHT) -> P228(34J/RIGHT) -> P279(35I/RIGHT) -> P335(36J/RIGHT) -> P196(34E/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 135
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 33
Total blocked ticks: 67426
Total stationary ticks: 550799
Seat-event requests: 1874
Failed seat-event starts: 1789

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 196
Critical blocker identity: P196->34E(RIGHT)
Direct fan-out: 1
Total indirect descendants: 33
Critical tree size including blocker: 34
Critical tree depth: 34
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 36
Unresolved outside passengers: 232
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P196(34E/RIGHT/WAITING_FOR_SEAT_EVENT)
  P335(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P279(35I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P228(34J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P44(32J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P31(36E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P96(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P22(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P234(30J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P121(28J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P48(27J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P23(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P150(26F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P269(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P147(29J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P43(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P10(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P208(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P193(25J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P297(29F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P261(25F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P271(24J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P318(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P176(25D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P42(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P6(24I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P207(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P70(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P195(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                          P59(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                            P247(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                              P16(30I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                                P11(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                                  P135(26I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1789
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 35|36
Critical blocker unavailable yield tiles: 35|36
Critical blocker yield-tile occupants: 231|276
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1789
Rear-boundary failures: 0
Middle-bank reservation failures: 12
Active-event deferrals: 114
Simultaneous arbitration losses: 2

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 1
Yield-occupant trace: yieldOccupant[231]: P231(35J/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[276]: P276(36I/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P276->36I(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: false
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P231{seat=35J,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=191,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} || P276{seat=36I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=190,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 35|36
Current unavailable yield tiles: 35|36
Current yield-tile occupants: 231|276
Final row-event chain: 196|231
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1888\nPrecedence substitutions made: 0\nDependency chains followed: 1791\nBlocked by waiting-row occupant: 3577\nSubstituted events started: 0\nOccupied-space rejections: 7209\nMaximum scheduling-chain depth: 3\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 27 | standardDataset=353/353 (100.00%) | localCompletionGateDataset=85/353 (24.08%) | seatedDelta=-268 | completionDelta=-75.92% | outsideDelta=+232 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | localCompletionGateWorse=true | standardFamily=COMPLETE_CABIN | localCompletionGateFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:28
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 28
Scenario seed: 246091010528561545

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1319
Passengers seated: 353/353
Average waiting ticks: 602.32
Longest waiting passenger: P36->10I(RIGHT)
Longest waiting ticks: 1278

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 39
Regions dissolved: 2
Repeated reconstructions avoided: 39
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2983
Maximum occupied tiles: 13
Seat events: 171
Single-blocker events: 42
Multiple-blocker events: 20
Temporary aisle reoccupations: 84

RIGHT AISLE
-----------
Total moves: 3263
Maximum occupied tiles: 15
Seat events: 182
Single-blocker events: 47
Multiple-blocker events: 27
Temporary aisle reoccupations: 108

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 158
Reservations granted: 158
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7403
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8981
Total stationary ticks: 218852
Seat-event requests: 373
Failed seat-event starts: 20

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 798
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 20
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 798
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 373\nPrecedence substitutions made: 3\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 3\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:28
Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 28
Scenario seed: 246091010528561545

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1306
Passengers seated: 353/353
Average waiting ticks: 628.58
Longest waiting passenger: P311->1C(LEFT)
Longest waiting ticks: 1304

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2983
Maximum occupied tiles: 18
Seat events: 171
Single-blocker events: 42
Multiple-blocker events: 20
Temporary aisle reoccupations: 84

RIGHT AISLE
-----------
Total moves: 3263
Maximum occupied tiles: 18
Seat events: 182
Single-blocker events: 46
Multiple-blocker events: 28
Temporary aisle reoccupations: 108

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 151
Reservations granted: 150
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 12212
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 13091
Total stationary ticks: 232596
Seat-event requests: 367
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 490
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 3
Middle-bank reservation failures: 1
Active-event deferrals: 490
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 368\nPrecedence substitutions made: 9\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 11\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 28 | standardDataset=353/353 (100.00%) | localCompletionGateDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | localCompletionGateWorse=false | standardFamily=COMPLETE_CABIN | localCompletionGateFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:28
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 29
Scenario seed: 4203914317130684635

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.05%
Blocker-prone seat share (topology component): 67.57%
Aisle-assignment balance: 99.61%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2413
Passengers seated: 257/259
Average waiting ticks: 430.23
Longest waiting passenger: P157->31I(RIGHT)
Longest waiting ticks: 2353

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1895
Maximum occupied tiles: 12
Seat events: 130
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 2013
Maximum occupied tiles: 12
Seat events: 127
Single-blocker events: 38
Multiple-blocker events: 9
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 89
Reservations granted: 89
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4711
Longest unresolved passenger ID: 177
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P177(32G/RIGHT) -> P157(31I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 177
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 9006
Total stationary ticks: 116891
Seat-event requests: 1811
Failed seat-event starts: 1554

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 157
Critical blocker identity: P157->31I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P157(31I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P177(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1544
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 10
Rear-boundary failures: 1544
Middle-bank reservation failures: 0
Active-event deferrals: 630
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1811\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:28
Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 29
Scenario seed: 4203914317130684635

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Row-zone concentration (diagnostic control): 32.05%
Blocker-prone seat share (topology component): 67.57%
Aisle-assignment balance: 99.61%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2450
Passengers seated: 257/259
Average waiting ticks: 456.73
Longest waiting passenger: P157->31I(RIGHT)
Longest waiting ticks: 2354

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2269
Regions dissolved: 0
Repeated reconstructions avoided: 2269
Largest region lifetime: 2270
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: TRACK:R1:age=2270:localMembers=2
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1895
Maximum occupied tiles: 15
Seat events: 130
Single-blocker events: 31
Multiple-blocker events: 13
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 2013
Maximum occupied tiles: 16
Seat events: 127
Single-blocker events: 39
Multiple-blocker events: 8
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 93
Reservations granted: 88
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7603
Longest unresolved passenger ID: 177
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P177(32G/RIGHT) -> P157(31I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 177
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 12679
Total stationary ticks: 127122
Seat-event requests: 1996
Failed seat-event starts: 1739

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 157
Critical blocker identity: P157->31I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P157(31I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P177(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1738
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1
Rear-boundary failures: 1738
Middle-bank reservation failures: 5
Active-event deferrals: 712
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2001\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 2\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 29 | standardDataset=257/259 (99.23%) | localCompletionGateDataset=257/259 (99.23%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | localCompletionGateWorse=false | standardFamily=REAR_BOUNDARY_LOCK | localCompletionGateFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:28
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 30
Scenario seed: -7557663346310737177

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 59.06%
Aisle-assignment balance: 98.25%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1236
Passengers seated: 342/342
Average waiting ticks: 564.65
Longest waiting passenger: P20->31I(RIGHT)
Longest waiting ticks: 1184

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 5
Clusters detected: 5
Activations without intervention: 6
Cluster candidates evaluated: 4
Executable cluster candidates: 4
Rejected cluster candidates: 0
Cluster selections: 4
Cluster-selected events started: 5
Largest detected cluster: 7
Selected release potential total: 16
Last cluster decision: RIGHT:tiles20-22:occupied=3:anchor=P236:selected=P293:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 5
Region updates: 88
Regions dissolved: 5
Repeated reconstructions avoided: 88
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R5:lifetime=9
Confirmation deferral ticks: 8
Regions reaching confirmation: 3
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 4
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2986
Maximum occupied tiles: 14
Seat events: 168
Single-blocker events: 37
Multiple-blocker events: 26
Temporary aisle reoccupations: 94

RIGHT AISLE
-----------
Total moves: 2895
Maximum occupied tiles: 16
Seat events: 174
Single-blocker events: 43
Multiple-blocker events: 31
Temporary aisle reoccupations: 110

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 159
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7405
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9317
Total stationary ticks: 199595
Seat-event requests: 382
Failed seat-event starts: 40

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 861
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 40
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 861
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 378\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 14\nOccupied-space rejections: 50\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
============================================================
Date/Time: 2026-07-16 23:50:28
Experiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 30
Scenario seed: -7557663346310737177

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 59.06%
Aisle-assignment balance: 98.25%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2615
Passengers seated: 278/342
Average waiting ticks: 830.87
Longest waiting passenger: P3->3G(LEFT)
Longest waiting ticks: 2615

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 8
Cluster candidates evaluated: 15
Executable cluster candidates: 1
Rejected cluster candidates: 14
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 11
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1653
Regions dissolved: 1
Repeated reconstructions avoided: 1653
Largest region lifetime: 1630
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1630:occupied=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1614
State changes reopening evaluation: 7
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2898
Maximum occupied tiles: 19
Seat events: 128
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 62

RIGHT AISLE
-----------
Total moves: 2846
Maximum occupied tiles: 19
Seat events: 150
Single-blocker events: 37
Multiple-blocker events: 25
Temporary aisle reoccupations: 91

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 203
Reservations granted: 194
Reservations denied/waited: 9
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 50
Remaining moving in aisle: 10
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16809
Longest unresolved passenger ID: 3
Longest unresolved row: 3
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 8
Longest dependency chain: P257(6A/LEFT) -> P188(9G/LEFT) -> P254(9E/LEFT) -> P330(6C/LEFT) -> P154(6E/LEFT) -> P91(9B/LEFT) -> P14(9A/LEFT) -> P316(8A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 257
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 35749
Total stationary ticks: 311148
Seat-event requests: 1995
Failed seat-event starts: 1717

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 316
Critical blocker identity: P316->8A(LEFT)
Direct fan-out: 1
Total indirect descendants: 7
Critical tree size including blocker: 8
Critical tree depth: 8
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 14
Unresolved outside passengers: 50
Unresolved internal passengers outside critical tree: 6
Critical blocker tree:
P316(8A/LEFT/WAITING_FOR_SEAT_EVENT)
  P14(9A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P91(9B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P154(6E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P330(6C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P254(9E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P188(9G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P257(6A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1717
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 9|10
Critical blocker unavailable yield tiles: 9|10
Critical blocker yield-tile occupants: 76|135
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1717
Rear-boundary failures: 0
Middle-bank reservation failures: 9
Active-event deferrals: 539
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 2
Trace length: 2
Yield-occupant trace: yieldOccupant[76]: P76(10C/LEFT/MOVING_IN_AISLE@tile9) -> P135(10A/LEFT/WAITING_AT_ROW@tile10) -> [OPEN_CHAIN_TO_ROW_EVENT] || yieldOccupant[135]: P135(10A/LEFT/WAITING_AT_ROW@tile10) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P135->10A(LEFT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P76{seat=10C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=9,directBlocker=135,lastMoveTick=993,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P135{seat=10A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=10,directBlocker=-1,lastMoveTick=964,reason=WAITING_FOR_SEAT_EVENT,prerequisite=YIELD_TILE_OCCUPIED}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 9|10
Current unavailable yield tiles: 9|10
Current yield-tile occupants: 76|135
Final row-event chain: 316|76|135
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: HIERARCHICAL_LOCAL_COMPLETION_GATE_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2003\nPrecedence substitutions made: 8\nDependency chains followed: 20\nBlocked by waiting-row occupant: 20\nSubstituted events started: 10\nOccupied-space rejections: 5017\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 30 | standardDataset=342/342 (100.00%) | localCompletionGateDataset=278/342 (81.29%) | seatedDelta=-64 | completionDelta=-18.71% | outsideDelta=+50 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | localCompletionGateWorse=true | standardFamily=COMPLETE_CABIN | localCompletionGateFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 26
HIERARCHICAL LOCAL COMPLETION GATES
************************************************************
Experiment seed: 2083790101901
Scenarios executed: 60
Successful completions: 35
Incomplete/MAX_TICKS: 25
Average completed ticks: 1488.55
Average waiting ticks: 601.74
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:57
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 1
Scenario seed: -4248938912819631269

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2327
Passengers seated: 221/235
Average waiting ticks: 455.32
Longest waiting passenger: P6->10H(RIGHT)
Longest waiting ticks: 2327

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 3
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles25-27:occupied=3:anchor=P29:selected=P181:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 15
Regions dissolved: 1
Repeated reconstructions avoided: 15
Largest region lifetime: 16
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=16
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1708
Maximum occupied tiles: 13
Seat events: 116
Single-blocker events: 28
Multiple-blocker events: 19
Temporary aisle reoccupations: 71

RIGHT AISLE
-----------
Total moves: 1555
Maximum occupied tiles: 12
Seat events: 105
Single-blocker events: 26
Multiple-blocker events: 9
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1717
Reservations granted: 1709
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 8
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5451
Longest unresolved passenger ID: 6
Longest unresolved row: 10
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P82(30E/RIGHT) -> P15(6G/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 82
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 15044
Total stationary ticks: 115476
Seat-event requests: 1820
Failed seat-event starts: 1599

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 15
Critical blocker identity: P15->6G(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 8
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P15(6G/RIGHT/WAITING_FOR_SEAT_EVENT)
  P82(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1599
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1599
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 519
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1828\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 4\nOccupied-space rejections: 1601\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:57
Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 1
Scenario seed: -4248938912819631269

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2325
Passengers seated: 232/235
Average waiting ticks: 381.12
Longest waiting passenger: P185->30A(LEFT)
Longest waiting ticks: 2225

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 2073
Regions dissolved: 1
Repeated reconstructions avoided: 2073
Largest region lifetime: 2054
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2054:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1661
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1706
Maximum occupied tiles: 17
Seat events: 113
Single-blocker events: 28
Multiple-blocker events: 16
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 1734
Maximum occupied tiles: 16
Seat events: 119
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 132
Reservations granted: 123
Reservations denied/waited: 9
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7212
Longest unresolved passenger ID: 24
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P25(29F/LEFT) -> P24(30F/LEFT) -> P185(30A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 25
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 14488
Total stationary ticks: 100105
Seat-event requests: 1910
Failed seat-event starts: 1678

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 185
Critical blocker identity: P185->30A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P185(30A/LEFT/WAITING_FOR_SEAT_EVENT)
  P24(30F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P25(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 1
Critical blocker required yield tiles: 31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 1669
Middle-bank reservation failures: 9
Active-event deferrals: 900
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1919\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 8\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 01 | standardDataset=221/235 (94.04%) | confirmatoryCohortDataset=232/235 (98.72%) | seatedDelta=+11 | completionDelta=+4.68% | outsideDelta=-8 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | confirmatoryCohortWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | confirmatoryCohortFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:57
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 2
Scenario seed: 2182383722134259186

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.46%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 784
Passengers seated: 216/216
Average waiting ticks: 350.50
Longest waiting passenger: P151->14E(LEFT)
Longest waiting ticks: 733

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 39
Regions dissolved: 2
Repeated reconstructions avoided: 39
Largest region lifetime: 33
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=33
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1653
Maximum occupied tiles: 15
Seat events: 111
Single-blocker events: 23
Multiple-blocker events: 10
Temporary aisle reoccupations: 48

RIGHT AISLE
-----------
Total moves: 1511
Maximum occupied tiles: 11
Seat events: 105
Single-blocker events: 27
Multiple-blocker events: 4
Temporary aisle reoccupations: 36

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 117
Reservations granted: 114
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3806
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4946
Total stationary ticks: 78953
Seat-event requests: 222
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 568
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 568
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 225\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:57
Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 2
Scenario seed: 2182383722134259186

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.46%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 773
Passengers seated: 216/216
Average waiting ticks: 344.78
Longest waiting passenger: P169->7B(LEFT)
Longest waiting ticks: 745

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1653
Maximum occupied tiles: 16
Seat events: 111
Single-blocker events: 23
Multiple-blocker events: 10
Temporary aisle reoccupations: 48

RIGHT AISLE
-----------
Total moves: 1511
Maximum occupied tiles: 16
Seat events: 105
Single-blocker events: 27
Multiple-blocker events: 4
Temporary aisle reoccupations: 36

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 110
Reservations granted: 108
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6591
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7473
Total stationary ticks: 80331
Seat-event requests: 216
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 502
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 502
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 218\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 3\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 02 | standardDataset=216/216 (100.00%) | confirmatoryCohortDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | confirmatoryCohortWorse=false | standardFamily=COMPLETE_CABIN | confirmatoryCohortFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 3
Scenario seed: -1064509833421198483

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 60.46%
Aisle-assignment balance: 90.85%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1221
Passengers seated: 306/306
Average waiting ticks: 527.75
Longest waiting passenger: P261->32E(LEFT)
Longest waiting ticks: 1159

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:tiles19-21:occupied=3:anchor=P59:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 9
Regions dissolved: 1
Repeated reconstructions avoided: 9
Largest region lifetime: 10
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=10
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2940
Maximum occupied tiles: 13
Seat events: 167
Single-blocker events: 44
Multiple-blocker events: 18
Temporary aisle reoccupations: 83

RIGHT AISLE
-----------
Total moves: 2427
Maximum occupied tiles: 14
Seat events: 139
Single-blocker events: 36
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 123
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6313
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8018
Total stationary ticks: 166969
Seat-event requests: 316
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 875
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 875
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 318\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:58
Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 3
Scenario seed: -1064509833421198483

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 60.46%
Aisle-assignment balance: 90.85%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1180
Passengers seated: 306/306
Average waiting ticks: 542.25
Longest waiting passenger: P205->3F(LEFT)
Longest waiting ticks: 1165

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2940
Maximum occupied tiles: 18
Seat events: 167
Single-blocker events: 45
Multiple-blocker events: 19
Temporary aisle reoccupations: 86

RIGHT AISLE
-----------
Total moves: 2427
Maximum occupied tiles: 17
Seat events: 139
Single-blocker events: 35
Multiple-blocker events: 9
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 126
Reservations granted: 121
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 10137
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 11073
Total stationary ticks: 174871
Seat-event requests: 312
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 540
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 318\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 03 | standardDataset=306/306 (100.00%) | confirmatoryCohortDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | confirmatoryCohortWorse=false | standardFamily=COMPLETE_CABIN | confirmatoryCohortFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 4
Scenario seed: 7274058025060234938

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 75.88%
Aisle-assignment balance: 93.86%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2365
Passengers seated: 226/228
Average waiting ticks: 398.28
Longest waiting passenger: P227->28F(LEFT)
Longest waiting ticks: 2283

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1789
Maximum occupied tiles: 14
Seat events: 119
Single-blocker events: 33
Multiple-blocker events: 12
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 1509
Maximum occupied tiles: 10
Seat events: 107
Single-blocker events: 23
Multiple-blocker events: 10
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1622
Reservations granted: 1622
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4118
Longest unresolved passenger ID: 146
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 1
Longest dependency chain: P146(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 146
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8146
Total stationary ticks: 94195
Seat-event requests: 1739
Failed seat-event starts: 1513

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 146
Critical blocker identity: P146->30F(LEFT)
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 1
Critical tree depth: 1
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P146(30F/LEFT/WAITING_FOR_SEAT_EVENT)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1513
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 538
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 31|32|33
Current unavailable yield tiles: 31|32|33
Current yield-tile occupants: -1|-1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1739\nPrecedence substitutions made: 2\nDependency chains followed: 1509\nBlocked by waiting-row occupant: 1509\nSubstituted events started: 2\nOccupied-space rejections: 1514\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:58
Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 4
Scenario seed: 7274058025060234938

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 75.88%
Aisle-assignment balance: 93.86%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2349
Passengers seated: 226/228
Average waiting ticks: 400.45
Longest waiting passenger: P227->28F(LEFT)
Longest waiting ticks: 2266

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1789
Maximum occupied tiles: 15
Seat events: 119
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 63

RIGHT AISLE
-----------
Total moves: 1509
Maximum occupied tiles: 15
Seat events: 107
Single-blocker events: 23
Multiple-blocker events: 8
Temporary aisle reoccupations: 40

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1763
Reservations granted: 1763
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6192
Longest unresolved passenger ID: 146
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 1
Longest dependency chain: P146(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 146
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 11196
Total stationary ticks: 96661
Seat-event requests: 1880
Failed seat-event starts: 1654

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 146
Critical blocker identity: P146->30F(LEFT)
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 1
Critical tree depth: 1
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P146(30F/LEFT/WAITING_FOR_SEAT_EVENT)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1654
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1654
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 1178
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 31|32|33
Current unavailable yield tiles: 31|32|33
Current yield-tile occupants: -1|-1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1880\nPrecedence substitutions made: 3\nDependency chains followed: 1654\nBlocked by waiting-row occupant: 1654\nSubstituted events started: 5\nOccupied-space rejections: 1656\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 04 | standardDataset=226/228 (99.12%) | confirmatoryCohortDataset=226/228 (99.12%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | confirmatoryCohortWorse=false | standardFamily=REAR_BOUNDARY_LOCK | confirmatoryCohortFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 5
Scenario seed: -6917015326788615388

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.43%
Blocker-prone seat share (topology component): 65.71%
Aisle-assignment balance: 94.69%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2418
Passengers seated: 239/245
Average waiting ticks: 410.04
Longest waiting passenger: P89->32A(LEFT)
Longest waiting ticks: 2351

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 3
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 6
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1803
Regions dissolved: 0
Repeated reconstructions avoided: 1803
Largest region lifetime: 1804
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1804:occupied=6
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1677
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 14
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 10
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 2014
Maximum occupied tiles: 12
Seat events: 129
Single-blocker events: 29
Multiple-blocker events: 9
Temporary aisle reoccupations: 47

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 84
Reservations granted: 84
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 5
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 9039
Longest unresolved passenger ID: 50
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 6
Longest dependency chain: P153(29A/LEFT) -> P175(30B/LEFT) -> P210(30C/LEFT) -> P107(32E/LEFT) -> P50(32D/LEFT) -> P89(32A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 153
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 5
Total blocked ticks: 15892
Total stationary ticks: 112835
Seat-event requests: 1931
Failed seat-event starts: 1692

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 89
Critical blocker identity: P89->32A(LEFT)
Direct fan-out: 1
Total indirect descendants: 5
Critical tree size including blocker: 6
Critical tree depth: 6
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P89(32A/LEFT/WAITING_FOR_SEAT_EVENT)
  P50(32D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P107(32E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P210(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P175(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P153(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1687
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 1
Critical blocker required yield tiles: 33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 1687
Middle-bank reservation failures: 0
Active-event deferrals: 579
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1931\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:58
Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 5
Scenario seed: -6917015326788615388

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 31.43%
Blocker-prone seat share (topology component): 65.71%
Aisle-assignment balance: 94.69%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 245/245
Average waiting ticks: 406.14
Longest waiting passenger: P230->4F(RIGHT)
Longest waiting ticks: 883

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:tiles23-25:occupied=3:anchor=P6:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 9
Regions dissolved: 1
Repeated reconstructions avoided: 9
Largest region lifetime: 10
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=10
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1785
Maximum occupied tiles: 16
Seat events: 116
Single-blocker events: 34
Multiple-blocker events: 10
Temporary aisle reoccupations: 54

RIGHT AISLE
-----------
Total moves: 2014
Maximum occupied tiles: 16
Seat events: 129
Single-blocker events: 30
Multiple-blocker events: 9
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 85
Reservations granted: 84
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7660
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8439
Total stationary ticks: 106229
Seat-event requests: 251
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 458
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 458
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 05 | standardDataset=239/245 (97.55%) | confirmatoryCohortDataset=245/245 (100.00%) | seatedDelta=+6 | completionDelta=+2.45% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=true | confirmatoryCohortWorse=false | standardFamily=REAR_BOUNDARY_LOCK | confirmatoryCohortFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 6
Scenario seed: -6052676718379281108

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.09%
Blocker-prone seat share (topology component): 61.42%
Aisle-assignment balance: 98.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1176
Passengers seated: 324/324
Average waiting ticks: 531.73
Longest waiting passenger: P170->33I(RIGHT)
Longest waiting ticks: 1101

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=2:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 32
Regions dissolved: 2
Repeated reconstructions avoided: 32
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2704
Maximum occupied tiles: 15
Seat events: 159
Single-blocker events: 38
Multiple-blocker events: 16
Temporary aisle reoccupations: 75

RIGHT AISLE
-----------
Total moves: 2998
Maximum occupied tiles: 16
Seat events: 165
Single-blocker events: 54
Multiple-blocker events: 18
Temporary aisle reoccupations: 93

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 145
Reservations granted: 142
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7449
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9042
Total stationary ticks: 178799
Seat-event requests: 340
Failed seat-event starts: 16

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 755
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 16
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 755
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 343\nPrecedence substitutions made: 9\nDependency chains followed: 11\nBlocked by waiting-row occupant: 11\nSubstituted events started: 10\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:58
Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 6
Scenario seed: -6052676718379281108

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 28.09%
Blocker-prone seat share (topology component): 61.42%
Aisle-assignment balance: 98.15%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2623
Passengers seated: 319/324
Average waiting ticks: 542.91
Longest waiting passenger: P95->35F(RIGHT)
Longest waiting ticks: 2513

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 6
Last cluster decision: LEFT:region=R4:age=2:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 2300
Regions dissolved: 3
Repeated reconstructions avoided: 2300
Largest region lifetime: 2262
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: TRACK:R1:age=2262:localMembers=3
Confirmation deferral ticks: 7
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2704
Maximum occupied tiles: 20
Seat events: 159
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 75

RIGHT AISLE
-----------
Total moves: 2993
Maximum occupied tiles: 19
Seat events: 160
Single-blocker events: 52
Multiple-blocker events: 16
Temporary aisle reoccupations: 86

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1851
Reservations granted: 1849
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 11799
Longest unresolved passenger ID: 122
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P122(36H/RIGHT) -> P95(35F/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 122
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 24507
Total stationary ticks: 191125
Seat-event requests: 2050
Failed seat-event starts: 1731

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 95
Critical blocker identity: P95->35F(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P95(35F/RIGHT/WAITING_FOR_SEAT_EVENT)
  P122(36H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 2055
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 1
Critical blocker required yield tiles: 36
Critical blocker unavailable yield tiles: 36
Critical blocker yield-tile occupants: 13
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1731
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 2055
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[13]: P13(36E/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P13->36E(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: P13{seat=36E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=281,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 36
Current unavailable yield tiles: 36
Current yield-tile occupants: 13
Final row-event chain: 95|13
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2050\nPrecedence substitutions made: 8\nDependency chains followed: 29\nBlocked by waiting-row occupant: 29\nSubstituted events started: 11\nOccupied-space rejections: 1746\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 06 | standardDataset=324/324 (100.00%) | confirmatoryCohortDataset=319/324 (98.46%) | seatedDelta=-5 | completionDelta=-1.54% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | confirmatoryCohortWorse=true | standardFamily=COMPLETE_CABIN | confirmatoryCohortFamily=LINKED_ROW_EVENT_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 7
Scenario seed: -4884639050347842300

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 67.15%
Aisle-assignment balance: 95.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1030
Passengers seated: 274/274
Average waiting ticks: 463.15
Longest waiting passenger: P183->19E(RIGHT)
Longest waiting ticks: 980

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles21-23:occupied=3:anchor=P164:selected=P134:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2017
Maximum occupied tiles: 14
Seat events: 131
Single-blocker events: 38
Multiple-blocker events: 12
Temporary aisle reoccupations: 62

RIGHT AISLE
-----------
Total moves: 2235
Maximum occupied tiles: 10
Seat events: 143
Single-blocker events: 48
Multiple-blocker events: 14
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 98
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4791
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5929
Total stationary ticks: 130757
Seat-event requests: 286
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 595
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 595
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 285\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:58
Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 7
Scenario seed: -4884639050347842300

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 67.15%
Aisle-assignment balance: 95.62%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2515
Passengers seated: 266/274
Average waiting ticks: 481.50
Longest waiting passenger: P87->24F(LEFT)
Longest waiting ticks: 2461

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 12
Cluster candidates evaluated: 19
Executable cluster candidates: 0
Rejected cluster candidates: 19
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 9
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2241
Regions dissolved: 0
Repeated reconstructions avoided: 2241
Largest region lifetime: 2242
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2242:occupied=8
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1781
State changes reopening evaluation: 11
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2002
Maximum occupied tiles: 19
Seat events: 123
Single-blocker events: 34
Multiple-blocker events: 8
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 2235
Maximum occupied tiles: 17
Seat events: 143
Single-blocker events: 50
Multiple-blocker events: 14
Temporary aisle reoccupations: 78

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1884
Reservations granted: 1882
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 5
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11488
Longest unresolved passenger ID: 99
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P157(30B/LEFT) -> P99(32C/LEFT) -> P89(31A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 157
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 5
Total blocked ticks: 26958
Total stationary ticks: 150287
Seat-event requests: 2067
Failed seat-event starts: 1801

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 89
Critical blocker identity: P89->31A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 8
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P89(31A/LEFT/WAITING_FOR_SEAT_EVENT)
  P99(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P157(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1793
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1793
Rear-boundary failures: 8
Middle-bank reservation failures: 2
Active-event deferrals: 1552
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 1806\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 07 | standardDataset=274/274 (100.00%) | confirmatoryCohortDataset=266/274 (97.08%) | seatedDelta=-8 | completionDelta=-2.92% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | confirmatoryCohortWorse=true | standardFamily=COMPLETE_CABIN | confirmatoryCohortFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 8
Scenario seed: 5987859498965562411

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.77%
Blocker-prone seat share (topology component): 76.56%
Aisle-assignment balance: 93.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 722
Passengers seated: 192/192
Average waiting ticks: 309.84
Longest waiting passenger: P6->4H(RIGHT)
Longest waiting ticks: 667

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1286
Maximum occupied tiles: 12
Seat events: 90
Single-blocker events: 17
Multiple-blocker events: 6
Temporary aisle reoccupations: 30

RIGHT AISLE
-----------
Total moves: 1496
Maximum occupied tiles: 11
Seat events: 102
Single-blocker events: 22
Multiple-blocker events: 7
Temporary aisle reoccupations: 37

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 99
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3347
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4372
Total stationary ticks: 62355
Seat-event requests: 198
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 512
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 198\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:58
Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 8
Scenario seed: 5987859498965562411

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 31.77%
Blocker-prone seat share (topology component): 76.56%
Aisle-assignment balance: 93.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 703
Passengers seated: 192/192
Average waiting ticks: 314.03
Longest waiting passenger: P6->4H(RIGHT)
Longest waiting ticks: 682

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1286
Maximum occupied tiles: 13
Seat events: 90
Single-blocker events: 17
Multiple-blocker events: 5
Temporary aisle reoccupations: 28

RIGHT AISLE
-----------
Total moves: 1496
Maximum occupied tiles: 17
Seat events: 102
Single-blocker events: 24
Multiple-blocker events: 7
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 97
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5568
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6322
Total stationary ticks: 65238
Seat-event requests: 196
Failed seat-event starts: 4

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 409
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 4
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 409
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 197\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 08 | standardDataset=192/192 (100.00%) | confirmatoryCohortDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | confirmatoryCohortWorse=false | standardFamily=COMPLETE_CABIN | confirmatoryCohortFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 9
Scenario seed: 7140648722707885309

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.26%
Blocker-prone seat share (topology component): 73.15%
Aisle-assignment balance: 95.37%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 808
Passengers seated: 216/216
Average waiting ticks: 349.20
Longest waiting passenger: P151->29F(LEFT)
Longest waiting ticks: 737

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 51
Regions dissolved: 2
Repeated reconstructions avoided: 51
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1614
Maximum occupied tiles: 12
Seat events: 113
Single-blocker events: 26
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1539
Maximum occupied tiles: 12
Seat events: 103
Single-blocker events: 22
Multiple-blocker events: 9
Temporary aisle reoccupations: 42

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 119
Reservations granted: 119
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4087
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5106
Total stationary ticks: 78919
Seat-event requests: 224
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 487
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 487
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 224\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:58
Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 9
Scenario seed: 7140648722707885309

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 34.26%
Blocker-prone seat share (topology component): 73.15%
Aisle-assignment balance: 95.37%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2267
Passengers seated: 212/216
Average waiting ticks: 359.45
Longest waiting passenger: P195->29D(LEFT)
Longest waiting ticks: 2174

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 2034
Regions dissolved: 1
Repeated reconstructions avoided: 2034
Largest region lifetime: 2016
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2016:occupied=4
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1629
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1610
Maximum occupied tiles: 17
Seat events: 109
Single-blocker events: 23
Multiple-blocker events: 7
Temporary aisle reoccupations: 40

RIGHT AISLE
-----------
Total moves: 1539
Maximum occupied tiles: 16
Seat events: 103
Single-blocker events: 23
Multiple-blocker events: 8
Temporary aisle reoccupations: 42

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1763
Reservations granted: 1763
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6353
Longest unresolved passenger ID: 181
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P151(29F/LEFT) -> P181(30B/LEFT) -> P195(29D/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 151
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 15435
Total stationary ticks: 87327
Seat-event requests: 1867
Failed seat-event starts: 1655

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 195
Critical blocker identity: P195->29D(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 4
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P195(29D/LEFT/WAITING_FOR_SEAT_EVENT)
  P181(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P151(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1654
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 103
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1654
Rear-boundary failures: 1
Middle-bank reservation failures: 0
Active-event deferrals: 1177
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[103]: P103(30E/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P103->30E(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P103{seat=30E,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=174,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 30
Current unavailable yield tiles: 30
Current yield-tile occupants: 103
Final row-event chain: 195|103
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1867\nPrecedence substitutions made: 3\nDependency chains followed: 1651\nBlocked by waiting-row occupant: 1651\nSubstituted events started: 4\nOccupied-space rejections: 1655\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 09 | standardDataset=216/216 (100.00%) | confirmatoryCohortDataset=212/216 (98.15%) | seatedDelta=-4 | completionDelta=-1.85% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | confirmatoryCohortWorse=true | standardFamily=COMPLETE_CABIN | confirmatoryCohortFamily=LINKED_ROW_EVENT_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 10
Scenario seed: -4639142616902254495

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.81%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 97.92%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 697
Passengers seated: 192/192
Average waiting ticks: 306.85
Longest waiting passenger: P149->22C(LEFT)
Longest waiting ticks: 639

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 6
Last cluster decision: LEFT:tiles17-20:occupied=3:anchor=P130:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 20
Regions dissolved: 2
Repeated reconstructions avoided: 20
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1445
Maximum occupied tiles: 11
Seat events: 98
Single-blocker events: 25
Multiple-blocker events: 13
Temporary aisle reoccupations: 52

RIGHT AISLE
-----------
Total moves: 1338
Maximum occupied tiles: 11
Seat events: 94
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 108
Reservations granted: 106
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3566
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4804
Total stationary ticks: 62094
Seat-event requests: 208
Failed seat-event starts: 16

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 534
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 16
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 534
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 209\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:58
Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 10
Scenario seed: -4639142616902254495

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 32.81%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 97.92%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 680
Passengers seated: 192/192
Average waiting ticks: 307.28
Longest waiting passenger: P133->5B(LEFT)
Longest waiting ticks: 664

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1445
Maximum occupied tiles: 17
Seat events: 98
Single-blocker events: 28
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1338
Maximum occupied tiles: 16
Seat events: 94
Single-blocker events: 27
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 118
Reservations granted: 114
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5681
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6526
Total stationary ticks: 63972
Seat-event requests: 207
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 475
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 475
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 211\nPrecedence substitutions made: 5\nDependency chains followed: 18\nBlocked by waiting-row occupant: 18\nSubstituted events started: 5\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 10 | standardDataset=192/192 (100.00%) | confirmatoryCohortDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | confirmatoryCohortWorse=false | standardFamily=COMPLETE_CABIN | confirmatoryCohortFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 11
Scenario seed: 9123245050518735552

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 92.20%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2494
Passengers seated: 270/282
Average waiting ticks: 473.64
Longest waiting passenger: P24->24I(RIGHT)
Longest waiting ticks: 2455

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 12
Cluster candidates evaluated: 8
Executable cluster candidates: 1
Rejected cluster candidates: 7
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 12
Selected release potential total: 7
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1699
Regions dissolved: 1
Repeated reconstructions avoided: 1699
Largest region lifetime: 1651
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1651:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1535
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2077
Maximum occupied tiles: 13
Seat events: 130
Single-blocker events: 42
Multiple-blocker events: 16
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 2286
Maximum occupied tiles: 17
Seat events: 140
Single-blocker events: 40
Multiple-blocker events: 13
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 144
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16374
Longest unresolved passenger ID: 102
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 7
Longest dependency chain: P124(27G/RIGHT) -> P77(32I/RIGHT) -> P133(29G/RIGHT) -> P79(31G/RIGHT) -> P11(31I/RIGHT) -> P102(32E/RIGHT) -> P36(31D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 124
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 25823
Total stationary ticks: 153991
Seat-event requests: 1843
Failed seat-event starts: 1573

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 36
Critical blocker identity: P36->31D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 6
Critical tree size including blocker: 7
Critical tree depth: 7
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P36(31D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P102(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P11(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P79(31G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P133(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P77(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P124(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1520
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1520
Rear-boundary failures: 53
Middle-bank reservation failures: 5
Active-event deferrals: 804
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1847\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 1525\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:58
Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 11
Scenario seed: 9123245050518735552

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 92.20%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2133
Passengers seated: 131/282
Average waiting ticks: 1057.39
Longest waiting passenger: P0->8H(RIGHT)
Longest waiting ticks: 2133

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 35
Cluster candidates evaluated: 50
Executable cluster candidates: 1
Rejected cluster candidates: 49
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 31
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1884
Regions dissolved: 1
Repeated reconstructions avoided: 1884
Largest region lifetime: 1870
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1870:occupied=31
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1781
State changes reopening evaluation: 34
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1874
Maximum occupied tiles: 17
Seat events: 88
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1484
Maximum occupied tiles: 31
Seat events: 43
Single-blocker events: 10
Multiple-blocker events: 1
Temporary aisle reoccupations: 12

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 60
Reservations granted: 60
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 120
Remaining moving in aisle: 28
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 50972
Longest unresolved passenger ID: 0
Longest unresolved row: 8
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 16
Longest dependency chain: P130(13H/RIGHT) -> P219(14D/RIGHT) -> P78(12H/RIGHT) -> P237(13E/RIGHT) -> P274(17F/RIGHT) -> P48(17H/RIGHT) -> P35(14I/RIGHT) -> P98(18G/RIGHT) -> P244(16H/RIGHT) -> P64(12E/RIGHT) -> P159(15H/RIGHT) -> P41(20H/RIGHT) -> P31(16E/RIGHT) -> P247(22I/RIGHT) -> P143(19H/RIGHT) -> P51(16I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 130
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 28
Total blocked ticks: 63262
Total stationary ticks: 354911
Seat-event requests: 1966
Failed seat-event starts: 1835

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 51
Critical blocker identity: P51->16I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 15
Critical tree size including blocker: 16
Critical tree depth: 16
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 31
Unresolved outside passengers: 120
Unresolved internal passengers outside critical tree: 15
Critical blocker tree:
P51(16I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P143(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P247(22I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P31(16E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P41(20H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P159(15H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P64(12E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P244(16H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P98(18G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P35(14I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P48(17H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P274(17F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P237(13E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P78(12H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P219(14D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P130(13H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1816
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 17
Critical blocker unavailable yield tiles: 17
Critical blocker yield-tile occupants: 10
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1816
Rear-boundary failures: 19
Middle-bank reservation failures: 0
Active-event deferrals: 375
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 8
Yield-occupant trace: yieldOccupant[10]: P10(21G/RIGHT/MOVING_IN_AISLE@tile17) -> P140(19F/RIGHT/MOVING_IN_AISLE@tile18) -> P99(21D/RIGHT/MOVING_IN_AISLE@tile19) -> P39(26D/RIGHT/MOVING_IN_AISLE@tile20) -> P268(32F/RIGHT/MOVING_IN_AISLE@tile21) -> P220(25G/RIGHT/MOVING_IN_AISLE@tile22) -> P185(32D/RIGHT/MOVING_IN_AISLE@tile23) -> P24(24I/RIGHT/WAITING_AT_ROW@tile24) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P24->24I(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P10{seat=21G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=17,directBlocker=140,lastMoveTick=318,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 17
Current unavailable yield tiles: 17
Current yield-tile occupants: 10
Final row-event chain: 51|10|140|99|39|268|220|185|24
Final row-event chain length: 9
Distinct row events in chain: 9
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1965\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 1839\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 11 | standardDataset=270/282 (95.74%) | confirmatoryCohortDataset=131/282 (46.45%) | seatedDelta=-139 | completionDelta=-49.29% | outsideDelta=+120 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | confirmatoryCohortWorse=true | standardFamily=REAR_BOUNDARY_LOCK | confirmatoryCohortFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 12
Scenario seed: -1434714116839518672

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.74%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2303
Passengers seated: 225/235
Average waiting ticks: 409.68
Longest waiting passenger: P152->16G(RIGHT)
Longest waiting ticks: 2303

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 2
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 6
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1506
Regions dissolved: 0
Repeated reconstructions avoided: 1506
Largest region lifetime: 1507
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1507:occupied=6
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1498
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1538
Maximum occupied tiles: 13
Seat events: 111
Single-blocker events: 26
Multiple-blocker events: 11
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1747
Maximum occupied tiles: 12
Seat events: 114
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 47

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1620
Reservations granted: 1620
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 1
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 9530
Longest unresolved passenger ID: 152
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 6
Longest dependency chain: P133(17E/RIGHT) -> P153(17G/RIGHT) -> P205(24C/RIGHT) -> P9(19H/RIGHT) -> P76(26E/RIGHT) -> P67(6C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 133
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 18945
Total stationary ticks: 109018
Seat-event requests: 1734
Failed seat-event starts: 1509

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 67
Critical blocker identity: P67->6C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 5
Critical tree size including blocker: 6
Critical tree depth: 6
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 1
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P67(6C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P76(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P9(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P205(24C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P153(17G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P133(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1509
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 7|8|9
Critical blocker unavailable yield tiles: 9
Critical blocker yield-tile occupants: 204
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1509
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 513
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[204]: P204(25F/RIGHT/MOVING_IN_AISLE@tile9) -> P122(10C/RIGHT/WAITING_AT_ROW@tile10) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P122->10C(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P204{seat=25F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=9,directBlocker=122,lastMoveTick=791,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 7|8|9
Current unavailable yield tiles: 9
Current yield-tile occupants: 204
Final row-event chain: 67|204|122
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 1513\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:58
Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 12
Scenario seed: -1434714116839518672

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.74%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 1983
Passengers seated: 83/235
Average waiting ticks: 1125.42
Longest waiting passenger: P0->11D(LEFT)
Longest waiting ticks: 1983

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 33
Cluster candidates evaluated: 61
Executable cluster candidates: 0
Rejected cluster candidates: 61
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 30
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1860
Regions dissolved: 0
Repeated reconstructions avoided: 1860
Largest region lifetime: 1861
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1861:occupied=30
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1804
State changes reopening evaluation: 32
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1318
Maximum occupied tiles: 16
Seat events: 66
Single-blocker events: 15
Multiple-blocker events: 2
Temporary aisle reoccupations: 19

RIGHT AISLE
-----------
Total moves: 848
Maximum occupied tiles: 30
Seat events: 17
Single-blocker events: 4
Multiple-blocker events: 0
Temporary aisle reoccupations: 4

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1877
Reservations granted: 1877
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 122
Remaining moving in aisle: 27
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 49234
Longest unresolved passenger ID: 0
Longest unresolved row: 11
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 26
Longest dependency chain: P132(20D/RIGHT) -> P189(19D/RIGHT) -> P128(17D/RIGHT) -> P40(15E/RIGHT) -> P192(19C/RIGHT) -> P221(16D/RIGHT) -> P195(14G/RIGHT) -> P205(24C/RIGHT) -> P76(26E/RIGHT) -> P204(25F/RIGHT) -> P144(23H/RIGHT) -> P80(25C/RIGHT) -> P101(24H/RIGHT) -> P200(22F/RIGHT) -> P181(28E/RIGHT) -> P46(22E/RIGHT) -> P39(24D/RIGHT) -> P64(27F/RIGHT) -> P19(24F/RIGHT) -> P142(29H/RIGHT) -> P201(23G/RIGHT) -> P194(26G/RIGHT) -> P17(26H/RIGHT) -> P22(29C/RIGHT) -> P150(28G/RIGHT) -> P138(26D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 132
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 27
Total blocked ticks: 58653
Total stationary ticks: 317029
Seat-event requests: 1927
Failed seat-event starts: 1844

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 138
Critical blocker identity: P138->26D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 25
Critical tree size including blocker: 26
Critical tree depth: 26
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 30
Unresolved outside passengers: 122
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P138(26D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P150(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P22(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P17(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P194(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P201(23G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P142(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P19(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P64(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P39(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P46(22E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P181(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P200(22F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P101(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P80(25C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P144(23H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P204(25F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P76(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P205(24C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P195(14G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P221(16D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P192(19C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P40(15E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P128(17D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P189(19D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P132(20D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1837
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 27
Critical blocker unavailable yield tiles: 27
Critical blocker yield-tile occupants: 56
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 3
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1837
Rear-boundary failures: 7
Middle-bank reservation failures: 0
Active-event deferrals: 174
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[56]: P56(27H/RIGHT/WAITING_AT_ROW@tile27) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P56->27H(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P56{seat=27H,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=27,directBlocker=-1,lastMoveTick=126,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 27
Current unavailable yield tiles: 27
Current yield-tile occupants: 56
Final row-event chain: 138|56
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1927\nPrecedence substitutions made: 1\nDependency chains followed: 1834\nBlocked by waiting-row occupant: 1834\nSubstituted events started: 1\nOccupied-space rejections: 7368\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 12 | standardDataset=225/235 (95.74%) | confirmatoryCohortDataset=83/235 (35.32%) | seatedDelta=-142 | completionDelta=-60.43% | outsideDelta=+121 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | confirmatoryCohortWorse=true | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | confirmatoryCohortFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 13
Scenario seed: 7696226853648624445

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 59.65%
Aisle-assignment balance: 94.74%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1267
Passengers seated: 342/342
Average waiting ticks: 562.98
Longest waiting passenger: P1->23E(LEFT)
Longest waiting ticks: 1201

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 48
Regions dissolved: 3
Repeated reconstructions avoided: 48
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=23
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3204
Maximum occupied tiles: 14
Seat events: 180
Single-blocker events: 52
Multiple-blocker events: 25
Temporary aisle reoccupations: 106

RIGHT AISLE
-----------
Total moves: 2845
Maximum occupied tiles: 13
Seat events: 162
Single-blocker events: 41
Multiple-blocker events: 29
Temporary aisle reoccupations: 105

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 156
Reservations granted: 154
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7845
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9443
Total stationary ticks: 199282
Seat-event requests: 358
Failed seat-event starts: 16

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 766
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 16
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 766
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 360\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:58
Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 13
Scenario seed: 7696226853648624445

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 59.65%
Aisle-assignment balance: 94.74%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1254
Passengers seated: 342/342
Average waiting ticks: 568.77
Longest waiting passenger: P183->9G(LEFT)
Longest waiting ticks: 1218

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: LEFT:tiles1-5:occupied=5:anchor=P309:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 51
Regions dissolved: 2
Repeated reconstructions avoided: 51
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=23
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3204
Maximum occupied tiles: 20
Seat events: 180
Single-blocker events: 53
Multiple-blocker events: 28
Temporary aisle reoccupations: 114

RIGHT AISLE
-----------
Total moves: 2845
Maximum occupied tiles: 19
Seat events: 162
Single-blocker events: 39
Multiple-blocker events: 26
Temporary aisle reoccupations: 97

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 152
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 12555
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 14162
Total stationary ticks: 205943
Seat-event requests: 362
Failed seat-event starts: 20

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 787
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 787
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 368\nPrecedence substitutions made: 9\nDependency chains followed: 10\nBlocked by waiting-row occupant: 10\nSubstituted events started: 11\nOccupied-space rejections: 33\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 13 | standardDataset=342/342 (100.00%) | confirmatoryCohortDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | confirmatoryCohortWorse=false | standardFamily=COMPLETE_CABIN | confirmatoryCohortFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 14
Scenario seed: 287374858204591444

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.82%
Blocker-prone seat share (topology component): 67.57%
Aisle-assignment balance: 96.53%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 954
Passengers seated: 259/259
Average waiting ticks: 431.82
Longest waiting passenger: P123->9C(LEFT)
Longest waiting ticks: 913

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2026
Maximum occupied tiles: 10
Seat events: 134
Single-blocker events: 29
Multiple-blocker events: 19
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2033
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 34
Multiple-blocker events: 8
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 89
Reservations granted: 86
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4974
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5984
Total stationary ticks: 115920
Seat-event requests: 265
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 547
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 547
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 268\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:58
Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 14
Scenario seed: 287374858204591444

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 32.82%
Blocker-prone seat share (topology component): 67.57%
Aisle-assignment balance: 96.53%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 945
Passengers seated: 259/259
Average waiting ticks: 427.85
Longest waiting passenger: P123->9C(LEFT)
Longest waiting ticks: 925

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles25-28:occupied=3:anchor=P43:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 22
Regions dissolved: 1
Repeated reconstructions avoided: 22
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=23
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2026
Maximum occupied tiles: 18
Seat events: 134
Single-blocker events: 31
Multiple-blocker events: 18
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2033
Maximum occupied tiles: 17
Seat events: 125
Single-blocker events: 34
Multiple-blocker events: 8
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 94
Reservations granted: 86
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8468
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9479
Total stationary ticks: 118375
Seat-event requests: 272
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 534
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 534
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 279\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 14 | standardDataset=259/259 (100.00%) | confirmatoryCohortDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | confirmatoryCohortWorse=false | standardFamily=COMPLETE_CABIN | confirmatoryCohortFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 15
Scenario seed: -3331492774947506373

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.09%
Blocker-prone seat share (topology component): 59.57%
Aisle-assignment balance: 97.53%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1183
Passengers seated: 324/324
Average waiting ticks: 542.25
Longest waiting passenger: P132->4E(LEFT)
Longest waiting ticks: 1114

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 4
Cluster candidates evaluated: 3
Executable cluster candidates: 1
Rejected cluster candidates: 2
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 84
Regions dissolved: 3
Repeated reconstructions avoided: 84
Largest region lifetime: 40
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=28
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2764
Maximum occupied tiles: 14
Seat events: 166
Single-blocker events: 52
Multiple-blocker events: 23
Temporary aisle reoccupations: 100

RIGHT AISLE
-----------
Total moves: 2817
Maximum occupied tiles: 15
Seat events: 158
Single-blocker events: 37
Multiple-blocker events: 29
Temporary aisle reoccupations: 102

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 151
Reservations granted: 148
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6380
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8094
Total stationary ticks: 180963
Seat-event requests: 350
Failed seat-event starts: 26

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 915
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 25
Rear-boundary failures: 1
Middle-bank reservation failures: 3
Active-event deferrals: 915
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 352\nPrecedence substitutions made: 3\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 4\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:58
Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 15
Scenario seed: -3331492774947506373

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 28.09%
Blocker-prone seat share (topology component): 59.57%
Aisle-assignment balance: 97.53%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2655
Passengers seated: 317/324
Average waiting ticks: 554.11
Longest waiting passenger: P30->34B(LEFT)
Longest waiting ticks: 2561

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 6
Cluster candidates evaluated: 16
Executable cluster candidates: 4
Rejected cluster candidates: 12
Cluster selections: 3
Cluster-selected events started: 3
Largest detected cluster: 7
Selected release potential total: 11
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 2421
Regions dissolved: 3
Repeated reconstructions avoided: 2421
Largest region lifetime: 2355
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=2355:occupied=7
Confirmation deferral ticks: 7
Regions reaching confirmation: 3
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1726
State changes reopening evaluation: 5
Region priority competitions: 2
Regions ranked: 4
Hierarchical selections: 2
Lower-priority evaluations deferred: 1
Highest selected priority score: 7729
Left/right priority wins: 2/0
Priority ties: 0
Last priority decision: LEFT:R2:score=7729 | RIGHT:R3:score=4410 | selected=LEFT

LEFT AISLE
----------
Total moves: 2753
Maximum occupied tiles: 20
Seat events: 159
Single-blocker events: 47
Multiple-blocker events: 21
Temporary aisle reoccupations: 93

RIGHT AISLE
-----------
Total moves: 2817
Maximum occupied tiles: 20
Seat events: 158
Single-blocker events: 36
Multiple-blocker events: 29
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 141
Reservations granted: 136
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 10980
Longest unresolved passenger ID: 165
Longest unresolved row: 35
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P317(33F/LEFT) -> P201(33A/LEFT) -> P17(36E/LEFT) -> P165(35A/LEFT) -> P30(34B/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 317
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 28925
Total stationary ticks: 198787
Seat-event requests: 2073
Failed seat-event starts: 1756

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 30
Critical blocker identity: P30->34B(LEFT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 7
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P30(34B/LEFT/WAITING_FOR_SEAT_EVENT)
  P165(35A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P17(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P201(33A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P317(33F/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 2247
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 35
Critical blocker unavailable yield tiles: 35
Critical blocker yield-tile occupants: 232
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 3
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1755
Rear-boundary failures: 1
Middle-bank reservation failures: 5
Active-event deferrals: 2247
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[232]: P232(35B/LEFT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P232->35B(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P232{seat=35B,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=288,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 35
Current unavailable yield tiles: 35
Current yield-tile occupants: 232
Final row-event chain: 30|232
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2075\nPrecedence substitutions made: 4\nDependency chains followed: 1740\nBlocked by waiting-row occupant: 3475\nSubstituted events started: 9\nOccupied-space rejections: 7105\nMaximum scheduling-chain depth: 3\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 15 | standardDataset=324/324 (100.00%) | confirmatoryCohortDataset=317/324 (97.84%) | seatedDelta=-7 | completionDelta=-2.16% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=3 | clusterStarts=3 | convertedToSuccess=false | confirmatoryCohortWorse=true | standardFamily=COMPLETE_CABIN | confirmatoryCohortFamily=LINKED_ROW_EVENT_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 16
Scenario seed: 8970029813061739148

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.38%
Blocker-prone seat share (topology component): 75.52%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 675
Passengers seated: 192/192
Average waiting ticks: 307.57
Longest waiting passenger: P181->4E(RIGHT)
Longest waiting ticks: 641

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 4
Regions dissolved: 1
Repeated reconstructions avoided: 4
Largest region lifetime: 5
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1381
Maximum occupied tiles: 14
Seat events: 96
Single-blocker events: 19
Multiple-blocker events: 5
Temporary aisle reoccupations: 32

RIGHT AISLE
-----------
Total moves: 1434
Maximum occupied tiles: 13
Seat events: 96
Single-blocker events: 24
Multiple-blocker events: 10
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 99
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3651
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4556
Total stationary ticks: 62139
Seat-event requests: 198
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 473
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 473
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 198\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:58
Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 16
Scenario seed: 8970029813061739148

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 34.38%
Blocker-prone seat share (topology component): 75.52%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 669
Passengers seated: 192/192
Average waiting ticks: 304.77
Longest waiting passenger: P163->7A(LEFT)
Longest waiting ticks: 650

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R4:age=2:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 66
Regions dissolved: 4
Repeated reconstructions avoided: 66
Largest region lifetime: 29
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=29
Confirmation deferral ticks: 5
Regions reaching confirmation: 0
Regions dissolved before confirmation: 4
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1381
Maximum occupied tiles: 17
Seat events: 96
Single-blocker events: 20
Multiple-blocker events: 5
Temporary aisle reoccupations: 33

RIGHT AISLE
-----------
Total moves: 1434
Maximum occupied tiles: 17
Seat events: 96
Single-blocker events: 27
Multiple-blocker events: 8
Temporary aisle reoccupations: 45

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 112
Reservations granted: 104
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6056
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6911
Total stationary ticks: 64006
Seat-event requests: 203
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 411
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 411
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 211\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 16 | standardDataset=192/192 (100.00%) | confirmatoryCohortDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | confirmatoryCohortWorse=false | standardFamily=COMPLETE_CABIN | confirmatoryCohortFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 17
Scenario seed: 3184604032099438634

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 74.56%
Aisle-assignment balance: 93.86%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 860
Passengers seated: 228/228
Average waiting ticks: 371.64
Longest waiting passenger: P46->28G(RIGHT)
Longest waiting ticks: 801

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 27
Regions dissolved: 1
Repeated reconstructions avoided: 27
Largest region lifetime: 28
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=28
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1552
Maximum occupied tiles: 13
Seat events: 107
Single-blocker events: 23
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1720
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 122
Reservations granted: 122
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4107
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5365
Total stationary ticks: 88256
Seat-event requests: 236
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 625
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 625
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 236\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:58
Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 17
Scenario seed: 3184604032099438634

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 74.56%
Aisle-assignment balance: 93.86%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 835
Passengers seated: 228/228
Average waiting ticks: 370.70
Longest waiting passenger: P171->4F(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 5
Clusters detected: 5
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles1-6:occupied=5:anchor=P206:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 5
Region updates: 79
Regions dissolved: 5
Repeated reconstructions avoided: 79
Largest region lifetime: 24
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R5:lifetime=24
Confirmation deferral ticks: 6
Regions reaching confirmation: 1
Regions dissolved before confirmation: 4
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1552
Maximum occupied tiles: 17
Seat events: 107
Single-blocker events: 22
Multiple-blocker events: 9
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1720
Maximum occupied tiles: 18
Seat events: 121
Single-blocker events: 29
Multiple-blocker events: 9
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 130
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7110
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7997
Total stationary ticks: 90885
Seat-event requests: 244
Failed seat-event starts: 16

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 447
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 16
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 447
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 17 | standardDataset=228/228 (100.00%) | confirmatoryCohortDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=5 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | confirmatoryCohortWorse=false | standardFamily=COMPLETE_CABIN | confirmatoryCohortFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 18
Scenario seed: 3120322730829782475

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.43%
Blocker-prone seat share (topology component): 60.13%
Aisle-assignment balance: 94.77%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1156
Passengers seated: 306/306
Average waiting ticks: 513.90
Longest waiting passenger: P231->18H(RIGHT)
Longest waiting ticks: 1102

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2475
Maximum occupied tiles: 14
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 16
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2744
Maximum occupied tiles: 12
Seat events: 161
Single-blocker events: 42
Multiple-blocker events: 21
Temporary aisle reoccupations: 88

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 136
Reservations granted: 136
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6095
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7295
Total stationary ticks: 162230
Seat-event requests: 320
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 655
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 655
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 320\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:58
Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 18
Scenario seed: 3120322730829782475

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 28.43%
Blocker-prone seat share (topology component): 60.13%
Aisle-assignment balance: 94.77%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2644
Passengers seated: 290/306
Average waiting ticks: 599.97
Longest waiting passenger: P4->9F(LEFT)
Longest waiting ticks: 2644

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 4
Last cluster decision: RIGHT:tiles8-10:occupied=3:anchor=P287:selected=P212:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 43
Regions dissolved: 3
Repeated reconstructions avoided: 43
Largest region lifetime: 24
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=9
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2392
Maximum occupied tiles: 19
Seat events: 129
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 2744
Maximum occupied tiles: 18
Seat events: 161
Single-blocker events: 43
Multiple-blocker events: 20
Temporary aisle reoccupations: 86

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1847
Reservations granted: 1842
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 12
Remaining moving in aisle: 1
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 9890
Longest unresolved passenger ID: 4
Longest unresolved row: 9
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P209(12F/LEFT) -> P192(5C/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 209
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 17898
Total stationary ticks: 194163
Seat-event requests: 2023
Failed seat-event starts: 1733

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 192
Critical blocker identity: P192->5C(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 4
Unresolved outside passengers: 12
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P192(5C/LEFT/WAITING_FOR_SEAT_EVENT)
  P209(12F/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1733
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1733
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 605
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2026\nPrecedence substitutions made: 7\nDependency chains followed: 10\nBlocked by waiting-row occupant: 10\nSubstituted events started: 11\nOccupied-space rejections: 1752\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 18 | standardDataset=306/306 (100.00%) | confirmatoryCohortDataset=290/306 (94.77%) | seatedDelta=-16 | completionDelta=-5.23% | outsideDelta=+12 | clustersDetected=3 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | confirmatoryCohortWorse=true | standardFamily=COMPLETE_CABIN | confirmatoryCohortFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 19
Scenario seed: -1051365898326392422

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.04%
Blocker-prone seat share (topology component): 65.65%
Aisle-assignment balance: 98.26%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 821
Passengers seated: 230/230
Average waiting ticks: 371.58
Longest waiting passenger: P130->6H(RIGHT)
Longest waiting ticks: 768

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1771
Maximum occupied tiles: 12
Seat events: 113
Single-blocker events: 13
Multiple-blocker events: 7
Temporary aisle reoccupations: 27

RIGHT AISLE
-----------
Total moves: 1764
Maximum occupied tiles: 13
Seat events: 117
Single-blocker events: 35
Multiple-blocker events: 8
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 92
Reservations granted: 84
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4657
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5790
Total stationary ticks: 89533
Seat-event requests: 235
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 544
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 544
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:58
Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 19
Scenario seed: -1051365898326392422

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 33.04%
Blocker-prone seat share (topology component): 65.65%
Aisle-assignment balance: 98.26%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 815
Passengers seated: 230/230
Average waiting ticks: 370.95
Longest waiting passenger: P149->8G(RIGHT)
Longest waiting ticks: 793

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1771
Maximum occupied tiles: 16
Seat events: 113
Single-blocker events: 13
Multiple-blocker events: 7
Temporary aisle reoccupations: 27

RIGHT AISLE
-----------
Total moves: 1764
Maximum occupied tiles: 17
Seat events: 117
Single-blocker events: 35
Multiple-blocker events: 8
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 93
Reservations granted: 85
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7265
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8200
Total stationary ticks: 91873
Seat-event requests: 236
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 476
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 476
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 19 | standardDataset=230/230 (100.00%) | confirmatoryCohortDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | confirmatoryCohortWorse=false | standardFamily=COMPLETE_CABIN | confirmatoryCohortFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 20
Scenario seed: -1169396298556200010

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 29.80%
Blocker-prone seat share (topology component): 65.31%
Aisle-assignment balance: 96.33%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 906
Passengers seated: 245/245
Average waiting ticks: 398.45
Longest waiting passenger: P186->32E(RIGHT)
Longest waiting ticks: 847

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:tiles10-13:occupied=3:anchor=P242:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 13
Regions dissolved: 1
Repeated reconstructions avoided: 13
Largest region lifetime: 14
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=14
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1773
Maximum occupied tiles: 11
Seat events: 118
Single-blocker events: 31
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

RIGHT AISLE
-----------
Total moves: 1904
Maximum occupied tiles: 11
Seat events: 127
Single-blocker events: 32
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 89
Reservations granted: 89
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4534
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5456
Total stationary ticks: 101373
Seat-event requests: 255
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 435
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 435
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 254\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:58
Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 20
Scenario seed: -1169396298556200010

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 29.80%
Blocker-prone seat share (topology component): 65.31%
Aisle-assignment balance: 96.33%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2368
Passengers seated: 241/245
Average waiting ticks: 407.16
Longest waiting passenger: P79->31D(RIGHT)
Longest waiting ticks: 2277

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 7
Regions dissolved: 1
Repeated reconstructions avoided: 7
Largest region lifetime: 8
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=8
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1772
Maximum occupied tiles: 16
Seat events: 116
Single-blocker events: 29
Multiple-blocker events: 11
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 1902
Maximum occupied tiles: 17
Seat events: 125
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1725
Reservations granted: 1724
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7512
Longest unresolved passenger ID: 118
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P118(32C/LEFT) -> P201(32A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 118
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 16783
Total stationary ticks: 110652
Seat-event requests: 3585
Failed seat-event starts: 3344

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 79
Critical blocker identity: P79->31D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 4
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P79(31D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P186(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 3336
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 8
Rear-boundary failures: 3336
Middle-bank reservation failures: 1
Active-event deferrals: 1121
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3586\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 20 | standardDataset=245/245 (100.00%) | confirmatoryCohortDataset=241/245 (98.37%) | seatedDelta=-4 | completionDelta=-1.63% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | confirmatoryCohortWorse=true | standardFamily=COMPLETE_CABIN | confirmatoryCohortFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 21
Scenario seed: -5845335927644343041

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.43%
Blocker-prone seat share (topology component): 69.57%
Aisle-assignment balance: 98.26%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 815
Passengers seated: 230/230
Average waiting ticks: 371.47
Longest waiting passenger: P7->2E(LEFT)
Longest waiting ticks: 763

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 3
Executable cluster candidates: 3
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: RIGHT:tiles13-16:occupied=4:anchor=P120:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 34
Regions dissolved: 1
Repeated reconstructions avoided: 34
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=35
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1791
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 34
Multiple-blocker events: 4
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1688
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 36
Multiple-blocker events: 7
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 87
Reservations granted: 85
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4386
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5681
Total stationary ticks: 89287
Seat-event requests: 237
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 616
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 616
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 237\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 4\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:58
Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 21
Scenario seed: -5845335927644343041

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 30.43%
Blocker-prone seat share (topology component): 69.57%
Aisle-assignment balance: 98.26%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 812
Passengers seated: 230/230
Average waiting ticks: 374.62
Longest waiting passenger: P7->2E(LEFT)
Longest waiting ticks: 793

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles19-21:occupied=3:anchor=P211:selected=P33:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 25
Regions dissolved: 1
Repeated reconstructions avoided: 25
Largest region lifetime: 26
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=26
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1791
Maximum occupied tiles: 17
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 6
Temporary aisle reoccupations: 44

RIGHT AISLE
-----------
Total moves: 1688
Maximum occupied tiles: 17
Seat events: 113
Single-blocker events: 38
Multiple-blocker events: 5
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 83
Reservations granted: 81
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6996
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7956
Total stationary ticks: 92424
Seat-event requests: 235
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 501
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 501
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 236\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 21 | standardDataset=230/230 (100.00%) | confirmatoryCohortDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | confirmatoryCohortWorse=false | standardFamily=COMPLETE_CABIN | confirmatoryCohortFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 22
Scenario seed: 5901802720867875714

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.08%
Blocker-prone seat share (topology component): 58.68%
Aisle-assignment balance: 91.67%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2628
Passengers seated: 271/288
Average waiting ticks: 501.86
Longest waiting passenger: P233->22B(LEFT)
Longest waiting ticks: 2596

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 18
Cluster candidates evaluated: 22
Executable cluster candidates: 0
Rejected cluster candidates: 22
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 17
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2346
Regions dissolved: 0
Repeated reconstructions avoided: 2346
Largest region lifetime: 2347
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2347:occupied=17
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1931
State changes reopening evaluation: 17
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2236
Maximum occupied tiles: 21
Seat events: 115
Single-blocker events: 25
Multiple-blocker events: 12
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 2775
Maximum occupied tiles: 12
Seat events: 156
Single-blocker events: 43
Multiple-blocker events: 18
Temporary aisle reoccupations: 80

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 123
Reservations granted: 123
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 14
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 26853
Longest unresolved passenger ID: 285
Longest unresolved row: 35
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 13
Longest dependency chain: P157(29B/LEFT) -> P224(26G/LEFT) -> P193(28A/LEFT) -> P83(29F/LEFT) -> P29(32F/LEFT) -> P46(36G/LEFT) -> P152(36E/LEFT) -> P135(34B/LEFT) -> P139(34A/LEFT) -> P245(33A/LEFT) -> P63(34C/LEFT) -> P285(35D/LEFT) -> P68(35B/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 157
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 14
Total blocked ticks: 39581
Total stationary ticks: 175761
Seat-event requests: 2241
Failed seat-event starts: 1970

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 68
Critical blocker identity: P68->35B(LEFT)
Direct fan-out: 1
Total indirect descendants: 12
Critical tree size including blocker: 13
Critical tree depth: 13
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 17
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P68(35B/LEFT/WAITING_FOR_SEAT_EVENT)
  P285(35D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P63(34C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P245(33A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P139(34A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P135(34B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P152(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P46(36G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P29(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P83(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P193(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P224(26G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P157(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1969
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 1
Critical blocker required yield tiles: 36
Critical blocker unavailable yield tiles: 36
Critical blocker yield-tile occupants: 24
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 3
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1969
Rear-boundary failures: 1
Middle-bank reservation failures: 0
Active-event deferrals: 1081
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[24]: P24(36A/LEFT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P24->36A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: P24{seat=36A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=266,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 36
Current unavailable yield tiles: 36
Current yield-tile occupants: 24
Final row-event chain: 68|24
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2241\nPrecedence substitutions made: 1\nDependency chains followed: 193\nBlocked by waiting-row occupant: 193\nSubstituted events started: 1\nOccupied-space rejections: 1974\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:58
Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 22
Scenario seed: 5901802720867875714

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 27.08%
Blocker-prone seat share (topology component): 58.68%
Aisle-assignment balance: 91.67%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2249
Passengers seated: 130/288
Average waiting ticks: 1120.38
Longest waiting passenger: P0->10I(RIGHT)
Longest waiting ticks: 2249

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 53
Cluster candidates evaluated: 53
Executable cluster candidates: 0
Rejected cluster candidates: 53
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 36
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2110
Regions dissolved: 0
Repeated reconstructions avoided: 2110
Largest region lifetime: 2111
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2111:occupied=36
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1982
State changes reopening evaluation: 52
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1425
Maximum occupied tiles: 36
Seat events: 28
Single-blocker events: 4
Multiple-blocker events: 1
Temporary aisle reoccupations: 6

RIGHT AISLE
-----------
Total moves: 2456
Maximum occupied tiles: 19
Seat events: 102
Single-blocker events: 28
Multiple-blocker events: 6
Temporary aisle reoccupations: 40

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 56
Reservations granted: 56
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 122
Remaining moving in aisle: 34
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 66543
Longest unresolved passenger ID: 0
Longest unresolved row: 10
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 35
Longest dependency chain: P255(23B/LEFT) -> P8(18G/LEFT) -> P271(20E/LEFT) -> P92(22G/LEFT) -> P253(17B/LEFT) -> P241(19F/LEFT) -> P169(22C/LEFT) -> P257(19B/LEFT) -> P184(21E/LEFT) -> P275(15E/LEFT) -> P199(21D/LEFT) -> P176(14C/LEFT) -> P229(24C/LEFT) -> P235(24D/LEFT) -> P81(25E/LEFT) -> P49(22A/LEFT) -> P43(21C/LEFT) -> P204(24G/LEFT) -> P180(23C/LEFT) -> P202(25F/LEFT) -> P9(36C/LEFT) -> P166(26C/LEFT) -> P157(29B/LEFT) -> P224(26G/LEFT) -> P193(28A/LEFT) -> P83(29F/LEFT) -> P29(32F/LEFT) -> P46(36G/LEFT) -> P152(36E/LEFT) -> P135(34B/LEFT) -> P139(34A/LEFT) -> P245(33A/LEFT) -> P63(34C/LEFT) -> P285(35D/LEFT) -> P68(35B/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 255
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 34
Total blocked ticks: 77700
Total stationary ticks: 395245
Seat-event requests: 2171
Failed seat-event starts: 2041

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 68
Critical blocker identity: P68->35B(LEFT)
Direct fan-out: 1
Total indirect descendants: 34
Critical tree size including blocker: 35
Critical tree depth: 35
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 36
Unresolved outside passengers: 122
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P68(35B/LEFT/WAITING_FOR_SEAT_EVENT)
  P285(35D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P63(34C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P245(33A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P139(34A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P135(34B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P152(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P46(36G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P29(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P83(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P193(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P224(26G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P157(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P166(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P9(36C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P202(25F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P180(23C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P204(24G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P43(21C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P49(22A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P81(25E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P235(24D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P229(24C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P176(14C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                P199(21D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P275(15E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P184(21E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P257(19B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P169(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                          P241(19F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                            P253(17B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                              P92(22G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                                P271(20E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                                  P8(18G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                                    P255(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 2040
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 36
Critical blocker unavailable yield tiles: 36
Critical blocker yield-tile occupants: 24
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 2040
Rear-boundary failures: 1
Middle-bank reservation failures: 0
Active-event deferrals: 364
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[24]: P24(36A/LEFT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P24->36A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P24{seat=36A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=131,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 36
Current unavailable yield tiles: 36
Current yield-tile occupants: 24
Final row-event chain: 68|24
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2171\nPrecedence substitutions made: 2\nDependency chains followed: 2039\nBlocked by waiting-row occupant: 2039\nSubstituted events started: 2\nOccupied-space rejections: 2042\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 22 | standardDataset=271/288 (94.10%) | confirmatoryCohortDataset=130/288 (45.14%) | seatedDelta=-141 | completionDelta=-48.96% | outsideDelta=+122 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | confirmatoryCohortWorse=true | standardFamily=LINKED_ROW_EVENT_CHAIN | confirmatoryCohortFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 23
Scenario seed: -5886756800942795092

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.61%
Blocker-prone seat share (topology component): 67.39%
Aisle-assignment balance: 97.39%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 844
Passengers seated: 230/230
Average waiting ticks: 385.89
Longest waiting passenger: P166->14H(RIGHT)
Longest waiting ticks: 818

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles9-12:occupied=3:anchor=P84:selected=P226:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1724
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1674
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 26
Multiple-blocker events: 11
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 75
Reservations granted: 74
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3907
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4803
Total stationary ticks: 91882
Seat-event requests: 240
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 490
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 490
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 240\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:58
Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 23
Scenario seed: -5886756800942795092

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 32.61%
Blocker-prone seat share (topology component): 67.39%
Aisle-assignment balance: 97.39%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 852
Passengers seated: 230/230
Average waiting ticks: 390.26
Longest waiting passenger: P92->11G(RIGHT)
Longest waiting ticks: 830

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1724
Maximum occupied tiles: 16
Seat events: 112
Single-blocker events: 31
Multiple-blocker events: 7
Temporary aisle reoccupations: 45

RIGHT AISLE
-----------
Total moves: 1674
Maximum occupied tiles: 16
Seat events: 118
Single-blocker events: 25
Multiple-blocker events: 10
Temporary aisle reoccupations: 45

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 83
Reservations granted: 75
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6389
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7239
Total stationary ticks: 95317
Seat-event requests: 236
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 473
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 473
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 7\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 23 | standardDataset=230/230 (100.00%) | confirmatoryCohortDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | confirmatoryCohortWorse=false | standardFamily=COMPLETE_CABIN | confirmatoryCohortFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 24
Scenario seed: -8002946322880410004

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 881
Passengers seated: 235/235
Average waiting ticks: 383.40
Longest waiting passenger: P13->10A(LEFT)
Longest waiting ticks: 823

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 12
Seat events: 124
Single-blocker events: 31
Multiple-blocker events: 16
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 1587
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 136
Reservations granted: 128
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4518
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5711
Total stationary ticks: 93972
Seat-event requests: 245
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 555
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 555
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 253\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:58
Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 24
Scenario seed: -8002946322880410004

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 383.82
Longest waiting passenger: P13->10A(LEFT)
Longest waiting ticks: 847

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 6
Selected release potential total: 7
Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 44
Regions dissolved: 3
Repeated reconstructions avoided: 44
Largest region lifetime: 28
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=8
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 18
Seat events: 124
Single-blocker events: 30
Multiple-blocker events: 18
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 1587
Maximum occupied tiles: 16
Seat events: 111
Single-blocker events: 32
Multiple-blocker events: 7
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 135
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7005
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7901
Total stationary ticks: 96346
Seat-event requests: 252
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 480
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 480
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 25\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 24 | standardDataset=235/235 (100.00%) | confirmatoryCohortDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | confirmatoryCohortWorse=false | standardFamily=COMPLETE_CABIN | confirmatoryCohortFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 25
Scenario seed: -6793887463250987477

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.38%
Aisle-assignment balance: 95.74%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2527
Passengers seated: 276/282
Average waiting ticks: 487.17
Longest waiting passenger: P197->31D(RIGHT)
Longest waiting ticks: 2476

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 3
Executable cluster candidates: 1
Rejected cluster candidates: 2
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1565
Regions dissolved: 1
Repeated reconstructions avoided: 1565
Largest region lifetime: 1558
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1558:occupied=6
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1524
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2082
Maximum occupied tiles: 13
Seat events: 135
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2295
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 36
Multiple-blocker events: 11
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1672
Reservations granted: 1672
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 6510
Longest unresolved passenger ID: 217
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P249(30F/RIGHT) -> P22(30H/RIGHT) -> P61(30D/RIGHT) -> P208(31F/RIGHT) -> P197(31D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 249
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 15659
Total stationary ticks: 147571
Seat-event requests: 1864
Failed seat-event starts: 1588

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 197
Critical blocker identity: P197->31D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P197(31D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P208(31F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P61(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P22(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P249(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1588
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 32
Critical blocker unavailable yield tiles: 32
Critical blocker yield-tile occupants: 217
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1588
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 802
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[217]: P217(32I/RIGHT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P217->32I(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P217{seat=32I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=32,directBlocker=-1,lastMoveTick=786,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 32
Current unavailable yield tiles: 32
Current yield-tile occupants: 217
Final row-event chain: 197|217
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1863\nPrecedence substitutions made: 3\nDependency chains followed: 1581\nBlocked by waiting-row occupant: 1581\nSubstituted events started: 5\nOccupied-space rejections: 1592\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:58
Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 25
Scenario seed: -6793887463250987477

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.38%
Aisle-assignment balance: 95.74%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2150
Passengers seated: 122/282
Average waiting ticks: 1117.67
Longest waiting passenger: P2->17I(RIGHT)
Longest waiting ticks: 2150

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 38
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 31
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1902
Regions dissolved: 0
Repeated reconstructions avoided: 1902
Largest region lifetime: 1903
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1903:occupied=31
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1838
State changes reopening evaluation: 37
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1827
Maximum occupied tiles: 17
Seat events: 88
Single-blocker events: 26
Multiple-blocker events: 8
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1309
Maximum occupied tiles: 31
Seat events: 34
Single-blocker events: 7
Multiple-blocker events: 0
Temporary aisle reoccupations: 7

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 38
Reservations granted: 38
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 129
Remaining moving in aisle: 30
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 56049
Longest unresolved passenger ID: 2
Longest unresolved row: 17
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 31
Longest dependency chain: P131(19H/RIGHT) -> P117(20E/RIGHT) -> P199(13H/RIGHT) -> P21(15H/RIGHT) -> P278(20G/RIGHT) -> P240(19G/RIGHT) -> P184(17F/RIGHT) -> P62(16H/RIGHT) -> P51(17E/RIGHT) -> P260(15G/RIGHT) -> P74(12G/RIGHT) -> P112(20F/RIGHT) -> P58(21I/RIGHT) -> P223(20I/RIGHT) -> P110(24D/RIGHT) -> P276(25H/RIGHT) -> P262(23I/RIGHT) -> P249(30F/RIGHT) -> P22(30H/RIGHT) -> P61(30D/RIGHT) -> P208(31F/RIGHT) -> P265(27F/RIGHT) -> P14(29E/RIGHT) -> P120(27G/RIGHT) -> P238(28I/RIGHT) -> P274(29D/RIGHT) -> P237(30E/RIGHT) -> P197(31D/RIGHT) -> P217(32I/RIGHT) -> P185(32H/RIGHT) -> P109(31I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 131
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 30
Total blocked ticks: 63531
Total stationary ticks: 376003
Seat-event requests: 2003
Failed seat-event starts: 1881

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 109
Critical blocker identity: P109->31I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 30
Critical tree size including blocker: 31
Critical tree depth: 31
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 31
Unresolved outside passengers: 129
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P109(31I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P185(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P217(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P197(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P237(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P274(29D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P238(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P120(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P14(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P265(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P208(31F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P61(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P22(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P249(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P262(23I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P276(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P110(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P223(20I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P58(21I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P112(20F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P74(12G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P260(15G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P62(16H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P184(17F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P240(19G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P278(20G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P21(15H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P199(13H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                          P117(20E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                            P131(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1879
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 2
Rear-boundary failures: 1879
Middle-bank reservation failures: 0
Active-event deferrals: 211
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2003\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 2\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 25 | standardDataset=276/282 (97.87%) | confirmatoryCohortDataset=122/282 (43.26%) | seatedDelta=-154 | completionDelta=-54.61% | outsideDelta=+129 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | confirmatoryCohortWorse=true | standardFamily=LINKED_ROW_EVENT_CHAIN | confirmatoryCohortFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 26
Scenario seed: 722007454514889823

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.49%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1287
Passengers seated: 353/353
Average waiting ticks: 586.65
Longest waiting passenger: P178->2A(LEFT)
Longest waiting ticks: 1226

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 90
Regions dissolved: 4
Repeated reconstructions avoided: 90
Largest region lifetime: 38
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3193
Maximum occupied tiles: 14
Seat events: 182
Single-blocker events: 45
Multiple-blocker events: 30
Temporary aisle reoccupations: 111

RIGHT AISLE
-----------
Total moves: 3005
Maximum occupied tiles: 13
Seat events: 171
Single-blocker events: 47
Multiple-blocker events: 24
Temporary aisle reoccupations: 101

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 160
Reservations granted: 157
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7774
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9701
Total stationary ticks: 213884
Seat-event requests: 378
Failed seat-event starts: 25

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 882
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 25
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 882
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 380\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 30\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:58
Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 26
Scenario seed: 722007454514889823

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.49%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1268
Passengers seated: 353/353
Average waiting ticks: 589.21
Longest waiting passenger: P178->2A(LEFT)
Longest waiting ticks: 1259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3193
Maximum occupied tiles: 19
Seat events: 182
Single-blocker events: 47
Multiple-blocker events: 30
Temporary aisle reoccupations: 114

RIGHT AISLE
-----------
Total moves: 3005
Maximum occupied tiles: 19
Seat events: 171
Single-blocker events: 46
Multiple-blocker events: 24
Temporary aisle reoccupations: 98

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 147
Reservations granted: 147
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 12744
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 13964
Total stationary ticks: 219293
Seat-event requests: 366
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 712
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 712
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 366\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 8\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 26 | standardDataset=353/353 (100.00%) | confirmatoryCohortDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | confirmatoryCohortWorse=false | standardFamily=COMPLETE_CABIN | confirmatoryCohortFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 27
Scenario seed: -5450447113087893164

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1282
Passengers seated: 353/353
Average waiting ticks: 599.70
Longest waiting passenger: P326->9H(RIGHT)
Longest waiting ticks: 1238

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2967
Maximum occupied tiles: 12
Seat events: 174
Single-blocker events: 46
Multiple-blocker events: 23
Temporary aisle reoccupations: 96

RIGHT AISLE
-----------
Total moves: 3223
Maximum occupied tiles: 12
Seat events: 179
Single-blocker events: 52
Multiple-blocker events: 30
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 150
Reservations granted: 150
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7466
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8940
Total stationary ticks: 217898
Seat-event requests: 366
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 762
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 762
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 366\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:58
Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 27
Scenario seed: -5450447113087893164

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2752
Passengers seated: 349/353
Average waiting ticks: 612.17
Longest waiting passenger: P228->34J(RIGHT)
Longest waiting ticks: 2648

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 4
Cluster candidates evaluated: 7
Executable cluster candidates: 1
Rejected cluster candidates: 6
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 7
Selected release potential total: 6
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 2449
Regions dissolved: 2
Repeated reconstructions avoided: 2449
Largest region lifetime: 2389
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=2389:occupied=4
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1732
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2967
Maximum occupied tiles: 19
Seat events: 174
Single-blocker events: 46
Multiple-blocker events: 23
Temporary aisle reoccupations: 96

RIGHT AISLE
-----------
Total moves: 3220
Maximum occupied tiles: 19
Seat events: 175
Single-blocker events: 51
Multiple-blocker events: 27
Temporary aisle reoccupations: 106

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 157
Reservations granted: 151
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 12028
Longest unresolved passenger ID: 31
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P31(36E/RIGHT) -> P228(34J/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 31
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 22984
Total stationary ticks: 229194
Seat-event requests: 2103
Failed seat-event starts: 1754

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 228
Critical blocker identity: P228->34J(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 4
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P228(34J/RIGHT/WAITING_FOR_SEAT_EVENT)
  P31(36E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 2304
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 35|36
Critical blocker unavailable yield tiles: 35|36
Critical blocker yield-tile occupants: 279|335
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1754
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 2304
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 1
Yield-occupant trace: yieldOccupant[279]: P279(35I/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[335]: P335(36J/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P335->36J(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: false
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P279{seat=35I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=353,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} || P335{seat=36J,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=352,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 35|36
Current unavailable yield tiles: 35|36
Current yield-tile occupants: 279|335
Final row-event chain: 228|279
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2108\nPrecedence substitutions made: 12\nDependency chains followed: 1750\nBlocked by waiting-row occupant: 3488\nSubstituted events started: 10\nOccupied-space rejections: 7119\nMaximum scheduling-chain depth: 3\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 27 | standardDataset=353/353 (100.00%) | confirmatoryCohortDataset=349/353 (98.87%) | seatedDelta=-4 | completionDelta=-1.13% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | confirmatoryCohortWorse=true | standardFamily=COMPLETE_CABIN | confirmatoryCohortFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 28
Scenario seed: 246091010528561545

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1319
Passengers seated: 353/353
Average waiting ticks: 602.32
Longest waiting passenger: P36->10I(RIGHT)
Longest waiting ticks: 1278

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 39
Regions dissolved: 2
Repeated reconstructions avoided: 39
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2983
Maximum occupied tiles: 13
Seat events: 171
Single-blocker events: 42
Multiple-blocker events: 20
Temporary aisle reoccupations: 84

RIGHT AISLE
-----------
Total moves: 3263
Maximum occupied tiles: 15
Seat events: 182
Single-blocker events: 47
Multiple-blocker events: 27
Temporary aisle reoccupations: 108

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 158
Reservations granted: 158
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7403
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8981
Total stationary ticks: 218852
Seat-event requests: 373
Failed seat-event starts: 20

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 798
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 20
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 798
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 373\nPrecedence substitutions made: 3\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 3\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:58
Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 28
Scenario seed: 246091010528561545

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2803
Passengers seated: 334/353
Average waiting ticks: 617.72
Longest waiting passenger: P80->28B(LEFT)
Longest waiting ticks: 2745

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 23
Cluster candidates evaluated: 6
Executable cluster candidates: 0
Rejected cluster candidates: 6
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 12
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 4592
Regions dissolved: 1
Repeated reconstructions avoided: 4592
Largest region lifetime: 2495
Maximum simultaneous active regions: 3
Regions active at termination: 2
Last lifecycle event: TRACK:R1:age=2495:localMembers=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1888
State changes reopening evaluation: 21
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2931
Maximum occupied tiles: 25
Seat events: 152
Single-blocker events: 36
Multiple-blocker events: 14
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 3263
Maximum occupied tiles: 19
Seat events: 182
Single-blocker events: 46
Multiple-blocker events: 27
Temporary aisle reoccupations: 105

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1905
Reservations granted: 1900
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 16
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 37219
Longest unresolved passenger ID: 21
Longest unresolved row: 36
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 8
Longest dependency chain: P89(33E/LEFT) -> P143(32B/LEFT) -> P72(32A/LEFT) -> P32(33A/LEFT) -> P111(36B/LEFT) -> P125(35C/LEFT) -> P21(36F/LEFT) -> P346(36A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 89
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 16
Total blocked ticks: 56617
Total stationary ticks: 265179
Seat-event requests: 2266
Failed seat-event starts: 1932

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 146
Critical blocker identity: P146->23G(LEFT)
Direct fan-out: 1
Total indirect descendants: 7
Critical tree size including blocker: 8
Critical tree depth: 8
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 19
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 11
Critical blocker tree:
P146(23G/LEFT/WAITING_FOR_SEAT_EVENT)
  P271(23C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P7(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P319(21C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P187(24A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P205(24F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P167(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P114(22B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1916
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 24|25|26
Critical blocker unavailable yield tiles: 26
Critical blocker yield-tile occupants: 348
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1916
Rear-boundary failures: 16
Middle-bank reservation failures: 5
Active-event deferrals: 1811
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 3
Yield-occupant trace: yieldOccupant[348]: P348(29F/LEFT/MOVING_IN_AISLE@tile26) -> P261(35F/LEFT/MOVING_IN_AISLE@tile27) -> P80(28B/LEFT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P80->28B(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P348{seat=29F,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=26,directBlocker=261,lastMoveTick=335,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 24|25|26
Current unavailable yield tiles: 26
Current yield-tile occupants: 348
Final row-event chain: 146|348|261|80
Final row-event chain length: 4
Distinct row events in chain: 4
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2272\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 1921\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 28 | standardDataset=353/353 (100.00%) | confirmatoryCohortDataset=334/353 (94.62%) | seatedDelta=-19 | completionDelta=-5.38% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | confirmatoryCohortWorse=true | standardFamily=COMPLETE_CABIN | confirmatoryCohortFamily=MOVING_PASSENGER_YIELD_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 29
Scenario seed: 4203914317130684635

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.05%
Blocker-prone seat share (topology component): 67.57%
Aisle-assignment balance: 99.61%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2413
Passengers seated: 257/259
Average waiting ticks: 430.23
Longest waiting passenger: P157->31I(RIGHT)
Longest waiting ticks: 2353

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1895
Maximum occupied tiles: 12
Seat events: 130
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 2013
Maximum occupied tiles: 12
Seat events: 127
Single-blocker events: 38
Multiple-blocker events: 9
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 89
Reservations granted: 89
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4711
Longest unresolved passenger ID: 177
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P177(32G/RIGHT) -> P157(31I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 177
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 9006
Total stationary ticks: 116891
Seat-event requests: 1811
Failed seat-event starts: 1554

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 157
Critical blocker identity: P157->31I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P157(31I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P177(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1544
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 10
Rear-boundary failures: 1544
Middle-bank reservation failures: 0
Active-event deferrals: 630
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1811\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:58
Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 29
Scenario seed: 4203914317130684635

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 32.05%
Blocker-prone seat share (topology component): 67.57%
Aisle-assignment balance: 99.61%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2403
Passengers seated: 257/259
Average waiting ticks: 427.26
Longest waiting passenger: P157->31I(RIGHT)
Longest waiting ticks: 2312

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1895
Maximum occupied tiles: 17
Seat events: 130
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 2013
Maximum occupied tiles: 16
Seat events: 127
Single-blocker events: 40
Multiple-blocker events: 8
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 89
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7988
Longest unresolved passenger ID: 177
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P177(32G/RIGHT) -> P157(31I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 177
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13240
Total stationary ticks: 119897
Seat-event requests: 1929
Failed seat-event starts: 1672

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 157
Critical blocker identity: P157->31I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P157(31I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P177(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1666
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 6
Rear-boundary failures: 1666
Middle-bank reservation failures: 7
Active-event deferrals: 898
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1936\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 29 | standardDataset=257/259 (99.23%) | confirmatoryCohortDataset=257/259 (99.23%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | confirmatoryCohortWorse=false | standardFamily=REAR_BOUNDARY_LOCK | confirmatoryCohortFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 30
Scenario seed: -7557663346310737177

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 59.06%
Aisle-assignment balance: 98.25%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1236
Passengers seated: 342/342
Average waiting ticks: 564.65
Longest waiting passenger: P20->31I(RIGHT)
Longest waiting ticks: 1184

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 5
Clusters detected: 5
Activations without intervention: 6
Cluster candidates evaluated: 4
Executable cluster candidates: 4
Rejected cluster candidates: 0
Cluster selections: 4
Cluster-selected events started: 5
Largest detected cluster: 7
Selected release potential total: 16
Last cluster decision: RIGHT:tiles20-22:occupied=3:anchor=P236:selected=P293:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 5
Region updates: 88
Regions dissolved: 5
Repeated reconstructions avoided: 88
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R5:lifetime=9
Confirmation deferral ticks: 8
Regions reaching confirmation: 3
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 4
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2986
Maximum occupied tiles: 14
Seat events: 168
Single-blocker events: 37
Multiple-blocker events: 26
Temporary aisle reoccupations: 94

RIGHT AISLE
-----------
Total moves: 2895
Maximum occupied tiles: 16
Seat events: 174
Single-blocker events: 43
Multiple-blocker events: 31
Temporary aisle reoccupations: 110

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 159
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7405
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9317
Total stationary ticks: 199595
Seat-event requests: 382
Failed seat-event starts: 40

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 861
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 40
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 861
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 378\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 14\nOccupied-space rejections: 50\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-16 23:59:58
Experiment mode: CONFIRMATORY_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2083790101901
Scenario number: 30
Scenario seed: -7557663346310737177

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: CONFIRMATORY_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 59.06%
Aisle-assignment balance: 98.25%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1237
Passengers seated: 342/342
Average waiting ticks: 566.14
Longest waiting passenger: P141->12E(RIGHT)
Longest waiting ticks: 1218

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 5
Last cluster decision: RIGHT:tiles1-3:occupied=3:anchor=P171:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 42
Regions dissolved: 3
Repeated reconstructions avoided: 42
Largest region lifetime: 21
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2986
Maximum occupied tiles: 20
Seat events: 168
Single-blocker events: 39
Multiple-blocker events: 25
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2895
Maximum occupied tiles: 18
Seat events: 174
Single-blocker events: 44
Multiple-blocker events: 30
Temporary aisle reoccupations: 109

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 155
Reservations granted: 151
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 12108
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 13665
Total stationary ticks: 204592
Seat-event requests: 364
Failed seat-event starts: 22

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 759
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 22
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 759
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CONFIRMATORY_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 366\nPrecedence substitutions made: 10\nDependency chains followed: 11\nBlocked by waiting-row occupant: 11\nSubstituted events started: 13\nOccupied-space rejections: 33\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 30 | standardDataset=342/342 (100.00%) | confirmatoryCohortDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | confirmatoryCohortWorse=false | standardFamily=COMPLETE_CABIN | confirmatoryCohortFamily=COMPLETE_CABIN

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 27
CONFIRMATORY COARSE-COHORT REPLICATION
************************************************************
Experiment seed: 2083790101901
Scenarios executed: 60
Successful completions: 37
Incomplete/MAX_TICKS: 23
Average completed ticks: 1523.53
Average waiting ticks: 491.10
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:39
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 1
Scenario seed: -1331420073227371808

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.25%
Blocker-prone seat share (topology component): 74.48%
Aisle-assignment balance: 98.96%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 693
Passengers seated: 192/192
Average waiting ticks: 308.07
Longest waiting passenger: P145->1B(LEFT)
Longest waiting ticks: 638

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 3
Executable cluster candidates: 3
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: LEFT:tiles5-8:occupied=4:anchor=P59:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 37
Regions dissolved: 2
Repeated reconstructions avoided: 37
Largest region lifetime: 31
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=31
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1378
Maximum occupied tiles: 12
Seat events: 97
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1421
Maximum occupied tiles: 12
Seat events: 95
Single-blocker events: 19
Multiple-blocker events: 7
Temporary aisle reoccupations: 35

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 98
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3675
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4803
Total stationary ticks: 62318
Seat-event requests: 200
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 595
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 595
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 201\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:39
Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 1
Scenario seed: -1331420073227371808

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 31.25%
Blocker-prone seat share (topology component): 74.48%
Aisle-assignment balance: 98.96%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 699
Passengers seated: 192/192
Average waiting ticks: 308.15
Longest waiting passenger: P59->7A(LEFT)
Longest waiting ticks: 675

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:tiles7-10:occupied=3:anchor=P59:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 34
Regions dissolved: 2
Repeated reconstructions avoided: 34
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=17
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1378
Maximum occupied tiles: 16
Seat events: 97
Single-blocker events: 20
Multiple-blocker events: 9
Temporary aisle reoccupations: 41

RIGHT AISLE
-----------
Total moves: 1421
Maximum occupied tiles: 16
Seat events: 95
Single-blocker events: 20
Multiple-blocker events: 7
Temporary aisle reoccupations: 36

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5771
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6573
Total stationary ticks: 64339
Seat-event requests: 199
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 409
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 409
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 198\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 01 | standardDataset=192/192 (100.00%) | independentSeedCohortDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | independentSeedCohortWorse=false | standardFamily=COMPLETE_CABIN | independentSeedCohortFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:39
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 2
Scenario seed: 8454734244342331060

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 29.73%
Blocker-prone seat share (topology component): 67.18%
Aisle-assignment balance: 98.84%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 930
Passengers seated: 259/259
Average waiting ticks: 425.85
Longest waiting passenger: P94->24A(LEFT)
Longest waiting ticks: 888

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles10-13:occupied=3:anchor=P179:selected=P100:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1968
Maximum occupied tiles: 12
Seat events: 131
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1924
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 34
Multiple-blocker events: 10
Temporary aisle reoccupations: 54

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 87
Reservations granted: 87
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4588
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5821
Total stationary ticks: 114076
Seat-event requests: 274
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 273\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:39
Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 2
Scenario seed: 8454734244342331060

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 29.73%
Blocker-prone seat share (topology component): 67.18%
Aisle-assignment balance: 98.84%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2398
Passengers seated: 257/259
Average waiting ticks: 425.90
Longest waiting passenger: P116->32F(LEFT)
Longest waiting ticks: 2301

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles26-29:occupied=3:anchor=P181:selected=P241:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 19
Regions dissolved: 1
Repeated reconstructions avoided: 19
Largest region lifetime: 20
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=20
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1967
Maximum occupied tiles: 16
Seat events: 129
Single-blocker events: 35
Multiple-blocker events: 9
Temporary aisle reoccupations: 53

RIGHT AISLE
-----------
Total moves: 1924
Maximum occupied tiles: 16
Seat events: 128
Single-blocker events: 33
Multiple-blocker events: 10
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1732
Reservations granted: 1732
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8064
Longest unresolved passenger ID: 145
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P145(32A/LEFT) -> P116(32F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 145
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13351
Total stationary ticks: 119683
Seat-event requests: 1916
Failed seat-event starts: 1659

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 116
Critical blocker identity: P116->32F(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P116(32F/LEFT/WAITING_FOR_SEAT_EVENT)
  P145(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1648
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 33|34
Critical blocker unavailable yield tiles: 33|34
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1648
Middle-bank reservation failures: 0
Active-event deferrals: 889
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 33|34
Current unavailable yield tiles: 33|34
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1915\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 02 | standardDataset=259/259 (100.00%) | independentSeedCohortDataset=257/259 (99.23%) | seatedDelta=-2 | completionDelta=-0.77% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | independentSeedCohortWorse=true | standardFamily=COMPLETE_CABIN | independentSeedCohortFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:39
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 3
Scenario seed: -7429035378115113039

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1076
Passengers seated: 282/282
Average waiting ticks: 480.12
Longest waiting passenger: P15->30B(LEFT)
Longest waiting ticks: 1029

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 7
Selected release potential total: 6
Last cluster decision: LEFT:tiles15-22:occupied=6:anchor=P267:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 45
Regions dissolved: 1
Repeated reconstructions avoided: 45
Largest region lifetime: 46
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=46
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2285
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 38
Multiple-blocker events: 17
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2123
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 27
Multiple-blocker events: 20
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5321
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6541
Total stationary ticks: 139752
Seat-event requests: 295
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 653
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 653
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:40
Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 3
Scenario seed: -7429035378115113039

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1039
Passengers seated: 282/282
Average waiting ticks: 475.95
Longest waiting passenger: P70->1E(LEFT)
Longest waiting ticks: 1026

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2285
Maximum occupied tiles: 17
Seat events: 148
Single-blocker events: 39
Multiple-blocker events: 17
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2123
Maximum occupied tiles: 17
Seat events: 134
Single-blocker events: 30
Multiple-blocker events: 18
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 98
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8719
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9747
Total stationary ticks: 141869
Seat-event requests: 290
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 597
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 597
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 290\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 03 | standardDataset=282/282 (100.00%) | independentSeedCohortDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | independentSeedCohortWorse=false | standardFamily=COMPLETE_CABIN | independentSeedCohortFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 4
Scenario seed: -6466046258651166510

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.85%
Blocker-prone seat share (topology component): 74.48%
Aisle-assignment balance: 95.83%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2218
Passengers seated: 189/192
Average waiting ticks: 322.16
Longest waiting passenger: P58->29F(LEFT)
Longest waiting ticks: 2148

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1616
Regions dissolved: 1
Repeated reconstructions avoided: 1616
Largest region lifetime: 1602
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1602:occupied=3
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1589
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1220
Maximum occupied tiles: 11
Seat events: 89
Single-blocker events: 25
Multiple-blocker events: 4
Temporary aisle reoccupations: 33

RIGHT AISLE
-----------
Total moves: 1460
Maximum occupied tiles: 11
Seat events: 100
Single-blocker events: 23
Multiple-blocker events: 9
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1699
Reservations granted: 1699
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 3517
Longest unresolved passenger ID: 94
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P185(30A/LEFT) -> P94(30D/LEFT) -> P58(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 185
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 9058
Total stationary ticks: 67979
Seat-event requests: 1793
Failed seat-event starts: 1604

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 58
Critical blocker identity: P58->29F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P58(29F/LEFT/WAITING_FOR_SEAT_EVENT)
  P94(30D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P185(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1594
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 10
Rear-boundary failures: 1594
Middle-bank reservation failures: 0
Active-event deferrals: 356
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1792\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:40
Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 4
Scenario seed: -6466046258651166510

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 33.85%
Blocker-prone seat share (topology component): 74.48%
Aisle-assignment balance: 95.83%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2213
Passengers seated: 189/192
Average waiting ticks: 339.25
Longest waiting passenger: P58->29F(LEFT)
Longest waiting ticks: 2124

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2040
Regions dissolved: 0
Repeated reconstructions avoided: 2040
Largest region lifetime: 2041
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2041:occupied=3
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1688
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1220
Maximum occupied tiles: 14
Seat events: 89
Single-blocker events: 24
Multiple-blocker events: 4
Temporary aisle reoccupations: 32

RIGHT AISLE
-----------
Total moves: 1460
Maximum occupied tiles: 14
Seat events: 100
Single-blocker events: 22
Multiple-blocker events: 10
Temporary aisle reoccupations: 45

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1794
Reservations granted: 1791
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4823
Longest unresolved passenger ID: 94
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P185(30A/LEFT) -> P94(30D/LEFT) -> P58(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 185
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 11512
Total stationary ticks: 73307
Seat-event requests: 1885
Failed seat-event starts: 1696

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 58
Critical blocker identity: P58->29F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P58(29F/LEFT/WAITING_FOR_SEAT_EVENT)
  P94(30D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P185(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1694
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 2
Rear-boundary failures: 1694
Middle-bank reservation failures: 3
Active-event deferrals: 617
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1888\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 5\nSubstituted events started: 4\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 04 | standardDataset=189/192 (98.44%) | independentSeedCohortDataset=189/192 (98.44%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | independentSeedCohortWorse=false | standardFamily=REAR_BOUNDARY_LOCK | independentSeedCohortFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 5
Scenario seed: -678189375755777864

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1010
Passengers seated: 282/282
Average waiting ticks: 461.82
Longest waiting passenger: P12->25I(RIGHT)
Longest waiting ticks: 948

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 5
Cluster candidates evaluated: 5
Executable cluster candidates: 3
Rejected cluster candidates: 2
Cluster selections: 3
Cluster-selected events started: 3
Largest detected cluster: 9
Selected release potential total: 18
Last cluster decision: RIGHT:tiles15-18:occupied=3:anchor=P131:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 101
Regions dissolved: 3
Repeated reconstructions avoided: 101
Largest region lifetime: 58
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=17
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2137
Maximum occupied tiles: 14
Seat events: 139
Single-blocker events: 33
Multiple-blocker events: 16
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 2247
Maximum occupied tiles: 12
Seat events: 143
Single-blocker events: 46
Multiple-blocker events: 18
Temporary aisle reoccupations: 82

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 108
Reservations granted: 105
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5687
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7339
Total stationary ticks: 135201
Seat-event requests: 305
Failed seat-event starts: 23

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 771
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 23
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 771
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 305\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 8\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:40
Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 5
Scenario seed: -678189375755777864

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2470
Passengers seated: 275/282
Average waiting ticks: 466.79
Longest waiting passenger: P12->25I(RIGHT)
Longest waiting ticks: 2415

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 3
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 7
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2173
Regions dissolved: 0
Repeated reconstructions avoided: 2173
Largest region lifetime: 2174
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2174:occupied=7
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1676
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2137
Maximum occupied tiles: 16
Seat events: 139
Single-blocker events: 34
Multiple-blocker events: 16
Temporary aisle reoccupations: 66

RIGHT AISLE
-----------
Total moves: 2237
Maximum occupied tiles: 19
Seat events: 136
Single-blocker events: 40
Multiple-blocker events: 16
Temporary aisle reoccupations: 72

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 93
Reservations granted: 93
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 5
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11111
Longest unresolved passenger ID: 144
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 6
Longest dependency chain: P72(27F/RIGHT) -> P219(29E/RIGHT) -> P61(30E/RIGHT) -> P40(32E/RIGHT) -> P144(32I/RIGHT) -> P3(31I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 72
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 5
Total blocked ticks: 24953
Total stationary ticks: 150246
Seat-event requests: 1965
Failed seat-event starts: 1690

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 3
Critical blocker identity: P3->31I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 5
Critical tree size including blocker: 6
Critical tree depth: 6
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 7
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P3(31I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P144(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P40(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P61(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P219(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P72(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1679
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1679
Rear-boundary failures: 11
Middle-bank reservation failures: 0
Active-event deferrals: 1321
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1966\nPrecedence substitutions made: 10\nDependency chains followed: 10\nBlocked by waiting-row occupant: 10\nSubstituted events started: 10\nOccupied-space rejections: 1686\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 05 | standardDataset=282/282 (100.00%) | independentSeedCohortDataset=275/282 (97.52%) | seatedDelta=-7 | completionDelta=-2.48% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | independentSeedCohortWorse=true | standardFamily=COMPLETE_CABIN | independentSeedCohortFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 6
Scenario seed: 3985320443938659

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.46%
Blocker-prone seat share (topology component): 74.56%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 835
Passengers seated: 228/228
Average waiting ticks: 374.44
Longest waiting passenger: P57->1C(LEFT)
Longest waiting ticks: 805

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1785
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 25
Multiple-blocker events: 15
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 1508
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 31
Multiple-blocker events: 5
Temporary aisle reoccupations: 41

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 119
Reservations granted: 119
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4210
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5175
Total stationary ticks: 88849
Seat-event requests: 233
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 504
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 504
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 233\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:40
Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 6
Scenario seed: 3985320443938659

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 32.46%
Blocker-prone seat share (topology component): 74.56%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 1982
Passengers seated: 90/228
Average waiting ticks: 1064.59
Longest waiting passenger: P2->10E(RIGHT)
Longest waiting ticks: 1982

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 28
Cluster candidates evaluated: 76
Executable cluster candidates: 0
Rejected cluster candidates: 76
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 29
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1786
Regions dissolved: 0
Repeated reconstructions avoided: 1786
Largest region lifetime: 1787
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1787:occupied=29
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1745
State changes reopening evaluation: 27
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1014
Maximum occupied tiles: 29
Seat events: 25
Single-blocker events: 4
Multiple-blocker events: 0
Temporary aisle reoccupations: 4

RIGHT AISLE
-----------
Total moves: 1275
Maximum occupied tiles: 17
Seat events: 65
Single-blocker events: 16
Multiple-blocker events: 2
Temporary aisle reoccupations: 20

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1821
Reservations granted: 1821
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 109
Remaining moving in aisle: 25
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 44201
Longest unresolved passenger ID: 2
Longest unresolved row: 10
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 22
Longest dependency chain: P34(14C/LEFT) -> P72(15B/LEFT) -> P139(13B/LEFT) -> P50(16A/LEFT) -> P205(19C/LEFT) -> P87(14D/LEFT) -> P209(18C/LEFT) -> P170(20A/LEFT) -> P38(13A/LEFT) -> P65(20B/LEFT) -> P203(13E/LEFT) -> P222(20E/LEFT) -> P0(15D/LEFT) -> P157(24E/LEFT) -> P126(28A/LEFT) -> P199(24F/LEFT) -> P71(30F/LEFT) -> P56(27B/LEFT) -> P59(23C/LEFT) -> P81(22B/LEFT) -> P195(22A/LEFT) -> P220(22F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 34
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 25
Total blocked ticks: 55371
Total stationary ticks: 290356
Seat-event requests: 1877
Failed seat-event starts: 1787

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 220
Critical blocker identity: P220->22F(LEFT)
Direct fan-out: 1
Total indirect descendants: 21
Critical tree size including blocker: 22
Critical tree depth: 22
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 29
Unresolved outside passengers: 109
Unresolved internal passengers outside critical tree: 7
Critical blocker tree:
P220(22F/LEFT/WAITING_FOR_SEAT_EVENT)
  P195(22A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P81(22B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P59(23C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P56(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P71(30F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P199(24F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P126(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P157(24E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P0(15D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P222(20E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P203(13E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P65(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P38(13A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P170(20A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P209(18C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P87(14D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P205(19C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P50(16A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P139(13B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P72(15B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P34(14C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1777
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 23|24|25
Critical blocker unavailable yield tiles: 23|24|25
Critical blocker yield-tile occupants: 193|165|97
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1777
Rear-boundary failures: 10
Middle-bank reservation failures: 0
Active-event deferrals: 191
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 3
Trace length: 3
Yield-occupant trace: yieldOccupant[193]: P193(23F/LEFT/WAITING_AT_ROW@tile23) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[165]: P165(27C/LEFT/MOVING_IN_AISLE@tile24) -> P97(29B/LEFT/MOVING_IN_AISLE@tile25) -> P3(26F/LEFT/WAITING_AT_ROW@tile26) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[97]: P97(29B/LEFT/MOVING_IN_AISLE@tile25) -> P3(26F/LEFT/WAITING_AT_ROW@tile26) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P3->26F(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: false
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P193{seat=23F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=23,directBlocker=-1,lastMoveTick=206,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} || P165{seat=27C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=24,directBlocker=97,lastMoveTick=198,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P97{seat=29B,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=25,directBlocker=3,lastMoveTick=197,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 23|24|25
Current unavailable yield tiles: 23|24|25
Current yield-tile occupants: 193|165|97
Final row-event chain: 220|193
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1877\nPrecedence substitutions made: 0\nDependency chains followed: 1770\nBlocked by waiting-row occupant: 1770\nSubstituted events started: 0\nOccupied-space rejections: 7136\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 06 | standardDataset=228/228 (100.00%) | independentSeedCohortDataset=90/228 (39.47%) | seatedDelta=-138 | completionDelta=-60.53% | outsideDelta=+109 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | independentSeedCohortWorse=true | standardFamily=COMPLETE_CABIN | independentSeedCohortFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 7
Scenario seed: 641556936813105674

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 580.72
Longest waiting passenger: P180->24H(RIGHT)
Longest waiting ticks: 1206

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3090
Maximum occupied tiles: 13
Seat events: 175
Single-blocker events: 45
Multiple-blocker events: 25
Temporary aisle reoccupations: 96

RIGHT AISLE
-----------
Total moves: 3095
Maximum occupied tiles: 14
Seat events: 178
Single-blocker events: 53
Multiple-blocker events: 23
Temporary aisle reoccupations: 103

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 151
Reservations granted: 151
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8208
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9844
Total stationary ticks: 212154
Seat-event requests: 368
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 742
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 742
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 368\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 7\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:40
Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 7
Scenario seed: 641556936813105674

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 152/353
Average waiting ticks: 1251.36
Longest waiting passenger: P2->24A(LEFT)
Longest waiting ticks: 2313

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 35
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 33
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 2075
Regions dissolved: 2
Repeated reconstructions avoided: 2075
Largest region lifetime: 2041
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=2041:occupied=33
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1980
State changes reopening evaluation: 34
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 34
Seat events: 39
Single-blocker events: 11
Multiple-blocker events: 2
Temporary aisle reoccupations: 15

RIGHT AISLE
-----------
Total moves: 2691
Maximum occupied tiles: 20
Seat events: 113
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2085
Reservations granted: 2085
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 167
Remaining moving in aisle: 32
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 64245
Longest unresolved passenger ID: 2
Longest unresolved row: 24
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 33
Longest dependency chain: P171(16G/LEFT) -> P87(16B/LEFT) -> P315(18A/LEFT) -> P183(17G/LEFT) -> P98(23C/LEFT) -> P175(19A/LEFT) -> P31(21A/LEFT) -> P79(22E/LEFT) -> P328(21E/LEFT) -> P283(25C/LEFT) -> P142(20A/LEFT) -> P24(22G/LEFT) -> P332(22C/LEFT) -> P56(17C/LEFT) -> P337(19G/LEFT) -> P102(35E/LEFT) -> P120(30A/LEFT) -> P166(35C/LEFT) -> P204(28A/LEFT) -> P345(27D/LEFT) -> P241(32C/LEFT) -> P75(35B/LEFT) -> P0(29A/LEFT) -> P316(34C/LEFT) -> P201(31F/LEFT) -> P18(28F/LEFT) -> P21(36C/LEFT) -> P137(36B/LEFT) -> P29(34E/LEFT) -> P338(31E/LEFT) -> P300(32B/LEFT) -> P7(35A/LEFT) -> P1(33G/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 171
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 32
Total blocked ticks: 77323
Total stationary ticks: 513870
Seat-event requests: 2178
Failed seat-event starts: 2026

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 1
Critical blocker identity: P1->33G(LEFT)
Direct fan-out: 1
Total indirect descendants: 32
Critical tree size including blocker: 33
Critical tree depth: 33
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 34
Unresolved outside passengers: 167
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P1(33G/LEFT/WAITING_FOR_SEAT_EVENT)
  P7(35A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P300(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P338(31E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P29(34E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P137(36B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P21(36C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P18(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P201(31F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P316(34C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P0(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P75(35B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P241(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P345(27D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P204(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P166(35C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P120(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P102(35E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P337(19G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P56(17C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P332(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P24(22G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P142(20A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P283(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                P328(21E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P79(22E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P31(21A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P175(19A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P98(23C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                          P183(17G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                            P315(18A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                              P87(16B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                                P171(16G/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 2026
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 34|35|36
Critical blocker unavailable yield tiles: 36
Critical blocker yield-tile occupants: 269
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 2026
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 329
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[269]: P269(36F/LEFT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P269->36F(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P269{seat=36F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=263,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 34|35|36
Current unavailable yield tiles: 36
Current yield-tile occupants: 269
Final row-event chain: 1|269
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2178\nPrecedence substitutions made: 6\nDependency chains followed: 2027\nBlocked by waiting-row occupant: 2027\nSubstituted events started: 7\nOccupied-space rejections: 2034\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 07 | standardDataset=353/353 (100.00%) | independentSeedCohortDataset=152/353 (43.06%) | seatedDelta=-201 | completionDelta=-56.94% | outsideDelta=+167 | clustersDetected=3 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | independentSeedCohortWorse=true | standardFamily=COMPLETE_CABIN | independentSeedCohortFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 8
Scenario seed: -6739512752797946725

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.13%
Blocker-prone seat share (topology component): 60.42%
Aisle-assignment balance: 95.83%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2564
Passengers seated: 274/288
Average waiting ticks: 493.86
Longest waiting passenger: P41->22F(LEFT)
Longest waiting ticks: 2537

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 7
Cluster candidates evaluated: 2
Executable cluster candidates: 0
Rejected cluster candidates: 2
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 8
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 3521
Regions dissolved: 0
Repeated reconstructions avoided: 3521
Largest region lifetime: 1805
Maximum simultaneous active regions: 2
Regions active at termination: 2
Last lifecycle event: TRACK:R1:age=1805:localMembers=5
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1700
State changes reopening evaluation: 5
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2420
Maximum occupied tiles: 18
Seat events: 124
Single-blocker events: 29
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2532
Maximum occupied tiles: 14
Seat events: 150
Single-blocker events: 40
Multiple-blocker events: 19
Temporary aisle reoccupations: 83

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1863
Reservations granted: 1863
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 18217
Longest unresolved passenger ID: 174
Longest unresolved row: 36
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P179(34C/LEFT) -> P107(26C/LEFT) -> P12(33C/LEFT) -> P235(36C/LEFT) -> P111(27G/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 179
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 31792
Total stationary ticks: 164850
Seat-event requests: 2026
Failed seat-event starts: 1752

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 45
Critical blocker identity: P45->35G(LEFT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 14
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 9
Critical blocker tree:
P45(35G/LEFT/WAITING_FOR_SEAT_EVENT)
  P174(36F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P245(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P43(34G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P185(35E/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1706
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 36|37
Critical blocker unavailable yield tiles: 37
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 3
Yield-tile occupied failures: 1706
Rear-boundary failures: 46
Middle-bank reservation failures: 0
Active-event deferrals: 821
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 36|37
Current unavailable yield tiles: 37
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2026\nPrecedence substitutions made: 1\nDependency chains followed: 11\nBlocked by waiting-row occupant: 11\nSubstituted events started: 1\nOccupied-space rejections: 3428\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:40
Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 8
Scenario seed: -6739512752797946725

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 28.13%
Blocker-prone seat share (topology component): 60.42%
Aisle-assignment balance: 95.83%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2138
Passengers seated: 124/288
Average waiting ticks: 1109.43
Longest waiting passenger: P1->12I(RIGHT)
Longest waiting ticks: 2138

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 23
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 27
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 3778
Regions dissolved: 0
Repeated reconstructions avoided: 3778
Largest region lifetime: 1892
Maximum simultaneous active regions: 2
Regions active at termination: 2
Last lifecycle event: TRACK:R1:age=1892:localMembers=5
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1840
State changes reopening evaluation: 21
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1509
Maximum occupied tiles: 33
Seat events: 35
Single-blocker events: 11
Multiple-blocker events: 2
Temporary aisle reoccupations: 15

RIGHT AISLE
-----------
Total moves: 2161
Maximum occupied tiles: 19
Seat events: 89
Single-blocker events: 20
Multiple-blocker events: 10
Temporary aisle reoccupations: 43

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1938
Reservations granted: 1935
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 131
Remaining moving in aisle: 30
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 55876
Longest unresolved passenger ID: 1
Longest unresolved row: 12
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 27
Longest dependency chain: P164(22B/LEFT) -> P287(23B/LEFT) -> P263(25B/LEFT) -> P191(18A/LEFT) -> P21(16G/LEFT) -> P36(15A/LEFT) -> P218(21B/LEFT) -> P238(16A/LEFT) -> P26(18C/LEFT) -> P240(17B/LEFT) -> P277(18B/LEFT) -> P133(17D/LEFT) -> P122(14A/LEFT) -> P237(25A/LEFT) -> P194(18G/LEFT) -> P92(21A/LEFT) -> P204(21F/LEFT) -> P99(23G/LEFT) -> P195(22A/LEFT) -> P25(23F/LEFT) -> P62(25G/LEFT) -> P272(30B/LEFT) -> P179(34C/LEFT) -> P107(26C/LEFT) -> P12(33C/LEFT) -> P235(36C/LEFT) -> P111(27G/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 164
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 30
Total blocked ticks: 68737
Total stationary ticks: 381676
Seat-event requests: 2004
Failed seat-event starts: 1880

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->27G(LEFT)
Direct fan-out: 1
Total indirect descendants: 26
Critical tree size including blocker: 27
Critical tree depth: 27
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 33
Unresolved outside passengers: 131
Unresolved internal passengers outside critical tree: 6
Critical blocker tree:
P111(27G/LEFT/WAITING_FOR_SEAT_EVENT)
  P235(36C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P12(33C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P107(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P179(34C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P272(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P62(25G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P25(23F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P195(22A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P99(23G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P204(21F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P92(21A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P194(18G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P237(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P122(14A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P133(17D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P277(18B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P240(17B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P26(18C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P238(16A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P218(21B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P36(15A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P21(16G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P191(18A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                P263(25B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P287(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P164(22B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1868
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 28|29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 75
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1868
Rear-boundary failures: 12
Middle-bank reservation failures: 3
Active-event deferrals: 304
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[75]: P75(30A/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P75->30A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P75{seat=30A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=250,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 28|29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 75
Final row-event chain: 111|75
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2007\nPrecedence substitutions made: 1\nDependency chains followed: 1864\nBlocked by waiting-row occupant: 1864\nSubstituted events started: 1\nOccupied-space rejections: 7462\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 08 | standardDataset=274/288 (95.14%) | independentSeedCohortDataset=124/288 (43.06%) | seatedDelta=-150 | completionDelta=-52.08% | outsideDelta=+131 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | independentSeedCohortWorse=true | standardFamily=REAR_BOUNDARY_LOCK | independentSeedCohortFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 9
Scenario seed: 2911177715597538727

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 92.98%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 863
Passengers seated: 228/228
Average waiting ticks: 372.43
Longest waiting passenger: P212->20D(LEFT)
Longest waiting ticks: 804

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 16
Regions dissolved: 1
Repeated reconstructions avoided: 16
Largest region lifetime: 17
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=17
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1807
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 31
Multiple-blocker events: 12
Temporary aisle reoccupations: 58

RIGHT AISLE
-----------
Total moves: 1533
Maximum occupied tiles: 11
Seat events: 106
Single-blocker events: 27
Multiple-blocker events: 7
Temporary aisle reoccupations: 41

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 121
Reservations granted: 121
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4251
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5275
Total stationary ticks: 88510
Seat-event requests: 235
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 483
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 483
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 235\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:40
Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 9
Scenario seed: 2911177715597538727

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 92.98%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 228/228
Average waiting ticks: 381.68
Longest waiting passenger: P107->5B(LEFT)
Longest waiting ticks: 834

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1807
Maximum occupied tiles: 16
Seat events: 122
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1533
Maximum occupied tiles: 16
Seat events: 106
Single-blocker events: 28
Multiple-blocker events: 5
Temporary aisle reoccupations: 38

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 120
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6899
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7725
Total stationary ticks: 93198
Seat-event requests: 233
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 378
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 378
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 239\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 09 | standardDataset=228/228 (100.00%) | independentSeedCohortDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | independentSeedCohortWorse=false | standardFamily=COMPLETE_CABIN | independentSeedCohortFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 10
Scenario seed: -5247159319925043468

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 98.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1265
Passengers seated: 353/353
Average waiting ticks: 580.95
Longest waiting passenger: P257->23H(RIGHT)
Longest waiting ticks: 1211

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 24
Regions dissolved: 1
Repeated reconstructions avoided: 24
Largest region lifetime: 25
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=25
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3167
Maximum occupied tiles: 15
Seat events: 173
Single-blocker events: 42
Multiple-blocker events: 30
Temporary aisle reoccupations: 107

RIGHT AISLE
-----------
Total moves: 3044
Maximum occupied tiles: 13
Seat events: 180
Single-blocker events: 36
Multiple-blocker events: 26
Temporary aisle reoccupations: 91

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 155
Reservations granted: 155
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7963
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9716
Total stationary ticks: 211986
Seat-event requests: 374
Failed seat-event starts: 21

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 839
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 21
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 839
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 28\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:40
Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 10
Scenario seed: -5247159319925043468

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 98.02%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2739
Passengers seated: 341/353
Average waiting ticks: 594.83
Longest waiting passenger: P348->7I(RIGHT)
Longest waiting ticks: 2732

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 5
Cluster candidates evaluated: 7
Executable cluster candidates: 3
Rejected cluster candidates: 4
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 6
Selected release potential total: 6
Last cluster decision: RIGHT:region=R3:result=LOWER_HIERARCHICAL_PRIORITY_DEFERRED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 3900
Regions dissolved: 1
Repeated reconstructions avoided: 3900
Largest region lifetime: 2371
Maximum simultaneous active regions: 2
Regions active at termination: 2
Last lifecycle event: UPDATE:R3:age=1521:occupied=6
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1765
State changes reopening evaluation: 3
Region priority competitions: 1506
Regions ranked: 3012
Hierarchical selections: 1506
Lower-priority evaluations deferred: 1504
Highest selected priority score: 6710
Left/right priority wins: 1506/0
Priority ties: 1407
Last priority decision: LEFT:R1:score=6710 | RIGHT:R3:score=6710 | selected=LEFT

LEFT AISLE
----------
Total moves: 3160
Maximum occupied tiles: 21
Seat events: 167
Single-blocker events: 40
Multiple-blocker events: 27
Temporary aisle reoccupations: 98

RIGHT AISLE
-----------
Total moves: 3020
Maximum occupied tiles: 19
Seat events: 174
Single-blocker events: 35
Multiple-blocker events: 23
Temporary aisle reoccupations: 84

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1926
Reservations granted: 1920
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 8
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16021
Longest unresolved passenger ID: 123
Longest unresolved row: 33
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P221(31B/LEFT) -> P130(32F/LEFT) -> P273(33A/LEFT) -> P123(33C/LEFT) -> P270(33G/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 221
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 8
Total blocked ticks: 37452
Total stationary ticks: 236975
Seat-event requests: 3638
Failed seat-event starts: 3297

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 270
Critical blocker identity: P270->33G(LEFT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 7
Critical blocker tree:
P270(33G/LEFT/WAITING_FOR_SEAT_EVENT)
  P123(33C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P273(33A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P130(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P221(31B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 3297
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 34|35|36
Critical blocker unavailable yield tiles: 35
Critical blocker yield-tile occupants: 200
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 3297
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 1743
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[200]: P200(35A/LEFT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P200->35A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P200{seat=35A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=351,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 34|35|36
Current unavailable yield tiles: 35
Current yield-tile occupants: 200
Final row-event chain: 270|200
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3642\nPrecedence substitutions made: 9\nDependency chains followed: 1782\nBlocked by waiting-row occupant: 1782\nSubstituted events started: 11\nOccupied-space rejections: 3311\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 10 | standardDataset=353/353 (100.00%) | independentSeedCohortDataset=341/353 (96.60%) | seatedDelta=-12 | completionDelta=-3.40% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | independentSeedCohortWorse=true | standardFamily=COMPLETE_CABIN | independentSeedCohortFamily=LINKED_ROW_EVENT_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 11
Scenario seed: -2422027683805345328

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.12%
Blocker-prone seat share (topology component): 59.15%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1101
Passengers seated: 306/306
Average waiting ticks: 514.64
Longest waiting passenger: P54->23B(LEFT)
Longest waiting ticks: 1066

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles12-16:occupied=4:anchor=P291:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 30
Regions dissolved: 2
Repeated reconstructions avoided: 30
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2539
Maximum occupied tiles: 12
Seat events: 153
Single-blocker events: 36
Multiple-blocker events: 18
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2713
Maximum occupied tiles: 13
Seat events: 153
Single-blocker events: 46
Multiple-blocker events: 23
Temporary aisle reoccupations: 96

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 125
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6275
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7643
Total stationary ticks: 162730
Seat-event requests: 329
Failed seat-event starts: 23

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 23
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 328\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 25\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:41
Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 11
Scenario seed: -2422027683805345328

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 27.12%
Blocker-prone seat share (topology component): 59.15%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2584
Passengers seated: 300/306
Average waiting ticks: 516.64
Longest waiting passenger: P181->35D(RIGHT)
Longest waiting ticks: 2487

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 7
Executable cluster candidates: 3
Rejected cluster candidates: 4
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 2287
Regions dissolved: 1
Repeated reconstructions avoided: 2287
Largest region lifetime: 2273
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2273:occupied=6
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1715
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2539
Maximum occupied tiles: 19
Seat events: 153
Single-blocker events: 37
Multiple-blocker events: 18
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 2706
Maximum occupied tiles: 20
Seat events: 147
Single-blocker events: 41
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1853
Reservations granted: 1853
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 10223
Longest unresolved passenger ID: 82
Longest unresolved row: 35
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P141(35J/RIGHT) -> P195(33E/RIGHT) -> P240(34F/RIGHT) -> P82(35E/RIGHT) -> P181(35D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 141
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 24957
Total stationary ticks: 176196
Seat-event requests: 2045
Failed seat-event starts: 1745

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 181
Critical blocker identity: P181->35D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P181(35D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P82(35E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P240(34F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P195(33E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P141(35J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1744
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 36
Critical blocker unavailable yield tiles: 36
Critical blocker yield-tile occupants: 248
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1744
Rear-boundary failures: 1
Middle-bank reservation failures: 0
Active-event deferrals: 1513
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[248]: P248(36I/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P248->36I(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P248{seat=36I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=259,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 36
Current unavailable yield tiles: 36
Current yield-tile occupants: 248
Final row-event chain: 181|248
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2043\nPrecedence substitutions made: 4\nDependency chains followed: 1737\nBlocked by waiting-row occupant: 1737\nSubstituted events started: 6\nOccupied-space rejections: 1750\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 11 | standardDataset=306/306 (100.00%) | independentSeedCohortDataset=300/306 (98.04%) | seatedDelta=-6 | completionDelta=-1.96% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | independentSeedCohortWorse=true | standardFamily=COMPLETE_CABIN | independentSeedCohortFamily=LINKED_ROW_EVENT_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:41
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 12
Scenario seed: 1940367191379968800

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 59.36%
Aisle-assignment balance: 93.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1326
Passengers seated: 342/342
Average waiting ticks: 582.61
Longest waiting passenger: P195->31D(RIGHT)
Longest waiting ticks: 1258

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 3
Executable cluster candidates: 3
Rejected cluster candidates: 0
Cluster selections: 3
Cluster-selected events started: 4
Largest detected cluster: 7
Selected release potential total: 12
Last cluster decision: LEFT:tiles1-9:occupied=7:anchor=P285:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 80
Regions dissolved: 3
Repeated reconstructions avoided: 80
Largest region lifetime: 58
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=58
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2823
Maximum occupied tiles: 15
Seat events: 160
Single-blocker events: 37
Multiple-blocker events: 26
Temporary aisle reoccupations: 93

RIGHT AISLE
-----------
Total moves: 3180
Maximum occupied tiles: 13
Seat events: 182
Single-blocker events: 58
Multiple-blocker events: 25
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7263
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9139
Total stationary ticks: 205436
Seat-event requests: 372
Failed seat-event starts: 30

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 954
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 30
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 954
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 10\nOccupied-space rejections: 40\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:41
Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 12
Scenario seed: 1940367191379968800

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 59.36%
Aisle-assignment balance: 93.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2249
Passengers seated: 145/342
Average waiting ticks: 1236.72
Longest waiting passenger: P0->14J(RIGHT)
Longest waiting ticks: 2249

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 44
Cluster candidates evaluated: 125
Executable cluster candidates: 0
Rejected cluster candidates: 125
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 34
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1921
Regions dissolved: 0
Repeated reconstructions avoided: 1921
Largest region lifetime: 1922
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1922:occupied=34
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1859
State changes reopening evaluation: 43
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2474
Maximum occupied tiles: 19
Seat events: 102
Single-blocker events: 22
Multiple-blocker events: 12
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1807
Maximum occupied tiles: 34
Seat events: 43
Single-blocker events: 12
Multiple-blocker events: 5
Temporary aisle reoccupations: 22

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 69
Reservations granted: 67
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 163
Remaining moving in aisle: 30
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 56705
Longest unresolved passenger ID: 0
Longest unresolved row: 14
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 26
Longest dependency chain: P157(19H/RIGHT) -> P142(22J/RIGHT) -> P337(23I/RIGHT) -> P314(18J/RIGHT) -> P215(25H/RIGHT) -> P325(25F/RIGHT) -> P241(23D/RIGHT) -> P61(23H/RIGHT) -> P264(15D/RIGHT) -> P165(16H/RIGHT) -> P287(19D/RIGHT) -> P56(15I/RIGHT) -> P172(25I/RIGHT) -> P34(20I/RIGHT) -> P244(25D/RIGHT) -> P127(22G/RIGHT) -> P47(20J/RIGHT) -> P183(22I/RIGHT) -> P263(22D/RIGHT) -> P195(31D/RIGHT) -> P228(31I/RIGHT) -> P89(27F/RIGHT) -> P27(27E/RIGHT) -> P43(27I/RIGHT) -> P332(26D/RIGHT) -> P291(26I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 157
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 30
Total blocked ticks: 72378
Total stationary ticks: 486597
Seat-event requests: 2057
Failed seat-event starts: 1912

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 291
Critical blocker identity: P291->26I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 25
Critical tree size including blocker: 26
Critical tree depth: 26
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 34
Unresolved outside passengers: 163
Unresolved internal passengers outside critical tree: 8
Critical blocker tree:
P291(26I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P332(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P43(27I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P27(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P89(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P228(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P195(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P263(22D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P183(22I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P47(20J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P127(22G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P244(25D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P34(20I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P172(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P56(15I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P287(19D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P165(16H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P264(15D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P61(23H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P241(23D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P325(25F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P215(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P314(18J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P337(23I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P142(22J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P157(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1912
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 27
Critical blocker unavailable yield tiles: 27
Critical blocker yield-tile occupants: 245
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1912
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 336
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[245]: P245(34I/RIGHT/MOVING_IN_AISLE@tile27) -> P298(28I/RIGHT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P298->28I(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P245{seat=34I,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=298,lastMoveTick=333,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 27
Current unavailable yield tiles: 27
Current yield-tile occupants: 245
Final row-event chain: 291|245|298
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2059\nPrecedence substitutions made: 3\nDependency chains followed: 10\nBlocked by waiting-row occupant: 10\nSubstituted events started: 3\nOccupied-space rejections: 1995\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 12 | standardDataset=342/342 (100.00%) | independentSeedCohortDataset=145/342 (42.40%) | seatedDelta=-197 | completionDelta=-57.60% | outsideDelta=+163 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | independentSeedCohortWorse=true | standardFamily=COMPLETE_CABIN | independentSeedCohortFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:41
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 13
Scenario seed: 924531067194441349

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.10%
Blocker-prone seat share (topology component): 58.50%
Aisle-assignment balance: 94.77%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2523
Passengers seated: 256/306
Average waiting ticks: 578.51
Longest waiting passenger: P41->34F(LEFT)
Longest waiting ticks: 2523

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 41
Cluster candidates evaluated: 37
Executable cluster candidates: 0
Rejected cluster candidates: 37
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 35
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2093
Regions dissolved: 0
Repeated reconstructions avoided: 2093
Largest region lifetime: 2094
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2094:occupied=35
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1798
State changes reopening evaluation: 40
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2174
Maximum occupied tiles: 35
Seat events: 111
Single-blocker events: 29
Multiple-blocker events: 7
Temporary aisle reoccupations: 44

RIGHT AISLE
-----------
Total moves: 2545
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 37
Multiple-blocker events: 13
Temporary aisle reoccupations: 63

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1943
Reservations granted: 1942
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 15
Remaining moving in aisle: 32
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 58524
Longest unresolved passenger ID: 41
Longest unresolved row: 34
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 15
Longest dependency chain: P2(30B/LEFT) -> P101(11B/LEFT) -> P143(5F/LEFT) -> P24(28B/LEFT) -> P33(19A/LEFT) -> P118(35A/LEFT) -> P268(9D/LEFT) -> P87(36A/LEFT) -> P36(13B/LEFT) -> P194(25G/LEFT) -> P126(14B/LEFT) -> P80(17E/LEFT) -> P32(30E/LEFT) -> P11(24D/LEFT) -> P0(15G/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 2
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 32
Total blocked ticks: 70436
Total stationary ticks: 239939
Seat-event requests: 2112
Failed seat-event starts: 1856

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 0
Critical blocker identity: P0->15G(LEFT)
Direct fan-out: 1
Total indirect descendants: 14
Critical tree size including blocker: 15
Critical tree depth: 15
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 35
Unresolved outside passengers: 15
Unresolved internal passengers outside critical tree: 20
Critical blocker tree:
P0(15G/LEFT/WAITING_FOR_SEAT_EVENT)
  P11(24D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P32(30E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P80(17E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P126(14B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P194(25G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P36(13B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P87(36A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P268(9D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P118(35A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P33(19A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P24(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P143(5F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P101(11B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P2(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1731
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 16|17
Critical blocker unavailable yield tiles: 17
Critical blocker yield-tile occupants: 58
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1731
Rear-boundary failures: 125
Middle-bank reservation failures: 1
Active-event deferrals: 828
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 5
Yield-occupant trace: yieldOccupant[58]: P58(18B/LEFT/MOVING_IN_AISLE@tile17) -> P67(22G/LEFT/MOVING_IN_AISLE@tile18) -> P264(31D/LEFT/MOVING_IN_AISLE@tile19) -> P219(32E/LEFT/MOVING_IN_AISLE@tile20) -> P271(21B/LEFT/WAITING_AT_ROW@tile21) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P271->21B(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P58{seat=18B,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=17,directBlocker=67,lastMoveTick=798,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 16|17
Current unavailable yield tiles: 17
Current yield-tile occupants: 58
Final row-event chain: 0|58|67|264|219|271
Final row-event chain length: 6
Distinct row events in chain: 6
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2113\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1750\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:41
Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 13
Scenario seed: 924531067194441349

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 28.10%
Blocker-prone seat share (topology component): 58.50%
Aisle-assignment balance: 94.77%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2152
Passengers seated: 113/306
Average waiting ticks: 1226.38
Longest waiting passenger: P0->15G(LEFT)
Longest waiting ticks: 2152

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 34
Cluster candidates evaluated: 62
Executable cluster candidates: 0
Rejected cluster candidates: 62
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 36
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1971
Regions dissolved: 0
Repeated reconstructions avoided: 1971
Largest region lifetime: 1972
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1972:occupied=36
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1929
State changes reopening evaluation: 33
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1258
Maximum occupied tiles: 36
Seat events: 22
Single-blocker events: 4
Multiple-blocker events: 2
Temporary aisle reoccupations: 8

RIGHT AISLE
-----------
Total moves: 2198
Maximum occupied tiles: 19
Seat events: 91
Single-blocker events: 24
Multiple-blocker events: 7
Temporary aisle reoccupations: 38

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 50
Reservations granted: 48
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 157
Remaining moving in aisle: 33
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 63814
Longest unresolved passenger ID: 0
Longest unresolved row: 15
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 31
Longest dependency chain: P51(19G/LEFT) -> P37(23D/LEFT) -> P107(17A/LEFT) -> P28(22B/LEFT) -> P166(20B/LEFT) -> P169(22D/LEFT) -> P124(21C/LEFT) -> P183(16E/LEFT) -> P18(16F/LEFT) -> P202(18E/LEFT) -> P232(14A/LEFT) -> P224(16C/LEFT) -> P149(24C/LEFT) -> P99(29A/LEFT) -> P168(32F/LEFT) -> P260(34E/LEFT) -> P244(33A/LEFT) -> P41(34F/LEFT) -> P2(30B/LEFT) -> P24(28B/LEFT) -> P118(35A/LEFT) -> P87(36A/LEFT) -> P32(30E/LEFT) -> P264(31D/LEFT) -> P219(32E/LEFT) -> P5(27E/LEFT) -> P172(35C/LEFT) -> P167(30A/LEFT) -> P280(35B/LEFT) -> P294(32A/LEFT) -> P92(31B/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 51
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 33
Total blocked ticks: 76289
Total stationary ticks: 444868
Seat-event requests: 2082
Failed seat-event starts: 1969

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 92
Critical blocker identity: P92->31B(LEFT)
Direct fan-out: 1
Total indirect descendants: 30
Critical tree size including blocker: 31
Critical tree depth: 31
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 36
Unresolved outside passengers: 157
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P92(31B/LEFT/WAITING_FOR_SEAT_EVENT)
  P294(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P280(35B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P167(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P172(35C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P5(27E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P219(32E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P264(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P32(30E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P87(36A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P118(35A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P24(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P2(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P41(34F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P244(33A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P260(34E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P168(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P99(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P149(24C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P224(16C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P232(14A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P202(18E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P18(16F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P183(16E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                P124(21C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P169(22D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P166(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P28(22B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P107(17A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                          P37(23D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                            P51(19G/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1961
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 32
Critical blocker unavailable yield tiles: 32
Critical blocker yield-tile occupants: 46
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1961
Rear-boundary failures: 8
Middle-bank reservation failures: 2
Active-event deferrals: 219
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[46]: P46(32B/LEFT/WAITING_AT_ROW@tile32) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P46->32B(LEFT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P46{seat=32B,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=32,directBlocker=-1,lastMoveTick=187,reason=WAITING_FOR_SEAT_EVENT,prerequisite=YIELD_TILE_OCCUPIED}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 32
Current unavailable yield tiles: 32
Current yield-tile occupants: 46
Final row-event chain: 92|46
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2084\nPrecedence substitutions made: 4\nDependency chains followed: 1961\nBlocked by waiting-row occupant: 1961\nSubstituted events started: 4\nOccupied-space rejections: 7868\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 13 | standardDataset=256/306 (83.66%) | independentSeedCohortDataset=113/306 (36.93%) | seatedDelta=-143 | completionDelta=-46.73% | outsideDelta=+142 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | independentSeedCohortWorse=true | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | independentSeedCohortFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:41
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 14
Scenario seed: -5423424710266000468

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 93.86%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2271
Passengers seated: 197/228
Average waiting ticks: 572.06
Longest waiting passenger: P0->9G(RIGHT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1626
Regions dissolved: 0
Repeated reconstructions avoided: 1626
Largest region lifetime: 1627
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1627:occupied=3
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1624
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1478
Maximum occupied tiles: 10
Seat events: 107
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 1300
Maximum occupied tiles: 11
Seat events: 90
Single-blocker events: 22
Multiple-blocker events: 4
Temporary aisle reoccupations: 30

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1731
Reservations granted: 1729
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 26
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 5197
Longest unresolved passenger ID: 0
Longest unresolved row: 9
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P113(26G/RIGHT) -> P84(6D/RIGHT) -> P20(3C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 113
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 12263
Total stationary ticks: 137997
Seat-event requests: 1832
Failed seat-event starts: 1635

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 20
Critical blocker identity: P20->3C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 26
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P20(3C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P84(6D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P113(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1635
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 4|5|6
Critical blocker unavailable yield tiles: 6
Critical blocker yield-tile occupants: 62
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1635
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 413
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[62]: P62(15H/RIGHT/MOVING_IN_AISLE@tile6) -> P34(7D/RIGHT/WAITING_AT_ROW@tile7) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P34->7D(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P62{seat=15H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=6,directBlocker=34,lastMoveTick=644,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 4|5|6
Current unavailable yield tiles: 6
Current yield-tile occupants: 62
Final row-event chain: 20|62|34
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1834\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1636\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:41
Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 14
Scenario seed: -5423424710266000468

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 93.86%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 228/228
Average waiting ticks: 392.83
Longest waiting passenger: P12->4D(RIGHT)
Longest waiting ticks: 831

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 7
Regions dissolved: 1
Repeated reconstructions avoided: 7
Largest region lifetime: 8
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=8
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1478
Maximum occupied tiles: 14
Seat events: 107
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 47

RIGHT AISLE
-----------
Total moves: 1786
Maximum occupied tiles: 16
Seat events: 121
Single-blocker events: 36
Multiple-blocker events: 10
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 126
Reservations granted: 121
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6107
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6830
Total stationary ticks: 94838
Seat-event requests: 235
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 370
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 370
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 240\nPrecedence substitutions made: 4\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 4\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 14 | standardDataset=197/228 (86.40%) | independentSeedCohortDataset=228/228 (100.00%) | seatedDelta=+31 | completionDelta=+13.60% | outsideDelta=-26 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | independentSeedCohortWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | independentSeedCohortFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:41
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 15
Scenario seed: 5234920149191577630

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 888
Passengers seated: 235/235
Average waiting ticks: 389.35
Longest waiting passenger: P177->26H(RIGHT)
Longest waiting ticks: 831

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:tiles15-19:occupied=4:anchor=P87:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 37
Regions dissolved: 1
Repeated reconstructions avoided: 37
Largest region lifetime: 38
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=38
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1574
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 47

RIGHT AISLE
-----------
Total moves: 1825
Maximum occupied tiles: 13
Seat events: 124
Single-blocker events: 30
Multiple-blocker events: 15
Temporary aisle reoccupations: 63

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 130
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4263
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5323
Total stationary ticks: 94962
Seat-event requests: 247
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 586
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 586
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 246\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:41
Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 15
Scenario seed: 5234920149191577630

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2011
Passengers seated: 131/235
Average waiting ticks: 913.40
Longest waiting passenger: P0->1B(LEFT)
Longest waiting ticks: 2011

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 9
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 13
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1557
Regions dissolved: 1
Repeated reconstructions avoided: 1557
Largest region lifetime: 1543
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1543:occupied=13
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1532
State changes reopening evaluation: 8
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1354
Maximum occupied tiles: 15
Seat events: 68
Single-blocker events: 14
Multiple-blocker events: 4
Temporary aisle reoccupations: 23

RIGHT AISLE
-----------
Total moves: 1468
Maximum occupied tiles: 17
Seat events: 63
Single-blocker events: 20
Multiple-blocker events: 4
Temporary aisle reoccupations: 29

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1619
Reservations granted: 1615
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 2

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 88
Remaining moving in aisle: 13
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 20165
Longest unresolved passenger ID: 0
Longest unresolved row: 1
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 13
Longest dependency chain: P226(13G/RIGHT) -> P119(16H/RIGHT) -> P140(13H/RIGHT) -> P61(15G/RIGHT) -> P223(12E/RIGHT) -> P168(18H/RIGHT) -> P219(18F/RIGHT) -> P221(18C/RIGHT) -> P64(20H/RIGHT) -> P50(12G/RIGHT) -> P134(20D/RIGHT) -> P14(18G/RIGHT) -> P18(13C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 13
Total blocked ticks: 30645
Total stationary ticks: 239723
Seat-event requests: 1679
Failed seat-event starts: 1548

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 18
Critical blocker identity: P18->13C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 12
Critical tree size including blocker: 13
Critical tree depth: 13
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 16
Unresolved outside passengers: 88
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P18(13C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P14(18G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P134(20D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P50(12G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P64(20H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P221(18C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P219(18F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P168(18H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P223(12E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P61(15G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P140(13H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P119(16H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P226(13G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1548
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 14|15|16
Critical blocker unavailable yield tiles: 16
Critical blocker yield-tile occupants: 109
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1548
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 265
Simultaneous arbitration losses: 2

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[109]: P109(20F/RIGHT/MOVING_IN_AISLE@tile16) -> P87(17D/RIGHT/WAITING_AT_ROW@tile17) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P87->17D(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P109{seat=20F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=16,directBlocker=87,lastMoveTick=468,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 14|15|16
Current unavailable yield tiles: 16
Current yield-tile occupants: 109
Final row-event chain: 18|109|87
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1685\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 1549\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 15 | standardDataset=235/235 (100.00%) | independentSeedCohortDataset=131/235 (55.74%) | seatedDelta=-104 | completionDelta=-44.26% | outsideDelta=+88 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | independentSeedCohortWorse=true | standardFamily=COMPLETE_CABIN | independentSeedCohortFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:41
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 16
Scenario seed: -1866960150028853595

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 67.15%
Aisle-assignment balance: 97.08%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 987
Passengers seated: 274/274
Average waiting ticks: 449.73
Longest waiting passenger: P92->9E(RIGHT)
Longest waiting ticks: 910

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2096
Maximum occupied tiles: 13
Seat events: 133
Single-blocker events: 34
Multiple-blocker events: 16
Temporary aisle reoccupations: 66

RIGHT AISLE
-----------
Total moves: 2160
Maximum occupied tiles: 15
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 16
Temporary aisle reoccupations: 70

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 92
Reservations granted: 92
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5334
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6585
Total stationary ticks: 127767
Seat-event requests: 285
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 577
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 1
Middle-bank reservation failures: 0
Active-event deferrals: 577
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 285\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:41
Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 16
Scenario seed: -1866960150028853595

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 67.15%
Aisle-assignment balance: 97.08%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2163
Passengers seated: 130/274
Average waiting ticks: 1068.11
Longest waiting passenger: P1->8B(LEFT)
Longest waiting ticks: 2163

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 23
Cluster candidates evaluated: 92
Executable cluster candidates: 1
Rejected cluster candidates: 91
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 30
Selected release potential total: 3
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1921
Regions dissolved: 1
Repeated reconstructions avoided: 1921
Largest region lifetime: 1907
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1907:occupied=30
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1851
State changes reopening evaluation: 22
Region priority competitions: 3
Regions ranked: 6
Hierarchical selections: 3
Lower-priority evaluations deferred: 1
Highest selected priority score: 33110
Left/right priority wins: 3/0
Priority ties: 0
Last priority decision: LEFT:R1:score=33110 | RIGHT:R2:score=2210 | selected=LEFT

LEFT AISLE
----------
Total moves: 1369
Maximum occupied tiles: 30
Seat events: 38
Single-blocker events: 10
Multiple-blocker events: 2
Temporary aisle reoccupations: 14

RIGHT AISLE
-----------
Total moves: 1919
Maximum occupied tiles: 17
Seat events: 92
Single-blocker events: 24
Multiple-blocker events: 8
Temporary aisle reoccupations: 40

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 51
Reservations granted: 51
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 114
Remaining moving in aisle: 25
Remaining waiting at row: 5
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 46810
Longest unresolved passenger ID: 1
Longest unresolved row: 8
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 25
Longest dependency chain: P82(19B/LEFT) -> P252(16A/LEFT) -> P237(17B/LEFT) -> P85(15E/LEFT) -> P99(21F/LEFT) -> P198(12C/LEFT) -> P238(12A/LEFT) -> P268(20A/LEFT) -> P200(18D/LEFT) -> P255(13C/LEFT) -> P37(22F/LEFT) -> P110(14C/LEFT) -> P207(18E/LEFT) -> P163(21C/LEFT) -> P75(21D/LEFT) -> P16(19A/LEFT) -> P118(18B/LEFT) -> P209(22A/LEFT) -> P233(21E/LEFT) -> P140(29C/LEFT) -> P218(23B/LEFT) -> P98(30F/LEFT) -> P44(26B/LEFT) -> P70(31D/LEFT) -> P89(25B/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 82
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 25
Total blocked ticks: 63101
Total stationary ticks: 345299
Seat-event requests: 2023
Failed seat-event starts: 1893

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 89
Critical blocker identity: P89->25B(LEFT)
Direct fan-out: 1
Total indirect descendants: 24
Critical tree size including blocker: 25
Critical tree depth: 25
Frozen internal components: 5
Terminal WAITING_FOR_SEAT_EVENT nodes: 5
Unresolved internal passengers: 30
Unresolved outside passengers: 114
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P89(25B/LEFT/WAITING_FOR_SEAT_EVENT)
  P70(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P44(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P98(30F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P218(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P140(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P233(21E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P209(22A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P118(18B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P16(19A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(21D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P163(21C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P207(18E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P110(14C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P37(22F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P255(13C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P200(18D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P268(20A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P238(12A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P198(12C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P99(21F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P85(15E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P237(17B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P252(16A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                P82(19B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1892
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 26
Critical blocker unavailable yield tiles: 26
Critical blocker yield-tile occupants: 217
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 3
Yield-tile occupied failures: 1892
Rear-boundary failures: 1
Middle-bank reservation failures: 0
Active-event deferrals: 354
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[217]: P217(29F/LEFT/MOVING_IN_AISLE@tile26) -> P69(27A/LEFT/WAITING_AT_ROW@tile27) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P69->27A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P217{seat=29F,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=26,directBlocker=69,lastMoveTick=258,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 26
Current unavailable yield tiles: 26
Current yield-tile occupants: 217
Final row-event chain: 89|217|69
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 5
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2022\nPrecedence substitutions made: 1\nDependency chains followed: 14\nBlocked by waiting-row occupant: 23\nSubstituted events started: 2\nOccupied-space rejections: 5751\nMaximum scheduling-chain depth: 4\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 16 | standardDataset=274/274 (100.00%) | independentSeedCohortDataset=130/274 (47.45%) | seatedDelta=-144 | completionDelta=-52.55% | outsideDelta=+114 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | independentSeedCohortWorse=true | standardFamily=COMPLETE_CABIN | independentSeedCohortFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:41
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 17
Scenario seed: 4580680059151628313

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1296
Passengers seated: 353/353
Average waiting ticks: 604.40
Longest waiting passenger: P223->34F(RIGHT)
Longest waiting ticks: 1240

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3061
Maximum occupied tiles: 14
Seat events: 174
Single-blocker events: 55
Multiple-blocker events: 23
Temporary aisle reoccupations: 108

RIGHT AISLE
-----------
Total moves: 3124
Maximum occupied tiles: 13
Seat events: 179
Single-blocker events: 52
Multiple-blocker events: 26
Temporary aisle reoccupations: 108

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 150
Reservations granted: 150
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7478
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8973
Total stationary ticks: 219569
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 783
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 783
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:41
Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 17
Scenario seed: 4580680059151628313

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2767
Passengers seated: 350/353
Average waiting ticks: 606.27
Longest waiting passenger: P350->35E(LEFT)
Longest waiting ticks: 2656

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 2376
Regions dissolved: 2
Repeated reconstructions avoided: 2376
Largest region lifetime: 2353
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=2353:occupied=3
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1761
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3059
Maximum occupied tiles: 20
Seat events: 171
Single-blocker events: 53
Multiple-blocker events: 21
Temporary aisle reoccupations: 101

RIGHT AISLE
-----------
Total moves: 3124
Maximum occupied tiles: 19
Seat events: 179
Single-blocker events: 53
Multiple-blocker events: 28
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1918
Reservations granted: 1913
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 12133
Longest unresolved passenger ID: 265
Longest unresolved row: 36
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P265(36C/LEFT) -> P350(35E/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 265
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 20521
Total stationary ticks: 227172
Seat-event requests: 2126
Failed seat-event starts: 1776

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 350
Critical blocker identity: P350->35E(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P350(35E/LEFT/WAITING_FOR_SEAT_EVENT)
  P265(36C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1775
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 36
Critical blocker unavailable yield tiles: 36
Critical blocker yield-tile occupants: 19
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1775
Rear-boundary failures: 1
Middle-bank reservation failures: 5
Active-event deferrals: 1635
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[19]: P19(36A/LEFT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P19->36A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P19{seat=36A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=407,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 36
Current unavailable yield tiles: 36
Current yield-tile occupants: 19
Final row-event chain: 350|19
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2132\nPrecedence substitutions made: 13\nDependency chains followed: 1778\nBlocked by waiting-row occupant: 1778\nSubstituted events started: 14\nOccupied-space rejections: 1789\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 17 | standardDataset=353/353 (100.00%) | independentSeedCohortDataset=350/353 (99.15%) | seatedDelta=-3 | completionDelta=-0.85% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | independentSeedCohortWorse=true | standardFamily=COMPLETE_CABIN | independentSeedCohortFamily=LINKED_ROW_EVENT_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:41
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 18
Scenario seed: -3062254669222715441

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.89%
Blocker-prone seat share (topology component): 67.95%
Aisle-assignment balance: 96.53%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 945
Passengers seated: 259/259
Average waiting ticks: 424.95
Longest waiting passenger: P224->5B(LEFT)
Longest waiting ticks: 894

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2037
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 35
Multiple-blocker events: 15
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 1908
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 42
Multiple-blocker events: 12
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 95
Reservations granted: 91
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4779
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5909
Total stationary ticks: 114071
Seat-event requests: 265
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 508
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 508
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 270\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:41
Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 18
Scenario seed: -3062254669222715441

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 30.89%
Blocker-prone seat share (topology component): 67.95%
Aisle-assignment balance: 96.53%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2405
Passengers seated: 255/259
Average waiting ticks: 429.68
Longest waiting passenger: P148->30F(LEFT)
Longest waiting ticks: 2315

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2106
Regions dissolved: 0
Repeated reconstructions avoided: 2106
Largest region lifetime: 2107
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2107:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1650
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2032
Maximum occupied tiles: 17
Seat events: 130
Single-blocker events: 33
Multiple-blocker events: 13
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 1908
Maximum occupied tiles: 16
Seat events: 125
Single-blocker events: 42
Multiple-blocker events: 12
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1749
Reservations granted: 1746
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8448
Longest unresolved passenger ID: 188
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P18(31E/LEFT) -> P188(31F/LEFT) -> P148(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 18
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 17781
Total stationary ticks: 123056
Seat-event requests: 1917
Failed seat-event starts: 1662

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 148
Critical blocker identity: P148->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 4
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P148(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P188(31F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P18(31E/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1662
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 32
Critical blocker yield-tile occupants: 191
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1662
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 1172
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[191]: P191(32A/LEFT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P191->32A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P191{seat=32A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=32,directBlocker=-1,lastMoveTick=284,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 32
Current yield-tile occupants: 191
Final row-event chain: 148|191
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1920\nPrecedence substitutions made: 2\nDependency chains followed: 1656\nBlocked by waiting-row occupant: 1656\nSubstituted events started: 3\nOccupied-space rejections: 1664\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 18 | standardDataset=259/259 (100.00%) | independentSeedCohortDataset=255/259 (98.46%) | seatedDelta=-4 | completionDelta=-1.54% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | independentSeedCohortWorse=true | standardFamily=COMPLETE_CABIN | independentSeedCohortFamily=LINKED_ROW_EVENT_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:41
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 19
Scenario seed: 4606788139871142551

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.49%
Blocker-prone seat share (topology component): 60.53%
Aisle-assignment balance: 99.42%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2721
Passengers seated: 325/342
Average waiting ticks: 568.11
Longest waiting passenger: P328->35B(LEFT)
Longest waiting ticks: 2636

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 23
Cluster candidates evaluated: 23
Executable cluster candidates: 1
Rejected cluster candidates: 22
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 17
Selected release potential total: 5
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 2008
Regions dissolved: 2
Repeated reconstructions avoided: 2008
Largest region lifetime: 1968
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1968:occupied=17
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1698
State changes reopening evaluation: 21
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3065
Maximum occupied tiles: 23
Seat events: 153
Single-blocker events: 40
Multiple-blocker events: 12
Temporary aisle reoccupations: 66

RIGHT AISLE
-----------
Total moves: 2927
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 44
Multiple-blocker events: 22
Temporary aisle reoccupations: 91

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 143
Reservations granted: 143
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 15
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 27512
Longest unresolved passenger ID: 220
Longest unresolved row: 36
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 16
Longest dependency chain: P50(32D/LEFT) -> P55(24C/LEFT) -> P144(32B/LEFT) -> P96(26B/LEFT) -> P45(33A/LEFT) -> P176(27A/LEFT) -> P92(27G/LEFT) -> P286(32E/LEFT) -> P334(31D/LEFT) -> P60(36A/LEFT) -> P200(31A/LEFT) -> P145(34A/LEFT) -> P52(36D/LEFT) -> P40(36B/LEFT) -> P282(36C/LEFT) -> P328(35B/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 50
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 15
Total blocked ticks: 39863
Total stationary ticks: 227441
Seat-event requests: 2097
Failed seat-event starts: 1772

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 328
Critical blocker identity: P328->35B(LEFT)
Direct fan-out: 1
Total indirect descendants: 15
Critical tree size including blocker: 16
Critical tree depth: 16
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 17
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P328(35B/LEFT/WAITING_FOR_SEAT_EVENT)
  P282(36C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P40(36B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P52(36D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P145(34A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P200(31A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P60(36A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P334(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P286(32E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P92(27G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P176(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P45(33A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P96(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P144(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P55(24C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P50(32D/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1772
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 36
Critical blocker unavailable yield tiles: 36
Critical blocker yield-tile occupants: 220
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1772
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 1304
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[220]: P220(36F/LEFT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P220->36F(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P220{seat=36F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=636,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 36
Current unavailable yield tiles: 36
Current yield-tile occupants: 220
Final row-event chain: 328|220
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2096\nPrecedence substitutions made: 3\nDependency chains followed: 1757\nBlocked by waiting-row occupant: 1757\nSubstituted events started: 5\nOccupied-space rejections: 1779\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:41
Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 19
Scenario seed: 4606788139871142551

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 27.49%
Blocker-prone seat share (topology component): 60.53%
Aisle-assignment balance: 99.42%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2270
Passengers seated: 151/342
Average waiting ticks: 1186.54
Longest waiting passenger: P0->2E(RIGHT)
Longest waiting ticks: 2270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 40
Cluster candidates evaluated: 40
Executable cluster candidates: 0
Rejected cluster candidates: 40
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 36
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2029
Regions dissolved: 0
Repeated reconstructions avoided: 2029
Largest region lifetime: 2030
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2030:occupied=36
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1913
State changes reopening evaluation: 39
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1871
Maximum occupied tiles: 36
Seat events: 44
Single-blocker events: 10
Multiple-blocker events: 1
Temporary aisle reoccupations: 12

RIGHT AISLE
-----------
Total moves: 2540
Maximum occupied tiles: 19
Seat events: 107
Single-blocker events: 28
Multiple-blocker events: 12
Temporary aisle reoccupations: 54

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 59
Reservations granted: 59
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 155
Remaining moving in aisle: 34
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 65757
Longest unresolved passenger ID: 0
Longest unresolved row: 2
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 35
Longest dependency chain: P128(21C/LEFT) -> P240(16G/LEFT) -> P83(17A/LEFT) -> P78(24E/LEFT) -> P31(15A/LEFT) -> P312(17C/LEFT) -> P81(22E/LEFT) -> P234(15F/LEFT) -> P22(25G/LEFT) -> P85(23B/LEFT) -> P138(25F/LEFT) -> P302(20E/LEFT) -> P271(25B/LEFT) -> P26(24F/LEFT) -> P305(17D/LEFT) -> P162(19E/LEFT) -> P174(20A/LEFT) -> P275(20B/LEFT) -> P73(25D/LEFT) -> P70(23F/LEFT) -> P50(32D/LEFT) -> P144(32B/LEFT) -> P96(26B/LEFT) -> P45(33A/LEFT) -> P176(27A/LEFT) -> P92(27G/LEFT) -> P286(32E/LEFT) -> P334(31D/LEFT) -> P60(36A/LEFT) -> P200(31A/LEFT) -> P145(34A/LEFT) -> P52(36D/LEFT) -> P40(36B/LEFT) -> P282(36C/LEFT) -> P328(35B/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 128
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 34
Total blocked ticks: 78664
Total stationary ticks: 479336
Seat-event requests: 2119
Failed seat-event starts: 1968

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 328
Critical blocker identity: P328->35B(LEFT)
Direct fan-out: 1
Total indirect descendants: 34
Critical tree size including blocker: 35
Critical tree depth: 35
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 36
Unresolved outside passengers: 155
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P328(35B/LEFT/WAITING_FOR_SEAT_EVENT)
  P282(36C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P40(36B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P52(36D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P145(34A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P200(31A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P60(36A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P334(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P286(32E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P92(27G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P176(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P45(33A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P96(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P144(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P50(32D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P70(23F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P73(25D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P275(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P174(20A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P162(19E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P305(17D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P26(24F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P271(25B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P302(20E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                P138(25F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P85(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P22(25G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P234(15F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P81(22E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                          P312(17C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                            P31(15A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                              P78(24E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                                P83(17A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                                  P240(16G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                                    P128(21C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1968
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 36
Critical blocker unavailable yield tiles: 36
Critical blocker yield-tile occupants: 220
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1968
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 383
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[220]: P220(36F/LEFT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P220->36F(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P220{seat=36F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=211,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 36
Current unavailable yield tiles: 36
Current yield-tile occupants: 220
Final row-event chain: 328|220
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2119\nPrecedence substitutions made: 2\nDependency chains followed: 1967\nBlocked by waiting-row occupant: 1967\nSubstituted events started: 2\nOccupied-space rejections: 1969\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 19 | standardDataset=325/342 (95.03%) | independentSeedCohortDataset=151/342 (44.15%) | seatedDelta=-174 | completionDelta=-50.88% | outsideDelta=+155 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | independentSeedCohortWorse=true | standardFamily=LINKED_ROW_EVENT_CHAIN | independentSeedCohortFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:41
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 20
Scenario seed: -5787197466374826465

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.49%
Blocker-prone seat share (topology component): 60.23%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1206
Passengers seated: 342/342
Average waiting ticks: 565.38
Longest waiting passenger: P66->9A(LEFT)
Longest waiting ticks: 1148

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 0
Cluster candidates evaluated: 3
Executable cluster candidates: 3
Rejected cluster candidates: 0
Cluster selections: 3
Cluster-selected events started: 5
Largest detected cluster: 4
Selected release potential total: 7
Last cluster decision: RIGHT:tiles6-11:occupied=4:anchor=P1:selected=P84:directReleases=1:releasePotential=3

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 80
Regions dissolved: 4
Repeated reconstructions avoided: 80
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=24
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2833
Maximum occupied tiles: 13
Seat events: 171
Single-blocker events: 47
Multiple-blocker events: 31
Temporary aisle reoccupations: 116

RIGHT AISLE
-----------
Total moves: 3021
Maximum occupied tiles: 13
Seat events: 171
Single-blocker events: 42
Multiple-blocker events: 31
Temporary aisle reoccupations: 108

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 148
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7360
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9192
Total stationary ticks: 199588
Seat-event requests: 377
Failed seat-event starts: 35

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 936
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 35
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 936
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 376\nPrecedence substitutions made: 4\nDependency chains followed: 5\nBlocked by waiting-row occupant: 6\nSubstituted events started: 9\nOccupied-space rejections: 50\nMaximum scheduling-chain depth: 3\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:41
Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 20
Scenario seed: -5787197466374826465

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 27.49%
Blocker-prone seat share (topology component): 60.23%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2288
Passengers seated: 154/342
Average waiting ticks: 1205.93
Longest waiting passenger: P1->9J(RIGHT)
Longest waiting ticks: 2288

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 41
Cluster candidates evaluated: 123
Executable cluster candidates: 0
Rejected cluster candidates: 123
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 34
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2012
Regions dissolved: 0
Repeated reconstructions avoided: 2012
Largest region lifetime: 2013
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2013:occupied=34
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1918
State changes reopening evaluation: 40
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1720
Maximum occupied tiles: 34
Seat events: 44
Single-blocker events: 6
Multiple-blocker events: 3
Temporary aisle reoccupations: 12

RIGHT AISLE
-----------
Total moves: 2631
Maximum occupied tiles: 20
Seat events: 110
Single-blocker events: 27
Multiple-blocker events: 14
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 69
Reservations granted: 69
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 154
Remaining moving in aisle: 30
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 58578
Longest unresolved passenger ID: 1
Longest unresolved row: 9
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 30
Longest dependency chain: P260(20B/LEFT) -> P213(19B/LEFT) -> P37(15C/LEFT) -> P312(21D/LEFT) -> P289(16B/LEFT) -> P197(21G/LEFT) -> P74(24C/LEFT) -> P34(22D/LEFT) -> P102(19E/LEFT) -> P222(23B/LEFT) -> P58(25A/LEFT) -> P239(20G/LEFT) -> P29(21C/LEFT) -> P9(19C/LEFT) -> P23(18B/LEFT) -> P109(17A/LEFT) -> P139(18C/LEFT) -> P227(22G/LEFT) -> P325(22C/LEFT) -> P211(22F/LEFT) -> P243(29F/LEFT) -> P218(35B/LEFT) -> P323(28A/LEFT) -> P161(26E/LEFT) -> P247(30A/LEFT) -> P166(34C/LEFT) -> P43(36A/LEFT) -> P114(32C/LEFT) -> P308(33G/LEFT) -> P106(30B/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 260
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 30
Total blocked ticks: 75287
Total stationary ticks: 478502
Seat-event requests: 2124
Failed seat-event starts: 1970

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 106
Critical blocker identity: P106->30B(LEFT)
Direct fan-out: 1
Total indirect descendants: 29
Critical tree size including blocker: 30
Critical tree depth: 30
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 34
Unresolved outside passengers: 154
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P106(30B/LEFT/WAITING_FOR_SEAT_EVENT)
  P308(33G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P114(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P43(36A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P166(34C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P247(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P161(26E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P323(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P218(35B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P243(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P211(22F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P325(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P227(22G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P139(18C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P109(17A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P23(18B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P9(19C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P29(21C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P239(20G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P58(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P222(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P102(19E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P34(22D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P74(24C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                P197(21G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P289(16B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P312(21D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P37(15C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P213(19B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                          P260(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1969
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 223
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 3
Yield-tile occupied failures: 1969
Rear-boundary failures: 1
Middle-bank reservation failures: 0
Active-event deferrals: 503
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[223]: P223(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P223->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P223{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=276,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 31
Current unavailable yield tiles: 31
Current yield-tile occupants: 223
Final row-event chain: 106|223
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2124\nPrecedence substitutions made: 6\nDependency chains followed: 1968\nBlocked by waiting-row occupant: 1968\nSubstituted events started: 6\nOccupied-space rejections: 9919\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 20 | standardDataset=342/342 (100.00%) | independentSeedCohortDataset=154/342 (45.03%) | seatedDelta=-188 | completionDelta=-54.97% | outsideDelta=+154 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | independentSeedCohortWorse=true | standardFamily=COMPLETE_CABIN | independentSeedCohortFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:42
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 21
Scenario seed: 5779315181639288348

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.27%
Blocker-prone seat share (topology component): 66.02%
Aisle-assignment balance: 98.07%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 943
Passengers seated: 259/259
Average waiting ticks: 422.23
Longest waiting passenger: P225->31C(LEFT)
Longest waiting ticks: 881

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2164
Maximum occupied tiles: 14
Seat events: 132
Single-blocker events: 35
Multiple-blocker events: 9
Temporary aisle reoccupations: 53

RIGHT AISLE
-----------
Total moves: 1957
Maximum occupied tiles: 14
Seat events: 127
Single-blocker events: 36
Multiple-blocker events: 9
Temporary aisle reoccupations: 54

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 88
Reservations granted: 84
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5266
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6503
Total stationary ticks: 113887
Seat-event requests: 262
Failed seat-event starts: 3

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 627
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 3
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 627
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 266\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:42
Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 21
Scenario seed: 5779315181639288348

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 31.27%
Blocker-prone seat share (topology component): 66.02%
Aisle-assignment balance: 98.07%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 917
Passengers seated: 259/259
Average waiting ticks: 421.91
Longest waiting passenger: P66->1A(LEFT)
Longest waiting ticks: 903

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2164
Maximum occupied tiles: 16
Seat events: 132
Single-blocker events: 36
Multiple-blocker events: 9
Temporary aisle reoccupations: 54

RIGHT AISLE
-----------
Total moves: 1957
Maximum occupied tiles: 17
Seat events: 127
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 84
Reservations granted: 84
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8491
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9530
Total stationary ticks: 116920
Seat-event requests: 262
Failed seat-event starts: 3

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 553
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 3
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 553
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 8\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 21 | standardDataset=259/259 (100.00%) | independentSeedCohortDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | independentSeedCohortWorse=false | standardFamily=COMPLETE_CABIN | independentSeedCohortFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:42
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 22
Scenario seed: -4051979074749665894

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 59.57%
Aisle-assignment balance: 95.68%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1192
Passengers seated: 324/324
Average waiting ticks: 537.25
Longest waiting passenger: P268->19A(LEFT)
Longest waiting ticks: 1161

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:tiles27-30:occupied=3:anchor=P141:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 56
Regions dissolved: 2
Repeated reconstructions avoided: 56
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=28
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2899
Maximum occupied tiles: 16
Seat events: 169
Single-blocker events: 40
Multiple-blocker events: 31
Temporary aisle reoccupations: 105

RIGHT AISLE
-----------
Total moves: 2710
Maximum occupied tiles: 13
Seat events: 155
Single-blocker events: 48
Multiple-blocker events: 19
Temporary aisle reoccupations: 89

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 150
Reservations granted: 148
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6907
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8622
Total stationary ticks: 180036
Seat-event requests: 352
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 800
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 800
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 353\nPrecedence substitutions made: 4\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 40\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:42
Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 22
Scenario seed: -4051979074749665894

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 59.57%
Aisle-assignment balance: 95.68%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1175
Passengers seated: 324/324
Average waiting ticks: 541.93
Longest waiting passenger: P174->1F(LEFT)
Longest waiting ticks: 1167

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: LEFT:tiles25-30:occupied=5:anchor=P141:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 37
Regions dissolved: 1
Repeated reconstructions avoided: 37
Largest region lifetime: 38
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=38
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2899
Maximum occupied tiles: 19
Seat events: 169
Single-blocker events: 41
Multiple-blocker events: 32
Temporary aisle reoccupations: 108

RIGHT AISLE
-----------
Total moves: 2710
Maximum occupied tiles: 19
Seat events: 155
Single-blocker events: 45
Multiple-blocker events: 19
Temporary aisle reoccupations: 86

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 147
Reservations granted: 146
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 11171
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 12438
Total stationary ticks: 185523
Seat-event requests: 344
Failed seat-event starts: 20

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 684
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 20
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 684
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 344\nPrecedence substitutions made: 9\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 10\nOccupied-space rejections: 26\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 22 | standardDataset=324/324 (100.00%) | independentSeedCohortDataset=324/324 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | independentSeedCohortWorse=false | standardFamily=COMPLETE_CABIN | independentSeedCohortFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:42
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 23
Scenario seed: -3465339749079405428

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.16%
Blocker-prone seat share (topology component): 61.11%
Aisle-assignment balance: 98.77%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2650
Passengers seated: 313/324
Average waiting ticks: 576.59
Longest waiting passenger: P133->6G(LEFT)
Longest waiting ticks: 2645

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1537
Regions dissolved: 0
Repeated reconstructions avoided: 1537
Largest region lifetime: 1538
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1538:occupied=3
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1535
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2660
Maximum occupied tiles: 12
Seat events: 153
Single-blocker events: 36
Multiple-blocker events: 20
Temporary aisle reoccupations: 78

RIGHT AISLE
-----------
Total moves: 2869
Maximum occupied tiles: 12
Seat events: 160
Single-blocker events: 49
Multiple-blocker events: 20
Temporary aisle reoccupations: 91

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1676
Reservations granted: 1675
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 5
Remaining waiting at row: 6
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 10213
Longest unresolved passenger ID: 228
Longest unresolved row: 34
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P289(34A/LEFT) -> P92(14G/LEFT) -> P133(6G/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 289
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 5
Total blocked ticks: 24666
Total stationary ticks: 199682
Seat-event requests: 1866
Failed seat-event starts: 1553

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 133
Critical blocker identity: P133->6G(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 6
Terminal WAITING_FOR_SEAT_EVENT nodes: 6
Unresolved internal passengers: 11
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 8
Critical blocker tree:
P133(6G/LEFT/WAITING_FOR_SEAT_EVENT)
  P92(14G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P289(34A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1553
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 7|8|9
Critical blocker unavailable yield tiles: 9
Critical blocker yield-tile occupants: 138
Waiting-row passengers with zero blockers: 5
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1553
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 810
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[138]: P138(17C/LEFT/MOVING_IN_AISLE@tile9) -> P295(10G/LEFT/WAITING_AT_ROW@tile10) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P295->10G(LEFT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P138{seat=17C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=9,directBlocker=295,lastMoveTick=1108,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 7|8|9
Current unavailable yield tiles: 9
Current yield-tile occupants: 138
Final row-event chain: 133|138|295
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1867\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 1558\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:42
Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 23
Scenario seed: -3465339749079405428

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 27.16%
Blocker-prone seat share (topology component): 61.11%
Aisle-assignment balance: 98.77%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2666
Passengers seated: 320/324
Average waiting ticks: 561.17
Longest waiting passenger: P228->34B(LEFT)
Longest waiting ticks: 2567

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2325
Regions dissolved: 0
Repeated reconstructions avoided: 2325
Largest region lifetime: 2326
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2326:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1729
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2736
Maximum occupied tiles: 18
Seat events: 160
Single-blocker events: 35
Multiple-blocker events: 23
Temporary aisle reoccupations: 83

RIGHT AISLE
-----------
Total moves: 2869
Maximum occupied tiles: 17
Seat events: 160
Single-blocker events: 53
Multiple-blocker events: 20
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 136
Reservations granted: 136
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 10526
Longest unresolved passenger ID: 108
Longest unresolved row: 36
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P289(34A/LEFT) -> P108(36F/LEFT) -> P228(34B/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 289
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 20959
Total stationary ticks: 195718
Seat-event requests: 2064
Failed seat-event starts: 1744

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 228
Critical blocker identity: P228->34B(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 4
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P228(34B/LEFT/WAITING_FOR_SEAT_EVENT)
  P108(36F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P289(34A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1743
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 35
Critical blocker unavailable yield tiles: 35
Critical blocker yield-tile occupants: 15
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1743
Rear-boundary failures: 1
Middle-bank reservation failures: 0
Active-event deferrals: 1605
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[15]: P15(35F/LEFT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P15->35F(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P15{seat=35F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=338,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 35
Current unavailable yield tiles: 35
Current yield-tile occupants: 15
Final row-event chain: 228|15
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2064\nPrecedence substitutions made: 10\nDependency chains followed: 1743\nBlocked by waiting-row occupant: 1743\nSubstituted events started: 11\nOccupied-space rejections: 1752\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 23 | standardDataset=313/324 (96.60%) | independentSeedCohortDataset=320/324 (98.77%) | seatedDelta=+7 | completionDelta=+2.16% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | independentSeedCohortWorse=false | standardFamily=MOVING_PASSENGER_YIELD_CHAIN | independentSeedCohortFamily=LINKED_ROW_EVENT_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:42
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 24
Scenario seed: -8724376751297604914

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.49%
Blocker-prone seat share (topology component): 59.94%
Aisle-assignment balance: 95.32%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1284
Passengers seated: 342/342
Average waiting ticks: 583.22
Longest waiting passenger: P59->10B(LEFT)
Longest waiting ticks: 1218

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3073
Maximum occupied tiles: 14
Seat events: 179
Single-blocker events: 49
Multiple-blocker events: 30
Temporary aisle reoccupations: 115

RIGHT AISLE
-----------
Total moves: 2922
Maximum occupied tiles: 13
Seat events: 163
Single-blocker events: 58
Multiple-blocker events: 20
Temporary aisle reoccupations: 99

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 147
Reservations granted: 144
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7001
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8635
Total stationary ticks: 205334
Seat-event requests: 355
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 816
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 816
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 359\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:42
Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 24
Scenario seed: -8724376751297604914

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 27.49%
Blocker-prone seat share (topology component): 59.94%
Aisle-assignment balance: 95.32%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2732
Passengers seated: 336/342
Average waiting ticks: 586.76
Longest waiting passenger: P272->29A(LEFT)
Longest waiting ticks: 2644

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 8
Cluster candidates evaluated: 7
Executable cluster candidates: 4
Rejected cluster candidates: 3
Cluster selections: 3
Cluster-selected events started: 4
Largest detected cluster: 6
Selected release potential total: 14
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 2469
Regions dissolved: 3
Repeated reconstructions avoided: 2469
Largest region lifetime: 2397
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=2397:occupied=6
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1716
State changes reopening evaluation: 5
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3067
Maximum occupied tiles: 21
Seat events: 173
Single-blocker events: 50
Multiple-blocker events: 23
Temporary aisle reoccupations: 101

RIGHT AISLE
-----------
Total moves: 2922
Maximum occupied tiles: 18
Seat events: 163
Single-blocker events: 56
Multiple-blocker events: 23
Temporary aisle reoccupations: 104

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 157
Reservations granted: 151
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 11801
Longest unresolved passenger ID: 21
Longest unresolved row: 35
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P148(36A/LEFT) -> P21(35D/LEFT) -> P137(35A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 148
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 27383
Total stationary ticks: 218399
Seat-event requests: 2087
Failed seat-event starts: 1751

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 137
Critical blocker identity: P137->35A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P137(35A/LEFT/WAITING_FOR_SEAT_EVENT)
  P21(35D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P148(36A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 2180
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 36|37
Critical blocker unavailable yield tiles: 37
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 3
Yield-tile occupied failures: 1739
Rear-boundary failures: 12
Middle-bank reservation failures: 6
Active-event deferrals: 2180
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 36|37
Current unavailable yield tiles: 37
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2090\nPrecedence substitutions made: 9\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 13\nOccupied-space rejections: 1750\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 24 | standardDataset=342/342 (100.00%) | independentSeedCohortDataset=336/342 (98.25%) | seatedDelta=-6 | completionDelta=-1.75% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=3 | clusterStarts=4 | convertedToSuccess=false | independentSeedCohortWorse=true | standardFamily=COMPLETE_CABIN | independentSeedCohortFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:42
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 25
Scenario seed: 3935234516603115391

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.08%
Blocker-prone seat share (topology component): 60.42%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2574
Passengers seated: 286/288
Average waiting ticks: 498.06
Longest waiting passenger: P122->34J(RIGHT)
Longest waiting ticks: 2511

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2347
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 31
Multiple-blocker events: 16
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2688
Maximum occupied tiles: 14
Seat events: 146
Single-blocker events: 42
Multiple-blocker events: 15
Temporary aisle reoccupations: 72

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 124
Reservations granted: 124
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5616
Longest unresolved passenger ID: 122
Longest unresolved row: 34
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 1
Longest dependency chain: P122(34J/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 122
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 10073
Total stationary ticks: 148108
Seat-event requests: 1823
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 122
Critical blocker identity: P122->34J(RIGHT)
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 1
Critical tree depth: 1
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P122(34J/RIGHT/WAITING_FOR_SEAT_EVENT)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1537
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 35|36
Critical blocker unavailable yield tiles: 36
Critical blocker yield-tile occupants: 194
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1537
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 782
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[194]: P194(36D/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P194->36D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P194{seat=36D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=1027,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 35|36
Current unavailable yield tiles: 36
Current yield-tile occupants: 194
Final row-event chain: 122|194
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1823\nPrecedence substitutions made: 2\nDependency chains followed: 1529\nBlocked by waiting-row occupant: 1529\nSubstituted events started: 3\nOccupied-space rejections: 1539\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:42
Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 25
Scenario seed: 3935234516603115391

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 27.08%
Blocker-prone seat share (topology component): 60.42%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2544
Passengers seated: 286/288
Average waiting ticks: 511.03
Longest waiting passenger: P122->34J(RIGHT)
Longest waiting ticks: 2444

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2347
Maximum occupied tiles: 16
Seat events: 140
Single-blocker events: 31
Multiple-blocker events: 15
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2688
Maximum occupied tiles: 19
Seat events: 146
Single-blocker events: 42
Multiple-blocker events: 16
Temporary aisle reoccupations: 75

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 124
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 9380
Longest unresolved passenger ID: 122
Longest unresolved row: 34
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 1
Longest dependency chain: P122(34J/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 122
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 14634
Total stationary ticks: 155443
Seat-event requests: 1965
Failed seat-event starts: 1679

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 122
Critical blocker identity: P122->34J(RIGHT)
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 1
Critical tree depth: 1
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P122(34J/RIGHT/WAITING_FOR_SEAT_EVENT)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1679
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 35|36
Critical blocker unavailable yield tiles: 36
Critical blocker yield-tile occupants: 194
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1679
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 1309
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[194]: P194(36D/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P194->36D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P194{seat=36D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=390,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 35|36
Current unavailable yield tiles: 36
Current yield-tile occupants: 194
Final row-event chain: 122|194
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1970\nPrecedence substitutions made: 4\nDependency chains followed: 1676\nBlocked by waiting-row occupant: 1676\nSubstituted events started: 4\nOccupied-space rejections: 1680\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 25 | standardDataset=286/288 (99.31%) | independentSeedCohortDataset=286/288 (99.31%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | independentSeedCohortWorse=false | standardFamily=LINKED_ROW_EVENT_CHAIN | independentSeedCohortFamily=LINKED_ROW_EVENT_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:42
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 26
Scenario seed: -4178228550017584268

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 26.80%
Blocker-prone seat share (topology component): 61.44%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2583
Passengers seated: 296/306
Average waiting ticks: 509.62
Longest waiting passenger: P71->34J(RIGHT)
Longest waiting ticks: 2508

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 10
Cluster candidates evaluated: 10
Executable cluster candidates: 0
Rejected cluster candidates: 10
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 10
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1715
Regions dissolved: 0
Repeated reconstructions avoided: 1715
Largest region lifetime: 1716
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1716:occupied=10
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1602
State changes reopening evaluation: 9
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2633
Maximum occupied tiles: 15
Seat events: 153
Single-blocker events: 45
Multiple-blocker events: 16
Temporary aisle reoccupations: 77

RIGHT AISLE
-----------
Total moves: 2738
Maximum occupied tiles: 17
Seat events: 143
Single-blocker events: 35
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 121
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 8
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 13718
Longest unresolved passenger ID: 12
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 9
Longest dependency chain: P216(30J/RIGHT) -> P280(30F/RIGHT) -> P124(35F/RIGHT) -> P113(35J/RIGHT) -> P285(31E/RIGHT) -> P121(32J/RIGHT) -> P253(34G/RIGHT) -> P12(36H/RIGHT) -> P71(34J/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 216
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 8
Total blocked ticks: 24538
Total stationary ticks: 174747
Seat-event requests: 1928
Failed seat-event starts: 1632

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->34J(RIGHT)
Direct fan-out: 1
Total indirect descendants: 8
Critical tree size including blocker: 9
Critical tree depth: 9
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 10
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P71(34J/RIGHT/WAITING_FOR_SEAT_EVENT)
  P12(36H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P253(34G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P121(32J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P285(31E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P113(35J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P124(35F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P280(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P216(30J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1632
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 35|36
Critical blocker unavailable yield tiles: 36
Critical blocker yield-tile occupants: 278
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1632
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 846
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[278]: P278(36E/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P278->36E(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P278{seat=36E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=838,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 35|36
Current unavailable yield tiles: 36
Current yield-tile occupants: 278
Final row-event chain: 71|278
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1933\nPrecedence substitutions made: 3\nDependency chains followed: 1625\nBlocked by waiting-row occupant: 1625\nSubstituted events started: 3\nOccupied-space rejections: 1634\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:42
Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 26
Scenario seed: -4178228550017584268

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 26.80%
Blocker-prone seat share (topology component): 61.44%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2586
Passengers seated: 294/306
Average waiting ticks: 520.10
Longest waiting passenger: P210->21D(RIGHT)
Longest waiting ticks: 2525

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 16
Cluster candidates evaluated: 20
Executable cluster candidates: 6
Rejected cluster candidates: 14
Cluster selections: 6
Cluster-selected events started: 3
Largest detected cluster: 13
Selected release potential total: 55
Last cluster decision: LEFT:region=R3:result=LOWER_HIERARCHICAL_PRIORITY_DEFERRED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 2385
Regions dissolved: 2
Repeated reconstructions avoided: 2385
Largest region lifetime: 2273
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: TRACK:R1:age=2273:localMembers=10
Confirmation deferral ticks: 5
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 73
State changes reopening evaluation: 15
Region priority competitions: 12
Regions ranked: 24
Hierarchical selections: 12
Lower-priority evaluations deferred: 1
Highest selected priority score: 14312
Left/right priority wins: 5/7
Priority ties: 0
Last priority decision: LEFT:R3:score=3310 | RIGHT:R1:score=11058 | selected=RIGHT

LEFT AISLE
----------
Total moves: 2633
Maximum occupied tiles: 19
Seat events: 153
Single-blocker events: 47
Multiple-blocker events: 16
Temporary aisle reoccupations: 80

RIGHT AISLE
-----------
Total moves: 2738
Maximum occupied tiles: 23
Seat events: 141
Single-blocker events: 34
Multiple-blocker events: 12
Temporary aisle reoccupations: 59

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1801
Reservations granted: 1801
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 11

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 8
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 18679
Longest unresolved passenger ID: 12
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 9
Longest dependency chain: P216(30J/RIGHT) -> P280(30F/RIGHT) -> P124(35F/RIGHT) -> P113(35J/RIGHT) -> P285(31E/RIGHT) -> P121(32J/RIGHT) -> P253(34G/RIGHT) -> P12(36H/RIGHT) -> P71(34J/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 216
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 8
Total blocked ticks: 38384
Total stationary ticks: 186747
Seat-event requests: 2081
Failed seat-event starts: 1787

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->34J(RIGHT)
Direct fan-out: 1
Total indirect descendants: 8
Critical tree size including blocker: 9
Critical tree depth: 9
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(34J/RIGHT/WAITING_FOR_SEAT_EVENT)
  P12(36H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P253(34G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P121(32J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P285(31E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P113(35J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P124(35F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P280(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P216(30J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 1959
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 35|36
Critical blocker unavailable yield tiles: 36
Critical blocker yield-tile occupants: 278
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 3
Yield-tile occupied failures: 1787
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 1959
Simultaneous arbitration losses: 11

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[278]: P278(36E/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P278->36E(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: P278{seat=36E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=309,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 35|36
Current unavailable yield tiles: 36
Current yield-tile occupants: 278
Final row-event chain: 71|278
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2086\nPrecedence substitutions made: 5\nDependency chains followed: 1770\nBlocked by waiting-row occupant: 1770\nSubstituted events started: 9\nOccupied-space rejections: 6887\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 26 | standardDataset=296/306 (96.73%) | independentSeedCohortDataset=294/306 (96.08%) | seatedDelta=-2 | completionDelta=-0.65% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=6 | clusterStarts=3 | convertedToSuccess=false | independentSeedCohortWorse=true | standardFamily=LINKED_ROW_EVENT_CHAIN | independentSeedCohortFamily=LINKED_ROW_EVENT_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:42
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 27
Scenario seed: 7964045818483031903

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.43%
Blocker-prone seat share (topology component): 68.26%
Aisle-assignment balance: 99.13%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 827
Passengers seated: 230/230
Average waiting ticks: 375.36
Longest waiting passenger: P31->23G(RIGHT)
Longest waiting ticks: 773

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1665
Maximum occupied tiles: 12
Seat events: 114
Single-blocker events: 33
Multiple-blocker events: 13
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 1816
Maximum occupied tiles: 12
Seat events: 116
Single-blocker events: 26
Multiple-blocker events: 5
Temporary aisle reoccupations: 36

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 74
Reservations granted: 73
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4243
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5350
Total stationary ticks: 89943
Seat-event requests: 237
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 537
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 537
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:42
Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 27
Scenario seed: 7964045818483031903

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 30.43%
Blocker-prone seat share (topology component): 68.26%
Aisle-assignment balance: 99.13%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 818
Passengers seated: 230/230
Average waiting ticks: 380.80
Longest waiting passenger: P26->11I(RIGHT)
Longest waiting ticks: 790

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 23
Regions dissolved: 1
Repeated reconstructions avoided: 23
Largest region lifetime: 24
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=24
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1665
Maximum occupied tiles: 16
Seat events: 114
Single-blocker events: 32
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

RIGHT AISLE
-----------
Total moves: 1816
Maximum occupied tiles: 18
Seat events: 116
Single-blocker events: 27
Multiple-blocker events: 5
Temporary aisle reoccupations: 37

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 80
Reservations granted: 76
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6878
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7735
Total stationary ticks: 93651
Seat-event requests: 239
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 465
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 465
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 243\nPrecedence substitutions made: 4\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 27 | standardDataset=230/230 (100.00%) | independentSeedCohortDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | independentSeedCohortWorse=false | standardFamily=COMPLETE_CABIN | independentSeedCohortFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:42
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 28
Scenario seed: -5450075030189998069

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 60.53%
Aisle-assignment balance: 93.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 342/342
Average waiting ticks: 572.38
Longest waiting passenger: P264->11D(RIGHT)
Longest waiting ticks: 1242

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles28-31:occupied=3:anchor=P12:selected=P113:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 24
Regions dissolved: 3
Repeated reconstructions avoided: 24
Largest region lifetime: 12
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2712
Maximum occupied tiles: 13
Seat events: 160
Single-blocker events: 45
Multiple-blocker events: 18
Temporary aisle reoccupations: 82

RIGHT AISLE
-----------
Total moves: 3238
Maximum occupied tiles: 14
Seat events: 182
Single-blocker events: 41
Multiple-blocker events: 33
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 145
Reservations granted: 144
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7581
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9269
Total stationary ticks: 202269
Seat-event requests: 359
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 839
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 839
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 360\nPrecedence substitutions made: 4\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:42
Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 28
Scenario seed: -5450075030189998069

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 60.53%
Aisle-assignment balance: 93.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1278
Passengers seated: 342/342
Average waiting ticks: 581.40
Longest waiting passenger: P264->11D(RIGHT)
Longest waiting ticks: 1265

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 3
Executable cluster candidates: 3
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 9
Selected release potential total: 12
Last cluster decision: RIGHT:tiles14-18:occupied=4:anchor=P227:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 58
Regions dissolved: 2
Repeated reconstructions avoided: 58
Largest region lifetime: 37
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=37
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2712
Maximum occupied tiles: 18
Seat events: 160
Single-blocker events: 45
Multiple-blocker events: 18
Temporary aisle reoccupations: 82

RIGHT AISLE
-----------
Total moves: 3238
Maximum occupied tiles: 19
Seat events: 182
Single-blocker events: 42
Multiple-blocker events: 33
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 143
Reservations granted: 140
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 11950
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 13233
Total stationary ticks: 209442
Seat-event requests: 358
Failed seat-event starts: 16

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 725
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 16
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 725
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 359\nPrecedence substitutions made: 9\nDependency chains followed: 11\nBlocked by waiting-row occupant: 11\nSubstituted events started: 15\nOccupied-space rejections: 30\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 28 | standardDataset=342/342 (100.00%) | independentSeedCohortDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | independentSeedCohortWorse=false | standardFamily=COMPLETE_CABIN | independentSeedCohortFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:42
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 29
Scenario seed: 3918889295960361966

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 26.54%
Blocker-prone seat share (topology component): 58.02%
Aisle-assignment balance: 90.12%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2568
Passengers seated: 294/324
Average waiting ticks: 540.48
Longest waiting passenger: P98->25J(RIGHT)
Longest waiting ticks: 2533

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 31
Cluster candidates evaluated: 25
Executable cluster candidates: 2
Rejected cluster candidates: 23
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 30
Selected release potential total: 6
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 1739
Regions dissolved: 3
Repeated reconstructions avoided: 1739
Largest region lifetime: 1710
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1710:occupied=30
Confirmation deferral ticks: 7
Regions reaching confirmation: 3
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1541
State changes reopening evaluation: 29
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2418
Maximum occupied tiles: 12
Seat events: 146
Single-blocker events: 52
Multiple-blocker events: 9
Temporary aisle reoccupations: 71

RIGHT AISLE
-----------
Total moves: 2899
Maximum occupied tiles: 30
Seat events: 148
Single-blocker events: 31
Multiple-blocker events: 22
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 180
Reservations granted: 177
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 28
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 44139
Longest unresolved passenger ID: 321
Longest unresolved row: 34
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 21
Longest dependency chain: P233(30E/RIGHT) -> P190(11I/RIGHT) -> P122(33E/RIGHT) -> P275(18H/RIGHT) -> P148(15E/RIGHT) -> P210(19I/RIGHT) -> P180(36H/RIGHT) -> P238(29F/RIGHT) -> P17(27I/RIGHT) -> P299(18G/RIGHT) -> P95(35E/RIGHT) -> P36(22H/RIGHT) -> P193(21H/RIGHT) -> P296(29J/RIGHT) -> P245(32F/RIGHT) -> P252(21F/RIGHT) -> P251(32E/RIGHT) -> P277(28J/RIGHT) -> P31(24J/RIGHT) -> P303(31J/RIGHT) -> P98(25J/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 233
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 28
Total blocked ticks: 54447
Total stationary ticks: 224072
Seat-event requests: 1891
Failed seat-event starts: 1597

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 98
Critical blocker identity: P98->25J(RIGHT)
Direct fan-out: 1
Total indirect descendants: 20
Critical tree size including blocker: 21
Critical tree depth: 21
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 30
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 9
Critical blocker tree:
P98(25J/RIGHT/WAITING_FOR_SEAT_EVENT)
  P303(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P31(24J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P277(28J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P251(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P252(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P245(32F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P296(29J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P193(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P36(22H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P95(35E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P299(18G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P17(27I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P238(29F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P180(36H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P210(19I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P148(15E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P275(18H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P122(33E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P190(11I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P233(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1554
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 26|27
Critical blocker unavailable yield tiles: 26|27
Critical blocker yield-tile occupants: 139|223
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1554
Rear-boundary failures: 43
Middle-bank reservation failures: 3
Active-event deferrals: 735
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 9
Yield-occupant trace: yieldOccupant[139]: P139(36I/RIGHT/MOVING_IN_AISLE@tile26) -> P223(33I/RIGHT/MOVING_IN_AISLE@tile27) -> P100(29I/RIGHT/MOVING_IN_AISLE@tile28) -> P188(34J/RIGHT/MOVING_IN_AISLE@tile29) -> P126(34H/RIGHT/MOVING_IN_AISLE@tile30) -> P79(35I/RIGHT/MOVING_IN_AISLE@tile31) -> P183(36J/RIGHT/MOVING_IN_AISLE@tile32) -> P321(34I/RIGHT/MOVING_IN_AISLE@tile33) -> P44(34D/RIGHT/WAITING_AT_ROW@tile34) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[223]: P223(33I/RIGHT/MOVING_IN_AISLE@tile27) -> P100(29I/RIGHT/MOVING_IN_AISLE@tile28) -> P188(34J/RIGHT/MOVING_IN_AISLE@tile29) -> P126(34H/RIGHT/MOVING_IN_AISLE@tile30) -> P79(35I/RIGHT/MOVING_IN_AISLE@tile31) -> P183(36J/RIGHT/MOVING_IN_AISLE@tile32) -> P321(34I/RIGHT/MOVING_IN_AISLE@tile33) -> P44(34D/RIGHT/WAITING_AT_ROW@tile34) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P44->34D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P139{seat=36I,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=26,directBlocker=223,lastMoveTick=985,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P223{seat=33I,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=100,lastMoveTick=963,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 26|27
Current unavailable yield tiles: 26|27
Current yield-tile occupants: 139|223
Final row-event chain: 98|139|223|100|188|126|79|183|321|44
Final row-event chain length: 10
Distinct row events in chain: 10
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1892\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 5\nOccupied-space rejections: 1557\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:42
Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 29
Scenario seed: 3918889295960361966

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 26.54%
Blocker-prone seat share (topology component): 58.02%
Aisle-assignment balance: 90.12%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2146
Passengers seated: 120/324
Average waiting ticks: 1236.90
Longest waiting passenger: P0->2G(RIGHT)
Longest waiting ticks: 2146

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 31
Cluster candidates evaluated: 28
Executable cluster candidates: 0
Rejected cluster candidates: 28
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 34
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1886
Regions dissolved: 1
Repeated reconstructions avoided: 1886
Largest region lifetime: 1867
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1867:occupied=34
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1833
State changes reopening evaluation: 30
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2058
Maximum occupied tiles: 18
Seat events: 85
Single-blocker events: 21
Multiple-blocker events: 5
Temporary aisle reoccupations: 31

RIGHT AISLE
-----------
Total moves: 1597
Maximum occupied tiles: 34
Seat events: 35
Single-blocker events: 9
Multiple-blocker events: 3
Temporary aisle reoccupations: 16

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1920
Reservations granted: 1920
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 1615

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 167
Remaining moving in aisle: 33
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 61239
Longest unresolved passenger ID: 0
Longest unresolved row: 2
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 30
Longest dependency chain: P71(21G/RIGHT) -> P284(18I/RIGHT) -> P164(19H/RIGHT) -> P28(20E/RIGHT) -> P106(17F/RIGHT) -> P82(22J/RIGHT) -> P116(14H/RIGHT) -> P151(19F/RIGHT) -> P199(16H/RIGHT) -> P280(16J/RIGHT) -> P11(25G/RIGHT) -> P136(17I/RIGHT) -> P8(25E/RIGHT) -> P233(30E/RIGHT) -> P122(33E/RIGHT) -> P180(36H/RIGHT) -> P238(29F/RIGHT) -> P17(27I/RIGHT) -> P95(35E/RIGHT) -> P296(29J/RIGHT) -> P245(32F/RIGHT) -> P251(32E/RIGHT) -> P277(28J/RIGHT) -> P303(31J/RIGHT) -> P139(36I/RIGHT) -> P223(33I/RIGHT) -> P100(29I/RIGHT) -> P188(34J/RIGHT) -> P126(34H/RIGHT) -> P20(30D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 71
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 33
Total blocked ticks: 75293
Total stationary ticks: 467781
Seat-event requests: 1993
Failed seat-event starts: 1873

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 20
Critical blocker identity: P20->30D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 29
Critical tree size including blocker: 30
Critical tree depth: 30
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 37
Unresolved outside passengers: 167
Unresolved internal passengers outside critical tree: 7
Critical blocker tree:
P20(30D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P126(34H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P188(34J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P100(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P223(33I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P139(36I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P303(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P277(28J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P251(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P245(32F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P296(29J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P95(35E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P17(27I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P238(29F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P180(36H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P122(33E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P233(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P8(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P136(17I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P11(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P280(16J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P199(16H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P151(19F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P116(14H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P82(22J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P106(17F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P28(20E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P164(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P284(18I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                          P71(21G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1865
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 79
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1865
Rear-boundary failures: 8
Middle-bank reservation failures: 0
Active-event deferrals: 599
Simultaneous arbitration losses: 1615

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: REAR_BOUNDARY_LOCK
Required yield occupants: 1
Trace length: 4
Yield-occupant trace: yieldOccupant[79]: P79(35I/RIGHT/MOVING_IN_AISLE@tile31) -> P183(36J/RIGHT/MOVING_IN_AISLE@tile32) -> P321(34I/RIGHT/MOVING_IN_AISLE@tile33) -> P44(34D/RIGHT/WAITING_AT_ROW@tile34) -> [REAR_BOUNDARY_LOCK]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P44->34D(RIGHT)
Terminal condition: REAR_BOUNDARY_LOCK
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P79{seat=35I,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=31,directBlocker=183,lastMoveTick=283,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 31
Current unavailable yield tiles: 31
Current yield-tile occupants: 79
Final row-event chain: 20|79|183|321|44
Final row-event chain length: 5
Distinct row events in chain: 5
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3608\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 1865\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 29 | standardDataset=294/324 (90.74%) | independentSeedCohortDataset=120/324 (37.04%) | seatedDelta=-174 | completionDelta=-53.70% | outsideDelta=+167 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | independentSeedCohortWorse=true | standardFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL | independentSeedCohortFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:42
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 30
Scenario seed: -7005694801037910943

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.80%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 91.67%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 216/216
Average waiting ticks: 364.79
Longest waiting passenger: P132->22B(LEFT)
Longest waiting ticks: 787

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1641
Maximum occupied tiles: 10
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 12
Temporary aisle reoccupations: 54

RIGHT AISLE
-----------
Total moves: 1479
Maximum occupied tiles: 13
Seat events: 99
Single-blocker events: 27
Multiple-blocker events: 9
Temporary aisle reoccupations: 47

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 121
Reservations granted: 115
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3729
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4574
Total stationary ticks: 81767
Seat-event requests: 223
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 453
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 453
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 229\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:06:42
Experiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2183790101901
Scenario number: 30
Scenario seed: -7005694801037910943

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 33.80%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 91.67%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2342
Passengers seated: 214/216
Average waiting ticks: 394.57
Longest waiting passenger: P171->27D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1641
Maximum occupied tiles: 15
Seat events: 117
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1479
Maximum occupied tiles: 16
Seat events: 97
Single-blocker events: 27
Multiple-blocker events: 7
Temporary aisle reoccupations: 41

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1871
Reservations granted: 1868
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6008
Longest unresolved passenger ID: 65
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 1
Longest dependency chain: P65(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 65
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 10809
Total stationary ticks: 90387
Seat-event requests: 1976
Failed seat-event starts: 1762

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 65
Critical blocker identity: P65->29C(RIGHT)
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 1
Critical tree depth: 1
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P65(29C/RIGHT/WAITING_FOR_SEAT_EVENT)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1762
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1762
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 893
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 30|31|32
Current unavailable yield tiles: 31|32
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1979\nPrecedence substitutions made: 4\nDependency chains followed: 1760\nBlocked by waiting-row occupant: 1760\nSubstituted events started: 5\nOccupied-space rejections: 1766\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 30 | standardDataset=216/216 (100.00%) | independentSeedCohortDataset=214/216 (99.07%) | seatedDelta=-2 | completionDelta=-0.93% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | independentSeedCohortWorse=true | standardFamily=COMPLETE_CABIN | independentSeedCohortFamily=REAR_BOUNDARY_LOCK

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 28
INDEPENDENT-SEED COARSE-COHORT REPLICATION
************************************************************
Experiment seed: 2183790101901
Scenarios executed: 60
Successful completions: 29
Incomplete/MAX_TICKS: 31
Average completed ticks: 1741.65
Average waiting ticks: 592.79
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 1
Scenario seed: 5569522244462200221

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 60.13%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1087
Passengers seated: 306/306
Average waiting ticks: 503.64
Longest waiting passenger: P8->31A(LEFT)
Longest waiting ticks: 1029

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 7
Selected release potential total: 9
Last cluster decision: RIGHT:tiles14-17:occupied=3:anchor=P256:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 56
Regions dissolved: 2
Repeated reconstructions avoided: 56
Largest region lifetime: 48
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=10
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2681
Maximum occupied tiles: 16
Seat events: 153
Single-blocker events: 37
Multiple-blocker events: 20
Temporary aisle reoccupations: 80

RIGHT AISLE
-----------
Total moves: 2605
Maximum occupied tiles: 13
Seat events: 153
Single-blocker events: 39
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 130
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6653
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8162
Total stationary ticks: 159789
Seat-event requests: 326
Failed seat-event starts: 20

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 790
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 20
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 790
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 324\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 25\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:40
Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 1
Scenario seed: 5569522244462200221

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 60.13%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1078
Passengers seated: 306/306
Average waiting ticks: 500.61
Longest waiting passenger: P235->11J(RIGHT)
Longest waiting ticks: 1050

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 7
Regions dissolved: 1
Repeated reconstructions avoided: 7
Largest region lifetime: 8
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=8
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2681
Maximum occupied tiles: 19
Seat events: 153
Single-blocker events: 36
Multiple-blocker events: 21
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2605
Maximum occupied tiles: 18
Seat events: 153
Single-blocker events: 39
Multiple-blocker events: 17
Temporary aisle reoccupations: 75

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 132
Reservations granted: 128
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 11184
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 12208
Total stationary ticks: 163200
Seat-event requests: 316
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 566
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 566
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 320\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 01 | standardDataset=306/306 (100.00%) | secondIndependentSeedCohortDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondIndependentSeedCohortWorse=false | standardFamily=COMPLETE_CABIN | secondIndependentSeedCohortFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 2
Scenario seed: -3541433506424933471

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.89%
Blocker-prone seat share (topology component): 74.56%
Aisle-assignment balance: 88.60%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2401
Passengers seated: 221/228
Average waiting ticks: 391.51
Longest waiting passenger: P128->26F(LEFT)
Longest waiting ticks: 2351

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 6
Cluster candidates evaluated: 4
Executable cluster candidates: 1
Rejected cluster candidates: 3
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 7
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1813
Regions dissolved: 2
Repeated reconstructions avoided: 1813
Largest region lifetime: 1787
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1787:occupied=7
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1743
State changes reopening evaluation: 5
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1482
Maximum occupied tiles: 13
Seat events: 94
Single-blocker events: 27
Multiple-blocker events: 6
Temporary aisle reoccupations: 39

RIGHT AISLE
-----------
Total moves: 1784
Maximum occupied tiles: 12
Seat events: 127
Single-blocker events: 29
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1910
Reservations granted: 1910
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 5
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 9201
Longest unresolved passenger ID: 39
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P96(28A/LEFT) -> P42(29B/LEFT) -> P39(30E/LEFT) -> P110(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 96
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 5
Total blocked ticks: 17417
Total stationary ticks: 101493
Seat-event requests: 2021
Failed seat-event starts: 1800

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 110
Critical blocker identity: P110->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 7
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P110(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P39(30E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P42(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P96(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1741
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 1
Critical blocker required yield tiles: 31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1741
Rear-boundary failures: 59
Middle-bank reservation failures: 0
Active-event deferrals: 479
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2020\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1744\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:40
Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 2
Scenario seed: -3541433506424933471

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 32.89%
Blocker-prone seat share (topology component): 74.56%
Aisle-assignment balance: 88.60%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2381
Passengers seated: 221/228
Average waiting ticks: 394.00
Longest waiting passenger: P128->26F(LEFT)
Longest waiting ticks: 2311

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 3
Executable cluster candidates: 2
Rejected cluster candidates: 1
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 7
Selected release potential total: 5
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 2191
Regions dissolved: 2
Repeated reconstructions avoided: 2191
Largest region lifetime: 2167
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2167:occupied=7
Confirmation deferral ticks: 5
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1824
State changes reopening evaluation: 0
Region priority competitions: 2
Regions ranked: 4
Hierarchical selections: 2
Lower-priority evaluations deferred: 0
Highest selected priority score: 7810
Left/right priority wins: 2/0
Priority ties: 0
Last priority decision: LEFT:R1:score=7810 | RIGHT:R3:score=2214 | selected=LEFT

LEFT AISLE
----------
Total moves: 1482
Maximum occupied tiles: 18
Seat events: 94
Single-blocker events: 24
Multiple-blocker events: 6
Temporary aisle reoccupations: 36

RIGHT AISLE
-----------
Total moves: 1784
Maximum occupied tiles: 16
Seat events: 127
Single-blocker events: 30
Multiple-blocker events: 19
Temporary aisle reoccupations: 74

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1954
Reservations granted: 1954
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 5
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11103
Longest unresolved passenger ID: 39
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P96(28A/LEFT) -> P42(29B/LEFT) -> P39(30E/LEFT) -> P110(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 96
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 5
Total blocked ticks: 22511
Total stationary ticks: 106421
Seat-event requests: 2069
Failed seat-event starts: 1848

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 110
Critical blocker identity: P110->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 7
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P110(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P39(30E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P42(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P96(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1834
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 1
Critical blocker required yield tiles: 31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1834
Rear-boundary failures: 14
Middle-bank reservation failures: 0
Active-event deferrals: 941
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2067\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 8\nOccupied-space rejections: 1839\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 02 | standardDataset=221/228 (96.93%) | secondIndependentSeedCohortDataset=221/228 (96.93%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | secondIndependentSeedCohortWorse=false | standardFamily=REAR_BOUNDARY_LOCK | secondIndependentSeedCohortFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 3
Scenario seed: 7878319644919302661

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.44%
Aisle-assignment balance: 99.12%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 812
Passengers seated: 228/228
Average waiting ticks: 371.75
Longest waiting passenger: P226->16H(RIGHT)
Longest waiting ticks: 759

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 7
Regions dissolved: 1
Repeated reconstructions avoided: 7
Largest region lifetime: 8
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=8
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1575
Maximum occupied tiles: 12
Seat events: 113
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 45

RIGHT AISLE
-----------
Total moves: 1704
Maximum occupied tiles: 11
Seat events: 115
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 123
Reservations granted: 122
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4148
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5128
Total stationary ticks: 88165
Seat-event requests: 237
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 513
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 1
Middle-bank reservation failures: 1
Active-event deferrals: 513
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:40
Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 3
Scenario seed: 7878319644919302661

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.44%
Aisle-assignment balance: 99.12%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 803
Passengers seated: 228/228
Average waiting ticks: 371.89
Longest waiting passenger: P17->7G(RIGHT)
Longest waiting ticks: 782

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:tiles1-4:occupied=3:anchor=P204:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 19
Regions dissolved: 2
Repeated reconstructions avoided: 19
Largest region lifetime: 16
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=16
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1575
Maximum occupied tiles: 16
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 7
Temporary aisle reoccupations: 45

RIGHT AISLE
-----------
Total moves: 1704
Maximum occupied tiles: 16
Seat events: 115
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 125
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6757
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7692
Total stationary ticks: 90719
Seat-event requests: 240
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 532
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 532
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 10\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 03 | standardDataset=228/228 (100.00%) | secondIndependentSeedCohortDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | secondIndependentSeedCohortWorse=false | standardFamily=COMPLETE_CABIN | secondIndependentSeedCohortFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 4
Scenario seed: -4857850141141807866

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 26.47%
Blocker-prone seat share (topology component): 61.44%
Aisle-assignment balance: 98.69%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1127
Passengers seated: 306/306
Average waiting ticks: 515.35
Longest waiting passenger: P24->35B(LEFT)
Longest waiting ticks: 1048

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles13-18:occupied=5:anchor=P204:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 28
Regions dissolved: 1
Repeated reconstructions avoided: 28
Largest region lifetime: 29
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=29
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2697
Maximum occupied tiles: 13
Seat events: 155
Single-blocker events: 47
Multiple-blocker events: 19
Temporary aisle reoccupations: 88

RIGHT AISLE
-----------
Total moves: 2707
Maximum occupied tiles: 14
Seat events: 151
Single-blocker events: 36
Multiple-blocker events: 17
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6295
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7727
Total stationary ticks: 163019
Seat-event requests: 317
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 724
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 724
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 316\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:40
Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 4
Scenario seed: -4857850141141807866

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 26.47%
Blocker-prone seat share (topology component): 61.44%
Aisle-assignment balance: 98.69%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2598
Passengers seated: 301/306
Average waiting ticks: 532.58
Longest waiting passenger: P256->32A(LEFT)
Longest waiting ticks: 2510

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 3
Cluster candidates evaluated: 6
Executable cluster candidates: 1
Rejected cluster candidates: 5
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 2328
Regions dissolved: 2
Repeated reconstructions avoided: 2328
Largest region lifetime: 2309
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=2309:occupied=5
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1719
State changes reopening evaluation: 2
Region priority competitions: 2
Regions ranked: 4
Hierarchical selections: 2
Lower-priority evaluations deferred: 0
Highest selected priority score: 5531
Left/right priority wins: 2/0
Priority ties: 0
Last priority decision: LEFT:R2:score=5531 | RIGHT:R3:score=2210 | selected=LEFT

LEFT AISLE
----------
Total moves: 2692
Maximum occupied tiles: 18
Seat events: 150
Single-blocker events: 45
Multiple-blocker events: 16
Temporary aisle reoccupations: 79

RIGHT AISLE
-----------
Total moves: 2707
Maximum occupied tiles: 18
Seat events: 151
Single-blocker events: 38
Multiple-blocker events: 18
Temporary aisle reoccupations: 75

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 134
Reservations granted: 129
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 10319
Longest unresolved passenger ID: 91
Longest unresolved row: 36
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P24(35B/LEFT) -> P256(32A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 24
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 22810
Total stationary ticks: 176681
Seat-event requests: 2040
Failed seat-event starts: 1739

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 256
Critical blocker identity: P256->32A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P256(32A/LEFT/WAITING_FOR_SEAT_EVENT)
  P24(35B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 1946
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 33|34
Critical blocker unavailable yield tiles: 34
Critical blocker yield-tile occupants: 45
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1739
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 1946
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[45]: P45(34A/LEFT/WAITING_AT_ROW@tile34) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P45->34A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P45{seat=34A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=34,directBlocker=-1,lastMoveTick=287,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 33|34
Current unavailable yield tiles: 34
Current yield-tile occupants: 45
Final row-event chain: 256|45
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2044\nPrecedence substitutions made: 4\nDependency chains followed: 1718\nBlocked by waiting-row occupant: 1718\nSubstituted events started: 6\nOccupied-space rejections: 7003\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 04 | standardDataset=306/306 (100.00%) | secondIndependentSeedCohortDataset=301/306 (98.37%) | seatedDelta=-5 | completionDelta=-1.63% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | secondIndependentSeedCohortWorse=true | standardFamily=COMPLETE_CABIN | secondIndependentSeedCohortFamily=LINKED_ROW_EVENT_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 5
Scenario seed: -2046418597635690745

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.84%
Blocker-prone seat share (topology component): 74.51%
Aisle-assignment balance: 92.16%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2149
Passengers seated: 171/204
Average waiting ticks: 351.52
Longest waiting passenger: P90->17B(LEFT)
Longest waiting ticks: 2149

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 26
Cluster candidates evaluated: 26
Executable cluster candidates: 0
Rejected cluster candidates: 26
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 29
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1737
Regions dissolved: 0
Repeated reconstructions avoided: 1737
Largest region lifetime: 1738
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1738:occupied=29
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1600
State changes reopening evaluation: 25
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1472
Maximum occupied tiles: 29
Seat events: 80
Single-blocker events: 20
Multiple-blocker events: 2
Temporary aisle reoccupations: 25

RIGHT AISLE
-----------
Total moves: 1320
Maximum occupied tiles: 11
Seat events: 91
Single-blocker events: 22
Multiple-blocker events: 7
Temporary aisle reoccupations: 37

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1741
Reservations granted: 1733
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1525

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 1
Remaining moving in aisle: 29
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 46476
Longest unresolved passenger ID: 90
Longest unresolved row: 17
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 27
Longest dependency chain: P170(22F/LEFT) -> P47(3A/LEFT) -> P115(28A/LEFT) -> P80(5B/LEFT) -> P0(11D/LEFT) -> P195(7A/LEFT) -> P104(15E/LEFT) -> P154(10E/LEFT) -> P55(24A/LEFT) -> P51(15B/LEFT) -> P26(29B/LEFT) -> P45(19D/LEFT) -> P165(21E/LEFT) -> P53(22E/LEFT) -> P127(18B/LEFT) -> P9(30F/LEFT) -> P175(28D/LEFT) -> P44(20E/LEFT) -> P79(27A/LEFT) -> P28(25B/LEFT) -> P194(29E/LEFT) -> P181(23A/LEFT) -> P139(24D/LEFT) -> P200(25A/LEFT) -> P112(26B/LEFT) -> P74(28B/LEFT) -> P40(27F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 170
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 29
Total blocked ticks: 55338
Total stationary ticks: 120612
Seat-event requests: 1821
Failed seat-event starts: 1650

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 40
Critical blocker identity: P40->27F(LEFT)
Direct fan-out: 1
Total indirect descendants: 26
Critical tree size including blocker: 27
Critical tree depth: 27
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 32
Unresolved outside passengers: 1
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P40(27F/LEFT/WAITING_FOR_SEAT_EVENT)
  P74(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P112(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P200(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P139(24D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P181(23A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P194(29E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P28(25B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P79(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P44(20E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P175(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P9(30F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P127(18B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P53(22E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P165(21E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P45(19D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P26(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P51(15B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P55(24A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P154(10E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P104(15E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P195(7A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P0(11D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P80(5B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                P115(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P47(3A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P170(22F/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1638
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 28|29
Critical blocker unavailable yield tiles: 28|29
Critical blocker yield-tile occupants: 196|111
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1638
Rear-boundary failures: 12
Middle-bank reservation failures: 8
Active-event deferrals: 676
Simultaneous arbitration losses: 1525

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 2
Yield-occupant trace: yieldOccupant[196]: P196(30A/LEFT/MOVING_IN_AISLE@tile28) -> P111(29F/LEFT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[111]: P111(29F/LEFT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P111->29F(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P196{seat=30A,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=28,directBlocker=111,lastMoveTick=342,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P111{seat=29F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=29,directBlocker=-1,lastMoveTick=341,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 28|29
Current unavailable yield tiles: 28|29
Current yield-tile occupants: 196|111
Final row-event chain: 40|196|111
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3354\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1640\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:40
Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 5
Scenario seed: -2046418597635690745

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 32.84%
Blocker-prone seat share (topology component): 74.51%
Aisle-assignment balance: 92.16%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 1908
Passengers seated: 72/204
Average waiting ticks: 1028.99
Longest waiting passenger: P0->11D(LEFT)
Longest waiting ticks: 1908

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 28
Cluster candidates evaluated: 28
Executable cluster candidates: 0
Rejected cluster candidates: 28
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 29
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1763
Regions dissolved: 0
Repeated reconstructions avoided: 1763
Largest region lifetime: 1764
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1764:occupied=29
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1724
State changes reopening evaluation: 27
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 839
Maximum occupied tiles: 29
Seat events: 18
Single-blocker events: 1
Multiple-blocker events: 1
Temporary aisle reoccupations: 4

RIGHT AISLE
-----------
Total moves: 1141
Maximum occupied tiles: 16
Seat events: 54
Single-blocker events: 12
Multiple-blocker events: 1
Temporary aisle reoccupations: 14

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1797
Reservations granted: 1796
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 1567

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 100
Remaining moving in aisle: 29
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 50379
Longest unresolved passenger ID: 0
Longest unresolved row: 11
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 27
Longest dependency chain: P2(16D/LEFT) -> P36(14D/LEFT) -> P59(19B/LEFT) -> P24(12A/LEFT) -> P142(21A/LEFT) -> P83(13B/LEFT) -> P54(14E/LEFT) -> P162(20D/LEFT) -> P183(13E/LEFT) -> P78(20C/LEFT) -> P144(21B/LEFT) -> P170(22F/LEFT) -> P115(28A/LEFT) -> P55(24A/LEFT) -> P26(29B/LEFT) -> P53(22E/LEFT) -> P9(30F/LEFT) -> P175(28D/LEFT) -> P79(27A/LEFT) -> P28(25B/LEFT) -> P194(29E/LEFT) -> P181(23A/LEFT) -> P139(24D/LEFT) -> P200(25A/LEFT) -> P112(26B/LEFT) -> P74(28B/LEFT) -> P40(27F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 2
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 29
Total blocked ticks: 58851
Total stationary ticks: 263043
Seat-event requests: 1832
Failed seat-event starts: 1760

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 40
Critical blocker identity: P40->27F(LEFT)
Direct fan-out: 1
Total indirect descendants: 26
Critical tree size including blocker: 27
Critical tree depth: 27
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 32
Unresolved outside passengers: 100
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P40(27F/LEFT/WAITING_FOR_SEAT_EVENT)
  P74(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P112(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P200(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P139(24D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P181(23A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P194(29E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P28(25B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P79(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P175(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P9(30F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P53(22E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P26(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P55(24A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P115(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P170(22F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P144(21B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P78(20C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P183(13E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P162(20D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P54(14E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P83(13B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P142(21A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P24(12A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                P59(19B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P36(14D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P2(16D/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1755
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 28|29
Critical blocker unavailable yield tiles: 28|29
Critical blocker yield-tile occupants: 196|111
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1755
Rear-boundary failures: 5
Middle-bank reservation failures: 1
Active-event deferrals: 257
Simultaneous arbitration losses: 1567

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 2
Yield-occupant trace: yieldOccupant[196]: P196(30A/LEFT/MOVING_IN_AISLE@tile28) -> P111(29F/LEFT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[111]: P111(29F/LEFT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P111->29F(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P196{seat=30A,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=28,directBlocker=111,lastMoveTick=132,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P111{seat=29F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=29,directBlocker=-1,lastMoveTick=131,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 28|29
Current unavailable yield tiles: 28|29
Current yield-tile occupants: 196|111
Final row-event chain: 40|196|111
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3400\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 1755\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 05 | standardDataset=171/204 (83.82%) | secondIndependentSeedCohortDataset=72/204 (35.29%) | seatedDelta=-99 | completionDelta=-48.53% | outsideDelta=+99 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondIndependentSeedCohortWorse=true | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | secondIndependentSeedCohortFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:41
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 6
Scenario seed: 1872133877824648760

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.35%
Blocker-prone seat share (topology component): 76.47%
Aisle-assignment balance: 96.08%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2212
Passengers seated: 197/204
Average waiting ticks: 342.35
Longest waiting passenger: P70->29C(RIGHT)
Longest waiting ticks: 2143

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 7
Cluster candidates evaluated: 7
Executable cluster candidates: 0
Rejected cluster candidates: 7
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 7
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1793
Regions dissolved: 1
Repeated reconstructions avoided: 1793
Largest region lifetime: 1772
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1772:occupied=7
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1575
State changes reopening evaluation: 6
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1444
Maximum occupied tiles: 11
Seat events: 98
Single-blocker events: 24
Multiple-blocker events: 8
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1574
Maximum occupied tiles: 16
Seat events: 99
Single-blocker events: 26
Multiple-blocker events: 7
Temporary aisle reoccupations: 43

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1694
Reservations granted: 1691
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 5
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 8597
Longest unresolved passenger ID: 197
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 6
Longest dependency chain: P149(30H/RIGHT) -> P61(28F/RIGHT) -> P115(28G/RIGHT) -> P169(29G/RIGHT) -> P197(29D/RIGHT) -> P70(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 149
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 5
Total blocked ticks: 16598
Total stationary ticks: 81348
Seat-event requests: 1791
Failed seat-event starts: 1594

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 70
Critical blocker identity: P70->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 5
Critical tree size including blocker: 6
Critical tree depth: 6
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 7
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P70(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P197(29D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P169(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P115(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P61(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P149(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1594
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 107
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1594
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 783
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[107]: P107(30C/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P107->30C(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P107{seat=30C,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=428,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 30
Current unavailable yield tiles: 30
Current yield-tile occupants: 107
Final row-event chain: 70|107
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1794\nPrecedence substitutions made: 0\nDependency chains followed: 1586\nBlocked by waiting-row occupant: 1586\nSubstituted events started: 0\nOccupied-space rejections: 1594\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:41
Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 6
Scenario seed: 1872133877824648760

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 32.35%
Blocker-prone seat share (topology component): 76.47%
Aisle-assignment balance: 96.08%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2208
Passengers seated: 197/204
Average waiting ticks: 332.40
Longest waiting passenger: P70->29C(RIGHT)
Longest waiting ticks: 2111

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 5
Cluster candidates evaluated: 5
Executable cluster candidates: 0
Rejected cluster candidates: 5
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 7
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 2052
Regions dissolved: 1
Repeated reconstructions avoided: 2052
Largest region lifetime: 2042
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2042:occupied=7
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1632
State changes reopening evaluation: 4
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1444
Maximum occupied tiles: 17
Seat events: 98
Single-blocker events: 25
Multiple-blocker events: 8
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1574
Maximum occupied tiles: 20
Seat events: 99
Single-blocker events: 27
Multiple-blocker events: 6
Temporary aisle reoccupations: 42

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1752
Reservations granted: 1742
Reservations denied/waited: 10
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 5
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 10493
Longest unresolved passenger ID: 197
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 6
Longest dependency chain: P149(30H/RIGHT) -> P61(28F/RIGHT) -> P115(28G/RIGHT) -> P169(29G/RIGHT) -> P197(29D/RIGHT) -> P70(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 149
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 5
Total blocked ticks: 21387
Total stationary ticks: 83569
Seat-event requests: 1842
Failed seat-event starts: 1645

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 70
Critical blocker identity: P70->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 5
Critical tree size including blocker: 6
Critical tree depth: 6
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 7
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P70(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P197(29D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P169(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P115(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P61(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P149(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1644
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 107
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1644
Rear-boundary failures: 1
Middle-bank reservation failures: 10
Active-event deferrals: 1122
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[107]: P107(30C/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P107->30C(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P107{seat=30C,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=159,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 30
Current unavailable yield tiles: 30
Current yield-tile occupants: 107
Final row-event chain: 70|107
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1852\nPrecedence substitutions made: 7\nDependency chains followed: 1647\nBlocked by waiting-row occupant: 1647\nSubstituted events started: 8\nOccupied-space rejections: 1651\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 06 | standardDataset=197/204 (96.57%) | secondIndependentSeedCohortDataset=197/204 (96.57%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondIndependentSeedCohortWorse=false | standardFamily=LINKED_ROW_EVENT_CHAIN | secondIndependentSeedCohortFamily=LINKED_ROW_EVENT_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:41
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 7
Scenario seed: -2545375060663856955

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1252
Passengers seated: 353/353
Average waiting ticks: 582.99
Longest waiting passenger: P31->8J(RIGHT)
Longest waiting ticks: 1189

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 4
Executable cluster candidates: 2
Rejected cluster candidates: 2
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 7
Selected release potential total: 9
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 42
Regions dissolved: 2
Repeated reconstructions avoided: 42
Largest region lifetime: 40
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=4
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3126
Maximum occupied tiles: 14
Seat events: 175
Single-blocker events: 49
Multiple-blocker events: 25
Temporary aisle reoccupations: 102

RIGHT AISLE
-----------
Total moves: 3051
Maximum occupied tiles: 14
Seat events: 178
Single-blocker events: 41
Multiple-blocker events: 25
Temporary aisle reoccupations: 96

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 148
Reservations granted: 147
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7955
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9891
Total stationary ticks: 212784
Seat-event requests: 376
Failed seat-event starts: 23

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 914
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 23
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 914
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 3\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 5\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:41
Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 7
Scenario seed: -2545375060663856955

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2739
Passengers seated: 351/353
Average waiting ticks: 583.33
Longest waiting passenger: P140->34D(RIGHT)
Longest waiting ticks: 2622

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles6-8:occupied=3:anchor=P260:selected=P292:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 33
Regions dissolved: 2
Repeated reconstructions avoided: 33
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=16
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3126
Maximum occupied tiles: 20
Seat events: 175
Single-blocker events: 48
Multiple-blocker events: 26
Temporary aisle reoccupations: 103

RIGHT AISLE
-----------
Total moves: 3049
Maximum occupied tiles: 19
Seat events: 176
Single-blocker events: 43
Multiple-blocker events: 22
Temporary aisle reoccupations: 90

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1870
Reservations granted: 1863
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 12933
Longest unresolved passenger ID: 295
Longest unresolved row: 35
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P295(35J/RIGHT) -> P140(34D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 295
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 19269
Total stationary ticks: 220117
Seat-event requests: 2086
Failed seat-event starts: 1735

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 140
Critical blocker identity: P140->34D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P140(34D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P295(35J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1719
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 35|36|37
Critical blocker unavailable yield tiles: 37
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 16
Rear-boundary failures: 1719
Middle-bank reservation failures: 7
Active-event deferrals: 1261
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 35|36|37
Current unavailable yield tiles: 37
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2092\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 07 | standardDataset=353/353 (100.00%) | secondIndependentSeedCohortDataset=351/353 (99.43%) | seatedDelta=-2 | completionDelta=-0.57% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | secondIndependentSeedCohortWorse=true | standardFamily=COMPLETE_CABIN | secondIndependentSeedCohortFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:41
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 8
Scenario seed: -1627071586760991429

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 66.79%
Aisle-assignment balance: 94.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1022
Passengers seated: 274/274
Average waiting ticks: 449.88
Longest waiting passenger: P165->21A(LEFT)
Longest waiting ticks: 989

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2237
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 41
Multiple-blocker events: 13
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 1999
Maximum occupied tiles: 12
Seat events: 129
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 100
Reservations granted: 98
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5533
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6674
Total stationary ticks: 127927
Seat-event requests: 285
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 556
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 556
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 287\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:41
Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 8
Scenario seed: -1627071586760991429

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 66.79%
Aisle-assignment balance: 94.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1005
Passengers seated: 274/274
Average waiting ticks: 452.29
Longest waiting passenger: P52->2A(LEFT)
Longest waiting ticks: 997

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2237
Maximum occupied tiles: 18
Seat events: 145
Single-blocker events: 41
Multiple-blocker events: 13
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 1999
Maximum occupied tiles: 18
Seat events: 129
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 104
Reservations granted: 100
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8854
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 10065
Total stationary ticks: 131894
Seat-event requests: 284
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 629
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 629
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 7\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 08 | standardDataset=274/274 (100.00%) | secondIndependentSeedCohortDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondIndependentSeedCohortWorse=false | standardFamily=COMPLETE_CABIN | secondIndependentSeedCohortFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:41
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 9
Scenario seed: 7025437500878246353

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.24%
Blocker-prone seat share (topology component): 66.12%
Aisle-assignment balance: 98.78%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 875
Passengers seated: 245/245
Average waiting ticks: 395.64
Longest waiting passenger: P201->24H(RIGHT)
Longest waiting ticks: 814

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1916
Maximum occupied tiles: 11
Seat events: 121
Single-blocker events: 34
Multiple-blocker events: 5
Temporary aisle reoccupations: 44

RIGHT AISLE
-----------
Total moves: 1908
Maximum occupied tiles: 13
Seat events: 124
Single-blocker events: 34
Multiple-blocker events: 12
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 86
Reservations granted: 86
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4772
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5925
Total stationary ticks: 101000
Seat-event requests: 252
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 579
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 579
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 252\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:41
Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 9
Scenario seed: 7025437500878246353

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 32.24%
Blocker-prone seat share (topology component): 66.12%
Aisle-assignment balance: 98.78%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2361
Passengers seated: 239/245
Average waiting ticks: 390.80
Longest waiting passenger: P49->32A(LEFT)
Longest waiting ticks: 2269

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 4
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 6
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2163
Regions dissolved: 0
Repeated reconstructions avoided: 2163
Largest region lifetime: 2164
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2164:occupied=6
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1700
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1909
Maximum occupied tiles: 19
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 3
Temporary aisle reoccupations: 36

RIGHT AISLE
-----------
Total moves: 1908
Maximum occupied tiles: 17
Seat events: 124
Single-blocker events: 34
Multiple-blocker events: 13
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 87
Reservations granted: 83
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 5
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11139
Longest unresolved passenger ID: 16
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 6
Longest dependency chain: P159(30A/LEFT) -> P128(29F/LEFT) -> P175(30C/LEFT) -> P43(31A/LEFT) -> P16(32B/LEFT) -> P49(32A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 159
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 5
Total blocked ticks: 21628
Total stationary ticks: 113537
Seat-event requests: 1953
Failed seat-event starts: 1714

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 49
Critical blocker identity: P49->32A(LEFT)
Direct fan-out: 1
Total indirect descendants: 5
Critical tree size including blocker: 6
Critical tree depth: 6
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P49(32A/LEFT/WAITING_FOR_SEAT_EVENT)
  P16(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P43(31A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P175(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P128(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P159(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1708
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 1
Critical blocker required yield tiles: 33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 1708
Middle-bank reservation failures: 4
Active-event deferrals: 814
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1957\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 09 | standardDataset=245/245 (100.00%) | secondIndependentSeedCohortDataset=239/245 (97.55%) | seatedDelta=-6 | completionDelta=-2.45% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondIndependentSeedCohortWorse=true | standardFamily=COMPLETE_CABIN | secondIndependentSeedCohortFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:41
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 10
Scenario seed: -6998663503379057958

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1000
Passengers seated: 282/282
Average waiting ticks: 464.42
Longest waiting passenger: P88->5B(LEFT)
Longest waiting ticks: 973

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: LEFT:tiles8-11:occupied=3:anchor=P10:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 40
Regions dissolved: 2
Repeated reconstructions avoided: 40
Largest region lifetime: 32
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=10
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2203
Maximum occupied tiles: 12
Seat events: 143
Single-blocker events: 53
Multiple-blocker events: 14
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2128
Maximum occupied tiles: 12
Seat events: 139
Single-blocker events: 38
Multiple-blocker events: 18
Temporary aisle reoccupations: 74

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5444
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6795
Total stationary ticks: 135538
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 665
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 1
Middle-bank reservation failures: 0
Active-event deferrals: 665
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 299\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 6\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:41
Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 10
Scenario seed: -6998663503379057958

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 991
Passengers seated: 282/282
Average waiting ticks: 460.44
Longest waiting passenger: P88->5B(LEFT)
Longest waiting ticks: 979

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2203
Maximum occupied tiles: 17
Seat events: 143
Single-blocker events: 52
Multiple-blocker events: 15
Temporary aisle reoccupations: 82

RIGHT AISLE
-----------
Total moves: 2128
Maximum occupied tiles: 17
Seat events: 139
Single-blocker events: 39
Multiple-blocker events: 17
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 96
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 9188
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 10153
Total stationary ticks: 137963
Seat-event requests: 289
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 498
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 498
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 294\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 10 | standardDataset=282/282 (100.00%) | secondIndependentSeedCohortDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondIndependentSeedCohortWorse=false | standardFamily=COMPLETE_CABIN | secondIndependentSeedCohortFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:41
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 11
Scenario seed: -6762613906240221830

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.27%
Blocker-prone seat share (topology component): 65.25%
Aisle-assignment balance: 98.84%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 949
Passengers seated: 259/259
Average waiting ticks: 438.47
Longest waiting passenger: P63->12E(RIGHT)
Longest waiting ticks: 893

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1932
Maximum occupied tiles: 10
Seat events: 128
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2078
Maximum occupied tiles: 11
Seat events: 131
Single-blocker events: 34
Multiple-blocker events: 17
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 85
Reservations granted: 85
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4592
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5570
Total stationary ticks: 117262
Seat-event requests: 268
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 519
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 519
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 268\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:41
Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 11
Scenario seed: -6762613906240221830

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 31.27%
Blocker-prone seat share (topology component): 65.25%
Aisle-assignment balance: 98.84%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 930
Passengers seated: 259/259
Average waiting ticks: 440.15
Longest waiting passenger: P4->8G(RIGHT)
Longest waiting ticks: 909

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1932
Maximum occupied tiles: 15
Seat events: 128
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2078
Maximum occupied tiles: 16
Seat events: 131
Single-blocker events: 34
Multiple-blocker events: 17
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 93
Reservations granted: 85
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7536
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8593
Total stationary ticks: 120563
Seat-event requests: 264
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 629
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 4
Rear-boundary failures: 1
Middle-bank reservation failures: 8
Active-event deferrals: 629
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 273\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 11 | standardDataset=259/259 (100.00%) | secondIndependentSeedCohortDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondIndependentSeedCohortWorse=false | standardFamily=COMPLETE_CABIN | secondIndependentSeedCohortFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:41
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 12
Scenario seed: -8302191104557006699

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 850
Passengers seated: 235/235
Average waiting ticks: 385.90
Longest waiting passenger: P167->30A(LEFT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 54
Regions dissolved: 4
Repeated reconstructions avoided: 54
Largest region lifetime: 33
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=33
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1709
Maximum occupied tiles: 13
Seat events: 118
Single-blocker events: 33
Multiple-blocker events: 14
Temporary aisle reoccupations: 69

RIGHT AISLE
-----------
Total moves: 1716
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 31
Multiple-blocker events: 12
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 145
Reservations granted: 141
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4429
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5567
Total stationary ticks: 94376
Seat-event requests: 262
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 558
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 558
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 265\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 28\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:41
Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 12
Scenario seed: -8302191104557006699

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2325
Passengers seated: 185/235
Average waiting ticks: 612.66
Longest waiting passenger: P1->9G(RIGHT)
Longest waiting ticks: 2325

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 10
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 13
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 3877
Regions dissolved: 1
Repeated reconstructions avoided: 3877
Largest region lifetime: 2056
Maximum simultaneous active regions: 3
Regions active at termination: 2
Last lifecycle event: UPDATE:R2:age=1809:occupied=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1866
State changes reopening evaluation: 8
Region priority competitions: 1619
Regions ranked: 3238
Hierarchical selections: 1619
Lower-priority evaluations deferred: 1573
Highest selected priority score: 14410
Left/right priority wins: 1/1618
Priority ties: 0
Last priority decision: LEFT:R1:score=5610 | RIGHT:R2:score=14410 | selected=RIGHT

LEFT AISLE
----------
Total moves: 1694
Maximum occupied tiles: 17
Seat events: 113
Single-blocker events: 27
Multiple-blocker events: 9
Temporary aisle reoccupations: 47

RIGHT AISLE
-----------
Total moves: 1500
Maximum occupied tiles: 15
Seat events: 72
Single-blocker events: 16
Multiple-blocker events: 8
Temporary aisle reoccupations: 32

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 3559
Reservations granted: 3557
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 30
Remaining moving in aisle: 17
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 31778
Longest unresolved passenger ID: 1
Longest unresolved row: 9
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 13
Longest dependency chain: P41(4C/RIGHT) -> P223(4G/RIGHT) -> P66(6H/RIGHT) -> P86(5G/RIGHT) -> P8(6G/RIGHT) -> P25(9E/RIGHT) -> P49(8H/RIGHT) -> P105(17G/RIGHT) -> P153(15G/RIGHT) -> P136(16C/RIGHT) -> P130(18G/RIGHT) -> P142(19G/RIGHT) -> P131(13C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 41
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 17
Total blocked ticks: 44055
Total stationary ticks: 181096
Seat-event requests: 3645
Failed seat-event starts: 3460

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 131
Critical blocker identity: P131->13C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 12
Critical tree size including blocker: 13
Critical tree depth: 13
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 20
Unresolved outside passengers: 30
Unresolved internal passengers outside critical tree: 7
Critical blocker tree:
P131(13C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P142(19G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P130(18G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P136(16C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P153(15G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P105(17G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P49(8H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P25(9E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P8(6G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P86(5G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P66(6H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P223(4G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P41(4C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1801
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 14|15|16
Critical blocker unavailable yield tiles: 16
Critical blocker yield-tile occupants: 150
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1801
Rear-boundary failures: 1659
Middle-bank reservation failures: 2
Active-event deferrals: 640
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[150]: P150(19F/RIGHT/MOVING_IN_AISLE@tile16) -> P77(17H/RIGHT/WAITING_AT_ROW@tile17) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P77->17H(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P150{seat=19F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=16,directBlocker=77,lastMoveTick=516,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 14|15|16
Current unavailable yield tiles: 16
Current yield-tile occupants: 150
Final row-event chain: 131|150|77
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3647\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 1802\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 12 | standardDataset=235/235 (100.00%) | secondIndependentSeedCohortDataset=185/235 (78.72%) | seatedDelta=-50 | completionDelta=-21.28% | outsideDelta=+30 | clustersDetected=3 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondIndependentSeedCohortWorse=true | standardFamily=COMPLETE_CABIN | secondIndependentSeedCohortFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:41
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 13
Scenario seed: 8529209877851507025

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.77%
Blocker-prone seat share (topology component): 74.48%
Aisle-assignment balance: 89.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 763
Passengers seated: 192/192
Average waiting ticks: 318.79
Longest waiting passenger: P11->25C(LEFT)
Longest waiting ticks: 707

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1544
Maximum occupied tiles: 11
Seat events: 106
Single-blocker events: 26
Multiple-blocker events: 10
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1295
Maximum occupied tiles: 11
Seat events: 86
Single-blocker events: 18
Multiple-blocker events: 9
Temporary aisle reoccupations: 38

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 112
Reservations granted: 104
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3412
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4219
Total stationary ticks: 63990
Seat-event requests: 198
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 418
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 418
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 206\nPrecedence substitutions made: 2\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:41
Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 13
Scenario seed: 8529209877851507025

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 31.77%
Blocker-prone seat share (topology component): 74.48%
Aisle-assignment balance: 89.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 746
Passengers seated: 192/192
Average waiting ticks: 322.50
Longest waiting passenger: P143->11C(LEFT)
Longest waiting ticks: 724

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1544
Maximum occupied tiles: 15
Seat events: 106
Single-blocker events: 27
Multiple-blocker events: 10
Temporary aisle reoccupations: 47

RIGHT AISLE
-----------
Total moves: 1295
Maximum occupied tiles: 17
Seat events: 86
Single-blocker events: 17
Multiple-blocker events: 9
Temporary aisle reoccupations: 37

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 111
Reservations granted: 102
Reservations denied/waited: 9
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5791
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6603
Total stationary ticks: 67069
Seat-event requests: 194
Failed seat-event starts: 2

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 434
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 2
Rear-boundary failures: 0
Middle-bank reservation failures: 9
Active-event deferrals: 434
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 203\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 13 | standardDataset=192/192 (100.00%) | secondIndependentSeedCohortDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondIndependentSeedCohortWorse=false | standardFamily=COMPLETE_CABIN | secondIndependentSeedCohortFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:41
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 14
Scenario seed: -961678522397635510

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.21%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 681
Passengers seated: 192/192
Average waiting ticks: 307.22
Longest waiting passenger: P110->15G(RIGHT)
Longest waiting ticks: 641

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1339
Maximum occupied tiles: 14
Seat events: 96
Single-blocker events: 28
Multiple-blocker events: 14
Temporary aisle reoccupations: 58

RIGHT AISLE
-----------
Total moves: 1439
Maximum occupied tiles: 10
Seat events: 96
Single-blocker events: 21
Multiple-blocker events: 6
Temporary aisle reoccupations: 34

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3497
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4367
Total stationary ticks: 61934
Seat-event requests: 197
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 403
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 403
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 197\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:41
Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 14
Scenario seed: -961678522397635510

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 30.21%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 675
Passengers seated: 192/192
Average waiting ticks: 304.60
Longest waiting passenger: P13->5A(LEFT)
Longest waiting ticks: 650

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 4
Selected release potential total: 6
Last cluster decision: RIGHT:tiles1-3:occupied=3:anchor=P42:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 38
Regions dissolved: 3
Repeated reconstructions avoided: 38
Largest region lifetime: 19
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1339
Maximum occupied tiles: 17
Seat events: 96
Single-blocker events: 27
Multiple-blocker events: 14
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1439
Maximum occupied tiles: 15
Seat events: 96
Single-blocker events: 22
Multiple-blocker events: 6
Temporary aisle reoccupations: 36

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 106
Reservations granted: 103
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5841
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6644
Total stationary ticks: 63697
Seat-event requests: 205
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 382
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 382
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 206\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 14 | standardDataset=192/192 (100.00%) | secondIndependentSeedCohortDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | secondIndependentSeedCohortWorse=false | standardFamily=COMPLETE_CABIN | secondIndependentSeedCohortFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:41
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 15
Scenario seed: 6441149910882708414

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.70%
Blocker-prone seat share (topology component): 66.52%
Aisle-assignment balance: 99.13%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 834
Passengers seated: 230/230
Average waiting ticks: 378.72
Longest waiting passenger: P166->27D(LEFT)
Longest waiting ticks: 777

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1708
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 29
Multiple-blocker events: 4
Temporary aisle reoccupations: 37

RIGHT AISLE
-----------
Total moves: 1846
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 36
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 78
Reservations granted: 78
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4362
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5411
Total stationary ticks: 90704
Seat-event requests: 234
Failed seat-event starts: 4

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 603
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 4
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 603
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 234\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:41
Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 15
Scenario seed: 6441149910882708414

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 28.70%
Blocker-prone seat share (topology component): 66.52%
Aisle-assignment balance: 99.13%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 821
Passengers seated: 230/230
Average waiting ticks: 377.57
Longest waiting passenger: P197->6F(LEFT)
Longest waiting ticks: 794

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles30-32:occupied=3:anchor=P21:selected=P114:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1708
Maximum occupied tiles: 16
Seat events: 116
Single-blocker events: 29
Multiple-blocker events: 4
Temporary aisle reoccupations: 37

RIGHT AISLE
-----------
Total moves: 1846
Maximum occupied tiles: 17
Seat events: 114
Single-blocker events: 36
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 81
Reservations granted: 79
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7126
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8026
Total stationary ticks: 93129
Seat-event requests: 241
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 532
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 532
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 242\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 15 | standardDataset=230/230 (100.00%) | secondIndependentSeedCohortDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | secondIndependentSeedCohortWorse=false | standardFamily=COMPLETE_CABIN | secondIndependentSeedCohortFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:41
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 16
Scenario seed: -2332748058551537194

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 59.88%
Aisle-assignment balance: 98.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1173
Passengers seated: 324/324
Average waiting ticks: 532.54
Longest waiting passenger: P99->16H(RIGHT)
Longest waiting ticks: 1120

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 2
Last cluster decision: LEFT:tiles12-15:occupied=4:anchor=P307:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=22
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2766
Maximum occupied tiles: 14
Seat events: 159
Single-blocker events: 40
Multiple-blocker events: 21
Temporary aisle reoccupations: 85

RIGHT AISLE
-----------
Total moves: 2965
Maximum occupied tiles: 13
Seat events: 165
Single-blocker events: 46
Multiple-blocker events: 19
Temporary aisle reoccupations: 87

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 150
Reservations granted: 147
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7331
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8676
Total stationary ticks: 178829
Seat-event requests: 345
Failed seat-event starts: 21

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 626
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 21
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 626
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 347\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:41
Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 16
Scenario seed: -2332748058551537194

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 59.88%
Aisle-assignment balance: 98.15%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2662
Passengers seated: 319/324
Average waiting ticks: 546.01
Longest waiting passenger: P293->34F(LEFT)
Longest waiting ticks: 2558

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 0
Rejected cluster candidates: 2
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 2346
Regions dissolved: 1
Repeated reconstructions avoided: 2346
Largest region lifetime: 2330
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2330:occupied=5
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1768
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2760
Maximum occupied tiles: 20
Seat events: 154
Single-blocker events: 39
Multiple-blocker events: 19
Temporary aisle reoccupations: 78

RIGHT AISLE
-----------
Total moves: 2965
Maximum occupied tiles: 20
Seat events: 165
Single-blocker events: 45
Multiple-blocker events: 20
Temporary aisle reoccupations: 90

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1916
Reservations granted: 1916
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 11643
Longest unresolved passenger ID: 236
Longest unresolved row: 34
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P304(33E/LEFT) -> P79(35B/LEFT) -> P236(34D/LEFT) -> P293(34F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 304
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 24503
Total stationary ticks: 194372
Seat-event requests: 2111
Failed seat-event starts: 1792

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 293
Critical blocker identity: P293->34F(LEFT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P293(34F/LEFT/WAITING_FOR_SEAT_EVENT)
  P236(34D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P79(35B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P304(33E/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1790
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 35
Critical blocker unavailable yield tiles: 35
Critical blocker yield-tile occupants: 183
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1790
Rear-boundary failures: 2
Middle-bank reservation failures: 0
Active-event deferrals: 1521
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[183]: P183(35F/LEFT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P183->35F(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P183{seat=35F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=310,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 35
Current unavailable yield tiles: 35
Current yield-tile occupants: 183
Final row-event chain: 293|183
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2111\nPrecedence substitutions made: 5\nDependency chains followed: 1781\nBlocked by waiting-row occupant: 1781\nSubstituted events started: 6\nOccupied-space rejections: 1795\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 16 | standardDataset=324/324 (100.00%) | secondIndependentSeedCohortDataset=319/324 (98.46%) | seatedDelta=-5 | completionDelta=-1.54% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondIndependentSeedCohortWorse=true | standardFamily=COMPLETE_CABIN | secondIndependentSeedCohortFamily=LINKED_ROW_EVENT_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:41
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 17
Scenario seed: -529599178270289712

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.74%
Aisle-assignment balance: 95.32%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 857
Passengers seated: 235/235
Average waiting ticks: 383.07
Longest waiting passenger: P129->9G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 3
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 66
Regions dissolved: 3
Repeated reconstructions avoided: 66
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=23
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1634
Maximum occupied tiles: 12
Seat events: 112
Single-blocker events: 27
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

RIGHT AISLE
-----------
Total moves: 1733
Maximum occupied tiles: 11
Seat events: 123
Single-blocker events: 25
Multiple-blocker events: 14
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 133
Reservations granted: 128
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4293
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5425
Total stationary ticks: 93658
Seat-event requests: 253
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 505
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 257\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:41
Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 17
Scenario seed: -529599178270289712

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.74%
Aisle-assignment balance: 95.32%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 863
Passengers seated: 235/235
Average waiting ticks: 380.32
Longest waiting passenger: P129->9G(RIGHT)
Longest waiting ticks: 848

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 37
Regions dissolved: 3
Repeated reconstructions avoided: 37
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1634
Maximum occupied tiles: 17
Seat events: 112
Single-blocker events: 26
Multiple-blocker events: 15
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 1733
Maximum occupied tiles: 16
Seat events: 123
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 139
Reservations granted: 130
Reservations denied/waited: 9
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7143
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8078
Total stationary ticks: 95718
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 457
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 9
Active-event deferrals: 457
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 256\nPrecedence substitutions made: 8\nDependency chains followed: 8\nBlocked by waiting-row occupant: 8\nSubstituted events started: 10\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 17 | standardDataset=235/235 (100.00%) | secondIndependentSeedCohortDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | secondIndependentSeedCohortWorse=false | standardFamily=COMPLETE_CABIN | secondIndependentSeedCohortFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:41
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 18
Scenario seed: 4811797343631274317

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.66%
Blocker-prone seat share (topology component): 66.02%
Aisle-assignment balance: 99.61%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 921
Passengers seated: 259/259
Average waiting ticks: 420.95
Longest waiting passenger: P229->22A(LEFT)
Longest waiting ticks: 867

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2167
Maximum occupied tiles: 13
Seat events: 130
Single-blocker events: 41
Multiple-blocker events: 7
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1850
Maximum occupied tiles: 12
Seat events: 129
Single-blocker events: 34
Multiple-blocker events: 12
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 86
Reservations granted: 85
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5376
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6503
Total stationary ticks: 113621
Seat-event requests: 266
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 553
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 553
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 267\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:41
Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 18
Scenario seed: 4811797343631274317

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 31.66%
Blocker-prone seat share (topology component): 66.02%
Aisle-assignment balance: 99.61%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 972
Passengers seated: 259/259
Average waiting ticks: 439.40
Longest waiting passenger: P108->5G(RIGHT)
Longest waiting ticks: 956

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2167
Maximum occupied tiles: 18
Seat events: 130
Single-blocker events: 43
Multiple-blocker events: 7
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1850
Maximum occupied tiles: 16
Seat events: 129
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 87
Reservations granted: 85
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8211
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9065
Total stationary ticks: 121077
Seat-event requests: 265
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 452
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 452
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 267\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 18 | standardDataset=259/259 (100.00%) | secondIndependentSeedCohortDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondIndependentSeedCohortWorse=false | standardFamily=COMPLETE_CABIN | secondIndependentSeedCohortFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:41
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 19
Scenario seed: 8711100109737239478

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.43%
Blocker-prone seat share (topology component): 69.57%
Aisle-assignment balance: 96.52%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 225/230
Average waiting ticks: 382.20
Longest waiting passenger: P171->32I(RIGHT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 5
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1649
Regions dissolved: 2
Repeated reconstructions avoided: 1649
Largest region lifetime: 1628
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1628:occupied=5
Confirmation deferral ticks: 5
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1532
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1670
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 21
Multiple-blocker events: 8
Temporary aisle reoccupations: 37

RIGHT AISLE
-----------
Total moves: 1839
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 24
Multiple-blocker events: 6
Temporary aisle reoccupations: 36

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 79
Reservations granted: 79
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 6667
Longest unresolved passenger ID: 168
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P91(29I/RIGHT) -> P29(30I/RIGHT) -> P124(31I/RIGHT) -> P168(32E/RIGHT) -> P171(32I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 91
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 13131
Total stationary ticks: 97591
Seat-event requests: 1787
Failed seat-event starts: 1562

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 171
Critical blocker identity: P171->32I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P171(32I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P168(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P124(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P29(30I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P91(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1549
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 33|34
Critical blocker unavailable yield tiles: 33|34
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 13
Rear-boundary failures: 1549
Middle-bank reservation failures: 0
Active-event deferrals: 705
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 33|34
Current unavailable yield tiles: 33|34
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1785\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:41
Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 19
Scenario seed: 8711100109737239478

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 30.43%
Blocker-prone seat share (topology component): 69.57%
Aisle-assignment balance: 96.52%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2310
Passengers seated: 225/230
Average waiting ticks: 375.25
Longest waiting passenger: P171->32I(RIGHT)
Longest waiting ticks: 2213

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 3
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2094
Regions dissolved: 0
Repeated reconstructions avoided: 2094
Largest region lifetime: 2095
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2095:occupied=5
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1645
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1670
Maximum occupied tiles: 16
Seat events: 111
Single-blocker events: 21
Multiple-blocker events: 8
Temporary aisle reoccupations: 37

RIGHT AISLE
-----------
Total moves: 1839
Maximum occupied tiles: 17
Seat events: 114
Single-blocker events: 24
Multiple-blocker events: 6
Temporary aisle reoccupations: 36

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 77
Reservations granted: 74
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 8643
Longest unresolved passenger ID: 168
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P91(29I/RIGHT) -> P29(30I/RIGHT) -> P124(31I/RIGHT) -> P168(32E/RIGHT) -> P171(32I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 91
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 18167
Total stationary ticks: 100785
Seat-event requests: 1884
Failed seat-event starts: 1659

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 171
Critical blocker identity: P171->32I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P171(32I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P168(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P124(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P29(30I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P91(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1656
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 33|34
Critical blocker unavailable yield tiles: 33|34
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 3
Rear-boundary failures: 1656
Middle-bank reservation failures: 3
Active-event deferrals: 820
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 33|34
Current unavailable yield tiles: 33|34
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1887\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 9\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 19 | standardDataset=225/230 (97.83%) | secondIndependentSeedCohortDataset=225/230 (97.83%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondIndependentSeedCohortWorse=false | standardFamily=REAR_BOUNDARY_LOCK | secondIndependentSeedCohortFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:41
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 20
Scenario seed: 3100514849860229237

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 74.12%
Aisle-assignment balance: 99.12%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 813
Passengers seated: 228/228
Average waiting ticks: 372.83
Longest waiting passenger: P119->23G(RIGHT)
Longest waiting ticks: 759

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 12
Seat events: 113
Single-blocker events: 25
Multiple-blocker events: 21
Temporary aisle reoccupations: 71

RIGHT AISLE
-----------
Total moves: 1621
Maximum occupied tiles: 13
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 12
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4235
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5474
Total stationary ticks: 88609
Seat-event requests: 241
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 595
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 595
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 241\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:41
Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 20
Scenario seed: 3100514849860229237

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 74.12%
Aisle-assignment balance: 99.12%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2020
Passengers seated: 91/228
Average waiting ticks: 1071.13
Longest waiting passenger: P0->5A(LEFT)
Longest waiting ticks: 2020

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 30
Cluster candidates evaluated: 61
Executable cluster candidates: 1
Rejected cluster candidates: 60
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 29
Selected release potential total: 3
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1871
Regions dissolved: 2
Repeated reconstructions avoided: 1871
Largest region lifetime: 1850
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1850:occupied=29
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1813
State changes reopening evaluation: 29
Region priority competitions: 2
Regions ranked: 4
Hierarchical selections: 2
Lower-priority evaluations deferred: 1
Highest selected priority score: 31977
Left/right priority wins: 2/0
Priority ties: 0
Last priority decision: LEFT:R2:score=31977 | RIGHT:R3:score=3314 | selected=LEFT

LEFT AISLE
----------
Total moves: 889
Maximum occupied tiles: 29
Seat events: 20
Single-blocker events: 7
Multiple-blocker events: 2
Temporary aisle reoccupations: 12

RIGHT AISLE
-----------
Total moves: 1409
Maximum occupied tiles: 18
Seat events: 71
Single-blocker events: 13
Multiple-blocker events: 4
Temporary aisle reoccupations: 21

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1906
Reservations granted: 1902
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 108
Remaining moving in aisle: 26
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 47744
Longest unresolved passenger ID: 0
Longest unresolved row: 5
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 27
Longest dependency chain: P44(16F/LEFT) -> P13(13C/LEFT) -> P95(16A/LEFT) -> P42(14E/LEFT) -> P139(15B/LEFT) -> P110(20A/LEFT) -> P196(20C/LEFT) -> P117(12D/LEFT) -> P31(21A/LEFT) -> P28(12F/LEFT) -> P81(15E/LEFT) -> P113(18E/LEFT) -> P90(18B/LEFT) -> P186(19B/LEFT) -> P163(25B/LEFT) -> P182(28B/LEFT) -> P40(29E/LEFT) -> P137(27E/LEFT) -> P199(29F/LEFT) -> P72(25A/LEFT) -> P201(29B/LEFT) -> P195(29A/LEFT) -> P114(28A/LEFT) -> P109(26D/LEFT) -> P170(29C/LEFT) -> P98(30A/LEFT) -> P5(27F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 44
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 26
Total blocked ticks: 57662
Total stationary ticks: 295681
Seat-event requests: 1948
Failed seat-event starts: 1857

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 5
Critical blocker identity: P5->27F(LEFT)
Direct fan-out: 1
Total indirect descendants: 26
Critical tree size including blocker: 27
Critical tree depth: 27
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 29
Unresolved outside passengers: 108
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P5(27F/LEFT/WAITING_FOR_SEAT_EVENT)
  P98(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P170(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P109(26D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P114(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P195(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P201(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P72(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P199(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P137(27E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P40(29E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P182(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P163(25B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P186(19B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P90(18B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P113(18E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P81(15E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P28(12F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P31(21A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P117(12D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P196(20C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P110(20A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P139(15B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P42(14E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                P95(16A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P13(13C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P44(16F/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1857
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 28
Critical blocker unavailable yield tiles: 28
Critical blocker yield-tile occupants: 4
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1857
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 171
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[4]: P4(28E/LEFT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P4->28E(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P4{seat=28E,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=28,directBlocker=-1,lastMoveTick=163,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 28
Current unavailable yield tiles: 28
Current yield-tile occupants: 4
Final row-event chain: 5|4
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1952\nPrecedence substitutions made: 0\nDependency chains followed: 1851\nBlocked by waiting-row occupant: 3695\nSubstituted events started: 1\nOccupied-space rejections: 7422\nMaximum scheduling-chain depth: 3\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 20 | standardDataset=228/228 (100.00%) | secondIndependentSeedCohortDataset=91/228 (39.91%) | seatedDelta=-137 | completionDelta=-60.09% | outsideDelta=+108 | clustersDetected=3 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | secondIndependentSeedCohortWorse=true | standardFamily=COMPLETE_CABIN | secondIndependentSeedCohortFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:41
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 21
Scenario seed: 6255800675644013189

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.43%
Blocker-prone seat share (topology component): 57.64%
Aisle-assignment balance: 94.44%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1103
Passengers seated: 288/288
Average waiting ticks: 486.52
Longest waiting passenger: P81->31F(RIGHT)
Longest waiting ticks: 1039

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2339
Maximum occupied tiles: 13
Seat events: 136
Single-blocker events: 36
Multiple-blocker events: 12
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 2763
Maximum occupied tiles: 15
Seat events: 152
Single-blocker events: 37
Multiple-blocker events: 20
Temporary aisle reoccupations: 80

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 132
Reservations granted: 132
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6072
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7505
Total stationary ticks: 145226
Seat-event requests: 297
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 817
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 817
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:41
Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 21
Scenario seed: 6255800675644013189

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 27.43%
Blocker-prone seat share (topology component): 57.64%
Aisle-assignment balance: 94.44%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1081
Passengers seated: 288/288
Average waiting ticks: 501.06
Longest waiting passenger: P193->3D(RIGHT)
Longest waiting ticks: 1072

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 6
Last cluster decision: RIGHT:tiles31-33:occupied=3:anchor=P81:selected=P180:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 42
Regions dissolved: 3
Repeated reconstructions avoided: 42
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=9
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2339
Maximum occupied tiles: 17
Seat events: 136
Single-blocker events: 35
Multiple-blocker events: 12
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 2763
Maximum occupied tiles: 20
Seat events: 152
Single-blocker events: 39
Multiple-blocker events: 20
Temporary aisle reoccupations: 82

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 139
Reservations granted: 138
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 9715
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 10749
Total stationary ticks: 153004
Seat-event requests: 303
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 520
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 520
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 302\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 21 | standardDataset=288/288 (100.00%) | secondIndependentSeedCohortDataset=288/288 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | secondIndependentSeedCohortWorse=false | standardFamily=COMPLETE_CABIN | secondIndependentSeedCohortFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:41
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 22
Scenario seed: 5780175996238559393

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 26.54%
Blocker-prone seat share (topology component): 59.57%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1176
Passengers seated: 324/324
Average waiting ticks: 551.66
Longest waiting passenger: P114->26B(LEFT)
Longest waiting ticks: 1128

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:tiles17-19:occupied=3:anchor=P164:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2822
Maximum occupied tiles: 13
Seat events: 162
Single-blocker events: 42
Multiple-blocker events: 18
Temporary aisle reoccupations: 82

RIGHT AISLE
-----------
Total moves: 2787
Maximum occupied tiles: 12
Seat events: 162
Single-blocker events: 42
Multiple-blocker events: 21
Temporary aisle reoccupations: 88

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 139
Reservations granted: 135
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6426
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7723
Total stationary ticks: 183945
Seat-event requests: 341
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 729
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 729
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 344\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:41
Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 22
Scenario seed: 5780175996238559393

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 26.54%
Blocker-prone seat share (topology component): 59.57%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1152
Passengers seated: 324/324
Average waiting ticks: 547.43
Longest waiting passenger: P308->9C(LEFT)
Longest waiting ticks: 1125

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 16
Regions dissolved: 2
Repeated reconstructions avoided: 16
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=9
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2822
Maximum occupied tiles: 18
Seat events: 162
Single-blocker events: 42
Multiple-blocker events: 18
Temporary aisle reoccupations: 83

RIGHT AISLE
-----------
Total moves: 2787
Maximum occupied tiles: 18
Seat events: 162
Single-blocker events: 42
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 138
Reservations granted: 133
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 10888
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 12112
Total stationary ticks: 186976
Seat-event requests: 336
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 727
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 727
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 340\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 22 | standardDataset=324/324 (100.00%) | secondIndependentSeedCohortDataset=324/324 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | secondIndependentSeedCohortWorse=false | standardFamily=COMPLETE_CABIN | secondIndependentSeedCohortFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:41
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 23
Scenario seed: 6037021880555610929

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2518
Passengers seated: 280/282
Average waiting ticks: 473.91
Longest waiting passenger: P48->32D(RIGHT)
Longest waiting ticks: 2456

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2046
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 39
Multiple-blocker events: 11
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 2337
Maximum occupied tiles: 13
Seat events: 143
Single-blocker events: 34
Multiple-blocker events: 18
Temporary aisle reoccupations: 70

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1599
Reservations granted: 1593
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5647
Longest unresolved passenger ID: 143
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P143(32I/RIGHT) -> P48(32D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 143
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 9874
Total stationary ticks: 139907
Seat-event requests: 1786
Failed seat-event starts: 1506

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 48
Critical blocker identity: P48->32D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P48(32D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P143(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1499
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 33|34
Critical blocker unavailable yield tiles: 33|34
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 7
Rear-boundary failures: 1499
Middle-bank reservation failures: 6
Active-event deferrals: 622
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 33|34
Current unavailable yield tiles: 33|34
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1792\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:41
Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 23
Scenario seed: 6037021880555610929

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2507
Passengers seated: 280/282
Average waiting ticks: 480.05
Longest waiting passenger: P48->32D(RIGHT)
Longest waiting ticks: 2405

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles19-21:occupied=3:anchor=P226:selected=P175:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 20
Regions dissolved: 1
Repeated reconstructions avoided: 20
Largest region lifetime: 21
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=21
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2046
Maximum occupied tiles: 17
Seat events: 137
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2337
Maximum occupied tiles: 17
Seat events: 143
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1754
Reservations granted: 1754
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8742
Longest unresolved passenger ID: 143
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P143(32I/RIGHT) -> P48(32D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 143
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13921
Total stationary ticks: 145168
Seat-event requests: 1948
Failed seat-event starts: 1668

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 48
Critical blocker identity: P48->32D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P48(32D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P143(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1655
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 33|34
Critical blocker unavailable yield tiles: 33|34
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 13
Rear-boundary failures: 1655
Middle-bank reservation failures: 0
Active-event deferrals: 900
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 33|34
Current unavailable yield tiles: 33|34
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1947\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 23 | standardDataset=280/282 (99.29%) | secondIndependentSeedCohortDataset=280/282 (99.29%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | secondIndependentSeedCohortWorse=false | standardFamily=REAR_BOUNDARY_LOCK | secondIndependentSeedCohortFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:41
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 24
Scenario seed: -2112645336418740688

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 67.88%
Aisle-assignment balance: 92.70%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1034
Passengers seated: 274/274
Average waiting ticks: 451.58
Longest waiting passenger: P107->18F(RIGHT)
Longest waiting ticks: 1000

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1990
Maximum occupied tiles: 14
Seat events: 127
Single-blocker events: 37
Multiple-blocker events: 11
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 2234
Maximum occupied tiles: 12
Seat events: 147
Single-blocker events: 36
Multiple-blocker events: 11
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 91
Reservations granted: 91
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5237
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6623
Total stationary ticks: 128201
Seat-event requests: 282
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 706
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 706
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 282\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:41
Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 24
Scenario seed: -2112645336418740688

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 67.88%
Aisle-assignment balance: 92.70%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2109
Passengers seated: 121/274
Average waiting ticks: 1062.61
Longest waiting passenger: P0->4A(LEFT)
Longest waiting ticks: 2109

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 33
Cluster candidates evaluated: 14
Executable cluster candidates: 0
Rejected cluster candidates: 14
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 32
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1909
Regions dissolved: 0
Repeated reconstructions avoided: 1909
Largest region lifetime: 1910
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1910:occupied=32
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1812
State changes reopening evaluation: 32
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1795
Maximum occupied tiles: 17
Seat events: 85
Single-blocker events: 28
Multiple-blocker events: 5
Temporary aisle reoccupations: 38

RIGHT AISLE
-----------
Total moves: 1340
Maximum occupied tiles: 32
Seat events: 36
Single-blocker events: 4
Multiple-blocker events: 1
Temporary aisle reoccupations: 6

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 80
Reservations granted: 77
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 121
Remaining moving in aisle: 30
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 55219
Longest unresolved passenger ID: 0
Longest unresolved row: 4
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 16
Longest dependency chain: P62(19G/RIGHT) -> P116(20E/RIGHT) -> P59(20I/RIGHT) -> P170(30F/RIGHT) -> P84(32G/RIGHT) -> P120(27F/RIGHT) -> P71(26G/RIGHT) -> P99(32H/RIGHT) -> P140(29E/RIGHT) -> P186(29H/RIGHT) -> P233(30I/RIGHT) -> P168(30G/RIGHT) -> P44(31D/RIGHT) -> P34(31I/RIGHT) -> P173(32F/RIGHT) -> P271(32D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 62
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 30
Total blocked ticks: 65068
Total stationary ticks: 351705
Seat-event requests: 1973
Failed seat-event starts: 1852

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 47
Critical blocker identity: P47->16I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 15
Critical tree size including blocker: 16
Critical tree depth: 16
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 32
Unresolved outside passengers: 121
Unresolved internal passengers outside critical tree: 16
Critical blocker tree:
P47(16I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P163(22H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P250(16D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P6(20F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P30(14I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P225(13F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P190(15G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P214(14H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P232(12G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P131(17I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P263(17H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P29(15H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P158(22E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P248(18G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P218(20D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P67(14G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1808
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 17|18
Critical blocker unavailable yield tiles: 17|18
Critical blocker yield-tile occupants: 62|116
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1808
Rear-boundary failures: 44
Middle-bank reservation failures: 3
Active-event deferrals: 240
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: REAR_BOUNDARY_LOCK
Required yield occupants: 2
Trace length: 16
Yield-occupant trace: yieldOccupant[62]: P62(19G/RIGHT/MOVING_IN_AISLE@tile17) -> P116(20E/RIGHT/MOVING_IN_AISLE@tile18) -> P59(20I/RIGHT/MOVING_IN_AISLE@tile19) -> P170(30F/RIGHT/MOVING_IN_AISLE@tile20) -> P84(32G/RIGHT/MOVING_IN_AISLE@tile21) -> P120(27F/RIGHT/MOVING_IN_AISLE@tile22) -> P71(26G/RIGHT/MOVING_IN_AISLE@tile23) -> P99(32H/RIGHT/MOVING_IN_AISLE@tile24) -> P140(29E/RIGHT/MOVING_IN_AISLE@tile25) -> P186(29H/RIGHT/MOVING_IN_AISLE@tile26) -> P233(30I/RIGHT/MOVING_IN_AISLE@tile27) -> P168(30G/RIGHT/MOVING_IN_AISLE@tile28) -> P44(31D/RIGHT/MOVING_IN_AISLE@tile29) -> P34(31I/RIGHT/MOVING_IN_AISLE@tile30) -> P173(32F/RIGHT/MOVING_IN_AISLE@tile31) -> P271(32D/RIGHT/WAITING_AT_ROW@tile32) -> [REAR_BOUNDARY_LOCK] || yieldOccupant[116]: P116(20E/RIGHT/MOVING_IN_AISLE@tile18) -> P59(20I/RIGHT/MOVING_IN_AISLE@tile19) -> P170(30F/RIGHT/MOVING_IN_AISLE@tile20) -> P84(32G/RIGHT/MOVING_IN_AISLE@tile21) -> P120(27F/RIGHT/MOVING_IN_AISLE@tile22) -> P71(26G/RIGHT/MOVING_IN_AISLE@tile23) -> P99(32H/RIGHT/MOVING_IN_AISLE@tile24) -> P140(29E/RIGHT/MOVING_IN_AISLE@tile25) -> P186(29H/RIGHT/MOVING_IN_AISLE@tile26) -> P233(30I/RIGHT/MOVING_IN_AISLE@tile27) -> P168(30G/RIGHT/MOVING_IN_AISLE@tile28) -> P44(31D/RIGHT/MOVING_IN_AISLE@tile29) -> P34(31I/RIGHT/MOVING_IN_AISLE@tile30) -> P173(32F/RIGHT/MOVING_IN_AISLE@tile31) -> P271(32D/RIGHT/WAITING_AT_ROW@tile32) -> [REAR_BOUNDARY_LOCK]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P271->32D(RIGHT)
Terminal condition: REAR_BOUNDARY_LOCK
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P62{seat=19G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=17,directBlocker=116,lastMoveTick=301,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P116{seat=20E,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=18,directBlocker=59,lastMoveTick=293,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 17|18
Current unavailable yield tiles: 17|18
Current yield-tile occupants: 62|116
Final row-event chain: 47|62|116|59|170|84|120|71|99|140|186|233|168|44|34|173|271
Final row-event chain length: 17
Distinct row events in chain: 17
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1976\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1810\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 24 | standardDataset=274/274 (100.00%) | secondIndependentSeedCohortDataset=121/274 (44.16%) | seatedDelta=-153 | completionDelta=-55.84% | outsideDelta=+121 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondIndependentSeedCohortWorse=true | standardFamily=COMPLETE_CABIN | secondIndependentSeedCohortFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:41
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 25
Scenario seed: -2842183346300146717

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.49%
Blocker-prone seat share (topology component): 60.23%
Aisle-assignment balance: 93.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1306
Passengers seated: 342/342
Average waiting ticks: 578.16
Longest waiting passenger: P57->18G(RIGHT)
Longest waiting ticks: 1262

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:tiles26-30:occupied=4:anchor=P9:selected=P218:directReleases=0:releasePotential=3

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 64
Regions dissolved: 3
Repeated reconstructions avoided: 64
Largest region lifetime: 31
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=31
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2821
Maximum occupied tiles: 14
Seat events: 160
Single-blocker events: 49
Multiple-blocker events: 13
Temporary aisle reoccupations: 77

RIGHT AISLE
-----------
Total moves: 3236
Maximum occupied tiles: 15
Seat events: 182
Single-blocker events: 56
Multiple-blocker events: 26
Temporary aisle reoccupations: 115

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 151
Reservations granted: 151
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7402
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8893
Total stationary ticks: 204037
Seat-event requests: 359
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 710
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 710
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 358\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:41
Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 25
Scenario seed: -2842183346300146717

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 27.49%
Blocker-prone seat share (topology component): 60.23%
Aisle-assignment balance: 93.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2773
Passengers seated: 339/342
Average waiting ticks: 598.83
Longest waiting passenger: P84->33D(RIGHT)
Longest waiting ticks: 2691

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2821
Maximum occupied tiles: 18
Seat events: 160
Single-blocker events: 49
Multiple-blocker events: 12
Temporary aisle reoccupations: 75

RIGHT AISLE
-----------
Total moves: 3233
Maximum occupied tiles: 19
Seat events: 179
Single-blocker events: 57
Multiple-blocker events: 24
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1872
Reservations granted: 1868
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 11445
Longest unresolved passenger ID: 230
Longest unresolved row: 35
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P230(35G/RIGHT) -> P84(33D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 230
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 19618
Total stationary ticks: 217232
Seat-event requests: 2072
Failed seat-event starts: 1733

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 84
Critical blocker identity: P84->33D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P84(33D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P230(35G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1733
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 34|35|36
Critical blocker unavailable yield tiles: 36
Critical blocker yield-tile occupants: 273
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1733
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 1643
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[273]: P273(36E/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P273->36E(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P273{seat=36E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=427,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 34|35|36
Current unavailable yield tiles: 36
Current yield-tile occupants: 273
Final row-event chain: 84|273
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2076\nPrecedence substitutions made: 7\nDependency chains followed: 1728\nBlocked by waiting-row occupant: 1728\nSubstituted events started: 8\nOccupied-space rejections: 1737\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 25 | standardDataset=342/342 (100.00%) | secondIndependentSeedCohortDataset=339/342 (99.12%) | seatedDelta=-3 | completionDelta=-0.88% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondIndependentSeedCohortWorse=true | standardFamily=COMPLETE_CABIN | secondIndependentSeedCohortFamily=LINKED_ROW_EVENT_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:41
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 26
Scenario seed: -2961928911117435604

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 74.56%
Aisle-assignment balance: 88.60%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 899
Passengers seated: 228/228
Average waiting ticks: 381.57
Longest waiting passenger: P8->4H(RIGHT)
Longest waiting ticks: 861

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 39
Regions dissolved: 2
Repeated reconstructions avoided: 39
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=23
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1501
Maximum occupied tiles: 11
Seat events: 101
Single-blocker events: 23
Multiple-blocker events: 6
Temporary aisle reoccupations: 36

RIGHT AISLE
-----------
Total moves: 1806
Maximum occupied tiles: 12
Seat events: 127
Single-blocker events: 31
Multiple-blocker events: 19
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 138
Reservations granted: 130
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4245
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5292
Total stationary ticks: 90481
Seat-event requests: 243
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 547
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 547
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 252\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:41
Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 26
Scenario seed: -2961928911117435604

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 74.56%
Aisle-assignment balance: 88.60%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2339
Passengers seated: 219/228
Average waiting ticks: 389.37
Longest waiting passenger: P27->21C(RIGHT)
Longest waiting ticks: 2280

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 4
Cluster candidates evaluated: 7
Executable cluster candidates: 0
Rejected cluster candidates: 7
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 9
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2097
Regions dissolved: 0
Repeated reconstructions avoided: 2097
Largest region lifetime: 2098
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2098:occupied=9
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1644
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1501
Maximum occupied tiles: 15
Seat events: 101
Single-blocker events: 23
Multiple-blocker events: 7
Temporary aisle reoccupations: 38

RIGHT AISLE
-----------
Total moves: 1791
Maximum occupied tiles: 18
Seat events: 118
Single-blocker events: 23
Multiple-blocker events: 17
Temporary aisle reoccupations: 63

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1722
Reservations granted: 1716
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 12634
Longest unresolved passenger ID: 133
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 6
Longest dependency chain: P212(29G/RIGHT) -> P132(27E/RIGHT) -> P49(30E/RIGHT) -> P131(28G/RIGHT) -> P133(30H/RIGHT) -> P194(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 212
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 25535
Total stationary ticks: 106689
Seat-event requests: 1889
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 194
Critical blocker identity: P194->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 5
Critical tree size including blocker: 6
Critical tree depth: 6
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P194(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P133(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P131(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P49(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P132(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P212(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1660
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 3
Critical blocker required yield tiles: 30|31|32
Critical blocker unavailable yield tiles: 31|32
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1660
Rear-boundary failures: 10
Middle-bank reservation failures: 6
Active-event deferrals: 1309
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 30|31|32
Current unavailable yield tiles: 31|32
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1895\nPrecedence substitutions made: 4\nDependency chains followed: 1590\nBlocked by waiting-row occupant: 1590\nSubstituted events started: 5\nOccupied-space rejections: 6486\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 26 | standardDataset=228/228 (100.00%) | secondIndependentSeedCohortDataset=219/228 (96.05%) | seatedDelta=-9 | completionDelta=-3.95% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondIndependentSeedCohortWorse=true | standardFamily=COMPLETE_CABIN | secondIndependentSeedCohortFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:41
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 27
Scenario seed: -497702458110179821

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 59.06%
Aisle-assignment balance: 95.91%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1272
Passengers seated: 342/342
Average waiting ticks: 582.35
Longest waiting passenger: P18->4B(LEFT)
Longest waiting ticks: 1226

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3136
Maximum occupied tiles: 16
Seat events: 178
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 106

RIGHT AISLE
-----------
Total moves: 2844
Maximum occupied tiles: 12
Seat events: 164
Single-blocker events: 40
Multiple-blocker events: 27
Temporary aisle reoccupations: 98

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 148
Reservations granted: 144
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7194
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8636
Total stationary ticks: 205121
Seat-event requests: 353
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 762
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 762
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 358\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:41
Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 27
Scenario seed: -497702458110179821

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 59.06%
Aisle-assignment balance: 95.91%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 1866
Passengers seated: 79/342
Average waiting ticks: 1163.28
Longest waiting passenger: P0->19D(RIGHT)
Longest waiting ticks: 1866

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 49
Cluster candidates evaluated: 49
Executable cluster candidates: 0
Rejected cluster candidates: 49
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 35
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 3113
Regions dissolved: 0
Repeated reconstructions avoided: 3113
Largest region lifetime: 1591
Maximum simultaneous active regions: 2
Regions active at termination: 2
Last lifecycle event: UPDATE:R1:age=1591:occupied=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1531
State changes reopening evaluation: 47
Region priority competitions: 1513
Regions ranked: 3026
Hierarchical selections: 1513
Lower-priority evaluations deferred: 1511
Highest selected priority score: 38610
Left/right priority wins: 0/1513
Priority ties: 0
Last priority decision: LEFT:R2:score=37510 | RIGHT:R1:score=38610 | selected=RIGHT

LEFT AISLE
----------
Total moves: 1844
Maximum occupied tiles: 34
Seat events: 44
Single-blocker events: 13
Multiple-blocker events: 3
Temporary aisle reoccupations: 19

RIGHT AISLE
-----------
Total moves: 1591
Maximum occupied tiles: 35
Seat events: 35
Single-blocker events: 7
Multiple-blocker events: 1
Temporary aisle reoccupations: 9

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1622
Reservations granted: 1618
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 194
Remaining moving in aisle: 65
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 98637
Longest unresolved passenger ID: 0
Longest unresolved row: 19
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 34
Longest dependency chain: P95(21G/RIGHT) -> P17(14E/RIGHT) -> P60(25H/RIGHT) -> P101(18J/RIGHT) -> P335(18I/RIGHT) -> P148(15H/RIGHT) -> P203(24F/RIGHT) -> P328(20F/RIGHT) -> P76(15F/RIGHT) -> P62(14H/RIGHT) -> P73(14I/RIGHT) -> P316(21I/RIGHT) -> P212(21J/RIGHT) -> P336(21D/RIGHT) -> P253(25I/RIGHT) -> P31(22J/RIGHT) -> P219(22F/RIGHT) -> P275(23F/RIGHT) -> P107(23H/RIGHT) -> P64(24J/RIGHT) -> P156(24H/RIGHT) -> P290(32J/RIGHT) -> P245(33H/RIGHT) -> P1(29J/RIGHT) -> P270(35H/RIGHT) -> P56(34H/RIGHT) -> P109(28I/RIGHT) -> P149(36J/RIGHT) -> P141(31H/RIGHT) -> P170(34D/RIGHT) -> P118(34J/RIGHT) -> P104(35I/RIGHT) -> P154(35F/RIGHT) -> P175(34E/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 95
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 65
Total blocked ticks: 110128
Total stationary ticks: 501200
Seat-event requests: 3187
Failed seat-event starts: 3108

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 175
Critical blocker identity: P175->34E(RIGHT)
Direct fan-out: 1
Total indirect descendants: 33
Critical tree size including blocker: 34
Critical tree depth: 34
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 69
Unresolved outside passengers: 194
Unresolved internal passengers outside critical tree: 35
Critical blocker tree:
P175(34E/RIGHT/WAITING_FOR_SEAT_EVENT)
  P154(35F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P104(35I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P118(34J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P170(34D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P141(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P149(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P109(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P56(34H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P270(35H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P1(29J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P245(33H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P290(32J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P156(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P64(24J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P107(23H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P275(23F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P219(22F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P31(22J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P253(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P336(21D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P212(21J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P316(21I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P73(14I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P62(14H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P76(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P328(20F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P203(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P148(15H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                          P335(18I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                            P101(18J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                              P60(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                                P17(14E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                                  P95(21G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 3100
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 35|36
Critical blocker unavailable yield tiles: 36
Critical blocker yield-tile occupants: 153
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 3
Yield-tile occupied failures: 3100
Rear-boundary failures: 8
Middle-bank reservation failures: 4
Active-event deferrals: 161
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[153]: P153(36E/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P153->36E(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P153{seat=36E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=264,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 35|36
Current unavailable yield tiles: 36
Current yield-tile occupants: 153
Final row-event chain: 175|153
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3191\nPrecedence substitutions made: 0\nDependency chains followed: 1582\nBlocked by waiting-row occupant: 1582\nSubstituted events started: 0\nOccupied-space rejections: 3101\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 27 | standardDataset=342/342 (100.00%) | secondIndependentSeedCohortDataset=79/342 (23.10%) | seatedDelta=-263 | completionDelta=-76.90% | outsideDelta=+194 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondIndependentSeedCohortWorse=true | standardFamily=COMPLETE_CABIN | secondIndependentSeedCohortFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:42
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 28
Scenario seed: -2481418752382945566

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.82%
Blocker-prone seat share (topology component): 57.29%
Aisle-assignment balance: 90.97%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1108
Passengers seated: 288/288
Average waiting ticks: 472.28
Longest waiting passenger: P72->17C(LEFT)
Longest waiting ticks: 1058

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles12-14:occupied=3:anchor=P89:selected=P262:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2695
Maximum occupied tiles: 17
Seat events: 157
Single-blocker events: 35
Multiple-blocker events: 24
Temporary aisle reoccupations: 90

RIGHT AISLE
-----------
Total moves: 2253
Maximum occupied tiles: 13
Seat events: 131
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 137
Reservations granted: 133
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6324
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7611
Total stationary ticks: 141507
Seat-event requests: 304
Failed seat-event starts: 16

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 561
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 16
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 561
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 307\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 2\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:42
Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 28
Scenario seed: -2481418752382945566

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 28.82%
Blocker-prone seat share (topology component): 57.29%
Aisle-assignment balance: 90.97%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1100
Passengers seated: 288/288
Average waiting ticks: 482.09
Longest waiting passenger: P0->13B(LEFT)
Longest waiting ticks: 1075

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 34
Regions dissolved: 2
Repeated reconstructions avoided: 34
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2695
Maximum occupied tiles: 20
Seat events: 157
Single-blocker events: 36
Multiple-blocker events: 25
Temporary aisle reoccupations: 93

RIGHT AISLE
-----------
Total moves: 2253
Maximum occupied tiles: 17
Seat events: 131
Single-blocker events: 34
Multiple-blocker events: 10
Temporary aisle reoccupations: 54

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 136
Reservations granted: 136
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 9995
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 11185
Total stationary ticks: 147836
Seat-event requests: 307
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 625
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 625
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 307\nPrecedence substitutions made: 9\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 11\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 28 | standardDataset=288/288 (100.00%) | secondIndependentSeedCohortDataset=288/288 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondIndependentSeedCohortWorse=false | standardFamily=COMPLETE_CABIN | secondIndependentSeedCohortFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:42
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 29
Scenario seed: 7883794852198990612

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.43%
Blocker-prone seat share (topology component): 66.52%
Aisle-assignment balance: 93.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 227/230
Average waiting ticks: 380.57
Longest waiting passenger: P175->32I(RIGHT)
Longest waiting ticks: 2293

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 3
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1808
Regions dissolved: 0
Repeated reconstructions avoided: 1808
Largest region lifetime: 1809
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1809:occupied=3
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1637
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1880
Maximum occupied tiles: 13
Seat events: 123
Single-blocker events: 27
Multiple-blocker events: 5
Temporary aisle reoccupations: 37

RIGHT AISLE
-----------
Total moves: 1702
Maximum occupied tiles: 13
Seat events: 104
Single-blocker events: 23
Multiple-blocker events: 6
Temporary aisle reoccupations: 35

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 77
Reservations granted: 76
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4634
Longest unresolved passenger ID: 11
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P61(32E/RIGHT) -> P11(32D/RIGHT) -> P175(32I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 61
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 11247
Total stationary ticks: 95199
Seat-event requests: 1962
Failed seat-event starts: 1735

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 175
Critical blocker identity: P175->32I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P175(32I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P11(32D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P61(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1732
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 33|34
Critical blocker unavailable yield tiles: 33|34
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 3
Rear-boundary failures: 1732
Middle-bank reservation failures: 1
Active-event deferrals: 666
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 33|34
Current unavailable yield tiles: 33|34
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1963\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:42
Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 29
Scenario seed: 7883794852198990612

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 30.43%
Blocker-prone seat share (topology component): 66.52%
Aisle-assignment balance: 93.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2354
Passengers seated: 227/230
Average waiting ticks: 374.71
Longest waiting passenger: P175->32I(RIGHT)
Longest waiting ticks: 2247

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2110
Regions dissolved: 0
Repeated reconstructions avoided: 2110
Largest region lifetime: 2111
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2111:occupied=3
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1743
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1880
Maximum occupied tiles: 16
Seat events: 123
Single-blocker events: 28
Multiple-blocker events: 5
Temporary aisle reoccupations: 38

RIGHT AISLE
-----------
Total moves: 1702
Maximum occupied tiles: 16
Seat events: 104
Single-blocker events: 22
Multiple-blocker events: 6
Temporary aisle reoccupations: 34

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 77
Reservations granted: 76
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7294
Longest unresolved passenger ID: 11
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P61(32E/RIGHT) -> P11(32D/RIGHT) -> P175(32I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 61
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 14737
Total stationary ticks: 97088
Seat-event requests: 1993
Failed seat-event starts: 1766

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 175
Critical blocker identity: P175->32I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P175(32I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P11(32D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P61(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1765
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 33|34
Critical blocker unavailable yield tiles: 33|34
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1
Rear-boundary failures: 1765
Middle-bank reservation failures: 1
Active-event deferrals: 855
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 33|34
Current unavailable yield tiles: 33|34
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1994\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 3\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 29 | standardDataset=227/230 (98.70%) | secondIndependentSeedCohortDataset=227/230 (98.70%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondIndependentSeedCohortWorse=false | standardFamily=REAR_BOUNDARY_LOCK | secondIndependentSeedCohortFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:42
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 30
Scenario seed: -9148451104106525071

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.33%
Blocker-prone seat share (topology component): 59.49%
Aisle-assignment balance: 95.18%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2682
Passengers seated: 325/353
Average waiting ticks: 594.87
Longest waiting passenger: P311->21E(RIGHT)
Longest waiting ticks: 2651

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 32
Cluster candidates evaluated: 78
Executable cluster candidates: 1
Rejected cluster candidates: 77
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 28
Selected release potential total: 4
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1783
Regions dissolved: 2
Repeated reconstructions avoided: 1783
Largest region lifetime: 1761
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1761:occupied=28
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1590
State changes reopening evaluation: 30
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2823
Maximum occupied tiles: 14
Seat events: 168
Single-blocker events: 42
Multiple-blocker events: 23
Temporary aisle reoccupations: 91

RIGHT AISLE
-----------
Total moves: 3120
Maximum occupied tiles: 30
Seat events: 157
Single-blocker events: 48
Multiple-blocker events: 15
Temporary aisle reoccupations: 80

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1749
Reservations granted: 1749
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 24
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 39531
Longest unresolved passenger ID: 296
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 14
Longest dependency chain: P120(24G/RIGHT) -> P330(36I/RIGHT) -> P154(29F/RIGHT) -> P325(13H/RIGHT) -> P225(32J/RIGHT) -> P167(15E/RIGHT) -> P348(36H/RIGHT) -> P307(25I/RIGHT) -> P172(20I/RIGHT) -> P52(21I/RIGHT) -> P251(27J/RIGHT) -> P103(22E/RIGHT) -> P252(34I/RIGHT) -> P311(21E/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 120
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 24
Total blocked ticks: 54541
Total stationary ticks: 255068
Seat-event requests: 1976
Failed seat-event starts: 1651

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 311
Critical blocker identity: P311->21E(RIGHT)
Direct fan-out: 1
Total indirect descendants: 13
Critical tree size including blocker: 14
Critical tree depth: 14
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 28
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 14
Critical blocker tree:
P311(21E/RIGHT/WAITING_FOR_SEAT_EVENT)
  P252(34I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P103(22E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P251(27J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P52(21I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P172(20I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P307(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P348(36H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P167(15E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P225(32J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P325(13H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P154(29F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P330(36I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P120(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1650
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 22|23
Critical blocker unavailable yield tiles: 22|23
Critical blocker yield-tile occupants: 297|267
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1650
Rear-boundary failures: 1
Middle-bank reservation failures: 0
Active-event deferrals: 1126
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 9
Yield-occupant trace: yieldOccupant[297]: P297(30H/RIGHT/MOVING_IN_AISLE@tile22) -> P267(30E/RIGHT/MOVING_IN_AISLE@tile23) -> P230(35G/RIGHT/MOVING_IN_AISLE@tile24) -> P234(31G/RIGHT/MOVING_IN_AISLE@tile25) -> P119(28D/RIGHT/MOVING_IN_AISLE@tile26) -> P147(31H/RIGHT/MOVING_IN_AISLE@tile27) -> P332(33J/RIGHT/MOVING_IN_AISLE@tile28) -> P277(34H/RIGHT/MOVING_IN_AISLE@tile29) -> P303(30D/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[267]: P267(30E/RIGHT/MOVING_IN_AISLE@tile23) -> P230(35G/RIGHT/MOVING_IN_AISLE@tile24) -> P234(31G/RIGHT/MOVING_IN_AISLE@tile25) -> P119(28D/RIGHT/MOVING_IN_AISLE@tile26) -> P147(31H/RIGHT/MOVING_IN_AISLE@tile27) -> P332(33J/RIGHT/MOVING_IN_AISLE@tile28) -> P277(34H/RIGHT/MOVING_IN_AISLE@tile29) -> P303(30D/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P303->30D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P297{seat=30H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=22,directBlocker=267,lastMoveTick=1074,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P267{seat=30E,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=23,directBlocker=230,lastMoveTick=1069,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 22|23
Current unavailable yield tiles: 22|23
Current yield-tile occupants: 297|267
Final row-event chain: 311|297|267|230|234|119|147|332|277|303
Final row-event chain length: 10
Distinct row events in chain: 10
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1975\nPrecedence substitutions made: 2\nDependency chains followed: 25\nBlocked by waiting-row occupant: 25\nSubstituted events started: 3\nOccupied-space rejections: 1698\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
============================================================
Date/Time: 2026-07-17 00:16:42
Experiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2283790101901
Scenario number: 30
Scenario seed: -9148451104106525071

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 28.33%
Blocker-prone seat share (topology component): 59.49%
Aisle-assignment balance: 95.18%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2238
Passengers seated: 139/353
Average waiting ticks: 1276.45
Longest waiting passenger: P2->16E(RIGHT)
Longest waiting ticks: 2238

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 31
Cluster candidates evaluated: 59
Executable cluster candidates: 0
Rejected cluster candidates: 59
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 35
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1964
Regions dissolved: 1
Repeated reconstructions avoided: 1964
Largest region lifetime: 1953
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1953:occupied=35
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1909
State changes reopening evaluation: 30
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2423
Maximum occupied tiles: 20
Seat events: 101
Single-blocker events: 22
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1714
Maximum occupied tiles: 35
Seat events: 38
Single-blocker events: 11
Multiple-blocker events: 2
Temporary aisle reoccupations: 15

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1985
Reservations granted: 1985
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 179
Remaining moving in aisle: 32
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 61685
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 30
Longest dependency chain: P203(19H/RIGHT) -> P45(17H/RIGHT) -> P177(15I/RIGHT) -> P331(19F/RIGHT) -> P273(14E/RIGHT) -> P169(16I/RIGHT) -> P261(17D/RIGHT) -> P30(20E/RIGHT) -> P176(25G/RIGHT) -> P70(20F/RIGHT) -> P229(23I/RIGHT) -> P178(22H/RIGHT) -> P89(21H/RIGHT) -> P280(24I/RIGHT) -> P295(22F/RIGHT) -> P330(36I/RIGHT) -> P154(29F/RIGHT) -> P225(32J/RIGHT) -> P348(36H/RIGHT) -> P251(27J/RIGHT) -> P252(34I/RIGHT) -> P297(30H/RIGHT) -> P267(30E/RIGHT) -> P230(35G/RIGHT) -> P234(31G/RIGHT) -> P119(28D/RIGHT) -> P147(31H/RIGHT) -> P332(33J/RIGHT) -> P277(34H/RIGHT) -> P303(30D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 203
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 32
Total blocked ticks: 75391
Total stationary ticks: 519177
Seat-event requests: 2087
Failed seat-event starts: 1948

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 303
Critical blocker identity: P303->30D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 29
Critical tree size including blocker: 30
Critical tree depth: 30
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 35
Unresolved outside passengers: 179
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P303(30D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P277(34H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P332(33J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P147(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P119(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P234(31G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P230(35G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P267(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P297(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P252(34I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P251(27J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P348(36H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P225(32J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P154(29F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P330(36I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P295(22F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P280(24I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P89(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P178(22H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P229(23I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P70(20F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P176(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P30(20E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P261(17D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P169(16I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P273(14E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P331(19F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P177(15I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P45(17H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                          P203(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1947
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 32
Critical blocker yield-tile occupants: 200
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1947
Rear-boundary failures: 1
Middle-bank reservation failures: 0
Active-event deferrals: 260
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 4
Yield-occupant trace: yieldOccupant[200]: P200(34E/RIGHT/MOVING_IN_AISLE@tile32) -> P270(36G/RIGHT/MOVING_IN_AISLE@tile33) -> P296(36E/RIGHT/MOVING_IN_AISLE@tile34) -> P19(35I/RIGHT/WAITING_AT_ROW@tile35) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P19->35I(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P200{seat=34E,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=32,directBlocker=270,lastMoveTick=306,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 32
Current yield-tile occupants: 200
Final row-event chain: 303|200|270|296|19
Final row-event chain length: 5
Distinct row events in chain: 5
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_INDEPENDENT_SEED_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2087\nPrecedence substitutions made: 0\nDependency chains followed: 12\nBlocked by waiting-row occupant: 12\nSubstituted events started: 0\nOccupied-space rejections: 1975\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 30 | standardDataset=325/353 (92.07%) | secondIndependentSeedCohortDataset=139/353 (39.38%) | seatedDelta=-186 | completionDelta=-52.69% | outsideDelta=+179 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondIndependentSeedCohortWorse=true | standardFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL | secondIndependentSeedCohortFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 29
SECOND INDEPENDENT-SEED COARSE-COHORT REPLICATION
************************************************************
Experiment seed: 2283790101901
Scenarios executed: 60
Successful completions: 36
Incomplete/MAX_TICKS: 24
Average completed ticks: 1524.55
Average waiting ticks: 500.60
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:07
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 1
Scenario seed: 8798031227989657297

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 74.02%
Aisle-assignment balance: 95.10%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 765
Passengers seated: 204/204
Average waiting ticks: 330.41
Longest waiting passenger: P53->27A(LEFT)
Longest waiting ticks: 707

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 7
Regions dissolved: 1
Repeated reconstructions avoided: 7
Largest region lifetime: 8
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=8
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1610
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 24
Multiple-blocker events: 9
Temporary aisle reoccupations: 45

RIGHT AISLE
-----------
Total moves: 1375
Maximum occupied tiles: 10
Seat events: 97
Single-blocker events: 23
Multiple-blocker events: 10
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 110
Reservations granted: 110
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3723
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4580
Total stationary ticks: 70496
Seat-event requests: 211
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 415
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 415
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 211\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:07
Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 1
Scenario seed: 8798031227989657297

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 74.02%
Aisle-assignment balance: 95.10%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 743
Passengers seated: 204/204
Average waiting ticks: 333.50
Longest waiting passenger: P96->5E(LEFT)
Longest waiting ticks: 726

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1610
Maximum occupied tiles: 16
Seat events: 107
Single-blocker events: 24
Multiple-blocker events: 10
Temporary aisle reoccupations: 48

RIGHT AISLE
-----------
Total moves: 1375
Maximum occupied tiles: 16
Seat events: 97
Single-blocker events: 25
Multiple-blocker events: 8
Temporary aisle reoccupations: 43

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 112
Reservations granted: 108
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5998
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6658
Total stationary ticks: 73297
Seat-event requests: 209
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 342
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 342
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 213\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 01 | standardDataset=204/204 (100.00%) | pooledClosureCohortDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pooledClosureCohortWorse=false | standardFamily=COMPLETE_CABIN | pooledClosureCohortFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 2
Scenario seed: 7068399554973985573

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 59.57%
Aisle-assignment balance: 97.53%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2694
Passengers seated: 268/324
Average waiting ticks: 660.89
Longest waiting passenger: P8->21B(LEFT)
Longest waiting ticks: 2694

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 36
Cluster candidates evaluated: 33
Executable cluster candidates: 0
Rejected cluster candidates: 33
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 34
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 2153
Regions dissolved: 1
Repeated reconstructions avoided: 2153
Largest region lifetime: 2152
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2152:occupied=34
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1974
State changes reopening evaluation: 35
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2088
Maximum occupied tiles: 34
Seat events: 102
Single-blocker events: 25
Multiple-blocker events: 5
Temporary aisle reoccupations: 35

RIGHT AISLE
-----------
Total moves: 2845
Maximum occupied tiles: 12
Seat events: 166
Single-blocker events: 34
Multiple-blocker events: 16
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2138
Reservations granted: 2134
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 22
Remaining moving in aisle: 32
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 64096
Longest unresolved passenger ID: 8
Longest unresolved row: 21
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 29
Longest dependency chain: P49(9F/LEFT) -> P169(12B/LEFT) -> P34(27F/LEFT) -> P7(15C/LEFT) -> P218(9B/LEFT) -> P167(26D/LEFT) -> P14(32D/LEFT) -> P44(24C/LEFT) -> P146(21E/LEFT) -> P24(14C/LEFT) -> P298(30A/LEFT) -> P240(32C/LEFT) -> P104(25B/LEFT) -> P273(34C/LEFT) -> P125(19G/LEFT) -> P198(30C/LEFT) -> P143(26E/LEFT) -> P290(19C/LEFT) -> P215(29A/LEFT) -> P27(31B/LEFT) -> P62(28C/LEFT) -> P129(23B/LEFT) -> P3(36A/LEFT) -> P228(31E/LEFT) -> P109(35A/LEFT) -> P307(33B/LEFT) -> P308(28B/LEFT) -> P66(33C/LEFT) -> P138(29G/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 49
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 32
Total blocked ticks: 74682
Total stationary ticks: 282434
Seat-event requests: 2294
Failed seat-event starts: 2026

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 138
Critical blocker identity: P138->29G(LEFT)
Direct fan-out: 1
Total indirect descendants: 28
Critical tree size including blocker: 29
Critical tree depth: 29
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 34
Unresolved outside passengers: 22
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P138(29G/LEFT/WAITING_FOR_SEAT_EVENT)
  P66(33C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P308(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P307(33B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P109(35A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P228(31E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P3(36A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P129(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P62(28C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P27(31B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P215(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P290(19C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P143(26E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P198(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P125(19G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P273(34C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P104(25B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P240(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P298(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P24(14C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P146(21E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P44(24C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P14(32D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P167(26D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                P218(9B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P7(15C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P34(27F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P169(12B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P49(9F/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 2009
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 30|31|32
Critical blocker unavailable yield tiles: 31|32
Critical blocker yield-tile occupants: 58|295
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 2009
Rear-boundary failures: 17
Middle-bank reservation failures: 4
Active-event deferrals: 895
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 5
Yield-occupant trace: yieldOccupant[58]: P58(34B/LEFT/MOVING_IN_AISLE@tile31) -> P295(36C/LEFT/MOVING_IN_AISLE@tile32) -> P281(36E/LEFT/MOVING_IN_AISLE@tile33) -> P56(35B/LEFT/MOVING_IN_AISLE@tile34) -> P276(35G/LEFT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[295]: P295(36C/LEFT/MOVING_IN_AISLE@tile32) -> P281(36E/LEFT/MOVING_IN_AISLE@tile33) -> P56(35B/LEFT/MOVING_IN_AISLE@tile34) -> P276(35G/LEFT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P276->35G(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P58{seat=34B,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=31,directBlocker=295,lastMoveTick=570,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P295{seat=36C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=32,directBlocker=281,lastMoveTick=551,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 30|31|32
Current unavailable yield tiles: 31|32
Current yield-tile occupants: 58|295
Final row-event chain: 138|58|295|281|56|276
Final row-event chain length: 6
Distinct row events in chain: 6
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2298\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 2010\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:08
Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 2
Scenario seed: 7068399554973985573

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 59.57%
Aisle-assignment balance: 97.53%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2264
Passengers seated: 125/324
Average waiting ticks: 1289.91
Longest waiting passenger: P0->3G(RIGHT)
Longest waiting ticks: 2264

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 41
Cluster candidates evaluated: 39
Executable cluster candidates: 0
Rejected cluster candidates: 39
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 34
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2082
Regions dissolved: 0
Repeated reconstructions avoided: 2082
Largest region lifetime: 2083
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2083:occupied=34
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 2039
State changes reopening evaluation: 40
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1152
Maximum occupied tiles: 34
Seat events: 20
Single-blocker events: 6
Multiple-blocker events: 1
Temporary aisle reoccupations: 8

RIGHT AISLE
-----------
Total moves: 2484
Maximum occupied tiles: 19
Seat events: 105
Single-blocker events: 22
Multiple-blocker events: 7
Temporary aisle reoccupations: 36

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2140
Reservations granted: 2140
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 165
Remaining moving in aisle: 32
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 66146
Longest unresolved passenger ID: 0
Longest unresolved row: 3
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 29
Longest dependency chain: P271(22C/LEFT) -> P179(16D/LEFT) -> P203(15A/LEFT) -> P89(26B/LEFT) -> P106(34A/LEFT) -> P12(26C/LEFT) -> P246(30B/LEFT) -> P135(34D/LEFT) -> P303(27C/LEFT) -> P98(26A/LEFT) -> P190(32F/LEFT) -> P34(27F/LEFT) -> P167(26D/LEFT) -> P14(32D/LEFT) -> P298(30A/LEFT) -> P240(32C/LEFT) -> P273(34C/LEFT) -> P198(30C/LEFT) -> P143(26E/LEFT) -> P215(29A/LEFT) -> P27(31B/LEFT) -> P62(28C/LEFT) -> P3(36A/LEFT) -> P228(31E/LEFT) -> P109(35A/LEFT) -> P307(33B/LEFT) -> P308(28B/LEFT) -> P66(33C/LEFT) -> P138(29G/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 271
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 32
Total blocked ticks: 77122
Total stationary ticks: 490024
Seat-event requests: 2211
Failed seat-event starts: 2086

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 138
Critical blocker identity: P138->29G(LEFT)
Direct fan-out: 1
Total indirect descendants: 28
Critical tree size including blocker: 29
Critical tree depth: 29
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 34
Unresolved outside passengers: 165
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P138(29G/LEFT/WAITING_FOR_SEAT_EVENT)
  P66(33C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P308(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P307(33B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P109(35A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P228(31E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P3(36A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P62(28C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P27(31B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P215(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P143(26E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P198(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P273(34C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P240(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P298(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P14(32D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P167(26D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P34(27F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P190(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P98(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P303(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P135(34D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P246(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P12(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                P106(34A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P89(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P203(15A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P179(16D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P271(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 2080
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 30|31|32
Critical blocker unavailable yield tiles: 31|32
Critical blocker yield-tile occupants: 58|295
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 2080
Rear-boundary failures: 6
Middle-bank reservation failures: 0
Active-event deferrals: 238
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: REAR_BOUNDARY_LOCK
Required yield occupants: 2
Trace length: 5
Yield-occupant trace: yieldOccupant[58]: P58(34B/LEFT/MOVING_IN_AISLE@tile31) -> P295(36C/LEFT/MOVING_IN_AISLE@tile32) -> P281(36E/LEFT/MOVING_IN_AISLE@tile33) -> P56(35B/LEFT/MOVING_IN_AISLE@tile34) -> P276(35G/LEFT/WAITING_AT_ROW@tile35) -> [REAR_BOUNDARY_LOCK] || yieldOccupant[295]: P295(36C/LEFT/MOVING_IN_AISLE@tile32) -> P281(36E/LEFT/MOVING_IN_AISLE@tile33) -> P56(35B/LEFT/MOVING_IN_AISLE@tile34) -> P276(35G/LEFT/WAITING_AT_ROW@tile35) -> [REAR_BOUNDARY_LOCK]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P276->35G(LEFT)
Terminal condition: REAR_BOUNDARY_LOCK
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P58{seat=34B,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=31,directBlocker=295,lastMoveTick=186,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P295{seat=36C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=32,directBlocker=281,lastMoveTick=178,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 30|31|32
Current unavailable yield tiles: 31|32
Current yield-tile occupants: 58|295
Final row-event chain: 138|58|295|281|56|276
Final row-event chain length: 6
Distinct row events in chain: 6
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2211\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 2082\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 02 | standardDataset=268/324 (82.72%) | pooledClosureCohortDataset=125/324 (38.58%) | seatedDelta=-143 | completionDelta=-44.14% | outsideDelta=+143 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pooledClosureCohortWorse=true | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | pooledClosureCohortFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 3
Scenario seed: 969853212406168210

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 26.91%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 96.32%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1296
Passengers seated: 353/353
Average waiting ticks: 588.90
Longest waiting passenger: P327->17F(LEFT)
Longest waiting ticks: 1233

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 6
Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 29
Regions dissolved: 3
Repeated reconstructions avoided: 29
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=8
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3250
Maximum occupied tiles: 14
Seat events: 183
Single-blocker events: 51
Multiple-blocker events: 28
Temporary aisle reoccupations: 113

RIGHT AISLE
-----------
Total moves: 2928
Maximum occupied tiles: 12
Seat events: 170
Single-blocker events: 48
Multiple-blocker events: 25
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 169
Reservations granted: 164
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7708
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9330
Total stationary ticks: 214438
Seat-event requests: 382
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 766
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 766
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 385\nPrecedence substitutions made: 5\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 9\nOccupied-space rejections: 40\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:08
Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 3
Scenario seed: 969853212406168210

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 26.91%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 96.32%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2758
Passengers seated: 350/353
Average waiting ticks: 597.83
Longest waiting passenger: P143->36B(LEFT)
Longest waiting ticks: 2644

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 5
Clusters detected: 5
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 4
Selected release potential total: 5
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 5
Region updates: 2390
Regions dissolved: 4
Repeated reconstructions avoided: 2390
Largest region lifetime: 2322
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=2322:occupied=3
Confirmation deferral ticks: 8
Regions reaching confirmation: 3
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1700
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3248
Maximum occupied tiles: 21
Seat events: 180
Single-blocker events: 49
Multiple-blocker events: 27
Temporary aisle reoccupations: 110

RIGHT AISLE
-----------
Total moves: 2928
Maximum occupied tiles: 21
Seat events: 170
Single-blocker events: 48
Multiple-blocker events: 25
Temporary aisle reoccupations: 99

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 155
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 12770
Longest unresolved passenger ID: 55
Longest unresolved row: 36
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P202(35B/LEFT) -> P55(36A/LEFT) -> P143(36B/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 202
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 21282
Total stationary ticks: 227199
Seat-event requests: 2079
Failed seat-event starts: 1729

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 143
Critical blocker identity: P143->36B(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P143(36B/LEFT/WAITING_FOR_SEAT_EVENT)
  P55(36A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P202(35B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1704
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 1
Critical blocker required yield tiles: 37
Critical blocker unavailable yield tiles: 37
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 25
Rear-boundary failures: 1704
Middle-bank reservation failures: 4
Active-event deferrals: 1301
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 37
Current unavailable yield tiles: 37
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2081\nPrecedence substitutions made: 8\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 12\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 03 | standardDataset=353/353 (100.00%) | pooledClosureCohortDataset=350/353 (99.15%) | seatedDelta=-3 | completionDelta=-0.85% | outsideDelta=+0 | clustersDetected=5 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | pooledClosureCohortWorse=true | standardFamily=COMPLETE_CABIN | pooledClosureCohortFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 4
Scenario seed: 7538826331147271313

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 74.56%
Aisle-assignment balance: 97.37%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 832
Passengers seated: 228/228
Average waiting ticks: 371.66
Longest waiting passenger: P55->29E(LEFT)
Longest waiting ticks: 761

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 33
Multiple-blocker events: 10
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1596
Maximum occupied tiles: 10
Seat events: 111
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 120
Reservations granted: 120
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4284
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5160
Total stationary ticks: 88259
Seat-event requests: 236
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 434
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 434
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 235\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:08
Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 4
Scenario seed: 7538826331147271313

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 74.56%
Aisle-assignment balance: 97.37%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 1996
Passengers seated: 85/228
Average waiting ticks: 1084.43
Longest waiting passenger: P2->5B(LEFT)
Longest waiting ticks: 1996

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 32
Cluster candidates evaluated: 31
Executable cluster candidates: 0
Rejected cluster candidates: 31
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 30
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1887
Regions dissolved: 0
Repeated reconstructions avoided: 1887
Largest region lifetime: 1888
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1888:occupied=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1823
State changes reopening evaluation: 31
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 851
Maximum occupied tiles: 30
Seat events: 17
Single-blocker events: 4
Multiple-blocker events: 1
Temporary aisle reoccupations: 6

RIGHT AISLE
-----------
Total moves: 1371
Maximum occupied tiles: 16
Seat events: 68
Single-blocker events: 13
Multiple-blocker events: 2
Temporary aisle reoccupations: 18

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1903
Reservations granted: 1899
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 113
Remaining moving in aisle: 28
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 51119
Longest unresolved passenger ID: 2
Longest unresolved row: 5
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 26
Longest dependency chain: P32(16B/LEFT) -> P100(18F/LEFT) -> P118(15A/LEFT) -> P23(17B/LEFT) -> P81(19D/LEFT) -> P47(17F/LEFT) -> P188(13F/LEFT) -> P178(13B/LEFT) -> P86(12A/LEFT) -> P16(13E/LEFT) -> P115(16C/LEFT) -> P206(14A/LEFT) -> P18(21B/LEFT) -> P1(16A/LEFT) -> P55(29E/LEFT) -> P63(22C/LEFT) -> P197(23E/LEFT) -> P199(28D/LEFT) -> P22(23B/LEFT) -> P219(30F/LEFT) -> P195(28B/LEFT) -> P156(27C/LEFT) -> P62(25B/LEFT) -> P192(26B/LEFT) -> P67(28E/LEFT) -> P107(26F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 32
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 28
Total blocked ticks: 59001
Total stationary ticks: 301924
Seat-event requests: 1946
Failed seat-event starts: 1861

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 107
Critical blocker identity: P107->26F(LEFT)
Direct fan-out: 1
Total indirect descendants: 25
Critical tree size including blocker: 26
Critical tree depth: 26
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 30
Unresolved outside passengers: 113
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P107(26F/LEFT/WAITING_FOR_SEAT_EVENT)
  P67(28E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P192(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P62(25B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P156(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P195(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P219(30F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P22(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P199(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P197(23E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P63(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P55(29E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P1(16A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P18(21B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P206(14A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P115(16C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P16(13E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P86(12A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P178(13B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P188(13F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P47(17F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P81(19D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P23(17B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P118(15A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                P100(18F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P32(16B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1849
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 27|28|29
Critical blocker unavailable yield tiles: 27|28|29
Critical blocker yield-tile occupants: 101|96|158
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1849
Rear-boundary failures: 12
Middle-bank reservation failures: 4
Active-event deferrals: 185
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 3
Trace length: 4
Yield-occupant trace: yieldOccupant[101]: P101(29A/LEFT/MOVING_IN_AISLE@tile27) -> P96(29C/LEFT/MOVING_IN_AISLE@tile28) -> P158(30D/LEFT/MOVING_IN_AISLE@tile29) -> P182(30E/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[96]: P96(29C/LEFT/MOVING_IN_AISLE@tile28) -> P158(30D/LEFT/MOVING_IN_AISLE@tile29) -> P182(30E/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[158]: P158(30D/LEFT/MOVING_IN_AISLE@tile29) -> P182(30E/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P182->30E(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P101{seat=29A,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=96,lastMoveTick=124,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P96{seat=29C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=28,directBlocker=158,lastMoveTick=109,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P158{seat=30D,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=29,directBlocker=182,lastMoveTick=98,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 27|28|29
Current unavailable yield tiles: 27|28|29
Current yield-tile occupants: 101|96|158
Final row-event chain: 107|101|96|158|182
Final row-event chain length: 5
Distinct row events in chain: 5
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1951\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 1854\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 04 | standardDataset=228/228 (100.00%) | pooledClosureCohortDataset=85/228 (37.28%) | seatedDelta=-143 | completionDelta=-62.72% | outsideDelta=+113 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pooledClosureCohortWorse=true | standardFamily=COMPLETE_CABIN | pooledClosureCohortFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 5
Scenario seed: -950817254515938994

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.26%
Blocker-prone seat share (topology component): 73.61%
Aisle-assignment balance: 91.67%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 828
Passengers seated: 216/216
Average waiting ticks: 353.81
Longest waiting passenger: P40->14H(RIGHT)
Longest waiting ticks: 792

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 2
Cluster candidates evaluated: 3
Executable cluster candidates: 3
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 67
Regions dissolved: 4
Repeated reconstructions avoided: 67
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=18
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1404
Maximum occupied tiles: 12
Seat events: 99
Single-blocker events: 26
Multiple-blocker events: 7
Temporary aisle reoccupations: 41

RIGHT AISLE
-----------
Total moves: 1691
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 28
Multiple-blocker events: 10
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 119
Reservations granted: 119
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3955
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4937
Total stationary ticks: 79750
Seat-event requests: 229
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 472
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 472
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 227\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 2\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:08
Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 5
Scenario seed: -950817254515938994

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 34.26%
Blocker-prone seat share (topology component): 73.61%
Aisle-assignment balance: 91.67%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 816
Passengers seated: 216/216
Average waiting ticks: 358.55
Longest waiting passenger: P163->3F(RIGHT)
Longest waiting ticks: 807

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 36
Regions dissolved: 2
Repeated reconstructions avoided: 36
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=23
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1404
Maximum occupied tiles: 16
Seat events: 99
Single-blocker events: 24
Multiple-blocker events: 6
Temporary aisle reoccupations: 37

RIGHT AISLE
-----------
Total moves: 1691
Maximum occupied tiles: 16
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 121
Reservations granted: 120
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6512
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7213
Total stationary ticks: 83173
Seat-event requests: 225
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 366
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 366
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 225\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 05 | standardDataset=216/216 (100.00%) | pooledClosureCohortDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | pooledClosureCohortWorse=false | standardFamily=COMPLETE_CABIN | pooledClosureCohortFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 6
Scenario seed: -3863944957843134683

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.74%
Blocker-prone seat share (topology component): 69.13%
Aisle-assignment balance: 98.26%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 848
Passengers seated: 230/230
Average waiting ticks: 384.94
Longest waiting passenger: P221->22F(RIGHT)
Longest waiting ticks: 801

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1672
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 47

RIGHT AISLE
-----------
Total moves: 1776
Maximum occupied tiles: 13
Seat events: 117
Single-blocker events: 26
Multiple-blocker events: 12
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 78
Reservations granted: 78
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3786
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4710
Total stationary ticks: 91510
Seat-event requests: 234
Failed seat-event starts: 4

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 538
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 4
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 538
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 234\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:08
Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 6
Scenario seed: -3863944957843134683

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 31.74%
Blocker-prone seat share (topology component): 69.13%
Aisle-assignment balance: 98.26%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 833
Passengers seated: 230/230
Average waiting ticks: 386.88
Longest waiting passenger: P95->9H(RIGHT)
Longest waiting ticks: 808

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 7
Selected release potential total: 11
Last cluster decision: RIGHT:tiles22-26:occupied=5:anchor=P30:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 38
Regions dissolved: 1
Repeated reconstructions avoided: 38
Largest region lifetime: 39
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=39
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1672
Maximum occupied tiles: 16
Seat events: 113
Single-blocker events: 33
Multiple-blocker events: 6
Temporary aisle reoccupations: 45

RIGHT AISLE
-----------
Total moves: 1776
Maximum occupied tiles: 16
Seat events: 117
Single-blocker events: 28
Multiple-blocker events: 12
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 80
Reservations granted: 79
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6556
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7406
Total stationary ticks: 94766
Seat-event requests: 241
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 432
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 432
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 240\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 7\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 06 | standardDataset=230/230 (100.00%) | pooledClosureCohortDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | pooledClosureCohortWorse=false | standardFamily=COMPLETE_CABIN | pooledClosureCohortFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 7
Scenario seed: -1769197008477647048

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.49%
Aisle-assignment balance: 95.10%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 758
Passengers seated: 204/204
Average waiting ticks: 328.52
Longest waiting passenger: P107->25H(RIGHT)
Longest waiting ticks: 701

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 4
Regions dissolved: 1
Repeated reconstructions avoided: 4
Largest region lifetime: 5
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1426
Maximum occupied tiles: 11
Seat events: 97
Single-blocker events: 20
Multiple-blocker events: 7
Temporary aisle reoccupations: 36

RIGHT AISLE
-----------
Total moves: 1613
Maximum occupied tiles: 13
Seat events: 107
Single-blocker events: 19
Multiple-blocker events: 11
Temporary aisle reoccupations: 43

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 108
Reservations granted: 107
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4015
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4873
Total stationary ticks: 70472
Seat-event requests: 210
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 388
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 388
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 211\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:08
Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 7
Scenario seed: -1769197008477647048

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.49%
Aisle-assignment balance: 95.10%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 740
Passengers seated: 204/204
Average waiting ticks: 329.65
Longest waiting passenger: P162->7G(RIGHT)
Longest waiting ticks: 722

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1426
Maximum occupied tiles: 15
Seat events: 97
Single-blocker events: 21
Multiple-blocker events: 6
Temporary aisle reoccupations: 35

RIGHT AISLE
-----------
Total moves: 1613
Maximum occupied tiles: 16
Seat events: 107
Single-blocker events: 19
Multiple-blocker events: 11
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 107
Reservations granted: 105
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6211
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6946
Total stationary ticks: 72759
Seat-event requests: 208
Failed seat-event starts: 4

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 400
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 4
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 400
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 210\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 5\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 07 | standardDataset=204/204 (100.00%) | pooledClosureCohortDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pooledClosureCohortWorse=false | standardFamily=COMPLETE_CABIN | pooledClosureCohortFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 8
Scenario seed: -3829176363644388173

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.89%
Blocker-prone seat share (topology component): 67.95%
Aisle-assignment balance: 96.53%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 947
Passengers seated: 259/259
Average waiting ticks: 420.75
Longest waiting passenger: P152->15H(RIGHT)
Longest waiting ticks: 893

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1939
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 2044
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 38
Multiple-blocker events: 12
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 90
Reservations granted: 88
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5079
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6398
Total stationary ticks: 113379
Seat-event requests: 266
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 624
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 624
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 269\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:08
Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 8
Scenario seed: -3829176363644388173

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 30.89%
Blocker-prone seat share (topology component): 67.95%
Aisle-assignment balance: 96.53%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 934
Passengers seated: 259/259
Average waiting ticks: 424.03
Longest waiting passenger: P60->4G(RIGHT)
Longest waiting ticks: 924

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1939
Maximum occupied tiles: 17
Seat events: 125
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 2044
Maximum occupied tiles: 18
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 94
Reservations granted: 91
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8311
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9316
Total stationary ticks: 117299
Seat-event requests: 267
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 489
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 489
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 270\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 08 | standardDataset=259/259 (100.00%) | pooledClosureCohortDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pooledClosureCohortWorse=false | standardFamily=COMPLETE_CABIN | pooledClosureCohortFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 9
Scenario seed: 5648195637826115442

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.17%
Blocker-prone seat share (topology component): 67.83%
Aisle-assignment balance: 96.52%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 843
Passengers seated: 230/230
Average waiting ticks: 377.05
Longest waiting passenger: P180->22H(RIGHT)
Longest waiting ticks: 794

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1726
Maximum occupied tiles: 10
Seat events: 111
Single-blocker events: 27
Multiple-blocker events: 5
Temporary aisle reoccupations: 37

RIGHT AISLE
-----------
Total moves: 1790
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 28
Multiple-blocker events: 8
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 77
Reservations granted: 77
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3997
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4901
Total stationary ticks: 89930
Seat-event requests: 234
Failed seat-event starts: 4

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 530
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 4
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 530
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 234\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:08
Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 9
Scenario seed: 5648195637826115442

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 32.17%
Blocker-prone seat share (topology component): 67.83%
Aisle-assignment balance: 96.52%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 824
Passengers seated: 230/230
Average waiting ticks: 370.24
Longest waiting passenger: P64->6G(RIGHT)
Longest waiting ticks: 806

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 4
Last cluster decision: LEFT:tiles18-20:occupied=3:anchor=P210:selected=P152:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=9
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1726
Maximum occupied tiles: 17
Seat events: 111
Single-blocker events: 26
Multiple-blocker events: 5
Temporary aisle reoccupations: 36

RIGHT AISLE
-----------
Total moves: 1790
Maximum occupied tiles: 17
Seat events: 119
Single-blocker events: 27
Multiple-blocker events: 9
Temporary aisle reoccupations: 45

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 77
Reservations granted: 77
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7335
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8238
Total stationary ticks: 91755
Seat-event requests: 240
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 469
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 469
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 09 | standardDataset=230/230 (100.00%) | pooledClosureCohortDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | pooledClosureCohortWorse=false | standardFamily=COMPLETE_CABIN | pooledClosureCohortFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 10
Scenario seed: 3070735666026412119

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 66.79%
Aisle-assignment balance: 97.08%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2437
Passengers seated: 252/274
Average waiting ticks: 472.81
Longest waiting passenger: P254->29H(RIGHT)
Longest waiting ticks: 2381

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 12
Cluster candidates evaluated: 14
Executable cluster candidates: 1
Rejected cluster candidates: 13
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 15
Selected release potential total: 9
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 3364
Regions dissolved: 0
Repeated reconstructions avoided: 3364
Largest region lifetime: 1717
Maximum simultaneous active regions: 2
Regions active at termination: 2
Last lifecycle event: UPDATE:R2:age=1649:occupied=12
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1601
State changes reopening evaluation: 10
Region priority competitions: 1557
Regions ranked: 3114
Hierarchical selections: 1557
Lower-priority evaluations deferred: 1545
Highest selected priority score: 16532
Left/right priority wins: 57/1500
Priority ties: 0
Last priority decision: LEFT:R1:score=11110 | RIGHT:R2:score=13310 | selected=RIGHT

LEFT AISLE
----------
Total moves: 2065
Maximum occupied tiles: 18
Seat events: 123
Single-blocker events: 39
Multiple-blocker events: 12
Temporary aisle reoccupations: 63

RIGHT AISLE
-----------
Total moves: 2140
Maximum occupied tiles: 18
Seat events: 129
Single-blocker events: 31
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 115
Reservations granted: 115
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 18
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 29238
Longest unresolved passenger ID: 23
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 10
Longest dependency chain: P228(27D/RIGHT) -> P123(28E/RIGHT) -> P167(30G/RIGHT) -> P37(32I/RIGHT) -> P139(31I/RIGHT) -> P12(27I/RIGHT) -> P151(30I/RIGHT) -> P271(30H/RIGHT) -> P185(30E/RIGHT) -> P254(29H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 228
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 18
Total blocked ticks: 41590
Total stationary ticks: 162376
Seat-event requests: 3458
Failed seat-event starts: 3206

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 254
Critical blocker identity: P254->29H(RIGHT)
Direct fan-out: 1
Total indirect descendants: 9
Critical tree size including blocker: 10
Critical tree depth: 10
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 22
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 12
Critical blocker tree:
P254(29H/RIGHT/WAITING_FOR_SEAT_EVENT)
  P185(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P271(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P151(30I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P12(27I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P139(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P37(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P167(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P123(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P228(27D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 3172
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 173
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 3
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 3172
Rear-boundary failures: 34
Middle-bank reservation failures: 0
Active-event deferrals: 914
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[173]: P173(31G/RIGHT/MOVING_IN_AISLE@tile30) -> P207(31D/RIGHT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P207->31D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P173{seat=31G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=207,lastMoveTick=769,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 30
Current unavailable yield tiles: 30
Current yield-tile occupants: 173
Final row-event chain: 254|173|207
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3457\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 3175\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:08
Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 10
Scenario seed: 3070735666026412119

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 66.79%
Aisle-assignment balance: 97.08%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2124
Passengers seated: 128/274
Average waiting ticks: 985.74
Longest waiting passenger: P2->1H(RIGHT)
Longest waiting ticks: 2124

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 34
Cluster candidates evaluated: 34
Executable cluster candidates: 0
Rejected cluster candidates: 34
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 31
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 3768
Regions dissolved: 0
Repeated reconstructions avoided: 3768
Largest region lifetime: 1892
Maximum simultaneous active regions: 2
Regions active at termination: 2
Last lifecycle event: UPDATE:R2:age=1878:occupied=31
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1788
State changes reopening evaluation: 32
Region priority competitions: 1634
Regions ranked: 3268
Hierarchical selections: 1634
Lower-priority evaluations deferred: 1589
Highest selected priority score: 34210
Left/right priority wins: 13/1621
Priority ties: 0
Last priority decision: LEFT:R1:score=12210 | RIGHT:R2:score=34210 | selected=RIGHT

LEFT AISLE
----------
Total moves: 1878
Maximum occupied tiles: 23
Seat events: 81
Single-blocker events: 25
Multiple-blocker events: 8
Temporary aisle reoccupations: 41

RIGHT AISLE
-----------
Total moves: 1521
Maximum occupied tiles: 31
Seat events: 47
Single-blocker events: 14
Multiple-blocker events: 2
Temporary aisle reoccupations: 18

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 57
Reservations granted: 55
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 104
Remaining moving in aisle: 37
Remaining waiting at row: 5
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 66793
Longest unresolved passenger ID: 2
Longest unresolved row: 1
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 29
Longest dependency chain: P52(20G/RIGHT) -> P29(21E/RIGHT) -> P35(13I/RIGHT) -> P94(17G/RIGHT) -> P160(18F/RIGHT) -> P195(20I/RIGHT) -> P166(21G/RIGHT) -> P233(18I/RIGHT) -> P239(15H/RIGHT) -> P210(19G/RIGHT) -> P136(21H/RIGHT) -> P243(17D/RIGHT) -> P28(15I/RIGHT) -> P186(18H/RIGHT) -> P238(19I/RIGHT) -> P3(22H/RIGHT) -> P272(18G/RIGHT) -> P17(22D/RIGHT) -> P244(20E/RIGHT) -> P228(27D/RIGHT) -> P123(28E/RIGHT) -> P167(30G/RIGHT) -> P37(32I/RIGHT) -> P139(31I/RIGHT) -> P12(27I/RIGHT) -> P151(30I/RIGHT) -> P271(30H/RIGHT) -> P185(30E/RIGHT) -> P254(29H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 52
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 37
Total blocked ticks: 81917
Total stationary ticks: 342046
Seat-event requests: 3562
Failed seat-event starts: 3434

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 254
Critical blocker identity: P254->29H(RIGHT)
Direct fan-out: 1
Total indirect descendants: 28
Critical tree size including blocker: 29
Critical tree depth: 29
Frozen internal components: 5
Terminal WAITING_FOR_SEAT_EVENT nodes: 5
Unresolved internal passengers: 42
Unresolved outside passengers: 104
Unresolved internal passengers outside critical tree: 13
Critical blocker tree:
P254(29H/RIGHT/WAITING_FOR_SEAT_EVENT)
  P185(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P271(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P151(30I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P12(27I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P139(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P37(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P167(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P123(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P228(27D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P244(20E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P17(22D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P272(18G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P3(22H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P238(19I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P186(18H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P28(15I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P243(17D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P136(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P210(19G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P239(15H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P233(18I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P166(21G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P195(20I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P160(18F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P94(17G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P35(13I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P29(21E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P52(20G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 3420
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 173
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 4
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 3420
Rear-boundary failures: 14
Middle-bank reservation failures: 2
Active-event deferrals: 783
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[173]: P173(31G/RIGHT/MOVING_IN_AISLE@tile30) -> P207(31D/RIGHT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P207->31D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P173{seat=31G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=207,lastMoveTick=236,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 30
Current unavailable yield tiles: 30
Current yield-tile occupants: 173
Final row-event chain: 254|173|207
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 5
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3564\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 3422\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 10 | standardDataset=252/274 (91.97%) | pooledClosureCohortDataset=128/274 (46.72%) | seatedDelta=-124 | completionDelta=-45.26% | outsideDelta=+104 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pooledClosureCohortWorse=true | standardFamily=MOVING_PASSENGER_YIELD_CHAIN | pooledClosureCohortFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 11
Scenario seed: -3690447663707942308

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.25%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 97.92%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 688
Passengers seated: 192/192
Average waiting ticks: 307.84
Longest waiting passenger: P109->14B(LEFT)
Longest waiting ticks: 645

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 4
Largest detected cluster: 8
Selected release potential total: 11
Last cluster decision: RIGHT:tiles18-22:occupied=4:anchor=P39:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 51
Regions dissolved: 2
Repeated reconstructions avoided: 51
Largest region lifetime: 36
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=17
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1385
Maximum occupied tiles: 10
Seat events: 98
Single-blocker events: 16
Multiple-blocker events: 10
Temporary aisle reoccupations: 38

RIGHT AISLE
-----------
Total moves: 1429
Maximum occupied tiles: 12
Seat events: 94
Single-blocker events: 25
Multiple-blocker events: 5
Temporary aisle reoccupations: 36

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 111
Reservations granted: 110
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3447
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4399
Total stationary ticks: 62019
Seat-event requests: 203
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 476
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 476
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 202\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 5\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:08
Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 11
Scenario seed: -3690447663707942308

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 31.25%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 97.92%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 685
Passengers seated: 192/192
Average waiting ticks: 305.46
Longest waiting passenger: P42->11F(LEFT)
Longest waiting ticks: 662

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 2
Cluster candidates evaluated: 6
Executable cluster candidates: 4
Rejected cluster candidates: 2
Cluster selections: 4
Cluster-selected events started: 4
Largest detected cluster: 7
Selected release potential total: 18
Last cluster decision: RIGHT:tiles11-17:occupied=6:anchor=P139:selected=P91:directReleases=1:releasePotential=4

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 120
Regions dissolved: 4
Repeated reconstructions avoided: 120
Largest region lifetime: 50
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=50
Confirmation deferral ticks: 8
Regions reaching confirmation: 3
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1385
Maximum occupied tiles: 15
Seat events: 98
Single-blocker events: 20
Multiple-blocker events: 8
Temporary aisle reoccupations: 38

RIGHT AISLE
-----------
Total moves: 1429
Maximum occupied tiles: 15
Seat events: 94
Single-blocker events: 21
Multiple-blocker events: 7
Temporary aisle reoccupations: 36

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 118
Reservations granted: 117
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5773
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6650
Total stationary ticks: 63834
Seat-event requests: 210
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 448
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 448
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 207\nPrecedence substitutions made: 6\nDependency chains followed: 10\nBlocked by waiting-row occupant: 10\nSubstituted events started: 11\nOccupied-space rejections: 43\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 11 | standardDataset=192/192 (100.00%) | pooledClosureCohortDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=4 | clusterStarts=4 | convertedToSuccess=false | pooledClosureCohortWorse=false | standardFamily=COMPLETE_CABIN | pooledClosureCohortFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 12
Scenario seed: 1047207184824207458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.61%
Blocker-prone seat share (topology component): 66.53%
Aisle-assignment balance: 94.69%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 916
Passengers seated: 245/245
Average waiting ticks: 400.43
Longest waiting passenger: P59->22I(RIGHT)
Longest waiting ticks: 867

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:tiles16-18:occupied=3:anchor=P193:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 15
Regions dissolved: 1
Repeated reconstructions avoided: 15
Largest region lifetime: 16
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=16
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1845
Maximum occupied tiles: 12
Seat events: 116
Single-blocker events: 38
Multiple-blocker events: 9
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 2044
Maximum occupied tiles: 12
Seat events: 129
Single-blocker events: 35
Multiple-blocker events: 8
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 91
Reservations granted: 90
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4996
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6164
Total stationary ticks: 102379
Seat-event requests: 256
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 587
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 587
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 256\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:08
Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 12
Scenario seed: 1047207184824207458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 30.61%
Blocker-prone seat share (topology component): 66.53%
Aisle-assignment balance: 94.69%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2403
Passengers seated: 242/245
Average waiting ticks: 412.60
Longest waiting passenger: P145->30A(LEFT)
Longest waiting ticks: 2308

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 1
Rejected cluster candidates: 1
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 8
Selected release potential total: 7
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 2208
Regions dissolved: 1
Repeated reconstructions avoided: 2208
Largest region lifetime: 2141
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2141:occupied=3
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1734
State changes reopening evaluation: 0
Region priority competitions: 6
Regions ranked: 12
Hierarchical selections: 6
Lower-priority evaluations deferred: 2
Highest selected priority score: 7714
Left/right priority wins: 3/3
Priority ties: 0
Last priority decision: LEFT:R1:score=3335 | RIGHT:R2:score=3310 | selected=LEFT

LEFT AISLE
----------
Total moves: 1844
Maximum occupied tiles: 17
Seat events: 113
Single-blocker events: 32
Multiple-blocker events: 9
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 2044
Maximum occupied tiles: 18
Seat events: 129
Single-blocker events: 39
Multiple-blocker events: 8
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 88
Reservations denied/waited: 9
Simultaneous opposite-aisle conflicts: 2

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8206
Longest unresolved passenger ID: 223
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P223(32C/LEFT) -> P94(32A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 223
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 15721
Total stationary ticks: 110826
Seat-event requests: 1991
Failed seat-event starts: 1749

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 94
Critical blocker identity: P94->32A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P94(32A/LEFT/WAITING_FOR_SEAT_EVENT)
  P223(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1747
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 1
Critical blocker required yield tiles: 33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1747
Rear-boundary failures: 2
Middle-bank reservation failures: 9
Active-event deferrals: 1061
Simultaneous arbitration losses: 2

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2001\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 1750\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 12 | standardDataset=245/245 (100.00%) | pooledClosureCohortDataset=242/245 (98.78%) | seatedDelta=-3 | completionDelta=-1.22% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | pooledClosureCohortWorse=true | standardFamily=COMPLETE_CABIN | pooledClosureCohortFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 13
Scenario seed: -5917045873265636586

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 75.88%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 835
Passengers seated: 228/228
Average waiting ticks: 380.17
Longest waiting passenger: P26->3H(RIGHT)
Longest waiting ticks: 785

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 59
Regions dissolved: 2
Repeated reconstructions avoided: 59
Largest region lifetime: 38
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=38
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 114
Single-blocker events: 27
Multiple-blocker events: 10
Temporary aisle reoccupations: 52

RIGHT AISLE
-----------
Total moves: 1639
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 36
Multiple-blocker events: 10
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 122
Reservations granted: 122
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4049
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5028
Total stationary ticks: 89943
Seat-event requests: 240
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 526
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 526
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 240\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:08
Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 13
Scenario seed: -5917045873265636586

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 75.88%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2302
Passengers seated: 222/228
Average waiting ticks: 383.61
Longest waiting passenger: P43->28E(LEFT)
Longest waiting ticks: 2214

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 4
Cluster candidates evaluated: 4
Executable cluster candidates: 0
Rejected cluster candidates: 4
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 6
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2087
Regions dissolved: 0
Repeated reconstructions avoided: 2087
Largest region lifetime: 2088
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2088:occupied=6
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1671
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1668
Maximum occupied tiles: 18
Seat events: 108
Single-blocker events: 24
Multiple-blocker events: 8
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1639
Maximum occupied tiles: 15
Seat events: 114
Single-blocker events: 34
Multiple-blocker events: 13
Temporary aisle reoccupations: 65

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1794
Reservations granted: 1793
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 8593
Longest unresolved passenger ID: 13
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P63(28B/LEFT) -> P51(27C/LEFT) -> P210(29A/LEFT) -> P13(28A/LEFT) -> P43(28E/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 63
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 19671
Total stationary ticks: 101316
Seat-event requests: 1906
Failed seat-event starts: 1684

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 43
Critical blocker identity: P43->28E(LEFT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P43(28E/LEFT/WAITING_FOR_SEAT_EVENT)
  P13(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P210(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P51(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P63(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1684
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1684
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 1113
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[117]: P117(30A/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P117->30A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=30A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=210,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 43|117
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1907\nPrecedence substitutions made: 6\nDependency chains followed: 1684\nBlocked by waiting-row occupant: 1684\nSubstituted events started: 8\nOccupied-space rejections: 1688\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 13 | standardDataset=228/228 (100.00%) | pooledClosureCohortDataset=222/228 (97.37%) | seatedDelta=-6 | completionDelta=-2.63% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pooledClosureCohortWorse=true | standardFamily=COMPLETE_CABIN | pooledClosureCohortFamily=LINKED_ROW_EVENT_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 14
Scenario seed: -2850590035888765441

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1019
Passengers seated: 282/282
Average waiting ticks: 461.49
Longest waiting passenger: P16->32I(RIGHT)
Longest waiting ticks: 955

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2049
Maximum occupied tiles: 14
Seat events: 139
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2321
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 43
Multiple-blocker events: 15
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 98
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5934
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7171
Total stationary ticks: 135181
Seat-event requests: 293
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 603
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 603
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:08
Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 14
Scenario seed: -2850590035888765441

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 468.49
Longest waiting passenger: P13->1E(LEFT)
Longest waiting ticks: 989

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2049
Maximum occupied tiles: 17
Seat events: 139
Single-blocker events: 44
Multiple-blocker events: 15
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 2321
Maximum occupied tiles: 18
Seat events: 143
Single-blocker events: 43
Multiple-blocker events: 16
Temporary aisle reoccupations: 75

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 99
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 9116
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 10073
Total stationary ticks: 140218
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 477
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 477
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 288\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 14 | standardDataset=282/282 (100.00%) | pooledClosureCohortDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pooledClosureCohortWorse=false | standardFamily=COMPLETE_CABIN | pooledClosureCohortFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 15
Scenario seed: -1183103217908334057

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.73%
Blocker-prone seat share (topology component): 74.48%
Aisle-assignment balance: 95.83%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 717
Passengers seated: 192/192
Average waiting ticks: 314.97
Longest waiting passenger: P117->7G(RIGHT)
Longest waiting ticks: 665

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1303
Maximum occupied tiles: 10
Seat events: 92
Single-blocker events: 23
Multiple-blocker events: 6
Temporary aisle reoccupations: 36

RIGHT AISLE
-----------
Total moves: 1425
Maximum occupied tiles: 11
Seat events: 100
Single-blocker events: 23
Multiple-blocker events: 7
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 97
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3297
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 3874
Total stationary ticks: 63079
Seat-event requests: 200
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 300
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 300
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 205\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:08
Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 15
Scenario seed: -1183103217908334057

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 30.73%
Blocker-prone seat share (topology component): 74.48%
Aisle-assignment balance: 95.83%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 702
Passengers seated: 192/192
Average waiting ticks: 312.77
Longest waiting passenger: P117->7G(RIGHT)
Longest waiting ticks: 679

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:tiles12-16:occupied=4:anchor=P104:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 27
Regions dissolved: 2
Repeated reconstructions avoided: 27
Largest region lifetime: 21
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=21
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1303
Maximum occupied tiles: 16
Seat events: 92
Single-blocker events: 22
Multiple-blocker events: 5
Temporary aisle reoccupations: 33

RIGHT AISLE
-----------
Total moves: 1425
Maximum occupied tiles: 15
Seat events: 100
Single-blocker events: 22
Multiple-blocker events: 9
Temporary aisle reoccupations: 42

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 110
Reservations granted: 100
Reservations denied/waited: 10
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5504
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6364
Total stationary ticks: 64899
Seat-event requests: 202
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 496
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 10
Active-event deferrals: 496
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 211\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 9\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 15 | standardDataset=192/192 (100.00%) | pooledClosureCohortDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | pooledClosureCohortWorse=false | standardFamily=COMPLETE_CABIN | pooledClosureCohortFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 16
Scenario seed: -464776125411491105

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.04%
Blocker-prone seat share (topology component): 65.65%
Aisle-assignment balance: 99.13%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 821
Passengers seated: 230/230
Average waiting ticks: 374.70
Longest waiting passenger: P177->9I(RIGHT)
Longest waiting ticks: 774

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 3
Executable cluster candidates: 3
Rejected cluster candidates: 0
Cluster selections: 3
Cluster-selected events started: 4
Largest detected cluster: 4
Selected release potential total: 7
Last cluster decision: RIGHT:tiles27-29:occupied=3:anchor=P42:selected=P79:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 43
Regions dissolved: 3
Repeated reconstructions avoided: 43
Largest region lifetime: 21
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=16
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1675
Maximum occupied tiles: 12
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 5
Temporary aisle reoccupations: 36

RIGHT AISLE
-----------
Total moves: 1820
Maximum occupied tiles: 12
Seat events: 116
Single-blocker events: 34
Multiple-blocker events: 8
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 86
Reservations granted: 81
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4464
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5748
Total stationary ticks: 90167
Seat-event requests: 244
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 554
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 554
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 246\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 5\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:08
Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 16
Scenario seed: -464776125411491105

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 33.04%
Blocker-prone seat share (topology component): 65.65%
Aisle-assignment balance: 99.13%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 817
Passengers seated: 230/230
Average waiting ticks: 381.10
Longest waiting passenger: P177->9I(RIGHT)
Longest waiting ticks: 792

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 6
Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P199:selected=P86:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 43
Regions dissolved: 2
Repeated reconstructions avoided: 43
Largest region lifetime: 25
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=20
Confirmation deferral ticks: 2
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1675
Maximum occupied tiles: 15
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 5
Temporary aisle reoccupations: 36

RIGHT AISLE
-----------
Total moves: 1820
Maximum occupied tiles: 15
Seat events: 116
Single-blocker events: 34
Multiple-blocker events: 8
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 81
Reservations granted: 81
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6843
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7756
Total stationary ticks: 93704
Seat-event requests: 238
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 524
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 524
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 236\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 16 | standardDataset=230/230 (100.00%) | pooledClosureCohortDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | pooledClosureCohortWorse=false | standardFamily=COMPLETE_CABIN | pooledClosureCohortFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 17
Scenario seed: -2270056320543726082

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.02%
Blocker-prone seat share (topology component): 75.44%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 809
Passengers seated: 228/228
Average waiting ticks: 372.25
Longest waiting passenger: P86->18G(RIGHT)
Longest waiting ticks: 780

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1711
Maximum occupied tiles: 12
Seat events: 114
Single-blocker events: 31
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1615
Maximum occupied tiles: 11
Seat events: 114
Single-blocker events: 31
Multiple-blocker events: 7
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 117
Reservations granted: 117
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4167
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5321
Total stationary ticks: 88360
Seat-event requests: 235
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 613
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 613
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 235\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:09
Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 17
Scenario seed: -2270056320543726082

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 32.02%
Blocker-prone seat share (topology component): 75.44%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 830
Passengers seated: 228/228
Average waiting ticks: 384.51
Longest waiting passenger: P23->2G(RIGHT)
Longest waiting ticks: 823

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1711
Maximum occupied tiles: 17
Seat events: 114
Single-blocker events: 30
Multiple-blocker events: 11
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1615
Maximum occupied tiles: 15
Seat events: 114
Single-blocker events: 32
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 115
Reservations granted: 113
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6697
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7438
Total stationary ticks: 93535
Seat-event requests: 230
Failed seat-event starts: 2

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 394
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 2
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 394
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 232\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 2\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 17 | standardDataset=228/228 (100.00%) | pooledClosureCohortDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pooledClosureCohortWorse=false | standardFamily=COMPLETE_CABIN | pooledClosureCohortFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 18
Scenario seed: -5198283442527556764

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.26%
Blocker-prone seat share (topology component): 75.46%
Aisle-assignment balance: 95.37%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 793
Passengers seated: 216/216
Average waiting ticks: 349.13
Longest waiting passenger: P200->6H(RIGHT)
Longest waiting ticks: 740

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P194:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1456
Maximum occupied tiles: 11
Seat events: 103
Single-blocker events: 20
Multiple-blocker events: 8
Temporary aisle reoccupations: 40

RIGHT AISLE
-----------
Total moves: 1633
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 123
Reservations granted: 117
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4069
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5193
Total stationary ticks: 78910
Seat-event requests: 226
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 527
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 527
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 232\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:09
Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 18
Scenario seed: -5198283442527556764

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 34.26%
Blocker-prone seat share (topology component): 75.46%
Aisle-assignment balance: 95.37%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 1957
Passengers seated: 118/216
Average waiting ticks: 883.65
Longest waiting passenger: P2->8D(LEFT)
Longest waiting ticks: 1957

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 12
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 13
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1547
Regions dissolved: 0
Repeated reconstructions avoided: 1547
Largest region lifetime: 1548
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1548:occupied=13
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1534
State changes reopening evaluation: 11
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1264
Maximum occupied tiles: 15
Seat events: 63
Single-blocker events: 12
Multiple-blocker events: 4
Temporary aisle reoccupations: 23

RIGHT AISLE
-----------
Total moves: 1274
Maximum occupied tiles: 16
Seat events: 55
Single-blocker events: 13
Multiple-blocker events: 6
Temporary aisle reoccupations: 25

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1616
Reservations granted: 1612
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 83
Remaining moving in aisle: 13
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 20283
Longest unresolved passenger ID: 2
Longest unresolved row: 8
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 13
Longest dependency chain: P145(21C/RIGHT) -> P105(14E/RIGHT) -> P47(19F/RIGHT) -> P123(18H/RIGHT) -> P27(17G/RIGHT) -> P179(14G/RIGHT) -> P15(17E/RIGHT) -> P160(12G/RIGHT) -> P53(12H/RIGHT) -> P181(15H/RIGHT) -> P183(16H/RIGHT) -> P37(18F/RIGHT) -> P71(13C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 145
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 13
Total blocked ticks: 28906
Total stationary ticks: 215842
Seat-event requests: 1670
Failed seat-event starts: 1552

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->13C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 12
Critical tree size including blocker: 13
Critical tree depth: 13
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 15
Unresolved outside passengers: 83
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P71(13C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P37(18F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P183(16H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P181(15H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P53(12H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P160(12G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P15(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P179(14G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P27(17G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P123(18H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P47(19F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P105(14E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P145(21C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1552
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 14|15|16
Critical blocker unavailable yield tiles: 16
Critical blocker yield-tile occupants: 7
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1552
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 226
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[7]: P7(19G/RIGHT/MOVING_IN_AISLE@tile16) -> P61(17F/RIGHT/WAITING_AT_ROW@tile17) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P61->17F(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P7{seat=19G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=16,directBlocker=61,lastMoveTick=408,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 14|15|16
Current unavailable yield tiles: 16
Current yield-tile occupants: 7
Final row-event chain: 71|7|61
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1674\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 1553\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 18 | standardDataset=216/216 (100.00%) | pooledClosureCohortDataset=118/216 (54.63%) | seatedDelta=-98 | completionDelta=-45.37% | outsideDelta=+83 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pooledClosureCohortWorse=true | standardFamily=COMPLETE_CABIN | pooledClosureCohortFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 19
Scenario seed: 3121583300715278605

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 29.01%
Blocker-prone seat share (topology component): 62.04%
Aisle-assignment balance: 98.77%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1153
Passengers seated: 324/324
Average waiting ticks: 532.96
Longest waiting passenger: P113->20E(LEFT)
Longest waiting ticks: 1111

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2729
Maximum occupied tiles: 16
Seat events: 164
Single-blocker events: 40
Multiple-blocker events: 21
Temporary aisle reoccupations: 85

RIGHT AISLE
-----------
Total moves: 2919
Maximum occupied tiles: 14
Seat events: 160
Single-blocker events: 45
Multiple-blocker events: 15
Temporary aisle reoccupations: 77

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 136
Reservations granted: 136
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7158
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8840
Total stationary ticks: 178947
Seat-event requests: 339
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 792
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 792
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 339\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:09
Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 19
Scenario seed: 3121583300715278605

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 29.01%
Blocker-prone seat share (topology component): 62.04%
Aisle-assignment balance: 98.77%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2660
Passengers seated: 322/324
Average waiting ticks: 537.44
Longest waiting passenger: P27->35E(RIGHT)
Longest waiting ticks: 2541

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2729
Maximum occupied tiles: 18
Seat events: 164
Single-blocker events: 38
Multiple-blocker events: 21
Temporary aisle reoccupations: 82

RIGHT AISLE
-----------
Total moves: 2917
Maximum occupied tiles: 20
Seat events: 158
Single-blocker events: 46
Multiple-blocker events: 15
Temporary aisle reoccupations: 78

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1875
Reservations granted: 1875
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 11479
Longest unresolved passenger ID: 209
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P209(36G/RIGHT) -> P27(35E/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 209
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 17393
Total stationary ticks: 186886
Seat-event requests: 2078
Failed seat-event starts: 1756

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 27
Critical blocker identity: P27->35E(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P27(35E/RIGHT/WAITING_FOR_SEAT_EVENT)
  P209(36G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1742
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 36|37
Critical blocker unavailable yield tiles: 37
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 14
Rear-boundary failures: 1742
Middle-bank reservation failures: 0
Active-event deferrals: 1060
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 36|37
Current unavailable yield tiles: 37
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2078\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 19 | standardDataset=324/324 (100.00%) | pooledClosureCohortDataset=322/324 (99.38%) | seatedDelta=-2 | completionDelta=-0.62% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pooledClosureCohortWorse=true | standardFamily=COMPLETE_CABIN | pooledClosureCohortFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 20
Scenario seed: -8285087501610671069

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 26.80%
Blocker-prone seat share (topology component): 60.13%
Aisle-assignment balance: 96.08%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1127
Passengers seated: 306/306
Average waiting ticks: 503.37
Longest waiting passenger: P25->32E(RIGHT)
Longest waiting ticks: 1028

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 7
Selected release potential total: 12
Last cluster decision: RIGHT:tiles21-26:occupied=6:anchor=P3:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 85
Regions dissolved: 3
Repeated reconstructions avoided: 85
Largest region lifetime: 45
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=45
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2492
Maximum occupied tiles: 13
Seat events: 147
Single-blocker events: 43
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2771
Maximum occupied tiles: 15
Seat events: 159
Single-blocker events: 42
Multiple-blocker events: 18
Temporary aisle reoccupations: 79

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 128
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6430
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7869
Total stationary ticks: 159553
Seat-event requests: 324
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 696
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 696
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 322\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 9\nOccupied-space rejections: 25\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:09
Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 20
Scenario seed: -8285087501610671069

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 26.80%
Blocker-prone seat share (topology component): 60.13%
Aisle-assignment balance: 96.08%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1107
Passengers seated: 306/306
Average waiting ticks: 499.82
Longest waiting passenger: P108->4J(RIGHT)
Longest waiting ticks: 1080

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2492
Maximum occupied tiles: 20
Seat events: 147
Single-blocker events: 40
Multiple-blocker events: 11
Temporary aisle reoccupations: 63

RIGHT AISLE
-----------
Total moves: 2771
Maximum occupied tiles: 19
Seat events: 159
Single-blocker events: 46
Multiple-blocker events: 18
Temporary aisle reoccupations: 84

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 121
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 10999
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 12066
Total stationary ticks: 162863
Seat-event requests: 312
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 535
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 535
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 316\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 9\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 20 | standardDataset=306/306 (100.00%) | pooledClosureCohortDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pooledClosureCohortWorse=false | standardFamily=COMPLETE_CABIN | pooledClosureCohortFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 21
Scenario seed: 3380419303108634854

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.85%
Blocker-prone seat share (topology component): 74.48%
Aisle-assignment balance: 94.79%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2160
Passengers seated: 182/192
Average waiting ticks: 324.08
Longest waiting passenger: P77->27C(RIGHT)
Longest waiting ticks: 2118

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 9
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 9
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1594
Regions dissolved: 1
Repeated reconstructions avoided: 1594
Largest region lifetime: 1578
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1578:occupied=9
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1522
State changes reopening evaluation: 8
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1301
Maximum occupied tiles: 10
Seat events: 91
Single-blocker events: 20
Multiple-blocker events: 6
Temporary aisle reoccupations: 33

RIGHT AISLE
-----------
Total moves: 1455
Maximum occupied tiles: 14
Seat events: 91
Single-blocker events: 18
Multiple-blocker events: 7
Temporary aisle reoccupations: 35

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1678
Reservations granted: 1678
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 8
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 12808
Longest unresolved passenger ID: 77
Longest unresolved row: 27
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 9
Longest dependency chain: P80(23F/RIGHT) -> P101(30G/RIGHT) -> P10(25H/RIGHT) -> P140(25E/RIGHT) -> P39(28H/RIGHT) -> P61(29G/RIGHT) -> P71(26G/RIGHT) -> P146(29C/RIGHT) -> P77(27C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 80
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 8
Total blocked ticks: 19915
Total stationary ticks: 77305
Seat-event requests: 1767
Failed seat-event starts: 1585

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 77
Critical blocker identity: P77->27C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 8
Critical tree size including blocker: 9
Critical tree depth: 9
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 10
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P77(27C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P146(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P71(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P61(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P39(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P140(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P10(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P101(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P80(23F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1585
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 28|29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 186
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1585
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 673
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[186]: P186(30E/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P186->30E(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P186{seat=30E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=410,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 28|29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 186
Final row-event chain: 77|186
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1767\nPrecedence substitutions made: 1\nDependency chains followed: 1581\nBlocked by waiting-row occupant: 1581\nSubstituted events started: 2\nOccupied-space rejections: 1586\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:09
Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 21
Scenario seed: 3380419303108634854

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 33.85%
Blocker-prone seat share (topology component): 74.48%
Aisle-assignment balance: 94.79%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 1909
Passengers seated: 80/192
Average waiting ticks: 937.64
Longest waiting passenger: P0->4A(LEFT)
Longest waiting ticks: 1909

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 26
Cluster candidates evaluated: 19
Executable cluster candidates: 0
Rejected cluster candidates: 19
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 27
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1740
Regions dissolved: 0
Repeated reconstructions avoided: 1740
Largest region lifetime: 1741
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1741:occupied=27
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1692
State changes reopening evaluation: 25
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1126
Maximum occupied tiles: 16
Seat events: 56
Single-blocker events: 13
Multiple-blocker events: 3
Temporary aisle reoccupations: 19

RIGHT AISLE
-----------
Total moves: 933
Maximum occupied tiles: 28
Seat events: 24
Single-blocker events: 3
Multiple-blocker events: 0
Temporary aisle reoccupations: 3

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 61
Reservations granted: 59
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 84
Remaining moving in aisle: 25
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 42849
Longest unresolved passenger ID: 0
Longest unresolved row: 4
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 18
Longest dependency chain: P58(20H/RIGHT) -> P113(17H/RIGHT) -> P106(19E/RIGHT) -> P16(18E/RIGHT) -> P1(13G/RIGHT) -> P109(17D/RIGHT) -> P14(21C/RIGHT) -> P171(21G/RIGHT) -> P70(20D/RIGHT) -> P47(20E/RIGHT) -> P189(13F/RIGHT) -> P160(15C/RIGHT) -> P179(15E/RIGHT) -> P161(19H/RIGHT) -> P89(21H/RIGHT) -> P112(20G/RIGHT) -> P126(19D/RIGHT) -> P125(18H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 58
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 25
Total blocked ticks: 51890
Total stationary ticks: 226204
Seat-event requests: 1806
Failed seat-event starts: 1726

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 125
Critical blocker identity: P125->18H(RIGHT)
Direct fan-out: 1
Total indirect descendants: 17
Critical tree size including blocker: 18
Critical tree depth: 18
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 28
Unresolved outside passengers: 84
Unresolved internal passengers outside critical tree: 10
Critical blocker tree:
P125(18H/RIGHT/WAITING_FOR_SEAT_EVENT)
  P126(19D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P112(20G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P89(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P161(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P179(15E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P160(15C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P189(13F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P47(20E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P70(20D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P171(21G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P14(21C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P109(17D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P1(13G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P16(18E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P106(19E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P113(17H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P58(20H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1726
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 19
Critical blocker unavailable yield tiles: 19
Critical blocker yield-tile occupants: 80
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1726
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 162
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 9
Yield-occupant trace: yieldOccupant[80]: P80(23F/RIGHT/MOVING_IN_AISLE@tile19) -> P101(30G/RIGHT/MOVING_IN_AISLE@tile20) -> P10(25H/RIGHT/MOVING_IN_AISLE@tile21) -> P140(25E/RIGHT/MOVING_IN_AISLE@tile22) -> P39(28H/RIGHT/MOVING_IN_AISLE@tile23) -> P61(29G/RIGHT/MOVING_IN_AISLE@tile24) -> P71(26G/RIGHT/MOVING_IN_AISLE@tile25) -> P146(29C/RIGHT/MOVING_IN_AISLE@tile26) -> P77(27C/RIGHT/WAITING_AT_ROW@tile27) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P77->27C(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P80{seat=23F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=19,directBlocker=101,lastMoveTick=177,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 19
Current unavailable yield tiles: 19
Current yield-tile occupants: 80
Final row-event chain: 125|80|101|10|140|39|61|71|146|77
Final row-event chain length: 10
Distinct row events in chain: 10
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1808\nPrecedence substitutions made: 0\nDependency chains followed: 16\nBlocked by waiting-row occupant: 16\nSubstituted events started: 1\nOccupied-space rejections: 1745\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 21 | standardDataset=182/192 (94.79%) | pooledClosureCohortDataset=80/192 (41.67%) | seatedDelta=-102 | completionDelta=-53.13% | outsideDelta=+84 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pooledClosureCohortWorse=true | standardFamily=LINKED_ROW_EVENT_CHAIN | pooledClosureCohortFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 22
Scenario seed: -6889797304588676160

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 25.82%
Blocker-prone seat share (topology component): 59.48%
Aisle-assignment balance: 99.35%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1128
Passengers seated: 306/306
Average waiting ticks: 521.13
Longest waiting passenger: P130->35J(RIGHT)
Longest waiting ticks: 1066

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2658
Maximum occupied tiles: 12
Seat events: 152
Single-blocker events: 46
Multiple-blocker events: 9
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 2661
Maximum occupied tiles: 12
Seat events: 154
Single-blocker events: 46
Multiple-blocker events: 26
Temporary aisle reoccupations: 98

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 126
Reservations granted: 126
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6295
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7566
Total stationary ticks: 164722
Seat-event requests: 314
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 650
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 650
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 314\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:09
Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 22
Scenario seed: -6889797304588676160

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 25.82%
Blocker-prone seat share (topology component): 59.48%
Aisle-assignment balance: 99.35%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2196
Passengers seated: 132/306
Average waiting ticks: 1160.33
Longest waiting passenger: P6->8G(RIGHT)
Longest waiting ticks: 2196

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 42
Cluster candidates evaluated: 85
Executable cluster candidates: 1
Rejected cluster candidates: 84
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 34
Selected release potential total: 4
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1979
Regions dissolved: 1
Repeated reconstructions avoided: 1979
Largest region lifetime: 1950
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1950:occupied=34
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1866
State changes reopening evaluation: 41
Region priority competitions: 6
Regions ranked: 12
Hierarchical selections: 6
Lower-priority evaluations deferred: 2
Highest selected priority score: 32004
Left/right priority wins: 0/6
Priority ties: 0
Last priority decision: LEFT:R2:score=2210 | RIGHT:R1:score=32004 | selected=RIGHT

LEFT AISLE
----------
Total moves: 2338
Maximum occupied tiles: 19
Seat events: 95
Single-blocker events: 24
Multiple-blocker events: 6
Temporary aisle reoccupations: 36

RIGHT AISLE
-----------
Total moves: 1553
Maximum occupied tiles: 34
Seat events: 37
Single-blocker events: 9
Multiple-blocker events: 2
Temporary aisle reoccupations: 13

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1967
Reservations granted: 1967
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 140
Remaining moving in aisle: 31
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 57915
Longest unresolved passenger ID: 6
Longest unresolved row: 8
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 32
Longest dependency chain: P175(19G/RIGHT) -> P149(23G/RIGHT) -> P104(22D/RIGHT) -> P35(14E/RIGHT) -> P165(21D/RIGHT) -> P216(24E/RIGHT) -> P48(14I/RIGHT) -> P83(20F/RIGHT) -> P262(18H/RIGHT) -> P191(17D/RIGHT) -> P47(21G/RIGHT) -> P45(25J/RIGHT) -> P271(20J/RIGHT) -> P131(17E/RIGHT) -> P140(22F/RIGHT) -> P63(18G/RIGHT) -> P17(20E/RIGHT) -> P300(25I/RIGHT) -> P169(23H/RIGHT) -> P202(24F/RIGHT) -> P137(22H/RIGHT) -> P130(35J/RIGHT) -> P30(35H/RIGHT) -> P38(26F/RIGHT) -> P145(36E/RIGHT) -> P172(28J/RIGHT) -> P133(32H/RIGHT) -> P275(31E/RIGHT) -> P249(34J/RIGHT) -> P228(36H/RIGHT) -> P156(32E/RIGHT) -> P182(32D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 175
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 31
Total blocked ticks: 71171
Total stationary ticks: 419391
Seat-event requests: 2061
Failed seat-event starts: 1929

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 182
Critical blocker identity: P182->32D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 31
Critical tree size including blocker: 32
Critical tree depth: 32
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 34
Unresolved outside passengers: 140
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P182(32D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P156(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P228(36H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P249(34J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P275(31E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P133(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P172(28J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P145(36E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P38(26F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P30(35H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P130(35J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P137(22H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P202(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P169(23H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P300(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P17(20E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P63(18G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P140(22F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P131(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P271(20J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P45(25J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P47(21G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P191(17D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P262(18H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P83(20F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P48(14I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P216(24E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P165(21D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P35(14E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                          P104(22D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                            P149(23G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                              P175(19G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1929
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: 289
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1929
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 369
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[289]: P289(33J/RIGHT/WAITING_AT_ROW@tile33) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P289->33J(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P289{seat=33J,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=33,directBlocker=-1,lastMoveTick=213,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 33
Current unavailable yield tiles: 33
Current yield-tile occupants: 289
Final row-event chain: 182|289
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2060\nPrecedence substitutions made: 2\nDependency chains followed: 1923\nBlocked by waiting-row occupant: 3834\nSubstituted events started: 2\nOccupied-space rejections: 7715\nMaximum scheduling-chain depth: 3\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 22 | standardDataset=306/306 (100.00%) | pooledClosureCohortDataset=132/306 (43.14%) | seatedDelta=-174 | completionDelta=-56.86% | outsideDelta=+140 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | pooledClosureCohortWorse=true | standardFamily=COMPLETE_CABIN | pooledClosureCohortFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 23
Scenario seed: -6527909872051310705

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 26.39%
Blocker-prone seat share (topology component): 61.46%
Aisle-assignment balance: 96.53%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1056
Passengers seated: 288/288
Average waiting ticks: 476.83
Longest waiting passenger: P134->8G(RIGHT)
Longest waiting ticks: 1007

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 27
Regions dissolved: 2
Repeated reconstructions avoided: 27
Largest region lifetime: 21
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=8
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2410
Maximum occupied tiles: 12
Seat events: 139
Single-blocker events: 42
Multiple-blocker events: 12
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2668
Maximum occupied tiles: 16
Seat events: 149
Single-blocker events: 36
Multiple-blocker events: 14
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 123
Reservations granted: 121
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6204
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7608
Total stationary ticks: 142652
Seat-event requests: 297
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 731
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 731
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:09
Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 23
Scenario seed: -6527909872051310705

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 26.39%
Blocker-prone seat share (topology component): 61.46%
Aisle-assignment balance: 96.53%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2519
Passengers seated: 282/288
Average waiting ticks: 490.51
Longest waiting passenger: P118->31J(RIGHT)
Longest waiting ticks: 2438

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 4
Cluster candidates evaluated: 5
Executable cluster candidates: 0
Rejected cluster candidates: 5
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 6
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2225
Regions dissolved: 0
Repeated reconstructions avoided: 2225
Largest region lifetime: 2226
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2226:occupied=6
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1678
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2410
Maximum occupied tiles: 19
Seat events: 139
Single-blocker events: 44
Multiple-blocker events: 9
Temporary aisle reoccupations: 62

RIGHT AISLE
-----------
Total moves: 2663
Maximum occupied tiles: 22
Seat events: 143
Single-blocker events: 33
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 157
Reservations granted: 149
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 2

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 10133
Longest unresolved passenger ID: 144
Longest unresolved row: 35
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P44(35I/RIGHT) -> P79(34J/RIGHT) -> P144(35H/RIGHT) -> P26(35D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 44
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 24585
Total stationary ticks: 157114
Seat-event requests: 1990
Failed seat-event starts: 1708

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 26
Critical blocker identity: P26->35D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P26(35D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P144(35H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P79(34J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P44(35I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 1840
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 1
Critical blocker required yield tiles: 36
Critical blocker unavailable yield tiles: 36
Critical blocker yield-tile occupants: 90
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1708
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 1840
Simultaneous arbitration losses: 2

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[90]: P90(36D/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P90->36D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: P90{seat=36D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=219,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 36
Current unavailable yield tiles: 36
Current yield-tile occupants: 90
Final row-event chain: 26|90
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2000\nPrecedence substitutions made: 2\nDependency chains followed: 33\nBlocked by waiting-row occupant: 33\nSubstituted events started: 2\nOccupied-space rejections: 1712\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 23 | standardDataset=288/288 (100.00%) | pooledClosureCohortDataset=282/288 (97.92%) | seatedDelta=-6 | completionDelta=-2.08% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pooledClosureCohortWorse=true | standardFamily=COMPLETE_CABIN | pooledClosureCohortFamily=LINKED_ROW_EVENT_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 24
Scenario seed: -3061128140418939286

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 98.02%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2768
Passengers seated: 348/353
Average waiting ticks: 593.09
Longest waiting passenger: P144->36I(RIGHT)
Longest waiting ticks: 2718

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 6
Clusters detected: 6
Activations without intervention: 5
Cluster candidates evaluated: 6
Executable cluster candidates: 3
Rejected cluster candidates: 3
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R5:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 6
Region updates: 1757
Regions dissolved: 5
Repeated reconstructions avoided: 1757
Largest region lifetime: 1677
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R5:age=1677:occupied=5
Confirmation deferral ticks: 7
Regions reaching confirmation: 2
Regions dissolved before confirmation: 4
Unchanged-state evaluations suppressed: 1610
State changes reopening evaluation: 4
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3242
Maximum occupied tiles: 13
Seat events: 180
Single-blocker events: 46
Multiple-blocker events: 28
Temporary aisle reoccupations: 111

RIGHT AISLE
-----------
Total moves: 2955
Maximum occupied tiles: 18
Seat events: 168
Single-blocker events: 40
Multiple-blocker events: 26
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 162
Reservations granted: 158
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7713
Longest unresolved passenger ID: 175
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P283(36J/RIGHT) -> P56(35G/RIGHT) -> P175(36G/RIGHT) -> P144(36I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 283
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 18289
Total stationary ticks: 221286
Seat-event requests: 2038
Failed seat-event starts: 1690

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 144
Critical blocker identity: P144->36I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P144(36I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P175(36G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P56(35G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P283(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1628
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 1
Critical blocker required yield tiles: 37
Critical blocker unavailable yield tiles: 37
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1628
Rear-boundary failures: 62
Middle-bank reservation failures: 4
Active-event deferrals: 1073
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 37
Current unavailable yield tiles: 37
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2040\nPrecedence substitutions made: 2\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 1641\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:09
Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 24
Scenario seed: -3061128140418939286

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 98.02%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2761
Passengers seated: 348/353
Average waiting ticks: 592.66
Longest waiting passenger: P90->32I(RIGHT)
Longest waiting ticks: 2675

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 2
Executable cluster candidates: 1
Rejected cluster candidates: 1
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 2421
Regions dissolved: 2
Repeated reconstructions avoided: 2421
Largest region lifetime: 2393
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=2393:occupied=5
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1789
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3242
Maximum occupied tiles: 20
Seat events: 180
Single-blocker events: 46
Multiple-blocker events: 30
Temporary aisle reoccupations: 115

RIGHT AISLE
-----------
Total moves: 2955
Maximum occupied tiles: 19
Seat events: 168
Single-blocker events: 38
Multiple-blocker events: 25
Temporary aisle reoccupations: 91

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 156
Reservations granted: 156
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 12807
Longest unresolved passenger ID: 175
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P283(36J/RIGHT) -> P56(35G/RIGHT) -> P175(36G/RIGHT) -> P144(36I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 283
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 26289
Total stationary ticks: 228005
Seat-event requests: 2170
Failed seat-event starts: 1822

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 144
Critical blocker identity: P144->36I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P144(36I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P175(36G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P56(35G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P283(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1809
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 1
Critical blocker required yield tiles: 37
Critical blocker unavailable yield tiles: 37
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1809
Rear-boundary failures: 13
Middle-bank reservation failures: 0
Active-event deferrals: 1694
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 37
Current unavailable yield tiles: 37
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2169\nPrecedence substitutions made: 11\nDependency chains followed: 11\nBlocked by waiting-row occupant: 14\nSubstituted events started: 12\nOccupied-space rejections: 1835\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 24 | standardDataset=348/353 (98.58%) | pooledClosureCohortDataset=348/353 (98.58%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | pooledClosureCohortWorse=false | standardFamily=REAR_BOUNDARY_LOCK | pooledClosureCohortFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 25
Scenario seed: 5535612249562345406

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.30%
Blocker-prone seat share (topology component): 67.83%
Aisle-assignment balance: 97.39%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 833
Passengers seated: 230/230
Average waiting ticks: 375.99
Longest waiting passenger: P195->2A(LEFT)
Longest waiting ticks: 793

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1839
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 28
Multiple-blocker events: 13
Temporary aisle reoccupations: 54

RIGHT AISLE
-----------
Total moves: 1833
Maximum occupied tiles: 12
Seat events: 112
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 78
Reservations granted: 75
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4557
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5453
Total stationary ticks: 90275
Seat-event requests: 234
Failed seat-event starts: 4

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 452
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 4
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 452
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 237\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:09
Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 25
Scenario seed: 5535612249562345406

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 31.30%
Blocker-prone seat share (topology component): 67.83%
Aisle-assignment balance: 97.39%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 831
Passengers seated: 230/230
Average waiting ticks: 378.33
Longest waiting passenger: P195->2A(LEFT)
Longest waiting ticks: 808

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1839
Maximum occupied tiles: 16
Seat events: 118
Single-blocker events: 27
Multiple-blocker events: 11
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1833
Maximum occupied tiles: 16
Seat events: 112
Single-blocker events: 34
Multiple-blocker events: 10
Temporary aisle reoccupations: 54

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 79
Reservations granted: 75
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7396
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8137
Total stationary ticks: 93572
Seat-event requests: 234
Failed seat-event starts: 4

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 390
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 2
Rear-boundary failures: 2
Middle-bank reservation failures: 4
Active-event deferrals: 390
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 25 | standardDataset=230/230 (100.00%) | pooledClosureCohortDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pooledClosureCohortWorse=false | standardFamily=COMPLETE_CABIN | pooledClosureCohortFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 26
Scenario seed: -6434950742177884549

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.77%
Blocker-prone seat share (topology component): 77.60%
Aisle-assignment balance: 97.92%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 702
Passengers seated: 192/192
Average waiting ticks: 307.72
Longest waiting passenger: P14->29B(LEFT)
Longest waiting ticks: 657

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles17-19:occupied=3:anchor=P124:selected=P95:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 30
Regions dissolved: 2
Repeated reconstructions avoided: 30
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=14
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1459
Maximum occupied tiles: 14
Seat events: 98
Single-blocker events: 25
Multiple-blocker events: 4
Temporary aisle reoccupations: 35

RIGHT AISLE
-----------
Total moves: 1331
Maximum occupied tiles: 13
Seat events: 94
Single-blocker events: 28
Multiple-blocker events: 5
Temporary aisle reoccupations: 38

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3551
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4341
Total stationary ticks: 62029
Seat-event requests: 200
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 399
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 399
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 203\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:09
Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 26
Scenario seed: -6434950742177884549

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 31.77%
Blocker-prone seat share (topology component): 77.60%
Aisle-assignment balance: 97.92%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2156
Passengers seated: 183/192
Average waiting ticks: 321.43
Longest waiting passenger: P96->25A(LEFT)
Longest waiting ticks: 2101

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 18
Executable cluster candidates: 0
Rejected cluster candidates: 18
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 10
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 2003
Regions dissolved: 1
Repeated reconstructions avoided: 2003
Largest region lifetime: 1994
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1994:occupied=9
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1627
State changes reopening evaluation: 9
Region priority competitions: 2
Regions ranked: 4
Hierarchical selections: 2
Lower-priority evaluations deferred: 1
Highest selected priority score: 10010
Left/right priority wins: 2/0
Priority ties: 0
Last priority decision: LEFT:R1:score=10010 | RIGHT:R2:score=2214 | selected=LEFT

LEFT AISLE
----------
Total moves: 1433
Maximum occupied tiles: 21
Seat events: 89
Single-blocker events: 21
Multiple-blocker events: 3
Temporary aisle reoccupations: 29

RIGHT AISLE
-----------
Total moves: 1331
Maximum occupied tiles: 15
Seat events: 94
Single-blocker events: 25
Multiple-blocker events: 6
Temporary aisle reoccupations: 37

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 113
Reservations granted: 104
Reservations denied/waited: 9
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 12163
Longest unresolved passenger ID: 24
Longest unresolved row: 29
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P14(29B/LEFT) -> P163(28F/LEFT) -> P84(30B/LEFT) -> P96(25A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 14
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 24041
Total stationary ticks: 78407
Seat-event requests: 1829
Failed seat-event starts: 1646

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 0
Critical blocker identity: P0->29D(LEFT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P0(29D/LEFT/WAITING_FOR_SEAT_EVENT)
  P24(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P140(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P126(30D/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1646
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 1
Critical blocker required yield tiles: 30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 161
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1646
Rear-boundary failures: 0
Middle-bank reservation failures: 9
Active-event deferrals: 1262
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[161]: P161(30F/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P161->30F(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: P161{seat=30F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=151,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 30
Current unavailable yield tiles: 30
Current yield-tile occupants: 161
Final row-event chain: 0|161
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1838\nPrecedence substitutions made: 4\nDependency chains followed: 21\nBlocked by waiting-row occupant: 21\nSubstituted events started: 5\nOccupied-space rejections: 1655\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 26 | standardDataset=192/192 (100.00%) | pooledClosureCohortDataset=183/192 (95.31%) | seatedDelta=-9 | completionDelta=-4.69% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pooledClosureCohortWorse=true | standardFamily=COMPLETE_CABIN | pooledClosureCohortFamily=LINKED_ROW_EVENT_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 27
Scenario seed: -836873359274163201

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.27%
Blocker-prone seat share (topology component): 65.64%
Aisle-assignment balance: 96.53%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2382
Passengers seated: 200/259
Average waiting ticks: 581.75
Longest waiting passenger: P4->10D(LEFT)
Longest waiting ticks: 2382

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 27
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 32
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2094
Regions dissolved: 0
Repeated reconstructions avoided: 2094
Largest region lifetime: 2095
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2095:occupied=32
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1888
State changes reopening evaluation: 26
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1387
Maximum occupied tiles: 32
Seat events: 75
Single-blocker events: 15
Multiple-blocker events: 4
Temporary aisle reoccupations: 23

RIGHT AISLE
-----------
Total moves: 1940
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 37
Multiple-blocker events: 9
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 67
Reservations granted: 67
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 27
Remaining moving in aisle: 31
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 58769
Longest unresolved passenger ID: 4
Longest unresolved row: 10
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 32
Longest dependency chain: P235(4E/LEFT) -> P103(17D/LEFT) -> P109(7E/LEFT) -> P183(28A/LEFT) -> P199(27B/LEFT) -> P209(19C/LEFT) -> P81(19A/LEFT) -> P200(18F/LEFT) -> P69(26B/LEFT) -> P205(17C/LEFT) -> P193(26F/LEFT) -> P130(15F/LEFT) -> P104(30C/LEFT) -> P62(20B/LEFT) -> P35(25C/LEFT) -> P125(23C/LEFT) -> P186(25E/LEFT) -> P191(31A/LEFT) -> P59(22B/LEFT) -> P212(30A/LEFT) -> P230(25A/LEFT) -> P245(28C/LEFT) -> P181(29F/LEFT) -> P216(28F/LEFT) -> P55(26E/LEFT) -> P253(29B/LEFT) -> P197(29C/LEFT) -> P58(30B/LEFT) -> P52(30D/LEFT) -> P128(31E/LEFT) -> P207(32A/LEFT) -> P145(32B/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 235
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 31
Total blocked ticks: 65318
Total stationary ticks: 212260
Seat-event requests: 2147
Failed seat-event starts: 1947

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 145
Critical blocker identity: P145->32B(LEFT)
Direct fan-out: 1
Total indirect descendants: 31
Critical tree size including blocker: 32
Critical tree depth: 32
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 32
Unresolved outside passengers: 27
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P145(32B/LEFT/WAITING_FOR_SEAT_EVENT)
  P207(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P128(31E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P52(30D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P58(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P197(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P253(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P55(26E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P216(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P181(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P245(28C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P230(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P212(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P59(22B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P191(31A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P186(25E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P125(23C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P35(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P62(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P104(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P130(15F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P193(26F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P205(17C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P69(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                P200(18F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P81(19A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P209(19C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P199(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P183(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                          P109(7E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                            P103(17D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                              P235(4E/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1941
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 1
Critical blocker required yield tiles: 33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 1941
Middle-bank reservation failures: 0
Active-event deferrals: 703
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2147\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:09
Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 27
Scenario seed: -836873359274163201

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 31.27%
Blocker-prone seat share (topology component): 65.64%
Aisle-assignment balance: 96.53%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 927
Passengers seated: 259/259
Average waiting ticks: 420.49
Longest waiting passenger: P57->7B(LEFT)
Longest waiting ticks: 904

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles29-31:occupied=3:anchor=P234:selected=P152:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2112
Maximum occupied tiles: 18
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 1940
Maximum occupied tiles: 17
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 87
Reservations granted: 87
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8396
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9426
Total stationary ticks: 116411
Seat-event requests: 271
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 549
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 549
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 270\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 27 | standardDataset=200/259 (77.22%) | pooledClosureCohortDataset=259/259 (100.00%) | seatedDelta=+59 | completionDelta=+22.78% | outsideDelta=-27 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=true | pooledClosureCohortWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | pooledClosureCohortFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 28
Scenario seed: 2886163787191440913

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.50%
Blocker-prone seat share (topology component): 65.25%
Aisle-assignment balance: 99.61%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 940
Passengers seated: 259/259
Average waiting ticks: 438.15
Longest waiting passenger: P64->8H(RIGHT)
Longest waiting ticks: 899

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2105
Maximum occupied tiles: 11
Seat events: 129
Single-blocker events: 31
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 2020
Maximum occupied tiles: 12
Seat events: 130
Single-blocker events: 41
Multiple-blocker events: 13
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 94
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4916
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5980
Total stationary ticks: 117463
Seat-event requests: 275
Failed seat-event starts: 16

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 16
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 277\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:09
Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 28
Scenario seed: 2886163787191440913

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 30.50%
Blocker-prone seat share (topology component): 65.25%
Aisle-assignment balance: 99.61%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2428
Passengers seated: 256/259
Average waiting ticks: 459.81
Longest waiting passenger: P137->29D(RIGHT)
Longest waiting ticks: 2341

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 2
Executable cluster candidates: 0
Rejected cluster candidates: 2
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2126
Regions dissolved: 0
Repeated reconstructions avoided: 2126
Largest region lifetime: 2127
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2127:occupied=3
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1673
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2105
Maximum occupied tiles: 16
Seat events: 129
Single-blocker events: 32
Multiple-blocker events: 14
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2020
Maximum occupied tiles: 15
Seat events: 127
Single-blocker events: 41
Multiple-blocker events: 11
Temporary aisle reoccupations: 63

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1764
Reservations granted: 1764
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7683
Longest unresolved passenger ID: 22
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 1
Longest dependency chain: P22(30I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 22
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 14759
Total stationary ticks: 125718
Seat-event requests: 1939
Failed seat-event starts: 1683

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 22
Critical blocker identity: P22->30I(RIGHT)
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 1
Critical tree depth: 1
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P22(30I/RIGHT/WAITING_FOR_SEAT_EVENT)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1683
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 32
Critical blocker yield-tile occupants: 125
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1683
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 1496
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[125]: P125(32H/RIGHT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P125->32H(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: P125{seat=32H,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=32,directBlocker=-1,lastMoveTick=300,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 32
Current yield-tile occupants: 125
Final row-event chain: 22|125
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1939\nPrecedence substitutions made: 5\nDependency chains followed: 1682\nBlocked by waiting-row occupant: 3357\nSubstituted events started: 5\nOccupied-space rejections: 6804\nMaximum scheduling-chain depth: 3\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 28 | standardDataset=259/259 (100.00%) | pooledClosureCohortDataset=256/259 (98.84%) | seatedDelta=-3 | completionDelta=-1.16% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pooledClosureCohortWorse=true | standardFamily=COMPLETE_CABIN | pooledClosureCohortFamily=LINKED_ROW_EVENT_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 29
Scenario seed: -8197219725400795342

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.36%
Blocker-prone seat share (topology component): 59.36%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1254
Passengers seated: 342/342
Average waiting ticks: 563.10
Longest waiting passenger: P110->24A(LEFT)
Longest waiting ticks: 1174

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3073
Maximum occupied tiles: 13
Seat events: 177
Single-blocker events: 44
Multiple-blocker events: 26
Temporary aisle reoccupations: 99

RIGHT AISLE
-----------
Total moves: 2919
Maximum occupied tiles: 13
Seat events: 165
Single-blocker events: 48
Multiple-blocker events: 19
Temporary aisle reoccupations: 88

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 144
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7985
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9504
Total stationary ticks: 199490
Seat-event requests: 355
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 710
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 710
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 364\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 10\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:09
Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 29
Scenario seed: -8197219725400795342

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 28.36%
Blocker-prone seat share (topology component): 59.36%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1243
Passengers seated: 342/342
Average waiting ticks: 562.76
Longest waiting passenger: P106->12F(LEFT)
Longest waiting ticks: 1219

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 23
Regions dissolved: 1
Repeated reconstructions avoided: 23
Largest region lifetime: 24
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=24
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3073
Maximum occupied tiles: 19
Seat events: 177
Single-blocker events: 44
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

RIGHT AISLE
-----------
Total moves: 2919
Maximum occupied tiles: 19
Seat events: 165
Single-blocker events: 47
Multiple-blocker events: 19
Temporary aisle reoccupations: 87

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 153
Reservations granted: 144
Reservations denied/waited: 9
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 12682
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 14207
Total stationary ticks: 203969
Seat-event requests: 356
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 798
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 9
Active-event deferrals: 798
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 365\nPrecedence substitutions made: 11\nDependency chains followed: 12\nBlocked by waiting-row occupant: 13\nSubstituted events started: 14\nOccupied-space rejections: 26\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 29 | standardDataset=342/342 (100.00%) | pooledClosureCohortDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pooledClosureCohortWorse=false | standardFamily=COMPLETE_CABIN | pooledClosureCohortFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 30
Scenario seed: 7566407082096240537

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 96.32%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2800
Passengers seated: 344/353
Average waiting ticks: 606.14
Longest waiting passenger: P335->30D(RIGHT)
Longest waiting ticks: 2755

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 4
Cluster candidates evaluated: 5
Executable cluster candidates: 1
Rejected cluster candidates: 4
Cluster selections: 1
Cluster-selected events started: 0
Largest detected cluster: 6
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 3409
Regions dissolved: 2
Repeated reconstructions avoided: 3409
Largest region lifetime: 1703
Maximum simultaneous active regions: 3
Regions active at termination: 2
Last lifecycle event: TRACK:R2:age=1703:localMembers=3
Confirmation deferral ticks: 7
Regions reaching confirmation: 3
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1664
State changes reopening evaluation: 2
Region priority competitions: 4
Regions ranked: 8
Hierarchical selections: 4
Lower-priority evaluations deferred: 1
Highest selected priority score: 6653
Left/right priority wins: 0/4
Priority ties: 0
Last priority decision: LEFT:R4:score=2210 | RIGHT:R3:score=6653 | selected=RIGHT

LEFT AISLE
----------
Total moves: 3100
Maximum occupied tiles: 15
Seat events: 183
Single-blocker events: 46
Multiple-blocker events: 24
Temporary aisle reoccupations: 100

RIGHT AISLE
-----------
Total moves: 3021
Maximum occupied tiles: 15
Seat events: 161
Single-blocker events: 44
Multiple-blocker events: 17
Temporary aisle reoccupations: 78

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 160
Reservations granted: 156
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 5
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 9054
Longest unresolved passenger ID: 267
Longest unresolved row: 34
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P235(27F/RIGHT) -> P37(28E/RIGHT) -> P312(34G/RIGHT) -> P210(35I/RIGHT) -> P87(29I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 235
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 5
Total blocked ticks: 24344
Total stationary ticks: 228785
Seat-event requests: 2054
Failed seat-event starts: 1710

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 87
Critical blocker identity: P87->29I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 9
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P87(29I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P210(35I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P312(34G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P37(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P235(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1710
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 335
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1710
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 895
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[335]: P335(30D/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P335->30D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P335{seat=30D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=1112,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 30
Current unavailable yield tiles: 30
Current yield-tile occupants: 335
Final row-event chain: 87|335
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2058\nPrecedence substitutions made: 2\nDependency chains followed: 1681\nBlocked by waiting-row occupant: 1681\nSubstituted events started: 2\nOccupied-space rejections: 6708\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
============================================================
Date/Time: 2026-07-17 00:26:09
Experiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET
Frozen architecture enabled: true
Experiment seed: 2383790101901
Scenario number: 30
Scenario seed: 7566407082096240537

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: POOLED_CLOSURE_COARSE_COHORT_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 96.32%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2325
Passengers seated: 184/353
Average waiting ticks: 1120.55
Longest waiting passenger: P1->2H(RIGHT)
Longest waiting ticks: 2325

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 28
Cluster candidates evaluated: 41
Executable cluster candidates: 0
Rejected cluster candidates: 41
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 30
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1955
Regions dissolved: 0
Repeated reconstructions avoided: 1955
Largest region lifetime: 1956
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1956:occupied=30
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1811
State changes reopening evaluation: 27
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2696
Maximum occupied tiles: 18
Seat events: 114
Single-blocker events: 30
Multiple-blocker events: 10
Temporary aisle reoccupations: 52

RIGHT AISLE
-----------
Total moves: 2306
Maximum occupied tiles: 33
Seat events: 70
Single-blocker events: 17
Multiple-blocker events: 4
Temporary aisle reoccupations: 25

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 77
Reservations granted: 74
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 136
Remaining moving in aisle: 28
Remaining waiting at row: 5
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 51329
Longest unresolved passenger ID: 1
Longest unresolved row: 2
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 15
Longest dependency chain: P143(19H/RIGHT) -> P97(17E/RIGHT) -> P247(16H/RIGHT) -> P59(22E/RIGHT) -> P261(22D/RIGHT) -> P189(21H/RIGHT) -> P329(19D/RIGHT) -> P215(17J/RIGHT) -> P294(17G/RIGHT) -> P95(25E/RIGHT) -> P53(22G/RIGHT) -> P55(22H/RIGHT) -> P35(21J/RIGHT) -> P92(24I/RIGHT) -> P82(15J/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 143
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 28
Total blocked ticks: 71037
Total stationary ticks: 455756
Seat-event requests: 2033
Failed seat-event starts: 1849

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 82
Critical blocker identity: P82->15J(RIGHT)
Direct fan-out: 1
Total indirect descendants: 14
Critical tree size including blocker: 15
Critical tree depth: 15
Frozen internal components: 5
Terminal WAITING_FOR_SEAT_EVENT nodes: 5
Unresolved internal passengers: 33
Unresolved outside passengers: 136
Unresolved internal passengers outside critical tree: 18
Critical blocker tree:
P82(15J/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(24I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P35(21J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P55(22H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P53(22G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P95(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P294(17G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P215(17J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P329(19D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P189(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P261(22D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P59(22E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P247(16H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P97(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P143(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1849
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 16
Critical blocker unavailable yield tiles: 16
Critical blocker yield-tile occupants: 175
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1849
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 625
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 14
Yield-occupant trace: yieldOccupant[175]: P175(25H/RIGHT/MOVING_IN_AISLE@tile16) -> P306(20E/RIGHT/MOVING_IN_AISLE@tile17) -> P185(20H/RIGHT/MOVING_IN_AISLE@tile18) -> P108(24G/RIGHT/MOVING_IN_AISLE@tile19) -> P61(23I/RIGHT/MOVING_IN_AISLE@tile20) -> P125(22I/RIGHT/MOVING_IN_AISLE@tile21) -> P337(25J/RIGHT/MOVING_IN_AISLE@tile22) -> P100(24J/RIGHT/MOVING_IN_AISLE@tile23) -> P83(25F/RIGHT/MOVING_IN_AISLE@tile24) -> P235(27F/RIGHT/MOVING_IN_AISLE@tile25) -> P37(28E/RIGHT/MOVING_IN_AISLE@tile26) -> P312(34G/RIGHT/MOVING_IN_AISLE@tile27) -> P210(35I/RIGHT/MOVING_IN_AISLE@tile28) -> P87(29I/RIGHT/WAITING_AT_ROW@tile29) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P87->29I(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P175{seat=25H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=16,directBlocker=306,lastMoveTick=537,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 16
Current unavailable yield tiles: 16
Current yield-tile occupants: 175
Final row-event chain: 82|175|306|185|108|61|125|337|100|83|235|37|312|210|87
Final row-event chain length: 15
Distinct row events in chain: 15
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 5
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: POOLED_CLOSURE_COARSE_COHORT_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2036\nPrecedence substitutions made: 2\nDependency chains followed: 66\nBlocked by waiting-row occupant: 66\nSubstituted events started: 2\nOccupied-space rejections: 3887\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 30 | standardDataset=344/353 (97.45%) | pooledClosureCohortDataset=184/353 (52.12%) | seatedDelta=-160 | completionDelta=-45.33% | outsideDelta=+136 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | pooledClosureCohortWorse=true | standardFamily=LINKED_ROW_EVENT_CHAIN | pooledClosureCohortFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 30
POOLED FOUR-SEED COARSE-COHORT CLOSURE
************************************************************
Experiment seed: 2383790101901
Scenarios executed: 60
Successful completions: 39
Incomplete/MAX_TICKS: 21
Average completed ticks: 1415.58
Average waiting ticks: 504.16
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:26
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 1
Scenario seed: 3593127566950890086

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 36.27%
Blocker-prone seat share (topology component): 74.51%
Aisle-assignment balance: 98.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 735
Passengers seated: 204/204
Average waiting ticks: 328.29
Longest waiting passenger: P69->17A(LEFT)
Longest waiting ticks: 689

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1538
Maximum occupied tiles: 13
Seat events: 104
Single-blocker events: 27
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1467
Maximum occupied tiles: 10
Seat events: 100
Single-blocker events: 17
Multiple-blocker events: 7
Temporary aisle reoccupations: 33

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 112
Reservations granted: 108
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3812
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4708
Total stationary ticks: 70181
Seat-event requests: 210
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 450
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 450
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 214\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:26
Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 1
Scenario seed: 3593127566950890086

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET
Row-zone concentration (diagnostic control): 36.27%
Blocker-prone seat share (topology component): 74.51%
Aisle-assignment balance: 98.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2196
Passengers seated: 147/204
Average waiting ticks: 543.02
Longest waiting passenger: P3->6A(LEFT)
Longest waiting ticks: 2196

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 28
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 29
Selected release potential total: 4
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 2137
Regions dissolved: 1
Repeated reconstructions avoided: 2137
Largest region lifetime: 2127
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2127:occupied=29
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1894
State changes reopening evaluation: 27
Region priority competitions: 5
Regions ranked: 10
Hierarchical selections: 5
Lower-priority evaluations deferred: 3
Highest selected priority score: 32010
Left/right priority wins: 5/0
Priority ties: 0
Last priority decision: LEFT:R1:score=32010 | RIGHT:R2:score=2217 | selected=LEFT

LEFT AISLE
----------
Total moves: 905
Maximum occupied tiles: 29
Seat events: 47
Single-blocker events: 5
Multiple-blocker events: 2
Temporary aisle reoccupations: 9

RIGHT AISLE
-----------
Total moves: 1467
Maximum occupied tiles: 12
Seat events: 100
Single-blocker events: 17
Multiple-blocker events: 4
Temporary aisle reoccupations: 27

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2008
Reservations granted: 2006
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 28
Remaining moving in aisle: 28
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 53852
Longest unresolved passenger ID: 3
Longest unresolved row: 6
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 29
Longest dependency chain: P14(20C/LEFT) -> P107(16F/LEFT) -> P97(23D/LEFT) -> P33(21A/LEFT) -> P53(12C/LEFT) -> P170(20F/LEFT) -> P183(28C/LEFT) -> P99(15B/LEFT) -> P44(19E/LEFT) -> P47(16B/LEFT) -> P57(24B/LEFT) -> P41(15F/LEFT) -> P101(22C/LEFT) -> P176(25A/LEFT) -> P30(23C/LEFT) -> P182(18F/LEFT) -> P46(20A/LEFT) -> P92(28A/LEFT) -> P151(21B/LEFT) -> P126(24C/LEFT) -> P123(22E/LEFT) -> P27(28F/LEFT) -> P89(24A/LEFT) -> P128(25D/LEFT) -> P129(26C/LEFT) -> P115(27B/LEFT) -> P141(30E/LEFT) -> P191(29A/LEFT) -> P163(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 14
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 28
Total blocked ticks: 59223
Total stationary ticks: 166746
Seat-event requests: 2080
Failed seat-event starts: 1933

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 163
Critical blocker identity: P163->29F(LEFT)
Direct fan-out: 1
Total indirect descendants: 28
Critical tree size including blocker: 29
Critical tree depth: 29
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 29
Unresolved outside passengers: 28
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P163(29F/LEFT/WAITING_FOR_SEAT_EVENT)
  P191(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P141(30E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P115(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P129(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P128(25D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P89(24A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P27(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P123(22E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P126(24C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P151(21B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P92(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P46(20A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P182(18F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P30(23C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P176(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P101(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P41(15F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P57(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P47(16B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P44(19E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P99(15B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P183(28C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P170(20F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                P53(12C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P33(21A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P97(23D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P107(16F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P14(20C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1925
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 8
Rear-boundary failures: 1925
Middle-bank reservation failures: 2
Active-event deferrals: 545
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2081\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 01 | standardDataset=204/204 (100.00%) | rearBoundaryRiskFirstDataset=147/204 (72.06%) | seatedDelta=-57 | completionDelta=-27.94% | outsideDelta=+28 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | rearBoundaryRiskFirstWorse=true | standardFamily=COMPLETE_CABIN | rearBoundaryRiskFirstFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:26
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 2
Scenario seed: -3253240191347907702

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 94.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1307
Passengers seated: 353/353
Average waiting ticks: 582.82
Longest waiting passenger: P338->19F(RIGHT)
Longest waiting ticks: 1250

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 4
Executable cluster candidates: 2
Rejected cluster candidates: 2
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 47
Regions dissolved: 3
Repeated reconstructions avoided: 47
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=22
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2846
Maximum occupied tiles: 14
Seat events: 167
Single-blocker events: 45
Multiple-blocker events: 22
Temporary aisle reoccupations: 91

RIGHT AISLE
-----------
Total moves: 3275
Maximum occupied tiles: 13
Seat events: 186
Single-blocker events: 46
Multiple-blocker events: 26
Temporary aisle reoccupations: 103

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 157
Reservations granted: 157
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7625
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9526
Total stationary ticks: 212340
Seat-event requests: 379
Failed seat-event starts: 26

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 915
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 26
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 915
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 377\nPrecedence substitutions made: 3\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 40\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:26
Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 2
Scenario seed: -3253240191347907702

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 94.62%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2665
Passengers seated: 187/353
Average waiting ticks: 1262.59
Longest waiting passenger: P2->18J(RIGHT)
Longest waiting ticks: 2665

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 29
Cluster candidates evaluated: 3
Executable cluster candidates: 2
Rejected cluster candidates: 1
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 36
Selected release potential total: 7
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 2648
Regions dissolved: 2
Repeated reconstructions avoided: 2648
Largest region lifetime: 2623
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2623:occupied=36
Confirmation deferral ticks: 5
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 2498
State changes reopening evaluation: 28
Region priority competitions: 5
Regions ranked: 10
Hierarchical selections: 5
Lower-priority evaluations deferred: 2
Highest selected priority score: 39710
Left/right priority wins: 0/5
Priority ties: 0
Last priority decision: LEFT:R3:score=3314 | RIGHT:R1:score=39710 | selected=RIGHT

LEFT AISLE
----------
Total moves: 2846
Maximum occupied tiles: 14
Seat events: 167
Single-blocker events: 43
Multiple-blocker events: 18
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 744
Maximum occupied tiles: 36
Seat events: 20
Single-blocker events: 2
Multiple-blocker events: 0
Temporary aisle reoccupations: 2

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2607
Reservations granted: 2603
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 130
Remaining moving in aisle: 35
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 89755
Longest unresolved passenger ID: 2
Longest unresolved row: 18
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 36
Longest dependency chain: P24(9H/RIGHT) -> P233(21J/RIGHT) -> P0(11J/RIGHT) -> P200(19H/RIGHT) -> P191(9F/RIGHT) -> P21(7J/RIGHT) -> P346(10E/RIGHT) -> P347(23E/RIGHT) -> P181(30I/RIGHT) -> P166(33G/RIGHT) -> P156(20F/RIGHT) -> P97(23J/RIGHT) -> P186(22I/RIGHT) -> P69(21I/RIGHT) -> P158(29H/RIGHT) -> P255(20D/RIGHT) -> P343(34I/RIGHT) -> P124(31D/RIGHT) -> P31(27I/RIGHT) -> P177(27J/RIGHT) -> P29(26I/RIGHT) -> P108(33D/RIGHT) -> P270(29F/RIGHT) -> P4(27F/RIGHT) -> P332(29J/RIGHT) -> P10(28J/RIGHT) -> P147(35H/RIGHT) -> P238(35G/RIGHT) -> P350(35F/RIGHT) -> P53(36I/RIGHT) -> P277(36H/RIGHT) -> P140(36J/RIGHT) -> P324(35J/RIGHT) -> P88(35I/RIGHT) -> P47(36F/RIGHT) -> P6(36E/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 24
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 35
Total blocked ticks: 96783
Total stationary ticks: 538269
Seat-event requests: 2731
Failed seat-event starts: 2544

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 6
Critical blocker identity: P6->36E(RIGHT)
Direct fan-out: 1
Total indirect descendants: 35
Critical tree size including blocker: 36
Critical tree depth: 36
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 36
Unresolved outside passengers: 130
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P6(36E/RIGHT/WAITING_FOR_SEAT_EVENT)
  P47(36F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P88(35I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P324(35J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P140(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P277(36H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P53(36I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P350(35F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P238(35G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P147(35H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P10(28J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P332(29J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P4(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P270(29F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P108(33D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P29(26I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P177(27J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P31(27I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P124(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P343(34I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P255(20D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P158(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P69(21I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P186(22I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P97(23J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P156(20F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P166(33G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P181(30I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P347(23E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                          P346(10E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                            P21(7J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                              P191(9F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                                P200(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                                  P0(11J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                                    P233(21J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                                      P24(9H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 2531
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 1
Critical blocker required yield tiles: 37
Critical blocker unavailable yield tiles: 37
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 2531
Middle-bank reservation failures: 4
Active-event deferrals: 611
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 37
Current unavailable yield tiles: 37
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2733\nPrecedence substitutions made: 1\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 02 | standardDataset=353/353 (100.00%) | rearBoundaryRiskFirstDataset=187/353 (52.97%) | seatedDelta=-166 | completionDelta=-47.03% | outsideDelta=+130 | clustersDetected=3 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | rearBoundaryRiskFirstWorse=true | standardFamily=COMPLETE_CABIN | rearBoundaryRiskFirstFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:26
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 3
Scenario seed: 7335938966511001727

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 92.77%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2376
Passengers seated: 233/235
Average waiting ticks: 391.83
Longest waiting passenger: P38->30A(LEFT)
Longest waiting ticks: 2292

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 43
Regions dissolved: 2
Repeated reconstructions avoided: 43
Largest region lifetime: 23
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=23
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1536
Maximum occupied tiles: 14
Seat events: 107
Single-blocker events: 29
Multiple-blocker events: 7
Temporary aisle reoccupations: 45

RIGHT AISLE
-----------
Total moves: 1869
Maximum occupied tiles: 14
Seat events: 126
Single-blocker events: 32
Multiple-blocker events: 16
Temporary aisle reoccupations: 70

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 127
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4508
Longest unresolved passenger ID: 70
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P70(30E/LEFT) -> P38(30A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 70
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 9185
Total stationary ticks: 97624
Seat-event requests: 1888
Failed seat-event starts: 1655

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 38
Critical blocker identity: P38->30A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P38(30A/LEFT/WAITING_FOR_SEAT_EVENT)
  P70(30E/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1644
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 1
Critical blocker required yield tiles: 31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 1644
Middle-bank reservation failures: 4
Active-event deferrals: 699
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1893\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:26
Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 3
Scenario seed: 7335938966511001727

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 92.77%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2262
Passengers seated: 188/235
Average waiting ticks: 492.61
Longest waiting passenger: P5->7E(RIGHT)
Longest waiting ticks: 2262

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 27
Cluster candidates evaluated: 27
Executable cluster candidates: 0
Rejected cluster candidates: 27
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 30
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 2181
Regions dissolved: 2
Repeated reconstructions avoided: 2181
Largest region lifetime: 2144
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2144:occupied=30
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1789
State changes reopening evaluation: 26
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1537
Maximum occupied tiles: 13
Seat events: 109
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 45

RIGHT AISLE
-----------
Total moves: 1381
Maximum occupied tiles: 30
Seat events: 79
Single-blocker events: 12
Multiple-blocker events: 7
Temporary aisle reoccupations: 28

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 101
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 17
Remaining moving in aisle: 28
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 49619
Longest unresolved passenger ID: 5
Longest unresolved row: 7
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 29
Longest dependency chain: P11(20D/RIGHT) -> P99(28C/RIGHT) -> P184(24C/RIGHT) -> P190(27C/RIGHT) -> P137(22F/RIGHT) -> P121(20G/RIGHT) -> P211(22H/RIGHT) -> P207(26C/RIGHT) -> P170(26E/RIGHT) -> P73(17F/RIGHT) -> P78(26F/RIGHT) -> P51(21H/RIGHT) -> P157(24F/RIGHT) -> P27(16H/RIGHT) -> P81(28D/RIGHT) -> P203(27E/RIGHT) -> P3(24D/RIGHT) -> P144(24H/RIGHT) -> P67(25F/RIGHT) -> P228(27H/RIGHT) -> P26(24E/RIGHT) -> P158(25H/RIGHT) -> P185(24G/RIGHT) -> P19(27G/RIGHT) -> P124(26G/RIGHT) -> P151(28H/RIGHT) -> P131(28G/RIGHT) -> P58(29D/RIGHT) -> P134(29H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 11
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 28
Total blocked ticks: 58114
Total stationary ticks: 168088
Seat-event requests: 2017
Failed seat-event starts: 1829

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 134
Critical blocker identity: P134->29H(RIGHT)
Direct fan-out: 1
Total indirect descendants: 28
Critical tree size including blocker: 29
Critical tree depth: 29
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 30
Unresolved outside passengers: 17
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P134(29H/RIGHT/WAITING_FOR_SEAT_EVENT)
  P58(29D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P131(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P151(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P124(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P19(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P185(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P158(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P26(24E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P228(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P67(25F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P144(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P3(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P203(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P81(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P27(16H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P157(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P51(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P78(26F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P73(17F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P170(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P207(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P211(22H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P121(20G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P137(22F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P190(27C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P184(24C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P99(28C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P11(20D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1828
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 135
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1828
Rear-boundary failures: 1
Middle-bank reservation failures: 2
Active-event deferrals: 1015
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[135]: P135(30C/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P135->30C(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P135{seat=30C,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=96,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 30
Current unavailable yield tiles: 30
Current yield-tile occupants: 135
Final row-event chain: 134|135
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2019\nPrecedence substitutions made: 2\nDependency chains followed: 1821\nBlocked by waiting-row occupant: 1821\nSubstituted events started: 2\nOccupied-space rejections: 1831\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 03 | standardDataset=233/235 (99.15%) | rearBoundaryRiskFirstDataset=188/235 (80.00%) | seatedDelta=-45 | completionDelta=-19.15% | outsideDelta=+17 | clustersDetected=3 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskFirstWorse=true | standardFamily=REAR_BOUNDARY_LOCK | rearBoundaryRiskFirstFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:26
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 4
Scenario seed: 1527509226702169085

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 95.32%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 867
Passengers seated: 235/235
Average waiting ticks: 384.93
Longest waiting passenger: P65->14G(RIGHT)
Longest waiting ticks: 822

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 6
Last cluster decision: RIGHT:region=R3:age=2:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 65
Regions dissolved: 3
Repeated reconstructions avoided: 65
Largest region lifetime: 29
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=28
Confirmation deferral ticks: 6
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1571
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 33
Multiple-blocker events: 8
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1831
Maximum occupied tiles: 12
Seat events: 123
Single-blocker events: 28
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 133
Reservations granted: 133
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4319
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5515
Total stationary ticks: 93992
Seat-event requests: 250
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 661
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 661
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:26
Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 4
Scenario seed: 1527509226702169085

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 95.32%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2201
Passengers seated: 170/235
Average waiting ticks: 559.98
Longest waiting passenger: P16->9F(RIGHT)
Longest waiting ticks: 2201

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 32
Cluster candidates evaluated: 32
Executable cluster candidates: 1
Rejected cluster candidates: 31
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 19
Selected release potential total: 4
Last cluster decision: RIGHT:region=R4:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 5981
Regions dissolved: 1
Repeated reconstructions avoided: 5981
Largest region lifetime: 2135
Maximum simultaneous active regions: 3
Regions active at termination: 3
Last lifecycle event: TRACK:R2:age=2110:localMembers=9
Confirmation deferral ticks: 7
Regions reaching confirmation: 4
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1821
State changes reopening evaluation: 28
Region priority competitions: 1650
Regions ranked: 3300
Hierarchical selections: 1650
Lower-priority evaluations deferred: 1597
Highest selected priority score: 21010
Left/right priority wins: 15/1635
Priority ties: 2
Last priority decision: LEFT:R1:score=17710 | RIGHT:R4:score=21010 | selected=RIGHT

LEFT AISLE
----------
Total moves: 1531
Maximum occupied tiles: 23
Seat events: 96
Single-blocker events: 28
Multiple-blocker events: 3
Temporary aisle reoccupations: 35

RIGHT AISLE
-----------
Total moves: 1320
Maximum occupied tiles: 28
Seat events: 74
Single-blocker events: 11
Multiple-blocker events: 2
Temporary aisle reoccupations: 15

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1706
Reservations granted: 1703
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 21
Remaining moving in aisle: 35
Remaining waiting at row: 9
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 60245
Longest unresolved passenger ID: 16
Longest unresolved row: 9
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 18
Longest dependency chain: P24(23C/RIGHT) -> P6(7H/RIGHT) -> P120(25H/RIGHT) -> P135(16C/RIGHT) -> P99(15E/RIGHT) -> P57(10D/RIGHT) -> P224(17C/RIGHT) -> P201(26D/RIGHT) -> P144(13H/RIGHT) -> P131(25E/RIGHT) -> P83(27C/RIGHT) -> P0(26C/RIGHT) -> P98(23D/RIGHT) -> P107(15F/RIGHT) -> P56(21H/RIGHT) -> P214(21D/RIGHT) -> P85(24D/RIGHT) -> P89(18H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 24
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 35
Total blocked ticks: 80626
Total stationary ticks: 194209
Seat-event requests: 3656
Failed seat-event starts: 3486

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 89
Critical blocker identity: P89->18H(RIGHT)
Direct fan-out: 1
Total indirect descendants: 17
Critical tree size including blocker: 18
Critical tree depth: 18
Frozen internal components: 9
Terminal WAITING_FOR_SEAT_EVENT nodes: 9
Unresolved internal passengers: 44
Unresolved outside passengers: 21
Unresolved internal passengers outside critical tree: 26
Critical blocker tree:
P89(18H/RIGHT/WAITING_FOR_SEAT_EVENT)
  P85(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P214(21D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P56(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P107(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P98(23D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P0(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P83(27C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P131(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(13H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P201(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P224(17C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P57(10D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P99(15E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P135(16C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P120(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P6(7H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P24(23C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 3482
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 19
Critical blocker unavailable yield tiles: 19
Critical blocker yield-tile occupants: 105
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 6
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 3482
Rear-boundary failures: 4
Middle-bank reservation failures: 3
Active-event deferrals: 1875
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[105]: P105(19C/RIGHT/WAITING_AT_ROW@tile19) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P105->19C(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P105{seat=19C,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=19,directBlocker=-1,lastMoveTick=423,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 19
Current unavailable yield tiles: 19
Current yield-tile occupants: 105
Final row-event chain: 89|105
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 8
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3658\nPrecedence substitutions made: 2\nDependency chains followed: 1958\nBlocked by waiting-row occupant: 1958\nSubstituted events started: 2\nOccupied-space rejections: 8581\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 04 | standardDataset=235/235 (100.00%) | rearBoundaryRiskFirstDataset=170/235 (72.34%) | seatedDelta=-65 | completionDelta=-27.66% | outsideDelta=+21 | clustersDetected=4 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | rearBoundaryRiskFirstWorse=true | standardFamily=COMPLETE_CABIN | rearBoundaryRiskFirstFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:26
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 5
Scenario seed: -7802426717230910475

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.29%
Blocker-prone seat share (topology component): 73.44%
Aisle-assignment balance: 90.63%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 762
Passengers seated: 192/192
Average waiting ticks: 324.79
Longest waiting passenger: P82->8F(RIGHT)
Longest waiting ticks: 725

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1248
Maximum occupied tiles: 11
Seat events: 87
Single-blocker events: 19
Multiple-blocker events: 10
Temporary aisle reoccupations: 41

RIGHT AISLE
-----------
Total moves: 1456
Maximum occupied tiles: 11
Seat events: 105
Single-blocker events: 22
Multiple-blocker events: 9
Temporary aisle reoccupations: 42

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 111
Reservations granted: 108
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3070
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 3808
Total stationary ticks: 64741
Seat-event requests: 199
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 419
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 419
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 202\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:26
Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 5
Scenario seed: -7802426717230910475

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET
Row-zone concentration (diagnostic control): 32.29%
Blocker-prone seat share (topology component): 73.44%
Aisle-assignment balance: 90.63%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2140
Passengers seated: 155/192
Average waiting ticks: 377.91
Longest waiting passenger: P12->9H(RIGHT)
Longest waiting ticks: 2140

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 29
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 29
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1972
Regions dissolved: 0
Repeated reconstructions avoided: 1972
Largest region lifetime: 1973
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1973:occupied=29
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1709
State changes reopening evaluation: 28
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1248
Maximum occupied tiles: 13
Seat events: 87
Single-blocker events: 17
Multiple-blocker events: 9
Temporary aisle reoccupations: 37

RIGHT AISLE
-----------
Total moves: 1190
Maximum occupied tiles: 29
Seat events: 68
Single-blocker events: 16
Multiple-blocker events: 3
Temporary aisle reoccupations: 23

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1865
Reservations granted: 1861
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 8
Remaining moving in aisle: 28
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 47873
Longest unresolved passenger ID: 12
Longest unresolved row: 9
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 29
Longest dependency chain: P85(12D/RIGHT) -> P29(8G/RIGHT) -> P155(24G/RIGHT) -> P76(11G/RIGHT) -> P53(16G/RIGHT) -> P161(13G/RIGHT) -> P154(17F/RIGHT) -> P178(14G/RIGHT) -> P144(16F/RIGHT) -> P96(17D/RIGHT) -> P75(25D/RIGHT) -> P11(28H/RIGHT) -> P17(21G/RIGHT) -> P19(18C/RIGHT) -> P57(19H/RIGHT) -> P156(23C/RIGHT) -> P166(24D/RIGHT) -> P2(22G/RIGHT) -> P126(22C/RIGHT) -> P18(27H/RIGHT) -> P123(26C/RIGHT) -> P106(23D/RIGHT) -> P130(26H/RIGHT) -> P170(27D/RIGHT) -> P20(27G/RIGHT) -> P162(28E/RIGHT) -> P100(28C/RIGHT) -> P84(30F/RIGHT) -> P28(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 85
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 28
Total blocked ticks: 52801
Total stationary ticks: 122118
Seat-event requests: 1934
Failed seat-event starts: 1779

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 28
Critical blocker identity: P28->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 28
Critical tree size including blocker: 29
Critical tree depth: 29
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 29
Unresolved outside passengers: 8
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P28(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P84(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P100(28C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P162(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P20(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P170(27D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P130(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P106(23D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P123(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P18(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P126(22C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P2(22G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P166(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P156(23C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P57(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P19(18C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P17(21G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P11(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P75(25D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P96(17D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P144(16F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P178(14G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P154(17F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P161(13G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P53(16G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P76(11G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P155(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P29(8G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P85(12D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1772
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 7
Rear-boundary failures: 1772
Middle-bank reservation failures: 4
Active-event deferrals: 594
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1938\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 05 | standardDataset=192/192 (100.00%) | rearBoundaryRiskFirstDataset=155/192 (80.73%) | seatedDelta=-37 | completionDelta=-19.27% | outsideDelta=+8 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskFirstWorse=true | standardFamily=COMPLETE_CABIN | rearBoundaryRiskFirstFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:26
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 6
Scenario seed: 1901033161169436402

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.34%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 862
Passengers seated: 235/235
Average waiting ticks: 388.19
Longest waiting passenger: P119->11C(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1687
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 31
Multiple-blocker events: 10
Temporary aisle reoccupations: 52

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 14
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 126
Reservations granted: 123
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4277
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5358
Total stationary ticks: 94741
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 578
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 578
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:26
Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 6
Scenario seed: 1901033161169436402

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET
Row-zone concentration (diagnostic control): 32.34%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2361
Passengers seated: 156/235
Average waiting ticks: 762.85
Longest waiting passenger: P1->4D(RIGHT)
Longest waiting ticks: 2361

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 30
Cluster candidates evaluated: 28
Executable cluster candidates: 0
Rejected cluster candidates: 28
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 30
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2275
Regions dissolved: 0
Repeated reconstructions avoided: 2275
Largest region lifetime: 2276
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2276:occupied=30
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 2116
State changes reopening evaluation: 29
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1687
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 4
Temporary aisle reoccupations: 38

RIGHT AISLE
-----------
Total moves: 860
Maximum occupied tiles: 30
Seat events: 34
Single-blocker events: 6
Multiple-blocker events: 0
Temporary aisle reoccupations: 6

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2228
Reservations granted: 2222
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 49
Remaining moving in aisle: 28
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 60258
Longest unresolved passenger ID: 1
Longest unresolved row: 4
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 24
Longest dependency chain: P101(8G/RIGHT) -> P77(14C/RIGHT) -> P19(11F/RIGHT) -> P229(25F/RIGHT) -> P46(19H/RIGHT) -> P151(7C/RIGHT) -> P156(22G/RIGHT) -> P199(21C/RIGHT) -> P86(25G/RIGHT) -> P110(23C/RIGHT) -> P190(19E/RIGHT) -> P104(27F/RIGHT) -> P99(20D/RIGHT) -> P39(17G/RIGHT) -> P82(16D/RIGHT) -> P103(24H/RIGHT) -> P202(25E/RIGHT) -> P13(26C/RIGHT) -> P170(26H/RIGHT) -> P14(27E/RIGHT) -> P105(25H/RIGHT) -> P158(23G/RIGHT) -> P65(27H/RIGHT) -> P215(24E/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 101
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 28
Total blocked ticks: 68106
Total stationary ticks: 241730
Seat-event requests: 2303
Failed seat-event starts: 2147

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 215
Critical blocker identity: P215->24E(RIGHT)
Direct fan-out: 1
Total indirect descendants: 23
Critical tree size including blocker: 24
Critical tree depth: 24
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 30
Unresolved outside passengers: 49
Unresolved internal passengers outside critical tree: 6
Critical blocker tree:
P215(24E/RIGHT/WAITING_FOR_SEAT_EVENT)
  P65(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P158(23G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P105(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P14(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P170(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P13(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P202(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P103(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P82(16D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P39(17G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P99(20D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P104(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P190(19E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P110(23C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P86(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P199(21C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P156(22G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P151(7C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P46(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P229(25F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P19(11F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P77(14C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P101(8G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 2131
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 25
Critical blocker unavailable yield tiles: 25
Critical blocker yield-tile occupants: 148
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 2131
Rear-boundary failures: 16
Middle-bank reservation failures: 6
Active-event deferrals: 538
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 6
Yield-occupant trace: yieldOccupant[148]: P148(28D/RIGHT/MOVING_IN_AISLE@tile25) -> P72(29H/RIGHT/MOVING_IN_AISLE@tile26) -> P149(30F/RIGHT/MOVING_IN_AISLE@tile27) -> P225(29E/RIGHT/MOVING_IN_AISLE@tile28) -> P162(30G/RIGHT/MOVING_IN_AISLE@tile29) -> P35(30C/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P35->30C(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P148{seat=28D,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=25,directBlocker=72,lastMoveTick=110,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 25
Current unavailable yield tiles: 25
Current yield-tile occupants: 148
Final row-event chain: 215|148|72|149|225|162|35
Final row-event chain length: 7
Distinct row events in chain: 7
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2310\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 2137\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 06 | standardDataset=235/235 (100.00%) | rearBoundaryRiskFirstDataset=156/235 (66.38%) | seatedDelta=-79 | completionDelta=-33.62% | outsideDelta=+49 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskFirstWorse=true | standardFamily=COMPLETE_CABIN | rearBoundaryRiskFirstFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:26
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 7
Scenario seed: 1624052775779324172

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 60.78%
Aisle-assignment balance: 98.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2591
Passengers seated: 295/306
Average waiting ticks: 532.89
Longest waiting passenger: P269->30J(RIGHT)
Longest waiting ticks: 2537

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 8
Cluster candidates evaluated: 9
Executable cluster candidates: 1
Rejected cluster candidates: 8
Cluster selections: 1
Cluster-selected events started: 0
Largest detected cluster: 8
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 1693
Regions dissolved: 3
Repeated reconstructions avoided: 1693
Largest region lifetime: 1667
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1667:occupied=8
Confirmation deferral ticks: 6
Regions reaching confirmation: 2
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1556
State changes reopening evaluation: 7
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2676
Maximum occupied tiles: 13
Seat events: 150
Single-blocker events: 43
Multiple-blocker events: 15
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 2565
Maximum occupied tiles: 17
Seat events: 145
Single-blocker events: 46
Multiple-blocker events: 14
Temporary aisle reoccupations: 75

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 208
Reservations granted: 204
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 8
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 13429
Longest unresolved passenger ID: 142
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 7
Longest dependency chain: P282(26D/RIGHT) -> P177(28J/RIGHT) -> P181(29F/RIGHT) -> P141(35H/RIGHT) -> P242(32J/RIGHT) -> P235(35J/RIGHT) -> P269(30J/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 282
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 8
Total blocked ticks: 25260
Total stationary ticks: 180886
Seat-event requests: 1953
Failed seat-event starts: 1658

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 269
Critical blocker identity: P269->30J(RIGHT)
Direct fan-out: 1
Total indirect descendants: 6
Critical tree size including blocker: 7
Critical tree depth: 7
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 11
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P269(30J/RIGHT/WAITING_FOR_SEAT_EVENT)
  P235(35J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P242(32J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P141(35H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P181(29F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P177(28J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P282(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1586
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 32
Critical blocker yield-tile occupants: 268
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 3
Yield-tile occupied failures: 1586
Rear-boundary failures: 72
Middle-bank reservation failures: 4
Active-event deferrals: 970
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[268]: P268(32E/RIGHT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P268->32E(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P268{seat=32E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=32,directBlocker=-1,lastMoveTick=910,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 32
Current yield-tile occupants: 268
Final row-event chain: 269|268
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1957\nPrecedence substitutions made: 2\nDependency chains followed: 1565\nBlocked by waiting-row occupant: 1565\nSubstituted events started: 2\nOccupied-space rejections: 6303\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:26
Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 7
Scenario seed: 1624052775779324172

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 60.78%
Aisle-assignment balance: 98.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2595
Passengers seated: 199/306
Average waiting ticks: 937.41
Longest waiting passenger: P16->12J(RIGHT)
Longest waiting ticks: 2595

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 39
Cluster candidates evaluated: 23
Executable cluster candidates: 1
Rejected cluster candidates: 22
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 36
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 2548
Regions dissolved: 2
Repeated reconstructions avoided: 2548
Largest region lifetime: 2525
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=2525:occupied=36
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 2272
State changes reopening evaluation: 38
Region priority competitions: 2
Regions ranked: 4
Hierarchical selections: 2
Lower-priority evaluations deferred: 0
Highest selected priority score: 39710
Left/right priority wins: 0/2
Priority ties: 0
Last priority decision: LEFT:R3:score=2214 | RIGHT:R2:score=39710 | selected=RIGHT

LEFT AISLE
----------
Total moves: 2676
Maximum occupied tiles: 13
Seat events: 150
Single-blocker events: 42
Multiple-blocker events: 13
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1227
Maximum occupied tiles: 36
Seat events: 49
Single-blocker events: 8
Multiple-blocker events: 2
Temporary aisle reoccupations: 12

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 200
Reservations granted: 195
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 71
Remaining moving in aisle: 33
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 75947
Longest unresolved passenger ID: 16
Longest unresolved row: 12
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 17
Longest dependency chain: P209(26H/RIGHT) -> P157(26G/RIGHT) -> P90(30E/RIGHT) -> P128(33I/RIGHT) -> P69(26I/RIGHT) -> P171(34H/RIGHT) -> P95(33H/RIGHT) -> P101(30H/RIGHT) -> P305(29H/RIGHT) -> P239(33F/RIGHT) -> P272(34J/RIGHT) -> P260(34E/RIGHT) -> P141(35H/RIGHT) -> P235(35J/RIGHT) -> P118(36I/RIGHT) -> P142(36J/RIGHT) -> P226(36D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 209
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 33
Total blocked ticks: 87344
Total stationary ticks: 365835
Seat-event requests: 2522
Failed seat-event starts: 2323

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 226
Critical blocker identity: P226->36D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 16
Critical tree size including blocker: 17
Critical tree depth: 17
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 36
Unresolved outside passengers: 71
Unresolved internal passengers outside critical tree: 19
Critical blocker tree:
P226(36D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P142(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P118(36I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P235(35J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P141(35H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P260(34E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P272(34J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P239(33F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P305(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P101(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P95(33H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P171(34H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P69(26I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P128(33I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P90(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P157(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P209(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 2214
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 3
Critical blocker required yield tiles: 37|38|39
Critical blocker unavailable yield tiles: 37|38|39
Critical blocker yield-tile occupants: -1|-1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 2214
Rear-boundary failures: 109
Middle-bank reservation failures: 5
Active-event deferrals: 583
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 37|38|39
Current unavailable yield tiles: 37|38|39
Current yield-tile occupants: -1|-1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2527\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 2221\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 07 | standardDataset=295/306 (96.41%) | rearBoundaryRiskFirstDataset=199/306 (65.03%) | seatedDelta=-96 | completionDelta=-31.37% | outsideDelta=+71 | clustersDetected=3 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | rearBoundaryRiskFirstWorse=true | standardFamily=LINKED_ROW_EVENT_CHAIN | rearBoundaryRiskFirstFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:26
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 8
Scenario seed: 670103010817026571

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.90%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2200
Passengers seated: 189/192
Average waiting ticks: 322.95
Longest waiting passenger: P153->27F(LEFT)
Longest waiting ticks: 2154

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1611
Regions dissolved: 0
Repeated reconstructions avoided: 1611
Largest region lifetime: 1612
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1612:occupied=3
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1554
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1330
Maximum occupied tiles: 12
Seat events: 90
Single-blocker events: 23
Multiple-blocker events: 2
Temporary aisle reoccupations: 28

RIGHT AISLE
-----------
Total moves: 1460
Maximum occupied tiles: 11
Seat events: 99
Single-blocker events: 26
Multiple-blocker events: 6
Temporary aisle reoccupations: 38

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1716
Reservations granted: 1714
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 3870
Longest unresolved passenger ID: 17
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P17(30A/LEFT) -> P18(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 17
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 9213
Total stationary ticks: 66467
Seat-event requests: 1811
Failed seat-event starts: 1622

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 18
Critical blocker identity: P18->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P18(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P17(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1558
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31|32
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1558
Rear-boundary failures: 64
Middle-bank reservation failures: 2
Active-event deferrals: 584
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31|32
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1813\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 1561\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:26
Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 8
Scenario seed: 670103010817026571

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET
Row-zone concentration (diagnostic control): 34.90%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2201
Passengers seated: 189/192
Average waiting ticks: 322.55
Longest waiting passenger: P153->27F(LEFT)
Longest waiting ticks: 2155

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2107
Regions dissolved: 0
Repeated reconstructions avoided: 2107
Largest region lifetime: 2108
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2108:occupied=3
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1555
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1330
Maximum occupied tiles: 12
Seat events: 90
Single-blocker events: 22
Multiple-blocker events: 2
Temporary aisle reoccupations: 27

RIGHT AISLE
-----------
Total moves: 1460
Maximum occupied tiles: 11
Seat events: 99
Single-blocker events: 27
Multiple-blocker events: 6
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1817
Reservations granted: 1815
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 4248
Longest unresolved passenger ID: 17
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P17(30A/LEFT) -> P18(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 17
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 10039
Total stationary ticks: 66838
Seat-event requests: 1912
Failed seat-event starts: 1723

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 18
Critical blocker identity: P18->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P18(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P17(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1559
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31|32
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1559
Rear-boundary failures: 164
Middle-bank reservation failures: 2
Active-event deferrals: 803
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31|32
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1914\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1561\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 08 | standardDataset=189/192 (98.44%) | rearBoundaryRiskFirstDataset=189/192 (98.44%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskFirstWorse=false | standardFamily=REAR_BOUNDARY_LOCK | rearBoundaryRiskFirstFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:26
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 9
Scenario seed: -6506710025131873420

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 94.33%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2454
Passengers seated: 260/282
Average waiting ticks: 467.09
Longest waiting passenger: P16->32A(LEFT)
Longest waiting ticks: 2395

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 20
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 22
Selected release potential total: 2
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1876
Regions dissolved: 1
Repeated reconstructions avoided: 1876
Largest region lifetime: 1848
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1848:occupied=22
Confirmation deferral ticks: 2
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1621
State changes reopening evaluation: 19
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2280
Maximum occupied tiles: 25
Seat events: 127
Single-blocker events: 37
Multiple-blocker events: 9
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2003
Maximum occupied tiles: 13
Seat events: 133
Single-blocker events: 33
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 91
Reservations granted: 90
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 21
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 34482
Longest unresolved passenger ID: 98
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 22
Longest dependency chain: P146(19A/LEFT) -> P188(18B/LEFT) -> P15(30D/LEFT) -> P281(17E/LEFT) -> P23(30E/LEFT) -> P225(25A/LEFT) -> P137(27E/LEFT) -> P48(19C/LEFT) -> P218(25E/LEFT) -> P126(22B/LEFT) -> P112(24C/LEFT) -> P116(28C/LEFT) -> P86(27C/LEFT) -> P159(27B/LEFT) -> P238(29B/LEFT) -> P246(29F/LEFT) -> P177(31A/LEFT) -> P73(30F/LEFT) -> P191(30A/LEFT) -> P260(31D/LEFT) -> P98(32F/LEFT) -> P16(32A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 146
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 21
Total blocked ticks: 42070
Total stationary ticks: 169663
Seat-event requests: 1961
Failed seat-event starts: 1701

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 16
Critical blocker identity: P16->32A(LEFT)
Direct fan-out: 1
Total indirect descendants: 21
Critical tree size including blocker: 22
Critical tree depth: 22
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 22
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P16(32A/LEFT/WAITING_FOR_SEAT_EVENT)
  P98(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P260(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P191(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P73(30F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P177(31A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P246(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P238(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P159(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P86(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P116(28C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P112(24C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P126(22B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P218(25E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P48(19C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P137(27E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P225(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P23(30E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P281(17E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P15(30D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P188(18B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P146(19A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1690
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 33|34
Critical blocker unavailable yield tiles: 33|34
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1690
Middle-bank reservation failures: 1
Active-event deferrals: 963
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 33|34
Current unavailable yield tiles: 33|34
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1961\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:26
Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 9
Scenario seed: -6506710025131873420

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 94.33%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2157
Passengers seated: 148/282
Average waiting ticks: 808.06
Longest waiting passenger: P15->30D(LEFT)
Longest waiting ticks: 2157

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 34
Cluster candidates evaluated: 24
Executable cluster candidates: 0
Rejected cluster candidates: 24
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 32
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=LOWER_HIERARCHICAL_PRIORITY_DEFERRED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 4159
Regions dissolved: 1
Repeated reconstructions avoided: 4159
Largest region lifetime: 2080
Maximum simultaneous active regions: 3
Regions active at termination: 2
Last lifecycle event: UPDATE:R2:age=2067:occupied=32
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1831
State changes reopening evaluation: 32
Region priority competitions: 1673
Regions ranked: 3346
Hierarchical selections: 1673
Lower-priority evaluations deferred: 1618
Highest selected priority score: 35310
Left/right priority wins: 1673/0
Priority ties: 1416
Last priority decision: LEFT:R1:score=35310 | RIGHT:R2:score=35310 | selected=LEFT

LEFT AISLE
----------
Total moves: 1223
Maximum occupied tiles: 32
Seat events: 60
Single-blocker events: 12
Multiple-blocker events: 4
Temporary aisle reoccupations: 20

RIGHT AISLE
-----------
Total moves: 1623
Maximum occupied tiles: 32
Seat events: 88
Single-blocker events: 19
Multiple-blocker events: 4
Temporary aisle reoccupations: 27

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 3246
Reservations granted: 3242
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 70
Remaining moving in aisle: 58
Remaining waiting at row: 6
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 98577
Longest unresolved passenger ID: 15
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 19
Longest dependency chain: P274(10B/LEFT) -> P54(18C/LEFT) -> P89(7B/LEFT) -> P74(10D/LEFT) -> P231(8C/LEFT) -> P169(25D/LEFT) -> P38(15C/LEFT) -> P45(29C/LEFT) -> P56(18E/LEFT) -> P35(28B/LEFT) -> P102(28A/LEFT) -> P175(17B/LEFT) -> P241(24B/LEFT) -> P58(24A/LEFT) -> P14(23F/LEFT) -> P213(30C/LEFT) -> P247(25B/LEFT) -> P84(26E/LEFT) -> P110(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 274
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 58
Total blocked ticks: 112793
Total stationary ticks: 328456
Seat-event requests: 3647
Failed seat-event starts: 3499

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 110
Critical blocker identity: P110->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 18
Critical tree size including blocker: 19
Critical tree depth: 19
Frozen internal components: 6
Terminal WAITING_FOR_SEAT_EVENT nodes: 6
Unresolved internal passengers: 64
Unresolved outside passengers: 70
Unresolved internal passengers outside critical tree: 45
Critical blocker tree:
P110(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P84(26E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P247(25B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P213(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P14(23F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P58(24A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P241(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P175(17B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P102(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P35(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P56(18E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P45(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P38(15C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P169(25D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P231(8C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P74(10D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P89(7B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P54(18C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P274(10B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 3247
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 22|23
Critical blocker unavailable yield tiles: 22|23
Critical blocker yield-tile occupants: 64|81
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 4
Yield-tile occupied failures: 3247
Rear-boundary failures: 252
Middle-bank reservation failures: 4
Active-event deferrals: 1143
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 11
Yield-occupant trace: yieldOccupant[64]: P64(23B/LEFT/MOVING_IN_AISLE@tile22) -> P81(28F/LEFT/MOVING_IN_AISLE@tile23) -> P244(26A/LEFT/MOVING_IN_AISLE@tile24) -> P42(27A/LEFT/MOVING_IN_AISLE@tile25) -> P7(30B/LEFT/MOVING_IN_AISLE@tile26) -> P63(28E/LEFT/MOVING_IN_AISLE@tile27) -> P109(29A/LEFT/MOVING_IN_AISLE@tile28) -> P177(31A/LEFT/MOVING_IN_AISLE@tile29) -> P260(31D/LEFT/MOVING_IN_AISLE@tile30) -> P98(32F/LEFT/MOVING_IN_AISLE@tile31) -> P16(32A/LEFT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[81]: P81(28F/LEFT/MOVING_IN_AISLE@tile23) -> P244(26A/LEFT/MOVING_IN_AISLE@tile24) -> P42(27A/LEFT/MOVING_IN_AISLE@tile25) -> P7(30B/LEFT/MOVING_IN_AISLE@tile26) -> P63(28E/LEFT/MOVING_IN_AISLE@tile27) -> P109(29A/LEFT/MOVING_IN_AISLE@tile28) -> P177(31A/LEFT/MOVING_IN_AISLE@tile29) -> P260(31D/LEFT/MOVING_IN_AISLE@tile30) -> P98(32F/LEFT/MOVING_IN_AISLE@tile31) -> P16(32A/LEFT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P16->32A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P64{seat=23B,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=22,directBlocker=81,lastMoveTick=367,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P81{seat=28F,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=23,directBlocker=244,lastMoveTick=366,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 22|23
Current unavailable yield tiles: 22|23
Current yield-tile occupants: 64|81
Final row-event chain: 110|64|81|244|42|7|63|109|177|260|98|16
Final row-event chain length: 12
Distinct row events in chain: 12
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 6
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3652\nPrecedence substitutions made: 1\nDependency chains followed: 158\nBlocked by waiting-row occupant: 158\nSubstituted events started: 1\nOccupied-space rejections: 3406\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 09 | standardDataset=260/282 (92.20%) | rearBoundaryRiskFirstDataset=148/282 (52.48%) | seatedDelta=-112 | completionDelta=-39.72% | outsideDelta=+70 | clustersDetected=3 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskFirstWorse=true | standardFamily=REAR_BOUNDARY_LOCK | rearBoundaryRiskFirstFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:26
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 10
Scenario seed: -6315182042509219148

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.35%
Blocker-prone seat share (topology component): 74.51%
Aisle-assignment balance: 87.25%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 805
Passengers seated: 204/204
Average waiting ticks: 335.21
Longest waiting passenger: P99->4B(LEFT)
Longest waiting ticks: 761

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 7
Selected release potential total: 6
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 55
Regions dissolved: 2
Repeated reconstructions avoided: 55
Largest region lifetime: 39
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1609
Maximum occupied tiles: 10
Seat events: 115
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1313
Maximum occupied tiles: 12
Seat events: 89
Single-blocker events: 27
Multiple-blocker events: 6
Temporary aisle reoccupations: 40

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 112
Reservations granted: 112
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3661
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4628
Total stationary ticks: 71510
Seat-event requests: 217
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 427
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 427
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 216\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:26
Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 10
Scenario seed: -6315182042509219148

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET
Row-zone concentration (diagnostic control): 32.35%
Blocker-prone seat share (topology component): 74.51%
Aisle-assignment balance: 87.25%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2206
Passengers seated: 186/204
Average waiting ticks: 339.07
Longest waiting passenger: P10->26F(LEFT)
Longest waiting ticks: 2165

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 22
Cluster candidates evaluated: 18
Executable cluster candidates: 1
Rejected cluster candidates: 17
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 18
Selected release potential total: 6
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 2182
Regions dissolved: 2
Repeated reconstructions avoided: 2182
Largest region lifetime: 2128
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2128:occupied=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1662
State changes reopening evaluation: 20
Region priority competitions: 1
Regions ranked: 2
Hierarchical selections: 1
Lower-priority evaluations deferred: 0
Highest selected priority score: 6619
Left/right priority wins: 1/0
Priority ties: 0
Last priority decision: LEFT:R1:score=6619 | RIGHT:R2:score=3310 | selected=LEFT

LEFT AISLE
----------
Total moves: 1546
Maximum occupied tiles: 24
Seat events: 97
Single-blocker events: 23
Multiple-blocker events: 2
Temporary aisle reoccupations: 27

RIGHT AISLE
-----------
Total moves: 1313
Maximum occupied tiles: 12
Seat events: 89
Single-blocker events: 27
Multiple-blocker events: 6
Temporary aisle reoccupations: 40

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1785
Reservations granted: 1785
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 16
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 27242
Longest unresolved passenger ID: 177
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 14
Longest dependency chain: P123(17E/LEFT) -> P87(26C/LEFT) -> P30(18C/LEFT) -> P117(17F/LEFT) -> P121(25A/LEFT) -> P122(27C/LEFT) -> P108(25C/LEFT) -> P203(21F/LEFT) -> P46(28A/LEFT) -> P38(23D/LEFT) -> P13(27A/LEFT) -> P104(26B/LEFT) -> P106(27F/LEFT) -> P10(26F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 123
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 16
Total blocked ticks: 35027
Total stationary ticks: 98920
Seat-event requests: 1884
Failed seat-event starts: 1698

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 10
Critical blocker identity: P10->26F(LEFT)
Direct fan-out: 1
Total indirect descendants: 13
Critical tree size including blocker: 14
Critical tree depth: 14
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 18
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P10(26F/LEFT/WAITING_FOR_SEAT_EVENT)
  P106(27F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P104(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P13(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P38(23D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P46(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P203(21F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P108(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P122(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P121(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P117(17F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P30(18C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P87(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P123(17E/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1604
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 27|28
Critical blocker unavailable yield tiles: 27|28
Critical blocker yield-tile occupants: 129|27
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1604
Rear-boundary failures: 94
Middle-bank reservation failures: 0
Active-event deferrals: 903
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 4
Yield-occupant trace: yieldOccupant[129]: P129(28B/LEFT/MOVING_IN_AISLE@tile27) -> P27(29B/LEFT/MOVING_IN_AISLE@tile28) -> P177(30F/LEFT/MOVING_IN_AISLE@tile29) -> P157(30E/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[27]: P27(29B/LEFT/MOVING_IN_AISLE@tile28) -> P177(30F/LEFT/MOVING_IN_AISLE@tile29) -> P157(30E/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P157->30E(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=28B,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=27,lastMoveTick=310,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P27{seat=29B,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=28,directBlocker=177,lastMoveTick=74,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 27|28
Current unavailable yield tiles: 27|28
Current yield-tile occupants: 129|27
Final row-event chain: 10|129|27|177|157
Final row-event chain length: 5
Distinct row events in chain: 5
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1884\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 1605\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 10 | standardDataset=204/204 (100.00%) | rearBoundaryRiskFirstDataset=186/204 (91.18%) | seatedDelta=-18 | completionDelta=-8.82% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | rearBoundaryRiskFirstWorse=true | standardFamily=COMPLETE_CABIN | rearBoundaryRiskFirstFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 11
Scenario seed: 5928433874506025117

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 74.56%
Aisle-assignment balance: 99.12%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 806
Passengers seated: 228/228
Average waiting ticks: 370.60
Longest waiting passenger: P143->1H(RIGHT)
Longest waiting ticks: 752

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1637
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 26
Multiple-blocker events: 10
Temporary aisle reoccupations: 47

RIGHT AISLE
-----------
Total moves: 1655
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 25
Multiple-blocker events: 8
Temporary aisle reoccupations: 45

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 121
Reservations granted: 121
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4150
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5224
Total stationary ticks: 88021
Seat-event requests: 236
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 519
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 519
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 236\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:27
Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 11
Scenario seed: 5928433874506025117

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 74.56%
Aisle-assignment balance: 99.12%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 805
Passengers seated: 228/228
Average waiting ticks: 369.55
Longest waiting passenger: P143->1H(RIGHT)
Longest waiting ticks: 757

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1637
Maximum occupied tiles: 14
Seat events: 115
Single-blocker events: 26
Multiple-blocker events: 10
Temporary aisle reoccupations: 47

RIGHT AISLE
-----------
Total moves: 1655
Maximum occupied tiles: 12
Seat events: 113
Single-blocker events: 25
Multiple-blocker events: 8
Temporary aisle reoccupations: 45

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 124
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4295
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5485
Total stationary ticks: 88027
Seat-event requests: 241
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 518
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 3
Middle-bank reservation failures: 4
Active-event deferrals: 518
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 11 | standardDataset=228/228 (100.00%) | rearBoundaryRiskFirstDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskFirstWorse=false | standardFamily=COMPLETE_CABIN | rearBoundaryRiskFirstFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 12
Scenario seed: 5649502917639410702

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2754
Passengers seated: 350/353
Average waiting ticks: 598.70
Longest waiting passenger: P107->32D(RIGHT)
Longest waiting ticks: 2685

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 20
Regions dissolved: 2
Repeated reconstructions avoided: 20
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3180
Maximum occupied tiles: 13
Seat events: 175
Single-blocker events: 46
Multiple-blocker events: 26
Temporary aisle reoccupations: 102

RIGHT AISLE
-----------
Total moves: 3006
Maximum occupied tiles: 13
Seat events: 175
Single-blocker events: 48
Multiple-blocker events: 24
Temporary aisle reoccupations: 98

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1668
Reservations granted: 1668
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7604
Longest unresolved passenger ID: 234
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P234(32I/RIGHT) -> P107(32D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 234
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13965
Total stationary ticks: 219392
Seat-event requests: 1892
Failed seat-event starts: 1542

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 107
Critical blocker identity: P107->32D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P107(32D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P234(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1541
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 33|34|35
Critical blocker unavailable yield tiles: 35
Critical blocker yield-tile occupants: 297
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1541
Rear-boundary failures: 1
Middle-bank reservation failures: 0
Active-event deferrals: 895
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[297]: P297(35J/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P297->35J(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P297{seat=35J,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=1225,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 33|34|35
Current unavailable yield tiles: 35
Current yield-tile occupants: 297
Final row-event chain: 107|297
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1891\nPrecedence substitutions made: 4\nDependency chains followed: 1522\nBlocked by waiting-row occupant: 1522\nSubstituted events started: 5\nOccupied-space rejections: 1545\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:27
Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 12
Scenario seed: 5649502917639410702

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1272
Passengers seated: 353/353
Average waiting ticks: 591.90
Longest waiting passenger: P56->7E(RIGHT)
Longest waiting ticks: 1223

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 20
Regions dissolved: 2
Repeated reconstructions avoided: 20
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3180
Maximum occupied tiles: 14
Seat events: 175
Single-blocker events: 47
Multiple-blocker events: 26
Temporary aisle reoccupations: 103

RIGHT AISLE
-----------
Total moves: 3007
Maximum occupied tiles: 14
Seat events: 178
Single-blocker events: 48
Multiple-blocker events: 26
Temporary aisle reoccupations: 103

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 155
Reservations granted: 151
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7942
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9728
Total stationary ticks: 215795
Seat-event requests: 376
Failed seat-event starts: 23

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 866
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 22
Rear-boundary failures: 1
Middle-bank reservation failures: 4
Active-event deferrals: 866
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 379\nPrecedence substitutions made: 4\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 27\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 12 | standardDataset=350/353 (99.15%) | rearBoundaryRiskFirstDataset=353/353 (100.00%) | seatedDelta=+3 | completionDelta=+0.85% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=true | rearBoundaryRiskFirstWorse=false | standardFamily=LINKED_ROW_EVENT_CHAIN | rearBoundaryRiskFirstFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 13
Scenario seed: -1392695370116089542

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.29%
Blocker-prone seat share (topology component): 75.52%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 695
Passengers seated: 192/192
Average waiting ticks: 309.96
Longest waiting passenger: P78->15F(LEFT)
Longest waiting ticks: 653

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1439
Maximum occupied tiles: 12
Seat events: 99
Single-blocker events: 23
Multiple-blocker events: 8
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1340
Maximum occupied tiles: 11
Seat events: 93
Single-blocker events: 25
Multiple-blocker events: 6
Temporary aisle reoccupations: 37

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3570
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4522
Total stationary ticks: 62568
Seat-event requests: 194
Failed seat-event starts: 2

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 463
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 2
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 463
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 194\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 3\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:27
Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 13
Scenario seed: -1392695370116089542

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET
Row-zone concentration (diagnostic control): 32.29%
Blocker-prone seat share (topology component): 75.52%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2195
Passengers seated: 179/192
Average waiting ticks: 340.25
Longest waiting passenger: P79->27H(RIGHT)
Longest waiting ticks: 2149

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 15
Cluster candidates evaluated: 37
Executable cluster candidates: 1
Rejected cluster candidates: 36
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 13
Selected release potential total: 4
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 2116
Regions dissolved: 1
Repeated reconstructions avoided: 2116
Largest region lifetime: 2102
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2102:occupied=13
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1736
State changes reopening evaluation: 13
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1439
Maximum occupied tiles: 13
Seat events: 99
Single-blocker events: 22
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1307
Maximum occupied tiles: 18
Seat events: 80
Single-blocker events: 19
Multiple-blocker events: 4
Temporary aisle reoccupations: 27

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 131
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 9
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16208
Longest unresolved passenger ID: 181
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 9
Longest dependency chain: P156(26F/RIGHT) -> P2(26D/RIGHT) -> P189(21G/RIGHT) -> P160(24C/RIGHT) -> P72(25H/RIGHT) -> P62(26C/RIGHT) -> P183(28G/RIGHT) -> P103(28H/RIGHT) -> P59(26H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 156
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 9
Total blocked ticks: 28408
Total stationary ticks: 84166
Seat-event requests: 1942
Failed seat-event starts: 1763

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 59
Critical blocker identity: P59->26H(RIGHT)
Direct fan-out: 1
Total indirect descendants: 8
Critical tree size including blocker: 9
Critical tree depth: 9
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 13
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P59(26H/RIGHT/WAITING_FOR_SEAT_EVENT)
  P103(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P183(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P62(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P72(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P160(24C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P189(21G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P2(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P156(26F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1729
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 27
Critical blocker unavailable yield tiles: 27
Critical blocker yield-tile occupants: 79
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1729
Rear-boundary failures: 34
Middle-bank reservation failures: 0
Active-event deferrals: 1430
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[79]: P79(27H/RIGHT/WAITING_AT_ROW@tile27) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P79->27H(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P79{seat=27H,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=27,directBlocker=-1,lastMoveTick=200,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 27
Current unavailable yield tiles: 27
Current yield-tile occupants: 79
Final row-event chain: 59|79
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1941\nPrecedence substitutions made: 3\nDependency chains followed: 1736\nBlocked by waiting-row occupant: 1736\nSubstituted events started: 4\nOccupied-space rejections: 6930\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 13 | standardDataset=192/192 (100.00%) | rearBoundaryRiskFirstDataset=179/192 (93.23%) | seatedDelta=-13 | completionDelta=-6.77% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | rearBoundaryRiskFirstWorse=true | standardFamily=COMPLETE_CABIN | rearBoundaryRiskFirstFamily=LINKED_ROW_EVENT_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 14
Scenario seed: -4180753517280800107

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.74%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 833
Passengers seated: 235/235
Average waiting ticks: 385.43
Longest waiting passenger: P55->10C(LEFT)
Longest waiting ticks: 798

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 7
Regions dissolved: 1
Repeated reconstructions avoided: 7
Largest region lifetime: 8
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=8
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1778
Maximum occupied tiles: 14
Seat events: 119
Single-blocker events: 31
Multiple-blocker events: 12
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 1626
Maximum occupied tiles: 10
Seat events: 116
Single-blocker events: 22
Multiple-blocker events: 10
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 123
Reservations granted: 123
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4458
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5621
Total stationary ticks: 94333
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 612
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 612
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 241\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:27
Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 14
Scenario seed: -4180753517280800107

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.74%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2240
Passengers seated: 156/235
Average waiting ticks: 620.40
Longest waiting passenger: P6->14C(LEFT)
Longest waiting ticks: 2240

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 35
Cluster candidates evaluated: 19
Executable cluster candidates: 0
Rejected cluster candidates: 19
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 29
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=LOWER_HIERARCHICAL_PRIORITY_DEFERRED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 4320
Regions dissolved: 1
Repeated reconstructions avoided: 4320
Largest region lifetime: 2170
Maximum simultaneous active regions: 3
Regions active at termination: 2
Last lifecycle event: UPDATE:R2:age=2145:occupied=15
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1945
State changes reopening evaluation: 33
Region priority competitions: 1698
Regions ranked: 3396
Hierarchical selections: 1698
Lower-priority evaluations deferred: 1636
Highest selected priority score: 32010
Left/right priority wins: 1698/0
Priority ties: 0
Last priority decision: LEFT:R1:score=32010 | RIGHT:R2:score=16610 | selected=LEFT

LEFT AISLE
----------
Total moves: 1094
Maximum occupied tiles: 29
Seat events: 55
Single-blocker events: 12
Multiple-blocker events: 1
Temporary aisle reoccupations: 14

RIGHT AISLE
-----------
Total moves: 1581
Maximum occupied tiles: 20
Seat events: 101
Single-blocker events: 20
Multiple-blocker events: 5
Temporary aisle reoccupations: 32

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 3706
Reservations granted: 3704
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 35
Remaining moving in aisle: 41
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 75875
Longest unresolved passenger ID: 6
Longest unresolved row: 14
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 19
Longest dependency chain: P34(27F/LEFT) -> P98(13B/LEFT) -> P64(16F/LEFT) -> P187(12F/LEFT) -> P35(12E/LEFT) -> P160(7B/LEFT) -> P12(20B/LEFT) -> P105(16D/LEFT) -> P169(25A/LEFT) -> P4(15B/LEFT) -> P128(15C/LEFT) -> P222(26B/LEFT) -> P152(20D/LEFT) -> P127(23B/LEFT) -> P14(25C/LEFT) -> P197(17A/LEFT) -> P71(19A/LEFT) -> P3(28F/LEFT) -> P67(19F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 34
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 41
Total blocked ticks: 85449
Total stationary ticks: 223914
Seat-event requests: 3783
Failed seat-event starts: 3627

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 67
Critical blocker identity: P67->19F(LEFT)
Direct fan-out: 1
Total indirect descendants: 18
Critical tree size including blocker: 19
Critical tree depth: 19
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 44
Unresolved outside passengers: 35
Unresolved internal passengers outside critical tree: 25
Critical blocker tree:
P67(19F/LEFT/WAITING_FOR_SEAT_EVENT)
  P3(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P71(19A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P197(17A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P14(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P127(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P152(20D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P222(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P128(15C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P4(15B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P169(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P105(16D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P12(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P160(7B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P35(12E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P187(12F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P64(16F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P98(13B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P34(27F/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1838
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 20|21
Critical blocker unavailable yield tiles: 20|21
Critical blocker yield-tile occupants: 148|113
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1838
Rear-boundary failures: 1789
Middle-bank reservation failures: 2
Active-event deferrals: 946
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 10
Yield-occupant trace: yieldOccupant[148]: P148(21A/LEFT/MOVING_IN_AISLE@tile20) -> P113(22F/LEFT/MOVING_IN_AISLE@tile21) -> P186(28A/LEFT/MOVING_IN_AISLE@tile22) -> P156(25B/LEFT/MOVING_IN_AISLE@tile23) -> P94(28C/LEFT/MOVING_IN_AISLE@tile24) -> P188(27A/LEFT/MOVING_IN_AISLE@tile25) -> P190(27D/LEFT/MOVING_IN_AISLE@tile26) -> P31(30B/LEFT/MOVING_IN_AISLE@tile27) -> P209(30A/LEFT/MOVING_IN_AISLE@tile28) -> P86(29F/LEFT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[113]: P113(22F/LEFT/MOVING_IN_AISLE@tile21) -> P186(28A/LEFT/MOVING_IN_AISLE@tile22) -> P156(25B/LEFT/MOVING_IN_AISLE@tile23) -> P94(28C/LEFT/MOVING_IN_AISLE@tile24) -> P188(27A/LEFT/MOVING_IN_AISLE@tile25) -> P190(27D/LEFT/MOVING_IN_AISLE@tile26) -> P31(30B/LEFT/MOVING_IN_AISLE@tile27) -> P209(30A/LEFT/MOVING_IN_AISLE@tile28) -> P86(29F/LEFT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P86->29F(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P148{seat=21A,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=20,directBlocker=113,lastMoveTick=339,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P113{seat=22F,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=21,directBlocker=186,lastMoveTick=321,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 20|21
Current unavailable yield tiles: 20|21
Current yield-tile occupants: 148|113
Final row-event chain: 67|148|113|186|156|94|188|190|31|209|86
Final row-event chain length: 11
Distinct row events in chain: 11
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3785\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 1838\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 14 | standardDataset=235/235 (100.00%) | rearBoundaryRiskFirstDataset=156/235 (66.38%) | seatedDelta=-79 | completionDelta=-33.62% | outsideDelta=+35 | clustersDetected=3 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskFirstWorse=true | standardFamily=COMPLETE_CABIN | rearBoundaryRiskFirstFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 15
Scenario seed: -8363363791708416049

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.29%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 91.67%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 733
Passengers seated: 192/192
Average waiting ticks: 313.20
Longest waiting passenger: P176->6E(LEFT)
Longest waiting ticks: 690

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1475
Maximum occupied tiles: 11
Seat events: 104
Single-blocker events: 29
Multiple-blocker events: 9
Temporary aisle reoccupations: 48

RIGHT AISLE
-----------
Total moves: 1323
Maximum occupied tiles: 11
Seat events: 88
Single-blocker events: 23
Multiple-blocker events: 3
Temporary aisle reoccupations: 29

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 99
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3530
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4162
Total stationary ticks: 62994
Seat-event requests: 192
Failed seat-event starts: 0

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 336
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 0
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 336
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 195\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 2\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:27
Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 15
Scenario seed: -8363363791708416049

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET
Row-zone concentration (diagnostic control): 32.29%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 91.67%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2141
Passengers seated: 152/192
Average waiting ticks: 399.02
Longest waiting passenger: P10->19B(LEFT)
Longest waiting ticks: 2141

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 36
Cluster candidates evaluated: 36
Executable cluster candidates: 0
Rejected cluster candidates: 36
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 30
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2080
Regions dissolved: 0
Repeated reconstructions avoided: 2080
Largest region lifetime: 2081
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2081:occupied=30
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1752
State changes reopening evaluation: 35
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1129
Maximum occupied tiles: 30
Seat events: 64
Single-blocker events: 17
Multiple-blocker events: 3
Temporary aisle reoccupations: 23

RIGHT AISLE
-----------
Total moves: 1323
Maximum occupied tiles: 11
Seat events: 88
Single-blocker events: 24
Multiple-blocker events: 2
Temporary aisle reoccupations: 28

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1871
Reservations granted: 1866
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 10
Remaining moving in aisle: 28
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 49168
Longest unresolved passenger ID: 10
Longest unresolved row: 19
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 29
Longest dependency chain: P8(23F/LEFT) -> P155(4D/LEFT) -> P135(22C/LEFT) -> P39(19D/LEFT) -> P37(11A/LEFT) -> P133(8E/LEFT) -> P145(16A/LEFT) -> P140(24C/LEFT) -> P15(15F/LEFT) -> P22(16F/LEFT) -> P149(22A/LEFT) -> P72(27F/LEFT) -> P49(23B/LEFT) -> P75(25D/LEFT) -> P177(21E/LEFT) -> P168(18C/LEFT) -> P12(21A/LEFT) -> P98(26A/LEFT) -> P151(27C/LEFT) -> P121(25B/LEFT) -> P134(28C/LEFT) -> P131(26B/LEFT) -> P170(28A/LEFT) -> P17(28B/LEFT) -> P90(26C/LEFT) -> P56(27B/LEFT) -> P99(28F/LEFT) -> P102(30C/LEFT) -> P110(29E/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 8
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 28
Total blocked ticks: 56275
Total stationary ticks: 127674
Seat-event requests: 1940
Failed seat-event starts: 1788

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 110
Critical blocker identity: P110->29E(LEFT)
Direct fan-out: 1
Total indirect descendants: 28
Critical tree size including blocker: 29
Critical tree depth: 29
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 30
Unresolved outside passengers: 10
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P110(29E/LEFT/WAITING_FOR_SEAT_EVENT)
  P102(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P99(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P56(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P90(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P17(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P170(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P131(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P134(28C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P121(25B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P151(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P98(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P12(21A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P168(18C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P177(21E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P75(25D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P49(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P72(27F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P149(22A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P22(16F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P15(15F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P140(24C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P145(16A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P133(8E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                P37(11A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P39(19D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P135(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P155(4D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P8(23F/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1779
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 30|31
Critical blocker yield-tile occupants: 69|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 9
Rear-boundary failures: 1779
Middle-bank reservation failures: 5
Active-event deferrals: 756
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[69]: P69(30A/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P69->30A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: P69{seat=30A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=53,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 30|31
Current yield-tile occupants: 69|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 1\nDependency chains followed: 1792\nBlocked by waiting-row occupant: 1792\nSubstituted events started: 2\nOccupied-space rejections: 1791\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 15 | standardDataset=192/192 (100.00%) | rearBoundaryRiskFirstDataset=152/192 (79.17%) | seatedDelta=-40 | completionDelta=-20.83% | outsideDelta=+10 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskFirstWorse=true | standardFamily=COMPLETE_CABIN | rearBoundaryRiskFirstFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 16
Scenario seed: 5610707269114899913

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.36%
Blocker-prone seat share (topology component): 59.94%
Aisle-assignment balance: 93.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1310
Passengers seated: 342/342
Average waiting ticks: 585.71
Longest waiting passenger: P327->16I(RIGHT)
Longest waiting ticks: 1252

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2898
Maximum occupied tiles: 14
Seat events: 160
Single-blocker events: 34
Multiple-blocker events: 23
Temporary aisle reoccupations: 82

RIGHT AISLE
-----------
Total moves: 3163
Maximum occupied tiles: 12
Seat events: 182
Single-blocker events: 55
Multiple-blocker events: 25
Temporary aisle reoccupations: 108

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 145
Reservations granted: 145
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7265
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8592
Total stationary ticks: 206306
Seat-event requests: 358
Failed seat-event starts: 16

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 726
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 16
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 726
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 358\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:27
Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 16
Scenario seed: 5610707269114899913

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET
Row-zone concentration (diagnostic control): 28.36%
Blocker-prone seat share (topology component): 59.94%
Aisle-assignment balance: 93.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2664
Passengers seated: 220/342
Average waiting ticks: 1020.77
Longest waiting passenger: P7->23H(RIGHT)
Longest waiting ticks: 2664

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 37
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 35
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2568
Regions dissolved: 0
Repeated reconstructions avoided: 2568
Largest region lifetime: 2569
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2569:occupied=35
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 2284
State changes reopening evaluation: 36
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2898
Maximum occupied tiles: 14
Seat events: 160
Single-blocker events: 34
Multiple-blocker events: 16
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 1528
Maximum occupied tiles: 35
Seat events: 60
Single-blocker events: 7
Multiple-blocker events: 2
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 89
Reservations granted: 89
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 87
Remaining moving in aisle: 34
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 77031
Longest unresolved passenger ID: 7
Longest unresolved row: 23
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 35
Longest dependency chain: P159(31E/RIGHT) -> P121(12J/RIGHT) -> P213(28D/RIGHT) -> P270(10H/RIGHT) -> P336(27J/RIGHT) -> P70(25I/RIGHT) -> P127(22D/RIGHT) -> P5(26H/RIGHT) -> P153(13D/RIGHT) -> P50(33H/RIGHT) -> P55(16H/RIGHT) -> P144(17D/RIGHT) -> P85(19I/RIGHT) -> P122(19F/RIGHT) -> P235(18J/RIGHT) -> P157(22G/RIGHT) -> P310(32D/RIGHT) -> P92(20E/RIGHT) -> P100(29H/RIGHT) -> P325(31I/RIGHT) -> P256(22H/RIGHT) -> P38(28J/RIGHT) -> P98(24H/RIGHT) -> P331(25J/RIGHT) -> P131(29G/RIGHT) -> P296(28H/RIGHT) -> P330(29E/RIGHT) -> P173(34F/RIGHT) -> P298(33D/RIGHT) -> P54(31J/RIGHT) -> P317(33G/RIGHT) -> P268(34H/RIGHT) -> P262(35G/RIGHT) -> P3(36I/RIGHT) -> P44(35J/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 159
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 34
Total blocked ticks: 84967
Total stationary ticks: 429926
Seat-event requests: 2550
Failed seat-event starts: 2330

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 44
Critical blocker identity: P44->35J(RIGHT)
Direct fan-out: 1
Total indirect descendants: 34
Critical tree size including blocker: 35
Critical tree depth: 35
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 35
Unresolved outside passengers: 87
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P44(35J/RIGHT/WAITING_FOR_SEAT_EVENT)
  P3(36I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P262(35G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P268(34H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P317(33G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P54(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P298(33D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P173(34F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P330(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P296(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P131(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P331(25J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P98(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P38(28J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P256(22H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P325(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P100(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P92(20E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P310(32D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P157(22G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P235(18J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P122(19F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P85(19I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P144(17D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P55(16H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P50(33H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P153(13D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P5(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P127(22D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                          P70(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                            P336(27J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                              P270(10H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                                P213(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                                  P121(12J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                                    P159(31E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 2324
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 36|37
Critical blocker unavailable yield tiles: 37
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 6
Rear-boundary failures: 2324
Middle-bank reservation failures: 0
Active-event deferrals: 660
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 36|37
Current unavailable yield tiles: 37
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2550\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 16 | standardDataset=342/342 (100.00%) | rearBoundaryRiskFirstDataset=220/342 (64.33%) | seatedDelta=-122 | completionDelta=-35.67% | outsideDelta=+87 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskFirstWorse=true | standardFamily=COMPLETE_CABIN | rearBoundaryRiskFirstFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 17
Scenario seed: 907725059538740621

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 843
Passengers seated: 228/228
Average waiting ticks: 378.82
Longest waiting passenger: P116->10D(LEFT)
Longest waiting ticks: 812

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 3
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: LEFT:tiles8-12:occupied=4:anchor=P64:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 33
Regions dissolved: 1
Repeated reconstructions avoided: 33
Largest region lifetime: 34
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=34
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1719
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 27
Multiple-blocker events: 11
Temporary aisle reoccupations: 54

RIGHT AISLE
-----------
Total moves: 1617
Maximum occupied tiles: 11
Seat events: 110
Single-blocker events: 22
Multiple-blocker events: 6
Temporary aisle reoccupations: 35

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 126
Reservations granted: 122
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4181
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5226
Total stationary ticks: 89861
Seat-event requests: 235
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 546
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 546
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 239\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 7\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:27
Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 17
Scenario seed: 907725059538740621

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 849
Passengers seated: 228/228
Average waiting ticks: 385.95
Longest waiting passenger: P116->10D(LEFT)
Longest waiting ticks: 818

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1719
Maximum occupied tiles: 11
Seat events: 118
Single-blocker events: 27
Multiple-blocker events: 11
Temporary aisle reoccupations: 54

RIGHT AISLE
-----------
Total moves: 1617
Maximum occupied tiles: 11
Seat events: 110
Single-blocker events: 22
Multiple-blocker events: 6
Temporary aisle reoccupations: 35

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 120
Reservations granted: 118
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4138
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5156
Total stationary ticks: 91359
Seat-event requests: 231
Failed seat-event starts: 3

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 605
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 2
Rear-boundary failures: 1
Middle-bank reservation failures: 2
Active-event deferrals: 605
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 233\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 17 | standardDataset=228/228 (100.00%) | rearBoundaryRiskFirstDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskFirstWorse=false | standardFamily=COMPLETE_CABIN | rearBoundaryRiskFirstFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 18
Scenario seed: -343476783160017318

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 856
Passengers seated: 235/235
Average waiting ticks: 383.23
Longest waiting passenger: P52->20E(LEFT)
Longest waiting ticks: 819

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1738
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 32
Multiple-blocker events: 15
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 1641
Maximum occupied tiles: 12
Seat events: 113
Single-blocker events: 34
Multiple-blocker events: 4
Temporary aisle reoccupations: 42

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 124
Reservations granted: 123
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4218
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5216
Total stationary ticks: 93529
Seat-event requests: 240
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 504
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 504
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 241\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:27
Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 18
Scenario seed: -343476783160017318

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2341
Passengers seated: 179/235
Average waiting ticks: 591.95
Longest waiting passenger: P11->28F(RIGHT)
Longest waiting ticks: 2341

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 28
Cluster candidates evaluated: 40
Executable cluster candidates: 0
Rejected cluster candidates: 40
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 29
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 4554
Regions dissolved: 0
Repeated reconstructions avoided: 4554
Largest region lifetime: 2282
Maximum simultaneous active regions: 2
Regions active at termination: 2
Last lifecycle event: UPDATE:R2:age=2274:occupied=29
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1977
State changes reopening evaluation: 26
Region priority competitions: 1548
Regions ranked: 3096
Hierarchical selections: 1548
Lower-priority evaluations deferred: 1532
Highest selected priority score: 32010
Left/right priority wins: 0/1548
Priority ties: 0
Last priority decision: LEFT:R1:score=3410 | RIGHT:R2:score=32010 | selected=RIGHT

LEFT AISLE
----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 119
Single-blocker events: 32
Multiple-blocker events: 12
Temporary aisle reoccupations: 58

RIGHT AISLE
-----------
Total moves: 1074
Maximum occupied tiles: 29
Seat events: 60
Single-blocker events: 10
Multiple-blocker events: 0
Temporary aisle reoccupations: 10

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2284
Reservations granted: 2284
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 24
Remaining moving in aisle: 25
Remaining waiting at row: 7
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 50769
Longest unresolved passenger ID: 11
Longest unresolved row: 28
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P108(27D/RIGHT) -> P61(13G/RIGHT) -> P135(27H/RIGHT) -> P229(28H/RIGHT) -> P110(19H/RIGHT) -> P77(21F/RIGHT) -> P143(26E/RIGHT) -> P114(16G/RIGHT) -> P75(23H/RIGHT) -> P118(27F/RIGHT) -> P234(18C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 108
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 25
Total blocked ticks: 68675
Total stationary ticks: 192164
Seat-event requests: 3907
Failed seat-event starts: 3728

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 234
Critical blocker identity: P234->18C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 7
Terminal WAITING_FOR_SEAT_EVENT nodes: 7
Unresolved internal passengers: 32
Unresolved outside passengers: 24
Unresolved internal passengers outside critical tree: 21
Critical blocker tree:
P234(18C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P118(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P75(23H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P114(16G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P143(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P77(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P110(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P229(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P135(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P61(13G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P108(27D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 3653
Critical blocker final prerequisite: SIMULTANEOUS_MIDDLE_BANK_ARBITRATION_LOSS
Critical blocker required blockers: 2
Critical blocker required yield tiles: 19|20
Critical blocker unavailable yield tiles: 19|20
Critical blocker yield-tile occupants: 49|44
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 5
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 3653
Rear-boundary failures: 75
Middle-bank reservation failures: 0
Active-event deferrals: 1665
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 3
Yield-occupant trace: yieldOccupant[49]: P49(28G/RIGHT/MOVING_IN_AISLE@tile19) -> P44(22H/RIGHT/MOVING_IN_AISLE@tile20) -> P0(21C/RIGHT/WAITING_AT_ROW@tile21) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[44]: P44(22H/RIGHT/MOVING_IN_AISLE@tile20) -> P0(21C/RIGHT/WAITING_AT_ROW@tile21) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P0->21C(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: SIMULTANEOUS_MIDDLE_BANK_ARBITRATION_LOSS
Yield-occupant details: P49{seat=28G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=19,directBlocker=44,lastMoveTick=338,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P44{seat=22H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=20,directBlocker=0,lastMoveTick=337,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 19|20|21
Current unavailable yield tiles: 19|20|21
Current yield-tile occupants: 49|44|0
Final row-event chain: 234|49|44|0
Final row-event chain length: 4
Distinct row events in chain: 4
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 7
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3908\nPrecedence substitutions made: 1\nDependency chains followed: 1713\nBlocked by waiting-row occupant: 3246\nSubstituted events started: 2\nOccupied-space rejections: 10163\nMaximum scheduling-chain depth: 3\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 18 | standardDataset=235/235 (100.00%) | rearBoundaryRiskFirstDataset=179/235 (76.17%) | seatedDelta=-56 | completionDelta=-23.83% | outsideDelta=+24 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskFirstWorse=true | standardFamily=COMPLETE_CABIN | rearBoundaryRiskFirstFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 19
Scenario seed: 1672008013850667972

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.82%
Blocker-prone seat share (topology component): 77.45%
Aisle-assignment balance: 97.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 767
Passengers seated: 204/204
Average waiting ticks: 338.48
Longest waiting passenger: P31->29C(RIGHT)
Longest waiting ticks: 701

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 7
Selected release potential total: 8
Last cluster decision: LEFT:tiles1-8:occupied=6:anchor=P190:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 48
Regions dissolved: 2
Repeated reconstructions avoided: 48
Largest region lifetime: 41
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=41
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1470
Maximum occupied tiles: 11
Seat events: 99
Single-blocker events: 27
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1533
Maximum occupied tiles: 11
Seat events: 105
Single-blocker events: 29
Multiple-blocker events: 9
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 114
Reservations granted: 114
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3671
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4616
Total stationary ticks: 72054
Seat-event requests: 217
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 215\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:27
Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 19
Scenario seed: 1672008013850667972

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET
Row-zone concentration (diagnostic control): 33.82%
Blocker-prone seat share (topology component): 77.45%
Aisle-assignment balance: 97.06%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2249
Passengers seated: 133/204
Average waiting ticks: 689.57
Longest waiting passenger: P5->28E(LEFT)
Longest waiting ticks: 2249

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 33
Cluster candidates evaluated: 34
Executable cluster candidates: 1
Rejected cluster candidates: 33
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 30
Selected release potential total: 2
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 3757
Regions dissolved: 1
Repeated reconstructions avoided: 3757
Largest region lifetime: 2185
Maximum simultaneous active regions: 2
Regions active at termination: 2
Last lifecycle event: TRACK:R3:age=1566:localMembers=2
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 2025
State changes reopening evaluation: 32
Region priority competitions: 2
Regions ranked: 4
Hierarchical selections: 2
Lower-priority evaluations deferred: 0
Highest selected priority score: 33110
Left/right priority wins: 2/0
Priority ties: 0
Last priority decision: LEFT:R1:score=33110 | RIGHT:R2:score=2214 | selected=LEFT

LEFT AISLE
----------
Total moves: 735
Maximum occupied tiles: 30
Seat events: 30
Single-blocker events: 3
Multiple-blocker events: 0
Temporary aisle reoccupations: 3

RIGHT AISLE
-----------
Total moves: 1533
Maximum occupied tiles: 13
Seat events: 103
Single-blocker events: 23
Multiple-blocker events: 7
Temporary aisle reoccupations: 38

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2179
Reservations granted: 2177
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 1655

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 39
Remaining moving in aisle: 28
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 58244
Longest unresolved passenger ID: 5
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 29
Longest dependency chain: P152(11C/LEFT) -> P145(14A/LEFT) -> P21(27B/LEFT) -> P15(11B/LEFT) -> P107(7A/LEFT) -> P44(8C/LEFT) -> P11(22A/LEFT) -> P29(21E/LEFT) -> P94(28B/LEFT) -> P154(28D/LEFT) -> P127(16C/LEFT) -> P113(22B/LEFT) -> P180(23D/LEFT) -> P155(24B/LEFT) -> P52(17D/LEFT) -> P124(27A/LEFT) -> P186(23C/LEFT) -> P63(23F/LEFT) -> P202(21B/LEFT) -> P174(22C/LEFT) -> P198(26B/LEFT) -> P83(23A/LEFT) -> P176(24C/LEFT) -> P66(27E/LEFT) -> P162(29D/LEFT) -> P42(30E/LEFT) -> P118(29A/LEFT) -> P17(30B/LEFT) -> P0(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 152
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 28
Total blocked ticks: 69681
Total stationary ticks: 200640
Seat-event requests: 2242
Failed seat-event starts: 2109

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 0
Critical blocker identity: P0->29F(LEFT)
Direct fan-out: 1
Total indirect descendants: 28
Critical tree size including blocker: 29
Critical tree depth: 29
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 32
Unresolved outside passengers: 39
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P0(29F/LEFT/WAITING_FOR_SEAT_EVENT)
  P17(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P118(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P42(30E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P162(29D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P66(27E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P176(24C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P83(23A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P198(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P174(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P202(21B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P63(23F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P186(23C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P124(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P52(17D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P155(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P180(23D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P113(22B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P127(16C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P154(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P94(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P29(21E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P11(22A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P44(8C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                P107(7A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P15(11B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P21(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P145(14A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P152(11C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 2108
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 74
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 2108
Rear-boundary failures: 1
Middle-bank reservation failures: 2
Active-event deferrals: 1271
Simultaneous arbitration losses: 1655

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[74]: P74(30F/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P74->30F(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P74{seat=30F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=45,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 30
Current unavailable yield tiles: 30
Current yield-tile occupants: 74
Final row-event chain: 0|74
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3898\nPrecedence substitutions made: 0\nDependency chains followed: 3757\nBlocked by waiting-row occupant: 3757\nSubstituted events started: 2\nOccupied-space rejections: 3764\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 19 | standardDataset=204/204 (100.00%) | rearBoundaryRiskFirstDataset=133/204 (65.20%) | seatedDelta=-71 | completionDelta=-34.80% | outsideDelta=+39 | clustersDetected=3 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | rearBoundaryRiskFirstWorse=true | standardFamily=COMPLETE_CABIN | rearBoundaryRiskFirstFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 20
Scenario seed: -3120626020480712784

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1021
Passengers seated: 282/282
Average waiting ticks: 465.56
Longest waiting passenger: P15->21F(LEFT)
Longest waiting ticks: 973

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles6-11:occupied=4:anchor=P39:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 26
Regions dissolved: 1
Repeated reconstructions avoided: 26
Largest region lifetime: 27
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=27
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2245
Maximum occupied tiles: 12
Seat events: 144
Single-blocker events: 42
Multiple-blocker events: 16
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 2149
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 22
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5529
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6817
Total stationary ticks: 135892
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 658
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 658
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:27
Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 20
Scenario seed: -3120626020480712784

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2028
Passengers seated: 107/282
Average waiting ticks: 985.75
Longest waiting passenger: P1->15D(LEFT)
Longest waiting ticks: 2028

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 30
Cluster candidates evaluated: 30
Executable cluster candidates: 0
Rejected cluster candidates: 30
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 32
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=LOWER_HIERARCHICAL_PRIORITY_DEFERRED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 3866
Regions dissolved: 0
Repeated reconstructions avoided: 3866
Largest region lifetime: 1941
Maximum simultaneous active regions: 2
Regions active at termination: 2
Last lifecycle event: UPDATE:R2:age=1927:occupied=32
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1804
State changes reopening evaluation: 28
Region priority competitions: 1652
Regions ranked: 3304
Hierarchical selections: 1652
Lower-priority evaluations deferred: 1603
Highest selected priority score: 35310
Left/right priority wins: 1652/0
Priority ties: 1401
Last priority decision: LEFT:R1:score=35310 | RIGHT:R2:score=35310 | selected=LEFT

LEFT AISLE
----------
Total moves: 920
Maximum occupied tiles: 32
Seat events: 36
Single-blocker events: 4
Multiple-blocker events: 1
Temporary aisle reoccupations: 6

RIGHT AISLE
-----------
Total moves: 1443
Maximum occupied tiles: 32
Seat events: 71
Single-blocker events: 15
Multiple-blocker events: 2
Temporary aisle reoccupations: 19

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1622
Reservations granted: 1622
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 111
Remaining moving in aisle: 58
Remaining waiting at row: 6
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 97355
Longest unresolved passenger ID: 1
Longest unresolved row: 15
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 31
Longest dependency chain: P164(18B/LEFT) -> P175(11C/LEFT) -> P144(10A/LEFT) -> P205(8F/LEFT) -> P122(23A/LEFT) -> P73(27C/LEFT) -> P214(29B/LEFT) -> P64(22C/LEFT) -> P99(28F/LEFT) -> P9(29A/LEFT) -> P27(24D/LEFT) -> P178(19C/LEFT) -> P4(17C/LEFT) -> P169(16B/LEFT) -> P40(24C/LEFT) -> P30(17B/LEFT) -> P162(28A/LEFT) -> P10(21C/LEFT) -> P45(22A/LEFT) -> P173(25A/LEFT) -> P213(22D/LEFT) -> P225(29C/LEFT) -> P161(27E/LEFT) -> P127(30B/LEFT) -> P198(26D/LEFT) -> P245(27F/LEFT) -> P5(28E/LEFT) -> P132(31A/LEFT) -> P48(32D/LEFT) -> P270(32F/LEFT) -> P11(31B/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 164
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 58
Total blocked ticks: 110590
Total stationary ticks: 376888
Seat-event requests: 3554
Failed seat-event starts: 3447

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 11
Critical blocker identity: P11->31B(LEFT)
Direct fan-out: 1
Total indirect descendants: 30
Critical tree size including blocker: 31
Critical tree depth: 31
Frozen internal components: 6
Terminal WAITING_FOR_SEAT_EVENT nodes: 6
Unresolved internal passengers: 64
Unresolved outside passengers: 111
Unresolved internal passengers outside critical tree: 33
Critical blocker tree:
P11(31B/LEFT/WAITING_FOR_SEAT_EVENT)
  P270(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P48(32D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P132(31A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P5(28E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P245(27F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P198(26D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P127(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P161(27E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P225(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P213(22D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P173(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P45(22A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P10(21C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P162(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P30(17B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P40(24C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P169(16B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P4(17C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P178(19C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P27(24D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P9(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P99(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P64(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                P214(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P73(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P122(23A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P205(8F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P144(10A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                          P175(11C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                            P164(18B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 3359
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 32
Critical blocker unavailable yield tiles: 32
Critical blocker yield-tile occupants: 111
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 5
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 3359
Rear-boundary failures: 88
Middle-bank reservation failures: 0
Active-event deferrals: 1022
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[111]: P111(32B/LEFT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P111->32B(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P111{seat=32B,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=32,directBlocker=-1,lastMoveTick=65,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 32
Current unavailable yield tiles: 32
Current yield-tile occupants: 111
Final row-event chain: 11|111
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 6
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3554\nPrecedence substitutions made: 0\nDependency chains followed: 1898\nBlocked by waiting-row occupant: 1898\nSubstituted events started: 0\nOccupied-space rejections: 3445\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 20 | standardDataset=282/282 (100.00%) | rearBoundaryRiskFirstDataset=107/282 (37.94%) | seatedDelta=-175 | completionDelta=-62.06% | outsideDelta=+111 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskFirstWorse=true | standardFamily=COMPLETE_CABIN | rearBoundaryRiskFirstFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 21
Scenario seed: 7226640445269499815

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 59.57%
Aisle-assignment balance: 95.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1203
Passengers seated: 324/324
Average waiting ticks: 539.65
Longest waiting passenger: P122->15A(LEFT)
Longest waiting ticks: 1156

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 44
Regions dissolved: 3
Repeated reconstructions avoided: 44
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=23
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3086
Maximum occupied tiles: 15
Seat events: 170
Single-blocker events: 45
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2690
Maximum occupied tiles: 13
Seat events: 154
Single-blocker events: 43
Multiple-blocker events: 23
Temporary aisle reoccupations: 89

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 144
Reservations granted: 142
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7074
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8690
Total stationary ticks: 180878
Seat-event requests: 342
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 823
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 823
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 343\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:27
Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 21
Scenario seed: 7226640445269499815

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 59.57%
Aisle-assignment balance: 95.06%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2187
Passengers seated: 109/324
Average waiting ticks: 1143.56
Longest waiting passenger: P1->6I(RIGHT)
Longest waiting ticks: 2187

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 33
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 36
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=LOWER_HIERARCHICAL_PRIORITY_DEFERRED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 4199
Regions dissolved: 0
Repeated reconstructions avoided: 4199
Largest region lifetime: 2133
Maximum simultaneous active regions: 2
Regions active at termination: 2
Last lifecycle event: UPDATE:R1:age=2133:occupied=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 2023
State changes reopening evaluation: 31
Region priority competitions: 1751
Regions ranked: 3502
Hierarchical selections: 1751
Lower-priority evaluations deferred: 1681
Highest selected priority score: 39710
Left/right priority wins: 1491/260
Priority ties: 3
Last priority decision: LEFT:R2:score=39710 | RIGHT:R1:score=38610 | selected=LEFT

LEFT AISLE
----------
Total moves: 1924
Maximum occupied tiles: 36
Seat events: 89
Single-blocker events: 17
Multiple-blocker events: 3
Temporary aisle reoccupations: 23

RIGHT AISLE
-----------
Total moves: 838
Maximum occupied tiles: 35
Seat events: 20
Single-blocker events: 1
Multiple-blocker events: 0
Temporary aisle reoccupations: 1

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 3791
Reservations granted: 3787
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 144
Remaining moving in aisle: 69
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 127399
Longest unresolved passenger ID: 1
Longest unresolved row: 6
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 36
Longest dependency chain: P161(6C/LEFT) -> P64(28A/LEFT) -> P246(23C/LEFT) -> P88(16D/LEFT) -> P201(34G/LEFT) -> P185(11A/LEFT) -> P268(34B/LEFT) -> P6(21A/LEFT) -> P112(14C/LEFT) -> P203(20E/LEFT) -> P319(27B/LEFT) -> P82(19G/LEFT) -> P219(18F/LEFT) -> P191(23B/LEFT) -> P195(28F/LEFT) -> P69(25A/LEFT) -> P257(32G/LEFT) -> P177(19A/LEFT) -> P249(31F/LEFT) -> P321(28B/LEFT) -> P74(23A/LEFT) -> P302(25B/LEFT) -> P247(33D/LEFT) -> P53(30A/LEFT) -> P318(32B/LEFT) -> P180(34E/LEFT) -> P72(31B/LEFT) -> P0(29C/LEFT) -> P2(31A/LEFT) -> P279(31D/LEFT) -> P110(32A/LEFT) -> P293(33G/LEFT) -> P102(36B/LEFT) -> P238(36C/LEFT) -> P164(36F/LEFT) -> P101(36G/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 161
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 69
Total blocked ticks: 134306
Total stationary ticks: 499822
Seat-event requests: 3852
Failed seat-event starts: 3743

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 101
Critical blocker identity: P101->36G(LEFT)
Direct fan-out: 1
Total indirect descendants: 35
Critical tree size including blocker: 36
Critical tree depth: 36
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 71
Unresolved outside passengers: 144
Unresolved internal passengers outside critical tree: 35
Critical blocker tree:
P101(36G/LEFT/WAITING_FOR_SEAT_EVENT)
  P164(36F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P238(36C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P102(36B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P293(33G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P110(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P279(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P2(31A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P0(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P72(31B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P180(34E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P318(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P53(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P247(33D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P302(25B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P74(23A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P321(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P249(31F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P177(19A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P257(32G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P69(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P195(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P191(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P219(18F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                P82(19G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P319(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P203(20E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P112(14C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P6(21A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                          P268(34B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                            P185(11A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                              P201(34G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                                P88(16D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                                  P246(23C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                                    P64(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                                      P161(6C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 3743
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 1
Critical blocker required yield tiles: 37
Critical blocker unavailable yield tiles: 37
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 0
Rear-boundary failures: 3743
Middle-bank reservation failures: 4
Active-event deferrals: 629
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 37
Current unavailable yield tiles: 37
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3857\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 0\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 21 | standardDataset=324/324 (100.00%) | rearBoundaryRiskFirstDataset=109/324 (33.64%) | seatedDelta=-215 | completionDelta=-66.36% | outsideDelta=+144 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskFirstWorse=true | standardFamily=COMPLETE_CABIN | rearBoundaryRiskFirstFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 22
Scenario seed: -290083444823544385

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.89%
Blocker-prone seat share (topology component): 74.56%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 833
Passengers seated: 228/228
Average waiting ticks: 386.57
Longest waiting passenger: P103->15C(LEFT)
Longest waiting ticks: 787

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 22
Regions dissolved: 1
Repeated reconstructions avoided: 22
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=23
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1716
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 32
Multiple-blocker events: 9
Temporary aisle reoccupations: 52

RIGHT AISLE
-----------
Total moves: 1617
Maximum occupied tiles: 11
Seat events: 114
Single-blocker events: 37
Multiple-blocker events: 10
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 122
Reservations granted: 122
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3783
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4932
Total stationary ticks: 91209
Seat-event requests: 238
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 615
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 615
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:27
Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 22
Scenario seed: -290083444823544385

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET
Row-zone concentration (diagnostic control): 32.89%
Blocker-prone seat share (topology component): 74.56%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2276
Passengers seated: 198/228
Average waiting ticks: 403.16
Longest waiting passenger: P154->28E(LEFT)
Longest waiting ticks: 2226

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 22
Cluster candidates evaluated: 22
Executable cluster candidates: 0
Rejected cluster candidates: 22
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 20
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 4276
Regions dissolved: 2
Repeated reconstructions avoided: 4276
Largest region lifetime: 2178
Maximum simultaneous active regions: 3
Regions active at termination: 2
Last lifecycle event: UPDATE:R1:age=2178:occupied=20
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1798
State changes reopening evaluation: 20
Region priority competitions: 1606
Regions ranked: 3212
Hierarchical selections: 1606
Lower-priority evaluations deferred: 1574
Highest selected priority score: 22110
Left/right priority wins: 1/1605
Priority ties: 0
Last priority decision: LEFT:R2:score=11110 | RIGHT:R1:score=22110 | selected=RIGHT

LEFT AISLE
----------
Total moves: 1700
Maximum occupied tiles: 18
Seat events: 104
Single-blocker events: 29
Multiple-blocker events: 6
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1529
Maximum occupied tiles: 20
Seat events: 94
Single-blocker events: 26
Multiple-blocker events: 7
Temporary aisle reoccupations: 41

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 3578
Reservations granted: 3577
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 26
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 44036
Longest unresolved passenger ID: 58
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 19
Longest dependency chain: P187(13C/RIGHT) -> P165(25E/RIGHT) -> P94(26E/RIGHT) -> P149(22E/RIGHT) -> P157(20G/RIGHT) -> P177(18E/RIGHT) -> P74(26D/RIGHT) -> P176(26G/RIGHT) -> P75(22H/RIGHT) -> P25(23G/RIGHT) -> P48(27D/RIGHT) -> P223(28H/RIGHT) -> P60(25H/RIGHT) -> P79(26H/RIGHT) -> P183(28C/RIGHT) -> P35(27H/RIGHT) -> P0(28G/RIGHT) -> P121(29G/RIGHT) -> P98(29E/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 187
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 26
Total blocked ticks: 56644
Total stationary ticks: 138456
Seat-event requests: 3681
Failed seat-event starts: 3483

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 98
Critical blocker identity: P98->29E(RIGHT)
Direct fan-out: 1
Total indirect descendants: 18
Critical tree size including blocker: 19
Critical tree depth: 19
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 30
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 11
Critical blocker tree:
P98(29E/RIGHT/WAITING_FOR_SEAT_EVENT)
  P121(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P0(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P35(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P183(28C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P79(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P60(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P223(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P48(27D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P25(23G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(22H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P176(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P74(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P177(18E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P157(20G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P149(22E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P94(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P165(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P187(13C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 3404
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 95
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 3
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 3404
Rear-boundary failures: 79
Middle-bank reservation failures: 1
Active-event deferrals: 1837
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[95]: P95(30H/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P95->30H(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P95{seat=30H,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=81,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 30
Current unavailable yield tiles: 30
Current yield-tile occupants: 95
Final row-event chain: 98|95
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3682\nPrecedence substitutions made: 1\nDependency chains followed: 1769\nBlocked by waiting-row occupant: 1769\nSubstituted events started: 2\nOccupied-space rejections: 3404\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 22 | standardDataset=228/228 (100.00%) | rearBoundaryRiskFirstDataset=198/228 (86.84%) | seatedDelta=-30 | completionDelta=-13.16% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskFirstWorse=true | standardFamily=COMPLETE_CABIN | rearBoundaryRiskFirstFamily=LINKED_ROW_EVENT_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 23
Scenario seed: -8225500822800074932

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.84%
Blocker-prone seat share (topology component): 65.31%
Aisle-assignment balance: 97.96%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2342
Passengers seated: 233/245
Average waiting ticks: 421.04
Longest waiting passenger: P220->28A(LEFT)
Longest waiting ticks: 2286

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 14
Cluster candidates evaluated: 27
Executable cluster candidates: 0
Rejected cluster candidates: 27
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 12
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1755
Regions dissolved: 0
Repeated reconstructions avoided: 1755
Largest region lifetime: 1756
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1756:occupied=12
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 13
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1950
Maximum occupied tiles: 19
Seat events: 113
Single-blocker events: 27
Multiple-blocker events: 6
Temporary aisle reoccupations: 39

RIGHT AISLE
-----------
Total moves: 1843
Maximum occupied tiles: 11
Seat events: 120
Single-blocker events: 31
Multiple-blocker events: 8
Temporary aisle reoccupations: 47

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 82
Reservations granted: 81
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 9
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 14863
Longest unresolved passenger ID: 105
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 9
Longest dependency chain: P68(22A/LEFT) -> P78(22C/LEFT) -> P102(32A/LEFT) -> P25(30F/LEFT) -> P111(29A/LEFT) -> P151(30D/LEFT) -> P17(29E/LEFT) -> P148(32F/LEFT) -> P220(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 68
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 9
Total blocked ticks: 25186
Total stationary ticks: 121439
Seat-event requests: 1839
Failed seat-event starts: 1606

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 220
Critical blocker identity: P220->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 8
Critical tree size including blocker: 9
Critical tree depth: 9
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P220(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P148(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P17(29E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P151(30D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P111(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P25(30F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P102(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P78(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P68(22A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1606
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 29
Critical blocker unavailable yield tiles: 29
Critical blocker yield-tile occupants: 105
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1606
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 831
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[105]: P105(31B/LEFT/MOVING_IN_AISLE@tile29) -> P145(30A/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P145->30A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P105{seat=31B,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=29,directBlocker=145,lastMoveTick=584,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 29
Current unavailable yield tiles: 29
Current yield-tile occupants: 105
Final row-event chain: 220|105|145
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1840\nPrecedence substitutions made: 2\nDependency chains followed: 8\nBlocked by waiting-row occupant: 8\nSubstituted events started: 2\nOccupied-space rejections: 1620\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:27
Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 23
Scenario seed: -8225500822800074932

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET
Row-zone concentration (diagnostic control): 31.84%
Blocker-prone seat share (topology component): 65.31%
Aisle-assignment balance: 97.96%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2343
Passengers seated: 172/245
Average waiting ticks: 681.77
Longest waiting passenger: P2->18D(LEFT)
Longest waiting ticks: 2343

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 39
Cluster candidates evaluated: 39
Executable cluster candidates: 0
Rejected cluster candidates: 39
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 32
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2261
Regions dissolved: 0
Repeated reconstructions avoided: 2261
Largest region lifetime: 2262
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2262:occupied=32
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 2001
State changes reopening evaluation: 38
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1145
Maximum occupied tiles: 32
Seat events: 52
Single-blocker events: 9
Multiple-blocker events: 0
Temporary aisle reoccupations: 9

RIGHT AISLE
-----------
Total moves: 1843
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 29
Multiple-blocker events: 7
Temporary aisle reoccupations: 43

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 59
Reservations granted: 59
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 41
Remaining moving in aisle: 30
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 60869
Longest unresolved passenger ID: 2
Longest unresolved row: 18
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 31
Longest dependency chain: P65(14F/LEFT) -> P145(30A/LEFT) -> P139(29F/LEFT) -> P88(26A/LEFT) -> P182(13A/LEFT) -> P73(16A/LEFT) -> P99(8F/LEFT) -> P160(23C/LEFT) -> P28(27F/LEFT) -> P55(13D/LEFT) -> P47(20C/LEFT) -> P94(24D/LEFT) -> P152(17B/LEFT) -> P7(23B/LEFT) -> P101(24F/LEFT) -> P91(29C/LEFT) -> P110(18A/LEFT) -> P26(25C/LEFT) -> P181(30B/LEFT) -> P97(27B/LEFT) -> P23(24A/LEFT) -> P232(28C/LEFT) -> P107(29D/LEFT) -> P212(27A/LEFT) -> P202(30C/LEFT) -> P163(27D/LEFT) -> P176(28F/LEFT) -> P190(29B/LEFT) -> P102(32A/LEFT) -> P148(32F/LEFT) -> P105(31B/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 65
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 30
Total blocked ticks: 69268
Total stationary ticks: 230599
Seat-event requests: 2218
Failed seat-event starts: 2046

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 105
Critical blocker identity: P105->31B(LEFT)
Direct fan-out: 1
Total indirect descendants: 30
Critical tree size including blocker: 31
Critical tree depth: 31
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 32
Unresolved outside passengers: 41
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P105(31B/LEFT/WAITING_FOR_SEAT_EVENT)
  P148(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P102(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P190(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P176(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P163(27D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P202(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P212(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P107(29D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P232(28C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P23(24A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P97(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P181(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P26(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P110(18A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P91(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P101(24F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P7(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P152(17B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P94(24D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P47(20C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P55(13D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P28(27F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P160(23C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                P99(8F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P73(16A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P182(13A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P88(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P139(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                          P145(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                            P65(14F/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 2045
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 32
Critical blocker unavailable yield tiles: 32
Critical blocker yield-tile occupants: 38
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 2045
Rear-boundary failures: 1
Middle-bank reservation failures: 0
Active-event deferrals: 684
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[38]: P38(32E/LEFT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P38->32E(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P38{seat=32E,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=32,directBlocker=-1,lastMoveTick=75,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 32
Current unavailable yield tiles: 32
Current yield-tile occupants: 38
Final row-event chain: 105|38
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2218\nPrecedence substitutions made: 1\nDependency chains followed: 2044\nBlocked by waiting-row occupant: 2044\nSubstituted events started: 2\nOccupied-space rejections: 2045\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 23 | standardDataset=233/245 (95.10%) | rearBoundaryRiskFirstDataset=172/245 (70.20%) | seatedDelta=-61 | completionDelta=-24.90% | outsideDelta=+41 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskFirstWorse=true | standardFamily=MOVING_PASSENGER_YIELD_CHAIN | rearBoundaryRiskFirstFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 24
Scenario seed: -6371307632350716796

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 98.02%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2775
Passengers seated: 339/353
Average waiting ticks: 591.21
Longest waiting passenger: P155->34G(LEFT)
Longest waiting ticks: 2701

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 7
Clusters detected: 7
Activations without intervention: 12
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 14
Selected release potential total: 3
Last cluster decision: LEFT:region=R5:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 7
Region updates: 1943
Regions dissolved: 6
Repeated reconstructions avoided: 1943
Largest region lifetime: 1836
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R5:age=1836:occupied=14
Confirmation deferral ticks: 9
Regions reaching confirmation: 2
Regions dissolved before confirmation: 5
Unchanged-state evaluations suppressed: 1692
State changes reopening evaluation: 10
Region priority competitions: 2
Regions ranked: 4
Hierarchical selections: 2
Lower-priority evaluations deferred: 1
Highest selected priority score: 8854
Left/right priority wins: 2/0
Priority ties: 0
Last priority decision: LEFT:R5:score=8854 | RIGHT:R6:score=4415 | selected=LEFT

LEFT AISLE
----------
Total moves: 2999
Maximum occupied tiles: 19
Seat events: 159
Single-blocker events: 44
Multiple-blocker events: 20
Temporary aisle reoccupations: 88

RIGHT AISLE
-----------
Total moves: 3119
Maximum occupied tiles: 14
Seat events: 180
Single-blocker events: 42
Multiple-blocker events: 25
Temporary aisle reoccupations: 94

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1863
Reservations granted: 1862
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 13
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 23102
Longest unresolved passenger ID: 42
Longest unresolved row: 36
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 14
Longest dependency chain: P232(26B/LEFT) -> P214(29A/LEFT) -> P36(35G/LEFT) -> P130(25F/LEFT) -> P156(30C/LEFT) -> P333(35C/LEFT) -> P112(32C/LEFT) -> P349(33E/LEFT) -> P21(34A/LEFT) -> P299(32B/LEFT) -> P28(36C/LEFT) -> P231(34C/LEFT) -> P42(36D/LEFT) -> P155(34G/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 232
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 13
Total blocked ticks: 33532
Total stationary ticks: 237551
Seat-event requests: 2072
Failed seat-event starts: 1733

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 155
Critical blocker identity: P155->34G(LEFT)
Direct fan-out: 1
Total indirect descendants: 13
Critical tree size including blocker: 14
Critical tree depth: 14
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 14
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P155(34G/LEFT/WAITING_FOR_SEAT_EVENT)
  P42(36D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P231(34C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P28(36C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P299(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P21(34A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P349(33E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P112(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P333(35C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P156(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P130(25F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P36(35G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P214(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P232(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1706
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 35|36|37
Critical blocker unavailable yield tiles: 37
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 27
Rear-boundary failures: 1706
Middle-bank reservation failures: 1
Active-event deferrals: 1032
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 35|36|37
Current unavailable yield tiles: 37
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2072\nPrecedence substitutions made: 4\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 34\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:27
Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 24
Scenario seed: -6371307632350716796

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 98.02%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2721
Passengers seated: 217/353
Average waiting ticks: 1110.48
Longest waiting passenger: P0->7H(RIGHT)
Longest waiting ticks: 2721

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 36
Cluster candidates evaluated: 36
Executable cluster candidates: 0
Rejected cluster candidates: 36
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 36
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 2686
Regions dissolved: 1
Repeated reconstructions avoided: 2686
Largest region lifetime: 2655
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2655:occupied=36
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 2431
State changes reopening evaluation: 35
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3065
Maximum occupied tiles: 16
Seat events: 173
Single-blocker events: 47
Multiple-blocker events: 17
Temporary aisle reoccupations: 83

RIGHT AISLE
-----------
Total moves: 1173
Maximum occupied tiles: 36
Seat events: 44
Single-blocker events: 2
Multiple-blocker events: 1
Temporary aisle reoccupations: 4

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 95
Reservations granted: 95
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 100
Remaining moving in aisle: 34
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 83527
Longest unresolved passenger ID: 0
Longest unresolved row: 7
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 35
Longest dependency chain: P218(33G/RIGHT) -> P160(27J/RIGHT) -> P100(15E/RIGHT) -> P257(34E/RIGHT) -> P86(20E/RIGHT) -> P89(31I/RIGHT) -> P186(16H/RIGHT) -> P267(17F/RIGHT) -> P247(20D/RIGHT) -> P55(26H/RIGHT) -> P336(13E/RIGHT) -> P165(23E/RIGHT) -> P238(18E/RIGHT) -> P146(33F/RIGHT) -> P128(31F/RIGHT) -> P33(20I/RIGHT) -> P283(24H/RIGHT) -> P320(29D/RIGHT) -> P96(25I/RIGHT) -> P43(23I/RIGHT) -> P59(28I/RIGHT) -> P285(32H/RIGHT) -> P149(25E/RIGHT) -> P147(30J/RIGHT) -> P2(27I/RIGHT) -> P16(31J/RIGHT) -> P11(29J/RIGHT) -> P49(32D/RIGHT) -> P65(31E/RIGHT) -> P258(33H/RIGHT) -> P325(36J/RIGHT) -> P115(35H/RIGHT) -> P116(36I/RIGHT) -> P90(36H/RIGHT) -> P308(35J/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 218
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 34
Total blocked ticks: 94386
Total stationary ticks: 479490
Seat-event requests: 2693
Failed seat-event starts: 2476

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 308
Critical blocker identity: P308->35J(RIGHT)
Direct fan-out: 1
Total indirect descendants: 34
Critical tree size including blocker: 35
Critical tree depth: 35
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 36
Unresolved outside passengers: 100
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P308(35J/RIGHT/WAITING_FOR_SEAT_EVENT)
  P90(36H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P116(36I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P115(35H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P325(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P258(33H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P65(31E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P49(32D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P11(29J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P16(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P2(27I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P147(30J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P149(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P285(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P59(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P43(23I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P96(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P320(29D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P283(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P33(20I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P128(31F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P146(33F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P238(18E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P165(23E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P336(13E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P55(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P247(20D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P267(17F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P186(16H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                          P89(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                            P86(20E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                              P257(34E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                                P100(15E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                                  P160(27J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                                    P218(33G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 2476
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 36
Critical blocker unavailable yield tiles: 36
Critical blocker yield-tile occupants: 202
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 2476
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 759
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[202]: P202(36F/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P202->36F(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P202{seat=36F,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=60,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 36
Current unavailable yield tiles: 36
Current yield-tile occupants: 202
Final row-event chain: 308|202
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2693\nPrecedence substitutions made: 1\nDependency chains followed: 2472\nBlocked by waiting-row occupant: 2472\nSubstituted events started: 0\nOccupied-space rejections: 2480\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 24 | standardDataset=339/353 (96.03%) | rearBoundaryRiskFirstDataset=217/353 (61.47%) | seatedDelta=-122 | completionDelta=-34.56% | outsideDelta=+100 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskFirstWorse=true | standardFamily=REAR_BOUNDARY_LOCK | rearBoundaryRiskFirstFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 25
Scenario seed: 375486067691895290

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.43%
Blocker-prone seat share (topology component): 64.90%
Aisle-assignment balance: 96.33%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2361
Passengers seated: 238/245
Average waiting ticks: 404.02
Longest waiting passenger: P17->31F(LEFT)
Longest waiting ticks: 2301

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 7
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 7
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1636
Regions dissolved: 0
Repeated reconstructions avoided: 1636
Largest region lifetime: 1637
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1637:occupied=7
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1537
State changes reopening evaluation: 6
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1922
Maximum occupied tiles: 14
Seat events: 120
Single-blocker events: 30
Multiple-blocker events: 9
Temporary aisle reoccupations: 48

RIGHT AISLE
-----------
Total moves: 1836
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 5
Temporary aisle reoccupations: 40

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1648
Reservations granted: 1648
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 6
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 9896
Longest unresolved passenger ID: 13
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 7
Longest dependency chain: P115(28B/LEFT) -> P30(30C/LEFT) -> P0(30D/LEFT) -> P149(31B/LEFT) -> P83(32B/LEFT) -> P13(32D/LEFT) -> P17(31F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 115
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 16708
Total stationary ticks: 112322
Seat-event requests: 1809
Failed seat-event starts: 1571

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 17
Critical blocker identity: P17->31F(LEFT)
Direct fan-out: 1
Total indirect descendants: 6
Critical tree size including blocker: 7
Critical tree depth: 7
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 7
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P17(31F/LEFT/WAITING_FOR_SEAT_EVENT)
  P13(32D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P83(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P149(31B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P0(30D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P30(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P115(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1564
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 7
Rear-boundary failures: 1564
Middle-bank reservation failures: 0
Active-event deferrals: 572
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1809\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:27
Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 25
Scenario seed: 375486067691895290

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET
Row-zone concentration (diagnostic control): 31.43%
Blocker-prone seat share (topology component): 64.90%
Aisle-assignment balance: 96.33%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2330
Passengers seated: 204/245
Average waiting ticks: 465.36
Longest waiting passenger: P0->30D(LEFT)
Longest waiting ticks: 2330

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 33
Cluster candidates evaluated: 18
Executable cluster candidates: 0
Rejected cluster candidates: 18
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 30
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2249
Regions dissolved: 0
Repeated reconstructions avoided: 2249
Largest region lifetime: 2250
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2250:occupied=30
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1828
State changes reopening evaluation: 32
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1545
Maximum occupied tiles: 30
Seat events: 86
Single-blocker events: 18
Multiple-blocker events: 2
Temporary aisle reoccupations: 22

RIGHT AISLE
-----------
Total moves: 1836
Maximum occupied tiles: 13
Seat events: 118
Single-blocker events: 28
Multiple-blocker events: 5
Temporary aisle reoccupations: 38

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 214
Reservations granted: 214
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 11
Remaining moving in aisle: 28
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 51035
Longest unresolved passenger ID: 0
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 18
Longest dependency chain: P90(16C/LEFT) -> P113(20F/LEFT) -> P23(25E/LEFT) -> P7(6F/LEFT) -> P4(6B/LEFT) -> P77(13D/LEFT) -> P170(23E/LEFT) -> P97(10C/LEFT) -> P58(19E/LEFT) -> P6(13A/LEFT) -> P203(20E/LEFT) -> P12(26C/LEFT) -> P226(14B/LEFT) -> P67(27A/LEFT) -> P28(30F/LEFT) -> P20(22A/LEFT) -> P161(29B/LEFT) -> P159(18A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 90
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 28
Total blocked ticks: 59467
Total stationary ticks: 168064
Seat-event requests: 2073
Failed seat-event starts: 1869

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 159
Critical blocker identity: P159->18A(LEFT)
Direct fan-out: 1
Total indirect descendants: 17
Critical tree size including blocker: 18
Critical tree depth: 18
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 30
Unresolved outside passengers: 11
Unresolved internal passengers outside critical tree: 12
Critical blocker tree:
P159(18A/LEFT/WAITING_FOR_SEAT_EVENT)
  P161(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P20(22A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P28(30F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P67(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(14B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P12(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P203(20E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P6(13A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P58(19E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P97(10C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P170(23E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P77(13D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P4(6B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P7(6F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P23(25E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P113(20F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P90(16C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1718
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 19|20
Critical blocker unavailable yield tiles: 20
Critical blocker yield-tile occupants: 112
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1718
Rear-boundary failures: 151
Middle-bank reservation failures: 0
Active-event deferrals: 746
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 12
Yield-occupant trace: yieldOccupant[112]: P112(24D/LEFT/MOVING_IN_AISLE@tile20) -> P244(25A/LEFT/MOVING_IN_AISLE@tile21) -> P177(24C/LEFT/MOVING_IN_AISLE@tile22) -> P180(27F/LEFT/MOVING_IN_AISLE@tile23) -> P140(30A/LEFT/MOVING_IN_AISLE@tile24) -> P40(30E/LEFT/MOVING_IN_AISLE@tile25) -> P136(28A/LEFT/MOVING_IN_AISLE@tile26) -> P211(30B/LEFT/MOVING_IN_AISLE@tile27) -> P149(31B/LEFT/MOVING_IN_AISLE@tile28) -> P83(32B/LEFT/MOVING_IN_AISLE@tile29) -> P13(32D/LEFT/MOVING_IN_AISLE@tile30) -> P17(31F/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P17->31F(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P112{seat=24D,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=20,directBlocker=244,lastMoveTick=559,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 19|20
Current unavailable yield tiles: 20
Current yield-tile occupants: 112
Final row-event chain: 159|112|244|177|180|140|40|136|211|149|83|13|17
Final row-event chain length: 13
Distinct row events in chain: 13
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2073\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 1718\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 25 | standardDataset=238/245 (97.14%) | rearBoundaryRiskFirstDataset=204/245 (83.27%) | seatedDelta=-34 | completionDelta=-13.88% | outsideDelta=+11 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskFirstWorse=true | standardFamily=REAR_BOUNDARY_LOCK | rearBoundaryRiskFirstFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 26
Scenario seed: 5895735078861829291

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 59.80%
Aisle-assignment balance: 97.39%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1107
Passengers seated: 306/306
Average waiting ticks: 500.27
Longest waiting passenger: P34->23B(LEFT)
Longest waiting ticks: 1067

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 7
Selected release potential total: 8
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 59
Regions dissolved: 3
Repeated reconstructions avoided: 59
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=23
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2760
Maximum occupied tiles: 15
Seat events: 157
Single-blocker events: 40
Multiple-blocker events: 15
Temporary aisle reoccupations: 71

RIGHT AISLE
-----------
Total moves: 2560
Maximum occupied tiles: 13
Seat events: 149
Single-blocker events: 38
Multiple-blocker events: 20
Temporary aisle reoccupations: 80

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 130
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6794
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8487
Total stationary ticks: 159132
Seat-event requests: 329
Failed seat-event starts: 23

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 751
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 23
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 751
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 327\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 25\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:27
Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 26
Scenario seed: 5895735078861829291

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 59.80%
Aisle-assignment balance: 97.39%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1108
Passengers seated: 306/306
Average waiting ticks: 500.68
Longest waiting passenger: P34->23B(LEFT)
Longest waiting ticks: 1068

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2760
Maximum occupied tiles: 14
Seat events: 157
Single-blocker events: 40
Multiple-blocker events: 15
Temporary aisle reoccupations: 71

RIGHT AISLE
-----------
Total moves: 2560
Maximum occupied tiles: 16
Seat events: 149
Single-blocker events: 38
Multiple-blocker events: 20
Temporary aisle reoccupations: 80

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6819
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8648
Total stationary ticks: 159294
Seat-event requests: 324
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 857
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 857
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 323\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 26 | standardDataset=306/306 (100.00%) | rearBoundaryRiskFirstDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | rearBoundaryRiskFirstWorse=false | standardFamily=COMPLETE_CABIN | rearBoundaryRiskFirstFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 27
Scenario seed: 4963754979760483146

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.75%
Blocker-prone seat share (topology component): 67.52%
Aisle-assignment balance: 97.81%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1010
Passengers seated: 274/274
Average waiting ticks: 459.62
Longest waiting passenger: P267->10H(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles23-25:occupied=3:anchor=P219:selected=P44:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2002
Maximum occupied tiles: 14
Seat events: 134
Single-blocker events: 28
Multiple-blocker events: 10
Temporary aisle reoccupations: 48

RIGHT AISLE
-----------
Total moves: 2242
Maximum occupied tiles: 15
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 17
Temporary aisle reoccupations: 75

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 95
Reservations granted: 95
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5204
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6457
Total stationary ticks: 130341
Seat-event requests: 286
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 603
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 603
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 285\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:27
Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 27
Scenario seed: 4963754979760483146

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET
Row-zone concentration (diagnostic control): 31.75%
Blocker-prone seat share (topology component): 67.52%
Aisle-assignment balance: 97.81%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1009
Passengers seated: 274/274
Average waiting ticks: 461.28
Longest waiting passenger: P267->10H(RIGHT)
Longest waiting ticks: 957

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles23-25:occupied=3:anchor=P219:selected=P44:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2002
Maximum occupied tiles: 13
Seat events: 134
Single-blocker events: 28
Multiple-blocker events: 10
Temporary aisle reoccupations: 48

RIGHT AISLE
-----------
Total moves: 2242
Maximum occupied tiles: 14
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 17
Temporary aisle reoccupations: 75

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 95
Reservations granted: 95
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5434
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6742
Total stationary ticks: 131034
Seat-event requests: 287
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 644
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 1
Middle-bank reservation failures: 0
Active-event deferrals: 644
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 286\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 27 | standardDataset=274/274 (100.00%) | rearBoundaryRiskFirstDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | rearBoundaryRiskFirstWorse=false | standardFamily=COMPLETE_CABIN | rearBoundaryRiskFirstFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 28
Scenario seed: 3616691679418929439

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 832
Passengers seated: 235/235
Average waiting ticks: 385.17
Longest waiting passenger: P184->4A(LEFT)
Longest waiting ticks: 784

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 39
Regions dissolved: 2
Repeated reconstructions avoided: 39
Largest region lifetime: 28
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1688
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 25
Multiple-blocker events: 10
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1710
Maximum occupied tiles: 14
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 128
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4198
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5301
Total stationary ticks: 94008
Seat-event requests: 246
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 559
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 559
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 246\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:27
Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 28
Scenario seed: 3616691679418929439

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 1957
Passengers seated: 106/235
Average waiting ticks: 770.56
Longest waiting passenger: P1->21B(LEFT)
Longest waiting ticks: 1957

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 40
Cluster candidates evaluated: 25
Executable cluster candidates: 0
Rejected cluster candidates: 25
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 30
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=LOWER_HIERARCHICAL_PRIORITY_DEFERRED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 3632
Regions dissolved: 0
Repeated reconstructions avoided: 3632
Largest region lifetime: 1873
Maximum simultaneous active regions: 2
Regions active at termination: 2
Last lifecycle event: UPDATE:R2:age=1761:occupied=29
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1670
State changes reopening evaluation: 38
Region priority competitions: 1587
Regions ranked: 3174
Hierarchical selections: 1587
Lower-priority evaluations deferred: 1565
Highest selected priority score: 33110
Left/right priority wins: 1587/0
Priority ties: 0
Last priority decision: LEFT:R1:score=33110 | RIGHT:R2:score=32010 | selected=LEFT

LEFT AISLE
----------
Total moves: 936
Maximum occupied tiles: 30
Seat events: 46
Single-blocker events: 5
Multiple-blocker events: 2
Temporary aisle reoccupations: 9

RIGHT AISLE
-----------
Total moves: 1112
Maximum occupied tiles: 29
Seat events: 60
Single-blocker events: 8
Multiple-blocker events: 3
Temporary aisle reoccupations: 14

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 3266
Reservations granted: 3261
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 70
Remaining moving in aisle: 55
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 89821
Longest unresolved passenger ID: 1
Longest unresolved row: 21
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 29
Longest dependency chain: P126(21E/RIGHT) -> P230(16F/RIGHT) -> P140(18E/RIGHT) -> P132(25G/RIGHT) -> P158(23E/RIGHT) -> P185(21G/RIGHT) -> P225(20G/RIGHT) -> P164(18H/RIGHT) -> P102(15H/RIGHT) -> P91(19H/RIGHT) -> P191(17C/RIGHT) -> P198(27C/RIGHT) -> P127(14G/RIGHT) -> P117(26G/RIGHT) -> P66(26E/RIGHT) -> P106(23H/RIGHT) -> P210(27F/RIGHT) -> P109(24C/RIGHT) -> P179(27D/RIGHT) -> P19(21C/RIGHT) -> P42(22G/RIGHT) -> P204(23G/RIGHT) -> P41(27G/RIGHT) -> P89(28E/RIGHT) -> P18(26D/RIGHT) -> P202(28G/RIGHT) -> P211(28H/RIGHT) -> P178(30D/RIGHT) -> P23(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 126
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 55
Total blocked ticks: 99022
Total stationary ticks: 272294
Seat-event requests: 3413
Failed seat-event starts: 3307

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 23
Critical blocker identity: P23->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 28
Critical tree size including blocker: 29
Critical tree depth: 29
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 59
Unresolved outside passengers: 70
Unresolved internal passengers outside critical tree: 30
Critical blocker tree:
P23(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P178(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P211(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P202(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P18(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P89(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P41(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P204(23G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P42(22G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P19(21C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P179(27D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P109(24C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P210(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P106(23H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P66(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P117(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P127(14G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P198(27C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P191(17C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P91(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P102(15H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P164(18H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P225(20G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P185(21G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P158(23E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P132(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P140(18E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P230(16F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P126(21E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1682
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 30|31|32
Critical blocker unavailable yield tiles: 31|32
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1625
Rear-boundary failures: 1682
Middle-bank reservation failures: 5
Active-event deferrals: 656
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 30|31|32
Current unavailable yield tiles: 31|32
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3419\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 1636\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 28 | standardDataset=235/235 (100.00%) | rearBoundaryRiskFirstDataset=106/235 (45.11%) | seatedDelta=-129 | completionDelta=-54.89% | outsideDelta=+70 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskFirstWorse=true | standardFamily=COMPLETE_CABIN | rearBoundaryRiskFirstFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 29
Scenario seed: -8826883297488384080

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.82%
Blocker-prone seat share (topology component): 59.38%
Aisle-assignment balance: 97.92%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1030
Passengers seated: 288/288
Average waiting ticks: 470.73
Longest waiting passenger: P27->14D(RIGHT)
Longest waiting ticks: 979

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2481
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 39
Multiple-blocker events: 14
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2474
Maximum occupied tiles: 14
Seat events: 147
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 119
Reservations granted: 119
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6265
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7752
Total stationary ticks: 140988
Seat-event requests: 303
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 762
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 762
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:27
Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 29
Scenario seed: -8826883297488384080

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET
Row-zone concentration (diagnostic control): 28.82%
Blocker-prone seat share (topology component): 59.38%
Aisle-assignment balance: 97.92%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2531
Passengers seated: 279/288
Average waiting ticks: 484.56
Longest waiting passenger: P128->29G(LEFT)
Longest waiting ticks: 2467

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 8
Cluster candidates evaluated: 8
Executable cluster candidates: 0
Rejected cluster candidates: 8
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 9
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 2102
Regions dissolved: 1
Repeated reconstructions avoided: 2102
Largest region lifetime: 2091
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2091:occupied=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1643
State changes reopening evaluation: 7
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2470
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 36
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 2474
Maximum occupied tiles: 13
Seat events: 147
Single-blocker events: 34
Multiple-blocker events: 19
Temporary aisle reoccupations: 74

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 330
Reservations granted: 330
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11699
Longest unresolved passenger ID: 254
Longest unresolved row: 35
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P140(33D/LEFT) -> P144(33B/LEFT) -> P271(34C/LEFT) -> P254(35A/LEFT) -> P273(35G/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 140
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 24543
Total stationary ticks: 156043
Seat-event requests: 2128
Failed seat-event starts: 1849

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 273
Critical blocker identity: P273->35G(LEFT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P273(35G/LEFT/WAITING_FOR_SEAT_EVENT)
  P254(35A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P271(34C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P144(33B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P140(33D/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1636
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 36|37
Critical blocker unavailable yield tiles: 37
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1636
Rear-boundary failures: 213
Middle-bank reservation failures: 0
Active-event deferrals: 1318
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 36|37
Current unavailable yield tiles: 37
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2128\nPrecedence substitutions made: 3\nDependency chains followed: 1623\nBlocked by waiting-row occupant: 1623\nSubstituted events started: 4\nOccupied-space rejections: 6515\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 29 | standardDataset=288/288 (100.00%) | rearBoundaryRiskFirstDataset=279/288 (96.88%) | seatedDelta=-9 | completionDelta=-3.13% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskFirstWorse=true | standardFamily=COMPLETE_CABIN | rearBoundaryRiskFirstFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 30
Scenario seed: -2340696985577362527

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.29%
Blocker-prone seat share (topology component): 76.56%
Aisle-assignment balance: 98.96%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 703
Passengers seated: 192/192
Average waiting ticks: 312.82
Longest waiting passenger: P40->2F(LEFT)
Longest waiting ticks: 652

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1413
Maximum occupied tiles: 12
Seat events: 97
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

RIGHT AISLE
-----------
Total moves: 1381
Maximum occupied tiles: 13
Seat events: 95
Single-blocker events: 18
Multiple-blocker events: 5
Temporary aisle reoccupations: 28

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 96
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3358
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4241
Total stationary ticks: 62759
Seat-event requests: 195
Failed seat-event starts: 3

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 520
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 3
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 520
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 197\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
============================================================
Date/Time: 2026-07-17 00:37:27
Experiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET
Frozen architecture enabled: true
Experiment seed: 2483790101901
Scenario number: 30
Scenario seed: -2340696985577362527

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_FIRST_DATASET
Row-zone concentration (diagnostic control): 32.29%
Blocker-prone seat share (topology component): 76.56%
Aisle-assignment balance: 98.96%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2169
Passengers seated: 138/192
Average waiting ticks: 520.04
Longest waiting passenger: P9->28F(LEFT)
Longest waiting ticks: 2169

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 34
Cluster candidates evaluated: 34
Executable cluster candidates: 0
Rejected cluster candidates: 34
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 30
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2115
Regions dissolved: 0
Repeated reconstructions avoided: 2115
Largest region lifetime: 2116
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2116:occupied=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1890
State changes reopening evaluation: 33
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 888
Maximum occupied tiles: 30
Seat events: 43
Single-blocker events: 11
Multiple-blocker events: 1
Temporary aisle reoccupations: 13

RIGHT AISLE
-----------
Total moves: 1381
Maximum occupied tiles: 13
Seat events: 95
Single-blocker events: 18
Multiple-blocker events: 3
Temporary aisle reoccupations: 24

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1996
Reservations granted: 1993
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 24
Remaining moving in aisle: 28
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 52994
Longest unresolved passenger ID: 9
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 29
Longest dependency chain: P128(4A/LEFT) -> P186(14C/LEFT) -> P165(16B/LEFT) -> P2(18A/LEFT) -> P12(23E/LEFT) -> P86(18F/LEFT) -> P11(19B/LEFT) -> P189(21A/LEFT) -> P112(13A/LEFT) -> P174(24B/LEFT) -> P131(26B/LEFT) -> P109(20E/LEFT) -> P20(16A/LEFT) -> P116(15B/LEFT) -> P73(22A/LEFT) -> P14(26E/LEFT) -> P51(25B/LEFT) -> P130(27A/LEFT) -> P93(23F/LEFT) -> P124(23B/LEFT) -> P28(23C/LEFT) -> P141(27B/LEFT) -> P152(27F/LEFT) -> P171(28E/LEFT) -> P113(26C/LEFT) -> P63(28A/LEFT) -> P135(28D/LEFT) -> P155(29A/LEFT) -> P84(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 128
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 28
Total blocked ticks: 59880
Total stationary ticks: 154489
Seat-event requests: 2063
Failed seat-event starts: 1925

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 84
Critical blocker identity: P84->29F(LEFT)
Direct fan-out: 1
Total indirect descendants: 28
Critical tree size including blocker: 29
Critical tree depth: 29
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 30
Unresolved outside passengers: 24
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P84(29F/LEFT/WAITING_FOR_SEAT_EVENT)
  P155(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P135(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P63(28A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P113(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P171(28E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P152(27F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P141(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P28(23C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P124(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P93(23F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P130(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P51(25B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P14(26E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P73(22A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P116(15B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P20(16A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P109(20E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P131(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P174(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P112(13A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P189(21A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P11(19B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P86(18F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                P12(23E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P2(18A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P165(16B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P186(14C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                                        P128(4A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1913
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 30|31
Critical blocker yield-tile occupants: 37|-1
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 12
Rear-boundary failures: 1913
Middle-bank reservation failures: 3
Active-event deferrals: 631
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[37]: P37(30F/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P37->30F(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: P37{seat=30F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=46,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 30|31
Current yield-tile occupants: 37|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_FIRST_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2067\nPrecedence substitutions made: 0\nDependency chains followed: 1926\nBlocked by waiting-row occupant: 1926\nSubstituted events started: 1\nOccupied-space rejections: 1928\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 30 | standardDataset=192/192 (100.00%) | rearBoundaryRiskFirstDataset=138/192 (71.88%) | seatedDelta=-54 | completionDelta=-28.13% | outsideDelta=+24 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskFirstWorse=true | standardFamily=COMPLETE_CABIN | rearBoundaryRiskFirstFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 31
REAR-BOUNDARY RISK-FIRST ADMISSION
************************************************************
Experiment seed: 2483790101901
Scenarios executed: 60
Successful completions: 27
Incomplete/MAX_TICKS: 33
Average completed ticks: 1702.87
Average waiting ticks: 526.71
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:39
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 1
Scenario seed: 2044768959687953291

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 94.33%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2580
Passengers seated: 277/282
Average waiting ticks: 485.50
Longest waiting passenger: P75->31F(LEFT)
Longest waiting ticks: 2503

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 5
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1655
Regions dissolved: 0
Repeated reconstructions avoided: 1655
Largest region lifetime: 1656
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1656:occupied=5
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1649
State changes reopening evaluation: 4
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1985
Maximum occupied tiles: 10
Seat events: 128
Single-blocker events: 32
Multiple-blocker events: 14
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2393
Maximum occupied tiles: 11
Seat events: 149
Single-blocker events: 38
Multiple-blocker events: 17
Temporary aisle reoccupations: 72

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1774
Reservations granted: 1772
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 7105
Longest unresolved passenger ID: 228
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P256(28E/LEFT) -> P161(30B/LEFT) -> P273(32C/LEFT) -> P228(31C/LEFT) -> P75(31F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 256
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 14596
Total stationary ticks: 147767
Seat-event requests: 1964
Failed seat-event starts: 1687

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 75
Critical blocker identity: P75->31F(LEFT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P75(31F/LEFT/WAITING_FOR_SEAT_EVENT)
  P228(31C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P273(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P161(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P256(28E/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1675
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 12
Rear-boundary failures: 1675
Middle-bank reservation failures: 2
Active-event deferrals: 585
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1966\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 1
Scenario seed: 2044768959687953291

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 94.33%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2580
Passengers seated: 277/282
Average waiting ticks: 485.48
Longest waiting passenger: P75->31F(LEFT)
Longest waiting ticks: 2503

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 5
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1655
Regions dissolved: 0
Repeated reconstructions avoided: 1655
Largest region lifetime: 1656
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1656:occupied=5
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1649
State changes reopening evaluation: 4
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1985
Maximum occupied tiles: 10
Seat events: 128
Single-blocker events: 32
Multiple-blocker events: 14
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2393
Maximum occupied tiles: 11
Seat events: 149
Single-blocker events: 38
Multiple-blocker events: 17
Temporary aisle reoccupations: 72

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1774
Reservations granted: 1772
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 7096
Longest unresolved passenger ID: 228
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P256(28E/LEFT) -> P161(30B/LEFT) -> P273(32C/LEFT) -> P228(31C/LEFT) -> P75(31F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 256
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 14588
Total stationary ticks: 147764
Seat-event requests: 1964
Failed seat-event starts: 1687

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 75
Critical blocker identity: P75->31F(LEFT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P75(31F/LEFT/WAITING_FOR_SEAT_EVENT)
  P228(31C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P273(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P161(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P256(28E/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1675
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 12
Rear-boundary failures: 1675
Middle-bank reservation failures: 2
Active-event deferrals: 574
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1966\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 01 | standardDataset=277/282 (98.23%) | rearBoundaryRiskDispersionDataset=277/282 (98.23%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskDispersionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | rearBoundaryRiskDispersionFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 2
Scenario seed: 7749855452758587244

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1262
Passengers seated: 353/353
Average waiting ticks: 583.34
Longest waiting passenger: P327->24E(LEFT)
Longest waiting ticks: 1189

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 7
Selected release potential total: 9
Last cluster decision: RIGHT:tiles11-17:occupied=6:anchor=P21:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 90
Regions dissolved: 4
Repeated reconstructions avoided: 90
Largest region lifetime: 51
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=51
Confirmation deferral ticks: 6
Regions reaching confirmation: 2
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2832
Maximum occupied tiles: 14
Seat events: 174
Single-blocker events: 49
Multiple-blocker events: 29
Temporary aisle reoccupations: 111

RIGHT AISLE
-----------
Total moves: 3312
Maximum occupied tiles: 15
Seat events: 179
Single-blocker events: 50
Multiple-blocker events: 34
Temporary aisle reoccupations: 126

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 164
Reservations granted: 157
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7799
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9843
Total stationary ticks: 212677
Seat-event requests: 385
Failed seat-event starts: 32

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 956
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 32
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 956
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 391\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 9\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 2
Scenario seed: 7749855452758587244

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1262
Passengers seated: 353/353
Average waiting ticks: 583.39
Longest waiting passenger: P327->24E(LEFT)
Longest waiting ticks: 1189

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 7
Selected release potential total: 9
Last cluster decision: RIGHT:tiles11-17:occupied=6:anchor=P21:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 90
Regions dissolved: 4
Repeated reconstructions avoided: 90
Largest region lifetime: 51
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=51
Confirmation deferral ticks: 6
Regions reaching confirmation: 2
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2832
Maximum occupied tiles: 14
Seat events: 174
Single-blocker events: 49
Multiple-blocker events: 29
Temporary aisle reoccupations: 111

RIGHT AISLE
-----------
Total moves: 3312
Maximum occupied tiles: 15
Seat events: 179
Single-blocker events: 50
Multiple-blocker events: 34
Temporary aisle reoccupations: 126

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 164
Reservations granted: 157
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7784
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9830
Total stationary ticks: 212674
Seat-event requests: 385
Failed seat-event starts: 32

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 961
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 32
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 961
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 391\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 9\nOccupied-space rejections: 37\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 02 | standardDataset=353/353 (100.00%) | rearBoundaryRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | rearBoundaryRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | rearBoundaryRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 3
Scenario seed: 3286814622684046178

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 59.49%
Aisle-assignment balance: 95.18%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1310
Passengers seated: 353/353
Average waiting ticks: 582.87
Longest waiting passenger: P42->34F(LEFT)
Longest waiting ticks: 1233

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3228
Maximum occupied tiles: 16
Seat events: 185
Single-blocker events: 39
Multiple-blocker events: 28
Temporary aisle reoccupations: 102

RIGHT AISLE
-----------
Total moves: 2948
Maximum occupied tiles: 15
Seat events: 168
Single-blocker events: 53
Multiple-blocker events: 25
Temporary aisle reoccupations: 105

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 155
Reservations granted: 155
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7845
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9526
Total stationary ticks: 212486
Seat-event requests: 373
Failed seat-event starts: 20

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 824
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 20
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 824
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 373\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 3
Scenario seed: 3286814622684046178

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 59.49%
Aisle-assignment balance: 95.18%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1310
Passengers seated: 353/353
Average waiting ticks: 582.94
Longest waiting passenger: P42->34F(LEFT)
Longest waiting ticks: 1233

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3228
Maximum occupied tiles: 16
Seat events: 185
Single-blocker events: 39
Multiple-blocker events: 28
Temporary aisle reoccupations: 102

RIGHT AISLE
-----------
Total moves: 2948
Maximum occupied tiles: 15
Seat events: 168
Single-blocker events: 53
Multiple-blocker events: 25
Temporary aisle reoccupations: 105

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 155
Reservations granted: 155
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7825
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9493
Total stationary ticks: 212476
Seat-event requests: 373
Failed seat-event starts: 20

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 829
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 20
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 829
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 373\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 03 | standardDataset=353/353 (100.00%) | rearBoundaryRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | rearBoundaryRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 4
Scenario seed: 7103177306982924852

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 58.82%
Aisle-assignment balance: 98.69%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1105
Passengers seated: 306/306
Average waiting ticks: 504.58
Longest waiting passenger: P280->32A(LEFT)
Longest waiting ticks: 1037

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 6
Last cluster decision: RIGHT:tiles24-26:occupied=3:anchor=P118:selected=P175:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 46
Regions dissolved: 3
Repeated reconstructions avoided: 46
Largest region lifetime: 28
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=9
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2733
Maximum occupied tiles: 12
Seat events: 155
Single-blocker events: 46
Multiple-blocker events: 20
Temporary aisle reoccupations: 92

RIGHT AISLE
-----------
Total moves: 2725
Maximum occupied tiles: 15
Seat events: 151
Single-blocker events: 41
Multiple-blocker events: 15
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 141
Reservations granted: 137
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6920
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8138
Total stationary ticks: 160199
Seat-event requests: 328
Failed seat-event starts: 22

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 646
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 22
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 646
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 330\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 27\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 4
Scenario seed: 7103177306982924852

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 58.82%
Aisle-assignment balance: 98.69%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1105
Passengers seated: 306/306
Average waiting ticks: 504.58
Longest waiting passenger: P280->32A(LEFT)
Longest waiting ticks: 1037

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 6
Last cluster decision: RIGHT:tiles24-26:occupied=3:anchor=P118:selected=P175:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 46
Regions dissolved: 3
Repeated reconstructions avoided: 46
Largest region lifetime: 28
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=9
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2733
Maximum occupied tiles: 12
Seat events: 155
Single-blocker events: 46
Multiple-blocker events: 20
Temporary aisle reoccupations: 92

RIGHT AISLE
-----------
Total moves: 2725
Maximum occupied tiles: 15
Seat events: 151
Single-blocker events: 41
Multiple-blocker events: 15
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 141
Reservations granted: 137
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6920
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8138
Total stationary ticks: 160199
Seat-event requests: 328
Failed seat-event starts: 22

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 646
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 22
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 646
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 330\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 27\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 04 | standardDataset=306/306 (100.00%) | rearBoundaryRiskDispersionDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | rearBoundaryRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | rearBoundaryRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 5
Scenario seed: -7201001253565276887

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2497
Passengers seated: 280/282
Average waiting ticks: 465.55
Longest waiting passenger: P240->32D(RIGHT)
Longest waiting ticks: 2434

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 7
Selected release potential total: 8
Last cluster decision: RIGHT:tiles10-16:occupied=6:anchor=P86:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 50
Regions dissolved: 2
Repeated reconstructions avoided: 50
Largest region lifetime: 43
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=43
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2167
Maximum occupied tiles: 12
Seat events: 139
Single-blocker events: 42
Multiple-blocker events: 16
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 2196
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 43
Multiple-blocker events: 13
Temporary aisle reoccupations: 69

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1617
Reservations granted: 1617
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5654
Longest unresolved passenger ID: 24
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P24(32G/RIGHT) -> P240(32D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 24
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 10294
Total stationary ticks: 137776
Seat-event requests: 1822
Failed seat-event starts: 1542

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 240
Critical blocker identity: P240->32D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P240(32D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P24(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1522
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 33|34
Critical blocker unavailable yield tiles: 33|34
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 20
Rear-boundary failures: 1522
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 33|34
Current unavailable yield tiles: 33|34
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1820\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 4\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 5
Scenario seed: -7201001253565276887

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2497
Passengers seated: 280/282
Average waiting ticks: 465.49
Longest waiting passenger: P240->32D(RIGHT)
Longest waiting ticks: 2434

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 7
Selected release potential total: 8
Last cluster decision: RIGHT:tiles10-16:occupied=6:anchor=P86:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 50
Regions dissolved: 2
Repeated reconstructions avoided: 50
Largest region lifetime: 43
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=43
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2167
Maximum occupied tiles: 12
Seat events: 139
Single-blocker events: 42
Multiple-blocker events: 16
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 2196
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 43
Multiple-blocker events: 13
Temporary aisle reoccupations: 69

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1617
Reservations granted: 1617
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5679
Longest unresolved passenger ID: 24
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P24(32G/RIGHT) -> P240(32D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 24
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 10309
Total stationary ticks: 137781
Seat-event requests: 1822
Failed seat-event starts: 1542

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 240
Critical blocker identity: P240->32D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P240(32D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P24(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1522
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 33|34
Critical blocker unavailable yield tiles: 33|34
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 20
Rear-boundary failures: 1522
Middle-bank reservation failures: 0
Active-event deferrals: 715
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 33|34
Current unavailable yield tiles: 33|34
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1820\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 4\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 05 | standardDataset=280/282 (99.29%) | rearBoundaryRiskDispersionDataset=280/282 (99.29%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | rearBoundaryRiskDispersionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | rearBoundaryRiskDispersionFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 6
Scenario seed: -2749685892033663416

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.43%
Blocker-prone seat share (topology component): 59.48%
Aisle-assignment balance: 95.42%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1166
Passengers seated: 306/306
Average waiting ticks: 518.93
Longest waiting passenger: P184->32A(LEFT)
Longest waiting ticks: 1107

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2779
Maximum occupied tiles: 13
Seat events: 160
Single-blocker events: 48
Multiple-blocker events: 19
Temporary aisle reoccupations: 89

RIGHT AISLE
-----------
Total moves: 2543
Maximum occupied tiles: 12
Seat events: 146
Single-blocker events: 41
Multiple-blocker events: 13
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 132
Reservations granted: 132
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6021
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7266
Total stationary ticks: 163767
Seat-event requests: 321
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 646
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 1
Middle-bank reservation failures: 0
Active-event deferrals: 646
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 321\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 6
Scenario seed: -2749685892033663416

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.43%
Blocker-prone seat share (topology component): 59.48%
Aisle-assignment balance: 95.42%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1166
Passengers seated: 306/306
Average waiting ticks: 518.93
Longest waiting passenger: P184->32A(LEFT)
Longest waiting ticks: 1107

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2779
Maximum occupied tiles: 13
Seat events: 160
Single-blocker events: 48
Multiple-blocker events: 19
Temporary aisle reoccupations: 89

RIGHT AISLE
-----------
Total moves: 2543
Maximum occupied tiles: 12
Seat events: 146
Single-blocker events: 41
Multiple-blocker events: 13
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 132
Reservations granted: 132
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6026
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7271
Total stationary ticks: 163772
Seat-event requests: 321
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 646
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 1
Middle-bank reservation failures: 0
Active-event deferrals: 646
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 321\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 06 | standardDataset=306/306 (100.00%) | rearBoundaryRiskDispersionDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | rearBoundaryRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 7
Scenario seed: -5058958009838469454

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 26.23%
Blocker-prone seat share (topology component): 61.73%
Aisle-assignment balance: 98.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1159
Passengers seated: 324/324
Average waiting ticks: 535.53
Longest waiting passenger: P241->17H(RIGHT)
Longest waiting ticks: 1122

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 53
Regions dissolved: 2
Repeated reconstructions avoided: 53
Largest region lifetime: 43
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=12
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2761
Maximum occupied tiles: 14
Seat events: 159
Single-blocker events: 33
Multiple-blocker events: 22
Temporary aisle reoccupations: 78

RIGHT AISLE
-----------
Total moves: 2928
Maximum occupied tiles: 13
Seat events: 165
Single-blocker events: 50
Multiple-blocker events: 22
Temporary aisle reoccupations: 98

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 141
Reservations granted: 138
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7211
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8955
Total stationary ticks: 179808
Seat-event requests: 333
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 863
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 863
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 336\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 7\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 7
Scenario seed: -5058958009838469454

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 26.23%
Blocker-prone seat share (topology component): 61.73%
Aisle-assignment balance: 98.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1159
Passengers seated: 324/324
Average waiting ticks: 535.53
Longest waiting passenger: P241->17H(RIGHT)
Longest waiting ticks: 1122

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 53
Regions dissolved: 2
Repeated reconstructions avoided: 53
Largest region lifetime: 43
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=12
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2761
Maximum occupied tiles: 14
Seat events: 159
Single-blocker events: 33
Multiple-blocker events: 22
Temporary aisle reoccupations: 78

RIGHT AISLE
-----------
Total moves: 2928
Maximum occupied tiles: 13
Seat events: 165
Single-blocker events: 50
Multiple-blocker events: 22
Temporary aisle reoccupations: 98

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 141
Reservations granted: 138
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7211
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8955
Total stationary ticks: 179808
Seat-event requests: 333
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 863
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 863
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 336\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 7\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 07 | standardDataset=324/324 (100.00%) | rearBoundaryRiskDispersionDataset=324/324 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | rearBoundaryRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 8
Scenario seed: 8250370360805939355

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 59.65%
Aisle-assignment balance: 95.32%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1285
Passengers seated: 342/342
Average waiting ticks: 583.69
Longest waiting passenger: P102->7D(RIGHT)
Longest waiting ticks: 1222

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2825
Maximum occupied tiles: 14
Seat events: 163
Single-blocker events: 47
Multiple-blocker events: 19
Temporary aisle reoccupations: 88

RIGHT AISLE
-----------
Total moves: 3106
Maximum occupied tiles: 12
Seat events: 179
Single-blocker events: 52
Multiple-blocker events: 20
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 150
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6960
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8487
Total stationary ticks: 205463
Seat-event requests: 360
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 772
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 772
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 362\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 8
Scenario seed: 8250370360805939355

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 59.65%
Aisle-assignment balance: 95.32%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1285
Passengers seated: 342/342
Average waiting ticks: 583.68
Longest waiting passenger: P102->7D(RIGHT)
Longest waiting ticks: 1222

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2825
Maximum occupied tiles: 13
Seat events: 163
Single-blocker events: 47
Multiple-blocker events: 19
Temporary aisle reoccupations: 88

RIGHT AISLE
-----------
Total moves: 3106
Maximum occupied tiles: 12
Seat events: 179
Single-blocker events: 52
Multiple-blocker events: 20
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 150
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6985
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8469
Total stationary ticks: 205459
Seat-event requests: 360
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 760
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 760
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 362\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 08 | standardDataset=342/342 (100.00%) | rearBoundaryRiskDispersionDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | rearBoundaryRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 9
Scenario seed: -8940097868778382914

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.61%
Blocker-prone seat share (topology component): 65.31%
Aisle-assignment balance: 99.59%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 879
Passengers seated: 245/245
Average waiting ticks: 398.60
Longest waiting passenger: P136->30C(LEFT)
Longest waiting ticks: 813

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1962
Maximum occupied tiles: 13
Seat events: 123
Single-blocker events: 39
Multiple-blocker events: 9
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1861
Maximum occupied tiles: 12
Seat events: 122
Single-blocker events: 38
Multiple-blocker events: 9
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 80
Reservations granted: 80
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4642
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5649
Total stationary ticks: 101517
Seat-event requests: 252
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 500
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 500
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 252\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 9
Scenario seed: -8940097868778382914

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.61%
Blocker-prone seat share (topology component): 65.31%
Aisle-assignment balance: 99.59%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 879
Passengers seated: 245/245
Average waiting ticks: 398.60
Longest waiting passenger: P136->30C(LEFT)
Longest waiting ticks: 813

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1962
Maximum occupied tiles: 13
Seat events: 123
Single-blocker events: 39
Multiple-blocker events: 9
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1861
Maximum occupied tiles: 12
Seat events: 122
Single-blocker events: 38
Multiple-blocker events: 9
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 80
Reservations granted: 80
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4642
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5649
Total stationary ticks: 101517
Seat-event requests: 252
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 500
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 500
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 252\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 09 | standardDataset=245/245 (100.00%) | rearBoundaryRiskDispersionDataset=245/245 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | rearBoundaryRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 10
Scenario seed: 2421523776016265320

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 37.50%
Blocker-prone seat share (topology component): 74.48%
Aisle-assignment balance: 97.92%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 702
Passengers seated: 192/192
Average waiting ticks: 306.44
Longest waiting passenger: P183->30F(LEFT)
Longest waiting ticks: 655

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1450
Maximum occupied tiles: 12
Seat events: 98
Single-blocker events: 24
Multiple-blocker events: 9
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1325
Maximum occupied tiles: 12
Seat events: 94
Single-blocker events: 18
Multiple-blocker events: 4
Temporary aisle reoccupations: 26

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 105
Reservations granted: 101
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3682
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4606
Total stationary ticks: 61980
Seat-event requests: 194
Failed seat-event starts: 2

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 480
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 2
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 480
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 198\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 3\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 10
Scenario seed: 2421523776016265320

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 37.50%
Blocker-prone seat share (topology component): 74.48%
Aisle-assignment balance: 97.92%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 702
Passengers seated: 192/192
Average waiting ticks: 306.44
Longest waiting passenger: P183->30F(LEFT)
Longest waiting ticks: 655

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1450
Maximum occupied tiles: 12
Seat events: 98
Single-blocker events: 24
Multiple-blocker events: 9
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1325
Maximum occupied tiles: 12
Seat events: 94
Single-blocker events: 18
Multiple-blocker events: 4
Temporary aisle reoccupations: 26

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 105
Reservations granted: 101
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3682
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4606
Total stationary ticks: 61980
Seat-event requests: 194
Failed seat-event starts: 2

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 480
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 2
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 480
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 198\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 3\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 10 | standardDataset=192/192 (100.00%) | rearBoundaryRiskDispersionDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | rearBoundaryRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 11
Scenario seed: 3683808090207447630

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 26.54%
Blocker-prone seat share (topology component): 60.19%
Aisle-assignment balance: 93.21%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1231
Passengers seated: 324/324
Average waiting ticks: 542.88
Longest waiting passenger: P0->7I(RIGHT)
Longest waiting ticks: 1186

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2742
Maximum occupied tiles: 14
Seat events: 151
Single-blocker events: 49
Multiple-blocker events: 15
Temporary aisle reoccupations: 84

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 12
Seat events: 173
Single-blocker events: 54
Multiple-blocker events: 22
Temporary aisle reoccupations: 103

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 142
Reservations granted: 140
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7033
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8494
Total stationary ticks: 181802
Seat-event requests: 336
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 779
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 779
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 338\nPrecedence substitutions made: 1\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 11
Scenario seed: 3683808090207447630

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 26.54%
Blocker-prone seat share (topology component): 60.19%
Aisle-assignment balance: 93.21%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1230
Passengers seated: 324/324
Average waiting ticks: 542.40
Longest waiting passenger: P0->7I(RIGHT)
Longest waiting ticks: 1185

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2742
Maximum occupied tiles: 14
Seat events: 151
Single-blocker events: 49
Multiple-blocker events: 15
Temporary aisle reoccupations: 84

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 12
Seat events: 173
Single-blocker events: 54
Multiple-blocker events: 22
Temporary aisle reoccupations: 103

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 142
Reservations granted: 140
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7057
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8513
Total stationary ticks: 181661
Seat-event requests: 336
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 783
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 783
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 338\nPrecedence substitutions made: 1\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 11 | standardDataset=324/324 (100.00%) | rearBoundaryRiskDispersionDataset=324/324 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | rearBoundaryRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 12
Scenario seed: 405447290552387871

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1300
Passengers seated: 353/353
Average waiting ticks: 602.71
Longest waiting passenger: P185->7A(LEFT)
Longest waiting ticks: 1256

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 22
Regions dissolved: 1
Repeated reconstructions avoided: 22
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=23
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3135
Maximum occupied tiles: 12
Seat events: 181
Single-blocker events: 52
Multiple-blocker events: 19
Temporary aisle reoccupations: 96

RIGHT AISLE
-----------
Total moves: 3047
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 38
Multiple-blocker events: 29
Temporary aisle reoccupations: 98

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 156
Reservations granted: 156
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7261
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8677
Total stationary ticks: 218783
Seat-event requests: 373
Failed seat-event starts: 20

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 718
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 20
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 718
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 373\nPrecedence substitutions made: 4\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 5\nOccupied-space rejections: 29\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 12
Scenario seed: 405447290552387871

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1300
Passengers seated: 353/353
Average waiting ticks: 602.71
Longest waiting passenger: P185->7A(LEFT)
Longest waiting ticks: 1256

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 22
Regions dissolved: 1
Repeated reconstructions avoided: 22
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=23
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3135
Maximum occupied tiles: 12
Seat events: 181
Single-blocker events: 52
Multiple-blocker events: 19
Temporary aisle reoccupations: 96

RIGHT AISLE
-----------
Total moves: 3047
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 38
Multiple-blocker events: 29
Temporary aisle reoccupations: 98

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 156
Reservations granted: 156
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7254
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8694
Total stationary ticks: 218787
Seat-event requests: 373
Failed seat-event starts: 20

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 730
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 20
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 730
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 373\nPrecedence substitutions made: 4\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 5\nOccupied-space rejections: 29\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 12 | standardDataset=353/353 (100.00%) | rearBoundaryRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | rearBoundaryRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 13
Scenario seed: 8596636796551435298

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 96.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1022
Passengers seated: 282/282
Average waiting ticks: 461.29
Longest waiting passenger: P28->13E(LEFT)
Longest waiting ticks: 972

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 3
Cluster candidates evaluated: 5
Executable cluster candidates: 1
Rejected cluster candidates: 4
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles12-15:occupied=3:anchor=P62:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2297
Maximum occupied tiles: 13
Seat events: 146
Single-blocker events: 43
Multiple-blocker events: 20
Temporary aisle reoccupations: 83

RIGHT AISLE
-----------
Total moves: 2073
Maximum occupied tiles: 11
Seat events: 136
Single-blocker events: 39
Multiple-blocker events: 13
Temporary aisle reoccupations: 65

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5873
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7232
Total stationary ticks: 135076
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 680
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 680
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 296\nPrecedence substitutions made: 1\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 2\nOccupied-space rejections: 38\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 13
Scenario seed: 8596636796551435298

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 96.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1022
Passengers seated: 282/282
Average waiting ticks: 461.29
Longest waiting passenger: P28->13E(LEFT)
Longest waiting ticks: 972

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 3
Cluster candidates evaluated: 5
Executable cluster candidates: 1
Rejected cluster candidates: 4
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles12-15:occupied=3:anchor=P62:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2297
Maximum occupied tiles: 13
Seat events: 146
Single-blocker events: 43
Multiple-blocker events: 20
Temporary aisle reoccupations: 83

RIGHT AISLE
-----------
Total moves: 2073
Maximum occupied tiles: 11
Seat events: 136
Single-blocker events: 39
Multiple-blocker events: 13
Temporary aisle reoccupations: 65

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5873
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7232
Total stationary ticks: 135076
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 680
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 680
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 296\nPrecedence substitutions made: 1\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 2\nOccupied-space rejections: 38\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 13 | standardDataset=282/282 (100.00%) | rearBoundaryRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | rearBoundaryRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | rearBoundaryRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 14
Scenario seed: -1267404298717390323

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.43%
Blocker-prone seat share (topology component): 66.09%
Aisle-assignment balance: 93.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 887
Passengers seated: 230/230
Average waiting ticks: 379.30
Longest waiting passenger: P42->26H(RIGHT)
Longest waiting ticks: 820

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1612
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 24
Multiple-blocker events: 4
Temporary aisle reoccupations: 32

RIGHT AISLE
-----------
Total moves: 1891
Maximum occupied tiles: 12
Seat events: 123
Single-blocker events: 31
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 81
Reservations granted: 81
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4164
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5439
Total stationary ticks: 90766
Seat-event requests: 236
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 236\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 14
Scenario seed: -1267404298717390323

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.43%
Blocker-prone seat share (topology component): 66.09%
Aisle-assignment balance: 93.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 887
Passengers seated: 230/230
Average waiting ticks: 379.30
Longest waiting passenger: P42->26H(RIGHT)
Longest waiting ticks: 820

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1612
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 24
Multiple-blocker events: 4
Temporary aisle reoccupations: 32

RIGHT AISLE
-----------
Total moves: 1891
Maximum occupied tiles: 12
Seat events: 123
Single-blocker events: 31
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 81
Reservations granted: 81
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4164
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5439
Total stationary ticks: 90766
Seat-event requests: 236
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 236\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 14 | standardDataset=230/230 (100.00%) | rearBoundaryRiskDispersionDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | rearBoundaryRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 15
Scenario seed: 1541466076739683666

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.02%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 86.84%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 914
Passengers seated: 228/228
Average waiting ticks: 377.91
Longest waiting passenger: P214->26D(RIGHT)
Longest waiting ticks: 871

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1499
Maximum occupied tiles: 13
Seat events: 99
Single-blocker events: 29
Multiple-blocker events: 7
Temporary aisle reoccupations: 44

RIGHT AISLE
-----------
Total moves: 1808
Maximum occupied tiles: 13
Seat events: 129
Single-blocker events: 29
Multiple-blocker events: 19
Temporary aisle reoccupations: 72

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 124
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4156
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5344
Total stationary ticks: 89653
Seat-event requests: 238
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 594
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 594
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 239\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 15
Scenario seed: 1541466076739683666

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.02%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 86.84%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 914
Passengers seated: 228/228
Average waiting ticks: 377.91
Longest waiting passenger: P214->26D(RIGHT)
Longest waiting ticks: 871

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1499
Maximum occupied tiles: 13
Seat events: 99
Single-blocker events: 29
Multiple-blocker events: 7
Temporary aisle reoccupations: 44

RIGHT AISLE
-----------
Total moves: 1808
Maximum occupied tiles: 13
Seat events: 129
Single-blocker events: 29
Multiple-blocker events: 19
Temporary aisle reoccupations: 72

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 124
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4156
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5344
Total stationary ticks: 89653
Seat-event requests: 238
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 594
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 594
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 239\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 15 | standardDataset=228/228 (100.00%) | rearBoundaryRiskDispersionDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | rearBoundaryRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 16
Scenario seed: -1083042914210769918

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 35.94%
Blocker-prone seat share (topology component): 76.56%
Aisle-assignment balance: 97.92%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 707
Passengers seated: 192/192
Average waiting ticks: 309.85
Longest waiting passenger: P107->24A(LEFT)
Longest waiting ticks: 645

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 8
Last cluster decision: RIGHT:tiles11-16:occupied=5:anchor=P44:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 53
Regions dissolved: 2
Repeated reconstructions avoided: 53
Largest region lifetime: 29
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=29
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1465
Maximum occupied tiles: 12
Seat events: 98
Single-blocker events: 20
Multiple-blocker events: 6
Temporary aisle reoccupations: 32

RIGHT AISLE
-----------
Total moves: 1339
Maximum occupied tiles: 12
Seat events: 94
Single-blocker events: 22
Multiple-blocker events: 11
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 107
Reservations granted: 107
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3713
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4679
Total stationary ticks: 62678
Seat-event requests: 204
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 475
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 475
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 202\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 16
Scenario seed: -1083042914210769918

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 35.94%
Blocker-prone seat share (topology component): 76.56%
Aisle-assignment balance: 97.92%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 712
Passengers seated: 192/192
Average waiting ticks: 309.84
Longest waiting passenger: P112->30F(LEFT)
Longest waiting ticks: 645

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 8
Last cluster decision: RIGHT:tiles11-16:occupied=5:anchor=P44:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 53
Regions dissolved: 2
Repeated reconstructions avoided: 53
Largest region lifetime: 29
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=29
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1465
Maximum occupied tiles: 12
Seat events: 98
Single-blocker events: 20
Multiple-blocker events: 6
Temporary aisle reoccupations: 32

RIGHT AISLE
-----------
Total moves: 1339
Maximum occupied tiles: 12
Seat events: 94
Single-blocker events: 22
Multiple-blocker events: 11
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 107
Reservations granted: 107
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3718
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4680
Total stationary ticks: 62679
Seat-event requests: 204
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 473
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 473
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 202\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 16 | standardDataset=192/192 (100.00%) | rearBoundaryRiskDispersionDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | rearBoundaryRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | rearBoundaryRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 17
Scenario seed: -8358352150838634724

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.74%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1046
Passengers seated: 282/282
Average waiting ticks: 466.79
Longest waiting passenger: P96->24I(RIGHT)
Longest waiting ticks: 991

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2083
Maximum occupied tiles: 12
Seat events: 135
Single-blocker events: 39
Multiple-blocker events: 14
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2272
Maximum occupied tiles: 11
Seat events: 147
Single-blocker events: 44
Multiple-blocker events: 18
Temporary aisle reoccupations: 80

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 99
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5495
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6682
Total stationary ticks: 136133
Seat-event requests: 292
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 650
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 650
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 17
Scenario seed: -8358352150838634724

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.74%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1046
Passengers seated: 282/282
Average waiting ticks: 466.79
Longest waiting passenger: P96->24I(RIGHT)
Longest waiting ticks: 991

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2083
Maximum occupied tiles: 12
Seat events: 135
Single-blocker events: 39
Multiple-blocker events: 14
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2272
Maximum occupied tiles: 11
Seat events: 147
Single-blocker events: 44
Multiple-blocker events: 18
Temporary aisle reoccupations: 80

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 99
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5495
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6682
Total stationary ticks: 136133
Seat-event requests: 292
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 650
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 650
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 17 | standardDataset=282/282 (100.00%) | rearBoundaryRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | rearBoundaryRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 18
Scenario seed: 6892917466092309374

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.76%
Blocker-prone seat share (topology component): 58.50%
Aisle-assignment balance: 99.35%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1104
Passengers seated: 306/306
Average waiting ticks: 514.39
Longest waiting passenger: P169->22E(RIGHT)
Longest waiting ticks: 1060

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2622
Maximum occupied tiles: 12
Seat events: 152
Single-blocker events: 35
Multiple-blocker events: 16
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2660
Maximum occupied tiles: 12
Seat events: 154
Single-blocker events: 40
Multiple-blocker events: 25
Temporary aisle reoccupations: 92

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 134
Reservations granted: 134
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6398
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7798
Total stationary ticks: 162869
Seat-event requests: 319
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 671
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 671
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 319\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 18
Scenario seed: 6892917466092309374

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.76%
Blocker-prone seat share (topology component): 58.50%
Aisle-assignment balance: 99.35%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1104
Passengers seated: 306/306
Average waiting ticks: 514.39
Longest waiting passenger: P169->22E(RIGHT)
Longest waiting ticks: 1060

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2622
Maximum occupied tiles: 12
Seat events: 152
Single-blocker events: 35
Multiple-blocker events: 16
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2660
Maximum occupied tiles: 12
Seat events: 154
Single-blocker events: 40
Multiple-blocker events: 25
Temporary aisle reoccupations: 92

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 134
Reservations granted: 134
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6398
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7798
Total stationary ticks: 162869
Seat-event requests: 319
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 671
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 671
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 319\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 18 | standardDataset=306/306 (100.00%) | rearBoundaryRiskDispersionDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | rearBoundaryRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 19
Scenario seed: -2389840558046686367

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 59.36%
Aisle-assignment balance: 97.66%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1260
Passengers seated: 342/342
Average waiting ticks: 573.58
Longest waiting passenger: P13->24I(RIGHT)
Longest waiting ticks: 1189

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 4
Executable cluster candidates: 2
Rejected cluster candidates: 2
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles6-10:occupied=4:anchor=P216:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 30
Regions dissolved: 2
Repeated reconstructions avoided: 30
Largest region lifetime: 21
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=21
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2897
Maximum occupied tiles: 15
Seat events: 167
Single-blocker events: 42
Multiple-blocker events: 21
Temporary aisle reoccupations: 85

RIGHT AISLE
-----------
Total moves: 3176
Maximum occupied tiles: 14
Seat events: 175
Single-blocker events: 53
Multiple-blocker events: 25
Temporary aisle reoccupations: 107

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 162
Reservations granted: 150
Reservations denied/waited: 12
Simultaneous opposite-aisle conflicts: 2

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7363
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9215
Total stationary ticks: 202520
Seat-event requests: 364
Failed seat-event starts: 22

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 889
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 22
Rear-boundary failures: 0
Middle-bank reservation failures: 12
Active-event deferrals: 889
Simultaneous arbitration losses: 2

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 376\nPrecedence substitutions made: 7\nDependency chains followed: 11\nBlocked by waiting-row occupant: 11\nSubstituted events started: 10\nOccupied-space rejections: 42\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 19
Scenario seed: -2389840558046686367

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 59.36%
Aisle-assignment balance: 97.66%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1260
Passengers seated: 342/342
Average waiting ticks: 573.55
Longest waiting passenger: P13->24I(RIGHT)
Longest waiting ticks: 1189

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 4
Executable cluster candidates: 2
Rejected cluster candidates: 2
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles6-10:occupied=4:anchor=P216:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 30
Regions dissolved: 2
Repeated reconstructions avoided: 30
Largest region lifetime: 21
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=21
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2897
Maximum occupied tiles: 15
Seat events: 167
Single-blocker events: 42
Multiple-blocker events: 21
Temporary aisle reoccupations: 85

RIGHT AISLE
-----------
Total moves: 3176
Maximum occupied tiles: 14
Seat events: 175
Single-blocker events: 53
Multiple-blocker events: 25
Temporary aisle reoccupations: 107

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 162
Reservations granted: 150
Reservations denied/waited: 12
Simultaneous opposite-aisle conflicts: 2

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7373
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9217
Total stationary ticks: 202522
Seat-event requests: 364
Failed seat-event starts: 22

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 878
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 22
Rear-boundary failures: 0
Middle-bank reservation failures: 12
Active-event deferrals: 878
Simultaneous arbitration losses: 2

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 376\nPrecedence substitutions made: 6\nDependency chains followed: 10\nBlocked by waiting-row occupant: 10\nSubstituted events started: 9\nOccupied-space rejections: 41\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 19 | standardDataset=342/342 (100.00%) | rearBoundaryRiskDispersionDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | rearBoundaryRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | rearBoundaryRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 20
Scenario seed: 8802292177727987258

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.47%
Blocker-prone seat share (topology component): 59.26%
Aisle-assignment balance: 93.21%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1216
Passengers seated: 324/324
Average waiting ticks: 542.05
Longest waiting passenger: P223->5I(RIGHT)
Longest waiting ticks: 1194

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:tiles10-14:occupied=4:anchor=P84:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 28
Regions dissolved: 2
Repeated reconstructions avoided: 28
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=22
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2609
Maximum occupied tiles: 14
Seat events: 151
Single-blocker events: 36
Multiple-blocker events: 20
Temporary aisle reoccupations: 79

RIGHT AISLE
-----------
Total moves: 3107
Maximum occupied tiles: 14
Seat events: 173
Single-blocker events: 53
Multiple-blocker events: 28
Temporary aisle reoccupations: 115

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 139
Reservations granted: 138
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7254
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8899
Total stationary ticks: 181840
Seat-event requests: 340
Failed seat-event starts: 16

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 837
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 16
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 837
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 340\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 20
Scenario seed: 8802292177727987258

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.47%
Blocker-prone seat share (topology component): 59.26%
Aisle-assignment balance: 93.21%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1215
Passengers seated: 324/324
Average waiting ticks: 542.05
Longest waiting passenger: P223->5I(RIGHT)
Longest waiting ticks: 1193

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:tiles10-14:occupied=4:anchor=P84:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2609
Maximum occupied tiles: 13
Seat events: 151
Single-blocker events: 35
Multiple-blocker events: 21
Temporary aisle reoccupations: 80

RIGHT AISLE
-----------
Total moves: 3107
Maximum occupied tiles: 14
Seat events: 173
Single-blocker events: 52
Multiple-blocker events: 28
Temporary aisle reoccupations: 114

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 140
Reservations granted: 138
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7331
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8990
Total stationary ticks: 181938
Seat-event requests: 340
Failed seat-event starts: 16

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 831
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 16
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 831
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 341\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 20 | standardDataset=324/324 (100.00%) | rearBoundaryRiskDispersionDataset=324/324 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | rearBoundaryRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | rearBoundaryRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 21
Scenario seed: 1741789050473798757

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.76%
Blocker-prone seat share (topology component): 60.78%
Aisle-assignment balance: 96.08%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1164
Passengers seated: 306/306
Average waiting ticks: 521.08
Longest waiting passenger: P77->33D(LEFT)
Longest waiting ticks: 1095

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2734
Maximum occupied tiles: 14
Seat events: 159
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 84

RIGHT AISLE
-----------
Total moves: 2588
Maximum occupied tiles: 13
Seat events: 147
Single-blocker events: 45
Multiple-blocker events: 18
Temporary aisle reoccupations: 84

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6051
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7379
Total stationary ticks: 164386
Seat-event requests: 319
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 755
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 2
Middle-bank reservation failures: 0
Active-event deferrals: 755
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 319\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 21
Scenario seed: 1741789050473798757

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.76%
Blocker-prone seat share (topology component): 60.78%
Aisle-assignment balance: 96.08%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1164
Passengers seated: 306/306
Average waiting ticks: 521.20
Longest waiting passenger: P77->33D(LEFT)
Longest waiting ticks: 1095

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2734
Maximum occupied tiles: 14
Seat events: 159
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 84

RIGHT AISLE
-----------
Total moves: 2588
Maximum occupied tiles: 13
Seat events: 147
Single-blocker events: 45
Multiple-blocker events: 18
Temporary aisle reoccupations: 84

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 130
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6026
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7393
Total stationary ticks: 164397
Seat-event requests: 321
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 786
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 2
Middle-bank reservation failures: 0
Active-event deferrals: 786
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 321\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 21 | standardDataset=306/306 (100.00%) | rearBoundaryRiskDispersionDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | rearBoundaryRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 22
Scenario seed: -4352869267410598664

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 86.52%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2489
Passengers seated: 256/282
Average waiting ticks: 499.41
Longest waiting passenger: P117->16D(RIGHT)
Longest waiting ticks: 2468

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 22
Cluster candidates evaluated: 79
Executable cluster candidates: 0
Rejected cluster candidates: 79
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 26
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1651
Regions dissolved: 0
Repeated reconstructions avoided: 1651
Largest region lifetime: 1652
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1652:occupied=26
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1542
State changes reopening evaluation: 21
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1765
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 34
Multiple-blocker events: 9
Temporary aisle reoccupations: 52

RIGHT AISLE
-----------
Total moves: 2363
Maximum occupied tiles: 28
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1617
Reservations granted: 1617
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 21
Remaining waiting at row: 5
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 33252
Longest unresolved passenger ID: 84
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 12
Longest dependency chain: P47(24G/RIGHT) -> P183(26H/RIGHT) -> P173(32F/RIGHT) -> P104(26E/RIGHT) -> P205(31H/RIGHT) -> P177(23F/RIGHT) -> P190(26F/RIGHT) -> P30(25G/RIGHT) -> P230(26I/RIGHT) -> P255(31G/RIGHT) -> P84(29D/RIGHT) -> P5(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 47
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 21
Total blocked ticks: 47043
Total stationary ticks: 177760
Seat-event requests: 1841
Failed seat-event starts: 1585

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 5
Critical blocker identity: P5->28I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 11
Critical tree size including blocker: 12
Critical tree depth: 12
Frozen internal components: 5
Terminal WAITING_FOR_SEAT_EVENT nodes: 5
Unresolved internal passengers: 26
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 14
Critical blocker tree:
P5(28I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P84(29D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P255(31G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P230(26I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P30(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P190(26F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P177(23F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P205(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P104(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P173(32F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P183(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P47(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1584
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 29
Critical blocker yield-tile occupants: 24
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 3
Yield-tile occupied failures: 1584
Rear-boundary failures: 1
Middle-bank reservation failures: 0
Active-event deferrals: 877
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[24]: P24(29I/RIGHT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P24->29I(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: P24{seat=29I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=29,directBlocker=-1,lastMoveTick=832,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 29
Current yield-tile occupants: 24
Final row-event chain: 5|24
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 5
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1841\nPrecedence substitutions made: 0\nDependency chains followed: 57\nBlocked by waiting-row occupant: 149\nSubstituted events started: 0\nOccupied-space rejections: 4995\nMaximum scheduling-chain depth: 4\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 22
Scenario seed: -4352869267410598664

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 86.52%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1134
Passengers seated: 282/282
Average waiting ticks: 477.77
Longest waiting passenger: P112->1G(RIGHT)
Longest waiting ticks: 1098

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1765
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 34
Multiple-blocker events: 9
Temporary aisle reoccupations: 52

RIGHT AISLE
-----------
Total moves: 2547
Maximum occupied tiles: 12
Seat events: 160
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5507
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6696
Total stationary ticks: 139293
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 638
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 638
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 287\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 22 | standardDataset=256/282 (90.78%) | rearBoundaryRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+26 | completionDelta=+9.22% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | rearBoundaryRiskDispersionWorse=false | standardFamily=LINKED_ROW_EVENT_CHAIN | rearBoundaryRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 23
Scenario seed: -1780584657104968244

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.72%
Blocker-prone seat share (topology component): 74.54%
Aisle-assignment balance: 99.07%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 776
Passengers seated: 216/216
Average waiting ticks: 356.95
Longest waiting passenger: P17->17F(LEFT)
Longest waiting ticks: 733

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1576
Maximum occupied tiles: 11
Seat events: 109
Single-blocker events: 27
Multiple-blocker events: 7
Temporary aisle reoccupations: 41

RIGHT AISLE
-----------
Total moves: 1533
Maximum occupied tiles: 12
Seat events: 107
Single-blocker events: 20
Multiple-blocker events: 14
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 119
Reservations granted: 115
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3980
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4851
Total stationary ticks: 80439
Seat-event requests: 221
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 397
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 397
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 225\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 23
Scenario seed: -1780584657104968244

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.72%
Blocker-prone seat share (topology component): 74.54%
Aisle-assignment balance: 99.07%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 775
Passengers seated: 216/216
Average waiting ticks: 356.19
Longest waiting passenger: P17->17F(LEFT)
Longest waiting ticks: 732

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 3
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles14-16:occupied=3:anchor=P177:selected=P147:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1576
Maximum occupied tiles: 11
Seat events: 109
Single-blocker events: 27
Multiple-blocker events: 7
Temporary aisle reoccupations: 41

RIGHT AISLE
-----------
Total moves: 1533
Maximum occupied tiles: 12
Seat events: 107
Single-blocker events: 20
Multiple-blocker events: 14
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 119
Reservations granted: 115
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4034
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4861
Total stationary ticks: 80296
Seat-event requests: 225
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 381
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 381
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 228\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 4\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 23 | standardDataset=216/216 (100.00%) | rearBoundaryRiskDispersionDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=3 | convertedToSuccess=false | rearBoundaryRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | rearBoundaryRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 24
Scenario seed: -1505245781240987898

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 67.52%
Aisle-assignment balance: 98.54%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2455
Passengers seated: 257/274
Average waiting ticks: 461.35
Longest waiting passenger: P27->24H(RIGHT)
Longest waiting ticks: 2414

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 14
Cluster candidates evaluated: 23
Executable cluster candidates: 0
Rejected cluster candidates: 23
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 17
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1754
Regions dissolved: 0
Repeated reconstructions avoided: 1754
Largest region lifetime: 1755
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1755:occupied=17
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1622
State changes reopening evaluation: 13
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2119
Maximum occupied tiles: 13
Seat events: 135
Single-blocker events: 31
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 2086
Maximum occupied tiles: 19
Seat events: 122
Single-blocker events: 26
Multiple-blocker events: 14
Temporary aisle reoccupations: 54

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 126
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 14
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 23971
Longest unresolved passenger ID: 152
Longest unresolved row: 31
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P265(16G/RIGHT) -> P242(16H/RIGHT) -> P237(18G/RIGHT) -> P192(20E/RIGHT) -> P23(30G/RIGHT) -> P212(22I/RIGHT) -> P34(24I/RIGHT) -> P172(32I/RIGHT) -> P72(29I/RIGHT) -> P11(24E/RIGHT) -> P27(24H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 265
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 14
Total blocked ticks: 35307
Total stationary ticks: 154452
Seat-event requests: 1915
Failed seat-event starts: 1658

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 27
Critical blocker identity: P27->24H(RIGHT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 17
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 6
Critical blocker tree:
P27(24H/RIGHT/WAITING_FOR_SEAT_EVENT)
  P11(24E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P72(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P34(24I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P212(22I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P23(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P192(20E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P237(18G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P242(16H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P265(16G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1658
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 25
Critical blocker unavailable yield tiles: 25
Critical blocker yield-tile occupants: 231
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1658
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 917
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 5
Yield-occupant trace: yieldOccupant[231]: P231(28G/RIGHT/MOVING_IN_AISLE@tile25) -> P177(30H/RIGHT/MOVING_IN_AISLE@tile26) -> P149(29H/RIGHT/MOVING_IN_AISLE@tile27) -> P152(31H/RIGHT/MOVING_IN_AISLE@tile28) -> P232(29D/RIGHT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P232->29D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P231{seat=28G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=25,directBlocker=177,lastMoveTick=726,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 25
Current unavailable yield tiles: 25
Current yield-tile occupants: 231
Final row-event chain: 27|231|177|149|152|232
Final row-event chain length: 6
Distinct row events in chain: 6
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1918\nPrecedence substitutions made: 3\nDependency chains followed: 36\nBlocked by waiting-row occupant: 36\nSubstituted events started: 4\nOccupied-space rejections: 1669\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 24
Scenario seed: -1505245781240987898

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 67.52%
Aisle-assignment balance: 98.54%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2455
Passengers seated: 257/274
Average waiting ticks: 461.35
Longest waiting passenger: P27->24H(RIGHT)
Longest waiting ticks: 2414

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 17
Cluster candidates evaluated: 25
Executable cluster candidates: 1
Rejected cluster candidates: 24
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 17
Selected release potential total: 6
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1793
Regions dissolved: 1
Repeated reconstructions avoided: 1793
Largest region lifetime: 1755
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1755:occupied=17
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1622
State changes reopening evaluation: 15
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2119
Maximum occupied tiles: 13
Seat events: 135
Single-blocker events: 31
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 2086
Maximum occupied tiles: 19
Seat events: 122
Single-blocker events: 26
Multiple-blocker events: 14
Temporary aisle reoccupations: 54

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 14
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 23991
Longest unresolved passenger ID: 152
Longest unresolved row: 31
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P265(16G/RIGHT) -> P242(16H/RIGHT) -> P237(18G/RIGHT) -> P192(20E/RIGHT) -> P23(30G/RIGHT) -> P212(22I/RIGHT) -> P34(24I/RIGHT) -> P172(32I/RIGHT) -> P72(29I/RIGHT) -> P11(24E/RIGHT) -> P27(24H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 265
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 14
Total blocked ticks: 35386
Total stationary ticks: 154476
Seat-event requests: 1921
Failed seat-event starts: 1664

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 27
Critical blocker identity: P27->24H(RIGHT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 17
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 6
Critical blocker tree:
P27(24H/RIGHT/WAITING_FOR_SEAT_EVENT)
  P11(24E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P72(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P34(24I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P212(22I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P23(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P192(20E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P237(18G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P242(16H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P265(16G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1664
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 25
Critical blocker unavailable yield tiles: 25
Critical blocker yield-tile occupants: 231
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1664
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 950
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 5
Yield-occupant trace: yieldOccupant[231]: P231(28G/RIGHT/MOVING_IN_AISLE@tile25) -> P177(30H/RIGHT/MOVING_IN_AISLE@tile26) -> P149(29H/RIGHT/MOVING_IN_AISLE@tile27) -> P152(31H/RIGHT/MOVING_IN_AISLE@tile28) -> P232(29D/RIGHT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P232->29D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P231{seat=28G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=25,directBlocker=177,lastMoveTick=726,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 25
Current unavailable yield tiles: 25
Current yield-tile occupants: 231
Final row-event chain: 27|231|177|149|152|232
Final row-event chain length: 6
Distinct row events in chain: 6
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1923\nPrecedence substitutions made: 5\nDependency chains followed: 38\nBlocked by waiting-row occupant: 38\nSubstituted events started: 7\nOccupied-space rejections: 1679\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 24 | standardDataset=257/274 (93.80%) | rearBoundaryRiskDispersionDataset=257/274 (93.80%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | rearBoundaryRiskDispersionWorse=false | standardFamily=MOVING_PASSENGER_YIELD_CHAIN | rearBoundaryRiskDispersionFamily=MOVING_PASSENGER_YIELD_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 25
Scenario seed: -881616666646411026

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2327
Passengers seated: 221/235
Average waiting ticks: 414.02
Longest waiting passenger: P59->26D(LEFT)
Longest waiting ticks: 2276

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 16
Cluster candidates evaluated: 51
Executable cluster candidates: 0
Rejected cluster candidates: 51
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 14
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1855
Regions dissolved: 0
Repeated reconstructions avoided: 1855
Largest region lifetime: 1856
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1856:occupied=14
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1646
State changes reopening evaluation: 15
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1774
Maximum occupied tiles: 19
Seat events: 102
Single-blocker events: 31
Multiple-blocker events: 6
Temporary aisle reoccupations: 44

RIGHT AISLE
-----------
Total moves: 1604
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 23
Multiple-blocker events: 15
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1778
Reservations granted: 1774
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 9
Remaining waiting at row: 5
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 15474
Longest unresolved passenger ID: 92
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P48(28C/LEFT) -> P19(28E/LEFT) -> P84(27A/LEFT) -> P27(29B/LEFT) -> P59(26D/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 48
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 9
Total blocked ticks: 29484
Total stationary ticks: 116071
Seat-event requests: 1916
Failed seat-event starts: 1695

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 59
Critical blocker identity: P59->26D(LEFT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 5
Terminal WAITING_FOR_SEAT_EVENT nodes: 5
Unresolved internal passengers: 14
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 9
Critical blocker tree:
P59(26D/LEFT/WAITING_FOR_SEAT_EVENT)
  P27(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P84(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P19(28E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P48(28C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1693
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 1
Critical blocker required yield tiles: 27
Critical blocker unavailable yield tiles: 27
Critical blocker yield-tile occupants: 142
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 3
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1693
Rear-boundary failures: 2
Middle-bank reservation failures: 4
Active-event deferrals: 1074
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[142]: P142(30A/LEFT/MOVING_IN_AISLE@tile27) -> P98(28A/LEFT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P98->28A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: P142{seat=30A,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=98,lastMoveTick=563,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 27
Current unavailable yield tiles: 27
Current yield-tile occupants: 142
Final row-event chain: 59|142|98
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 5
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1920\nPrecedence substitutions made: 2\nDependency chains followed: 55\nBlocked by waiting-row occupant: 85\nSubstituted events started: 3\nOccupied-space rejections: 3496\nMaximum scheduling-chain depth: 3\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 25
Scenario seed: -881616666646411026

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2327
Passengers seated: 221/235
Average waiting ticks: 414.02
Longest waiting passenger: P59->26D(LEFT)
Longest waiting ticks: 2276

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 16
Cluster candidates evaluated: 51
Executable cluster candidates: 0
Rejected cluster candidates: 51
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 14
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1855
Regions dissolved: 0
Repeated reconstructions avoided: 1855
Largest region lifetime: 1856
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1856:occupied=14
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1646
State changes reopening evaluation: 15
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1774
Maximum occupied tiles: 19
Seat events: 102
Single-blocker events: 31
Multiple-blocker events: 6
Temporary aisle reoccupations: 44

RIGHT AISLE
-----------
Total moves: 1604
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 23
Multiple-blocker events: 15
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1778
Reservations granted: 1774
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 9
Remaining waiting at row: 5
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 15474
Longest unresolved passenger ID: 92
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P48(28C/LEFT) -> P19(28E/LEFT) -> P84(27A/LEFT) -> P27(29B/LEFT) -> P59(26D/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 48
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 9
Total blocked ticks: 29484
Total stationary ticks: 116071
Seat-event requests: 1916
Failed seat-event starts: 1695

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 59
Critical blocker identity: P59->26D(LEFT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 5
Terminal WAITING_FOR_SEAT_EVENT nodes: 5
Unresolved internal passengers: 14
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 9
Critical blocker tree:
P59(26D/LEFT/WAITING_FOR_SEAT_EVENT)
  P27(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P84(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P19(28E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P48(28C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1693
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 1
Critical blocker required yield tiles: 27
Critical blocker unavailable yield tiles: 27
Critical blocker yield-tile occupants: 142
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 3
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1693
Rear-boundary failures: 2
Middle-bank reservation failures: 4
Active-event deferrals: 1074
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[142]: P142(30A/LEFT/MOVING_IN_AISLE@tile27) -> P98(28A/LEFT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P98->28A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: P142{seat=30A,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=98,lastMoveTick=563,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 27
Current unavailable yield tiles: 27
Current yield-tile occupants: 142
Final row-event chain: 59|142|98
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 5
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1920\nPrecedence substitutions made: 2\nDependency chains followed: 55\nBlocked by waiting-row occupant: 85\nSubstituted events started: 3\nOccupied-space rejections: 3496\nMaximum scheduling-chain depth: 3\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 25 | standardDataset=221/235 (94.04%) | rearBoundaryRiskDispersionDataset=221/235 (94.04%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskDispersionWorse=false | standardFamily=MOVING_PASSENGER_YIELD_CHAIN | rearBoundaryRiskDispersionFamily=MOVING_PASSENGER_YIELD_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 26
Scenario seed: -5609338057657679136

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 35.94%
Blocker-prone seat share (topology component): 75.52%
Aisle-assignment balance: 92.71%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2198
Passengers seated: 185/192
Average waiting ticks: 327.45
Longest waiting passenger: P62->29C(RIGHT)
Longest waiting ticks: 2144

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 6
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 7
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1613
Regions dissolved: 0
Repeated reconstructions avoided: 1613
Largest region lifetime: 1614
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1614:occupied=7
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1527
State changes reopening evaluation: 5
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1380
Maximum occupied tiles: 13
Seat events: 89
Single-blocker events: 24
Multiple-blocker events: 3
Temporary aisle reoccupations: 30

RIGHT AISLE
-----------
Total moves: 1436
Maximum occupied tiles: 12
Seat events: 96
Single-blocker events: 26
Multiple-blocker events: 7
Temporary aisle reoccupations: 43

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1641
Reservations granted: 1641
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 6
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 9608
Longest unresolved passenger ID: 107
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 7
Longest dependency chain: P19(27H/RIGHT) -> P125(30C/RIGHT) -> P168(28H/RIGHT) -> P49(28G/RIGHT) -> P24(30F/RIGHT) -> P107(29F/RIGHT) -> P62(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 19
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 14940
Total stationary ticks: 74798
Seat-event requests: 1729
Failed seat-event starts: 1544

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 62
Critical blocker identity: P62->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 6
Critical tree size including blocker: 7
Critical tree depth: 7
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 7
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P62(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P107(29F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P24(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P49(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P168(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P125(30C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P19(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1540
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 4
Rear-boundary failures: 1540
Middle-bank reservation failures: 0
Active-event deferrals: 494
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1729\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 26
Scenario seed: -5609338057657679136

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 35.94%
Blocker-prone seat share (topology component): 75.52%
Aisle-assignment balance: 92.71%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2195
Passengers seated: 185/192
Average waiting ticks: 326.98
Longest waiting passenger: P62->29C(RIGHT)
Longest waiting ticks: 2141

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 7
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 7
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1611
Regions dissolved: 0
Repeated reconstructions avoided: 1611
Largest region lifetime: 1612
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1612:occupied=7
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1524
State changes reopening evaluation: 6
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1380
Maximum occupied tiles: 13
Seat events: 89
Single-blocker events: 24
Multiple-blocker events: 3
Temporary aisle reoccupations: 30

RIGHT AISLE
-----------
Total moves: 1436
Maximum occupied tiles: 12
Seat events: 96
Single-blocker events: 26
Multiple-blocker events: 7
Temporary aisle reoccupations: 43

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1637
Reservations granted: 1637
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 6
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 9602
Longest unresolved passenger ID: 107
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 7
Longest dependency chain: P19(27H/RIGHT) -> P125(30C/RIGHT) -> P168(28H/RIGHT) -> P49(28G/RIGHT) -> P24(30F/RIGHT) -> P107(29F/RIGHT) -> P62(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 19
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 14948
Total stationary ticks: 74733
Seat-event requests: 1725
Failed seat-event starts: 1540

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 62
Critical blocker identity: P62->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 6
Critical tree size including blocker: 7
Critical tree depth: 7
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 7
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P62(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P107(29F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P24(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P49(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P168(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P125(30C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P19(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1538
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 2
Rear-boundary failures: 1538
Middle-bank reservation failures: 0
Active-event deferrals: 486
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1725\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 2\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 26 | standardDataset=185/192 (96.35%) | rearBoundaryRiskDispersionDataset=185/192 (96.35%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskDispersionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | rearBoundaryRiskDispersionFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 27
Scenario seed: 2313117633210864629

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 35.09%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 97.37%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 832
Passengers seated: 228/228
Average waiting ticks: 369.28
Longest waiting passenger: P125->26E(RIGHT)
Longest waiting ticks: 774

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 42
Regions dissolved: 2
Repeated reconstructions avoided: 42
Largest region lifetime: 33
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=33
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1545
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 34
Multiple-blocker events: 9
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1781
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 31
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 124
Reservations granted: 124
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4437
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5558
Total stationary ticks: 87961
Seat-event requests: 239
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 541
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 541
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 27
Scenario seed: 2313117633210864629

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 35.09%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 97.37%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 832
Passengers seated: 228/228
Average waiting ticks: 369.28
Longest waiting passenger: P125->26E(RIGHT)
Longest waiting ticks: 774

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 42
Regions dissolved: 2
Repeated reconstructions avoided: 42
Largest region lifetime: 33
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=33
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1545
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 34
Multiple-blocker events: 9
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1781
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 31
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 124
Reservations granted: 124
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4437
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5558
Total stationary ticks: 87961
Seat-event requests: 239
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 541
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 541
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 27 | standardDataset=228/228 (100.00%) | rearBoundaryRiskDispersionDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | rearBoundaryRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | rearBoundaryRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 28
Scenario seed: -1134645737436172350

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.49%
Blocker-prone seat share (topology component): 59.94%
Aisle-assignment balance: 99.42%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1224
Passengers seated: 342/342
Average waiting ticks: 580.19
Longest waiting passenger: P175->1A(LEFT)
Longest waiting ticks: 1172

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 7
Regions dissolved: 1
Repeated reconstructions avoided: 7
Largest region lifetime: 8
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=8
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2930
Maximum occupied tiles: 13
Seat events: 170
Single-blocker events: 47
Multiple-blocker events: 23
Temporary aisle reoccupations: 99

RIGHT AISLE
-----------
Total moves: 2992
Maximum occupied tiles: 15
Seat events: 172
Single-blocker events: 53
Multiple-blocker events: 28
Temporary aisle reoccupations: 115

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 153
Reservations granted: 153
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7101
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8685
Total stationary ticks: 204349
Seat-event requests: 364
Failed seat-event starts: 22

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 813
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 22
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 813
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 364\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 5\nOccupied-space rejections: 25\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 28
Scenario seed: -1134645737436172350

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.49%
Blocker-prone seat share (topology component): 59.94%
Aisle-assignment balance: 99.42%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1224
Passengers seated: 342/342
Average waiting ticks: 580.19
Longest waiting passenger: P175->1A(LEFT)
Longest waiting ticks: 1172

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 7
Regions dissolved: 1
Repeated reconstructions avoided: 7
Largest region lifetime: 8
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=8
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2930
Maximum occupied tiles: 13
Seat events: 170
Single-blocker events: 47
Multiple-blocker events: 23
Temporary aisle reoccupations: 99

RIGHT AISLE
-----------
Total moves: 2992
Maximum occupied tiles: 15
Seat events: 172
Single-blocker events: 53
Multiple-blocker events: 28
Temporary aisle reoccupations: 115

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 153
Reservations granted: 153
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7101
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8685
Total stationary ticks: 204349
Seat-event requests: 364
Failed seat-event starts: 22

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 813
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 22
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 813
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 364\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 5\nOccupied-space rejections: 25\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 28 | standardDataset=342/342 (100.00%) | rearBoundaryRiskDispersionDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | rearBoundaryRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 29
Scenario seed: 6375700454701781603

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.12%
Blocker-prone seat share (topology component): 57.84%
Aisle-assignment balance: 96.08%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1150
Passengers seated: 306/306
Average waiting ticks: 520.84
Longest waiting passenger: P37->30H(RIGHT)
Longest waiting ticks: 1094

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 7
Selected release potential total: 6
Last cluster decision: LEFT:tiles16-21:occupied=5:anchor=P6:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 36
Regions dissolved: 2
Repeated reconstructions avoided: 36
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=30
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2475
Maximum occupied tiles: 12
Seat events: 147
Single-blocker events: 41
Multiple-blocker events: 12
Temporary aisle reoccupations: 69

RIGHT AISLE
-----------
Total moves: 2775
Maximum occupied tiles: 12
Seat events: 159
Single-blocker events: 47
Multiple-blocker events: 15
Temporary aisle reoccupations: 79

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 137
Reservations granted: 137
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5944
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7383
Total stationary ticks: 164362
Seat-event requests: 329
Failed seat-event starts: 23

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 744
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 23
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 744
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 328\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 25\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 29
Scenario seed: 6375700454701781603

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.12%
Blocker-prone seat share (topology component): 57.84%
Aisle-assignment balance: 96.08%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1150
Passengers seated: 306/306
Average waiting ticks: 520.84
Longest waiting passenger: P37->30H(RIGHT)
Longest waiting ticks: 1094

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 7
Selected release potential total: 6
Last cluster decision: LEFT:tiles16-21:occupied=5:anchor=P6:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 36
Regions dissolved: 2
Repeated reconstructions avoided: 36
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=30
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2475
Maximum occupied tiles: 12
Seat events: 147
Single-blocker events: 41
Multiple-blocker events: 12
Temporary aisle reoccupations: 69

RIGHT AISLE
-----------
Total moves: 2775
Maximum occupied tiles: 12
Seat events: 159
Single-blocker events: 47
Multiple-blocker events: 15
Temporary aisle reoccupations: 79

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 137
Reservations granted: 137
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5944
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7383
Total stationary ticks: 164362
Seat-event requests: 329
Failed seat-event starts: 23

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 744
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 23
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 744
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 328\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 25\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 29 | standardDataset=306/306 (100.00%) | rearBoundaryRiskDispersionDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | rearBoundaryRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | rearBoundaryRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 30
Scenario seed: -4694278494320972230

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.35%
Blocker-prone seat share (topology component): 74.51%
Aisle-assignment balance: 98.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 744
Passengers seated: 204/204
Average waiting ticks: 330.20
Longest waiting passenger: P120->21G(RIGHT)
Longest waiting ticks: 696

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 19
Regions dissolved: 1
Repeated reconstructions avoided: 19
Largest region lifetime: 20
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=20
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1437
Maximum occupied tiles: 12
Seat events: 100
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1519
Maximum occupied tiles: 14
Seat events: 104
Single-blocker events: 26
Multiple-blocker events: 10
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 122
Reservations granted: 116
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3837
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4965
Total stationary ticks: 70687
Seat-event requests: 214
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 524
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 524
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 220\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
============================================================
Date/Time: 2026-07-17 00:48:40
Experiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2583790101901
Scenario number: 30
Scenario seed: -4694278494320972230

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.35%
Blocker-prone seat share (topology component): 74.51%
Aisle-assignment balance: 98.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 743
Passengers seated: 204/204
Average waiting ticks: 330.26
Longest waiting passenger: P120->21G(RIGHT)
Longest waiting ticks: 695

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 19
Regions dissolved: 1
Repeated reconstructions avoided: 19
Largest region lifetime: 20
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=20
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1437
Maximum occupied tiles: 12
Seat events: 100
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1519
Maximum occupied tiles: 14
Seat events: 104
Single-blocker events: 26
Multiple-blocker events: 10
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 123
Reservations granted: 117
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3813
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4995
Total stationary ticks: 70694
Seat-event requests: 215
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 553
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 553
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 221\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 30 | standardDataset=204/204 (100.00%) | rearBoundaryRiskDispersionDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | rearBoundaryRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | rearBoundaryRiskDispersionFamily=COMPLETE_CABIN

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 32
REAR-BOUNDARY RISK DISPERSION
************************************************************
Experiment seed: 2583790101901
Scenarios executed: 60
Successful completions: 49
Incomplete/MAX_TICKS: 11
Average completed ticks: 1310.42
Average waiting ticks: 470.17
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 1
Scenario seed: -6403156585856197560

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1013
Passengers seated: 282/282
Average waiting ticks: 467.70
Longest waiting passenger: P84->24D(LEFT)
Longest waiting ticks: 964

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:tiles15-17:occupied=3:anchor=P149:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2230
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2154
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 45
Multiple-blocker events: 15
Temporary aisle reoccupations: 75

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 99
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5548
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6707
Total stationary ticks: 136497
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 580
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 580
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 290\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 6\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:10
Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 1
Scenario seed: -6403156585856197560

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1013
Passengers seated: 282/282
Average waiting ticks: 467.70
Longest waiting passenger: P84->24D(LEFT)
Longest waiting ticks: 964

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:tiles15-17:occupied=3:anchor=P149:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2230
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2154
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 45
Multiple-blocker events: 15
Temporary aisle reoccupations: 75

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 99
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5548
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6707
Total stationary ticks: 136497
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 580
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 580
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 290\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 6\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 01 | standardDataset=282/282 (100.00%) | replicatedRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | replicatedRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 2
Scenario seed: 6345562487149093464

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 29.32%
Blocker-prone seat share (topology component): 61.11%
Aisle-assignment balance: 96.30%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1194
Passengers seated: 324/324
Average waiting ticks: 533.26
Longest waiting passenger: P17->36D(RIGHT)
Longest waiting ticks: 1141

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 6
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 41
Regions dissolved: 3
Repeated reconstructions avoided: 41
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2715
Maximum occupied tiles: 12
Seat events: 156
Single-blocker events: 41
Multiple-blocker events: 18
Temporary aisle reoccupations: 78

RIGHT AISLE
-----------
Total moves: 2997
Maximum occupied tiles: 15
Seat events: 168
Single-blocker events: 46
Multiple-blocker events: 22
Temporary aisle reoccupations: 93

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 132
Reservations granted: 132
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7388
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9201
Total stationary ticks: 179242
Seat-event requests: 346
Failed seat-event starts: 22

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 909
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 22
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 909
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 344\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 27\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:10
Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 2
Scenario seed: 6345562487149093464

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 29.32%
Blocker-prone seat share (topology component): 61.11%
Aisle-assignment balance: 96.30%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1194
Passengers seated: 324/324
Average waiting ticks: 533.26
Longest waiting passenger: P17->36D(RIGHT)
Longest waiting ticks: 1141

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 6
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 41
Regions dissolved: 3
Repeated reconstructions avoided: 41
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2715
Maximum occupied tiles: 12
Seat events: 156
Single-blocker events: 41
Multiple-blocker events: 18
Temporary aisle reoccupations: 78

RIGHT AISLE
-----------
Total moves: 2997
Maximum occupied tiles: 15
Seat events: 168
Single-blocker events: 46
Multiple-blocker events: 22
Temporary aisle reoccupations: 93

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 132
Reservations granted: 132
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7388
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9201
Total stationary ticks: 179242
Seat-event requests: 346
Failed seat-event starts: 22

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 909
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 22
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 909
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 344\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 27\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 02 | standardDataset=324/324 (100.00%) | replicatedRiskDispersionDataset=324/324 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | replicatedRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 3
Scenario seed: 3101731952787788727

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.50%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2519
Passengers seated: 242/282
Average waiting ticks: 519.76
Longest waiting passenger: P10->9I(RIGHT)
Longest waiting ticks: 2519

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 29
Cluster candidates evaluated: 26
Executable cluster candidates: 0
Rejected cluster candidates: 26
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 32
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2092
Regions dissolved: 0
Repeated reconstructions avoided: 2092
Largest region lifetime: 2093
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2093:occupied=32
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1842
State changes reopening evaluation: 28
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2128
Maximum occupied tiles: 11
Seat events: 140
Single-blocker events: 37
Multiple-blocker events: 9
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1899
Maximum occupied tiles: 32
Seat events: 102
Single-blocker events: 24
Multiple-blocker events: 6
Temporary aisle reoccupations: 36

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 88
Reservations granted: 88
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 8
Remaining moving in aisle: 30
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 54877
Longest unresolved passenger ID: 10
Longest unresolved row: 9
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 28
Longest dependency chain: P211(8G/RIGHT) -> P70(28G/RIGHT) -> P13(14I/RIGHT) -> P92(6F/RIGHT) -> P128(15E/RIGHT) -> P154(20G/RIGHT) -> P209(19D/RIGHT) -> P262(12I/RIGHT) -> P222(20D/RIGHT) -> P191(14H/RIGHT) -> P14(27G/RIGHT) -> P67(25I/RIGHT) -> P111(28E/RIGHT) -> P140(27I/RIGHT) -> P61(20H/RIGHT) -> P197(26D/RIGHT) -> P242(22H/RIGHT) -> P165(31E/RIGHT) -> P117(29H/RIGHT) -> P158(31I/RIGHT) -> P102(30G/RIGHT) -> P271(26I/RIGHT) -> P118(24G/RIGHT) -> P63(30F/RIGHT) -> P85(31H/RIGHT) -> P139(28D/RIGHT) -> P47(29G/RIGHT) -> P160(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 211
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 30
Total blocked ticks: 64083
Total stationary ticks: 204774
Seat-event requests: 2127
Failed seat-event starts: 1885

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 160
Critical blocker identity: P160->28I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 27
Critical tree size including blocker: 28
Critical tree depth: 28
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 32
Unresolved outside passengers: 8
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P160(28I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P47(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P139(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P85(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P63(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P118(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P271(26I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P102(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P158(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P117(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P165(31E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P242(22H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P197(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P61(20H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P140(27I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P111(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P67(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P14(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P191(14H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P222(20D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P262(12I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P209(19D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P154(20G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P128(15E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P92(6F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P13(14I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P70(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P211(8G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1869
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 29
Critical blocker unavailable yield tiles: 29
Critical blocker yield-tile occupants: 38
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1869
Rear-boundary failures: 16
Middle-bank reservation failures: 0
Active-event deferrals: 823
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 4
Yield-occupant trace: yieldOccupant[38]: P38(30H/RIGHT/MOVING_IN_AISLE@tile29) -> P249(32E/RIGHT/MOVING_IN_AISLE@tile30) -> P270(32D/RIGHT/MOVING_IN_AISLE@tile31) -> P31(32H/RIGHT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P31->32H(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P38{seat=30H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=29,directBlocker=249,lastMoveTick=442,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 29
Current unavailable yield tiles: 29
Current yield-tile occupants: 38
Final row-event chain: 160|38|249|270|31
Final row-event chain length: 5
Distinct row events in chain: 5
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2127\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 1869\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:10
Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 3
Scenario seed: 3101731952787788727

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.50%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2517
Passengers seated: 242/282
Average waiting ticks: 518.70
Longest waiting passenger: P10->9I(RIGHT)
Longest waiting ticks: 2517

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 29
Cluster candidates evaluated: 26
Executable cluster candidates: 0
Rejected cluster candidates: 26
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 32
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2084
Regions dissolved: 0
Repeated reconstructions avoided: 2084
Largest region lifetime: 2085
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2085:occupied=32
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1840
State changes reopening evaluation: 28
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2128
Maximum occupied tiles: 11
Seat events: 140
Single-blocker events: 37
Multiple-blocker events: 9
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1899
Maximum occupied tiles: 32
Seat events: 102
Single-blocker events: 24
Multiple-blocker events: 6
Temporary aisle reoccupations: 36

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 88
Reservations granted: 88
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 8
Remaining moving in aisle: 30
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 54852
Longest unresolved passenger ID: 10
Longest unresolved row: 9
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 28
Longest dependency chain: P211(8G/RIGHT) -> P70(28G/RIGHT) -> P13(14I/RIGHT) -> P92(6F/RIGHT) -> P128(15E/RIGHT) -> P154(20G/RIGHT) -> P209(19D/RIGHT) -> P262(12I/RIGHT) -> P222(20D/RIGHT) -> P191(14H/RIGHT) -> P14(27G/RIGHT) -> P67(25I/RIGHT) -> P111(28E/RIGHT) -> P140(27I/RIGHT) -> P61(20H/RIGHT) -> P197(26D/RIGHT) -> P242(22H/RIGHT) -> P165(31E/RIGHT) -> P117(29H/RIGHT) -> P158(31I/RIGHT) -> P102(30G/RIGHT) -> P271(26I/RIGHT) -> P118(24G/RIGHT) -> P63(30F/RIGHT) -> P85(31H/RIGHT) -> P139(28D/RIGHT) -> P47(29G/RIGHT) -> P160(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 211
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 30
Total blocked ticks: 64104
Total stationary ticks: 204495
Seat-event requests: 2125
Failed seat-event starts: 1883

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 160
Critical blocker identity: P160->28I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 27
Critical tree size including blocker: 28
Critical tree depth: 28
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 32
Unresolved outside passengers: 8
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P160(28I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P47(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P139(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P85(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P63(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P118(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P271(26I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P102(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P158(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P117(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P165(31E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P242(22H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P197(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P61(20H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P140(27I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P111(28E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P67(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P14(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P191(14H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P222(20D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P262(12I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P209(19D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P154(20G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P128(15E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P92(6F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P13(14I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P70(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P211(8G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1867
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 29
Critical blocker unavailable yield tiles: 29
Critical blocker yield-tile occupants: 38
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1867
Rear-boundary failures: 16
Middle-bank reservation failures: 0
Active-event deferrals: 829
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 4
Yield-occupant trace: yieldOccupant[38]: P38(30H/RIGHT/MOVING_IN_AISLE@tile29) -> P249(32E/RIGHT/MOVING_IN_AISLE@tile30) -> P270(32D/RIGHT/MOVING_IN_AISLE@tile31) -> P31(32H/RIGHT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P31->32H(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P38{seat=30H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=29,directBlocker=249,lastMoveTick=441,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 29
Current unavailable yield tiles: 29
Current yield-tile occupants: 38
Final row-event chain: 160|38|249|270|31
Final row-event chain length: 5
Distinct row events in chain: 5
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2125\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 1867\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 03 | standardDataset=242/282 (85.82%) | replicatedRiskDispersionDataset=242/282 (85.82%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | replicatedRiskDispersionFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 4
Scenario seed: 8527875926754944104

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1026
Passengers seated: 282/282
Average waiting ticks: 474.00
Longest waiting passenger: P178->15C(LEFT)
Longest waiting ticks: 982

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2243
Maximum occupied tiles: 13
Seat events: 143
Single-blocker events: 39
Multiple-blocker events: 12
Temporary aisle reoccupations: 63

RIGHT AISLE
-----------
Total moves: 2130
Maximum occupied tiles: 11
Seat events: 139
Single-blocker events: 29
Multiple-blocker events: 18
Temporary aisle reoccupations: 65

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 105
Reservations granted: 101
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5432
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6553
Total stationary ticks: 138204
Seat-event requests: 292
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 546
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 546
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 296\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:10
Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 4
Scenario seed: 8527875926754944104

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1026
Passengers seated: 282/282
Average waiting ticks: 474.00
Longest waiting passenger: P178->15C(LEFT)
Longest waiting ticks: 982

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2243
Maximum occupied tiles: 13
Seat events: 143
Single-blocker events: 39
Multiple-blocker events: 12
Temporary aisle reoccupations: 63

RIGHT AISLE
-----------
Total moves: 2130
Maximum occupied tiles: 11
Seat events: 139
Single-blocker events: 29
Multiple-blocker events: 18
Temporary aisle reoccupations: 65

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 105
Reservations granted: 101
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5432
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6553
Total stationary ticks: 138204
Seat-event requests: 292
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 546
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 546
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 296\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 04 | standardDataset=282/282 (100.00%) | replicatedRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | replicatedRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 5
Scenario seed: 7222991264879651192

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.80%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 98.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 729
Passengers seated: 204/204
Average waiting ticks: 330.38
Longest waiting passenger: P160->11A(LEFT)
Longest waiting ticks: 691

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 6
Last cluster decision: RIGHT:tiles19-21:occupied=3:anchor=P176:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 23
Regions dissolved: 2
Repeated reconstructions avoided: 23
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=15
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1558
Maximum occupied tiles: 11
Seat events: 104
Single-blocker events: 22
Multiple-blocker events: 9
Temporary aisle reoccupations: 44

RIGHT AISLE
-----------
Total moves: 1423
Maximum occupied tiles: 11
Seat events: 100
Single-blocker events: 24
Multiple-blocker events: 8
Temporary aisle reoccupations: 43

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 112
Reservations granted: 112
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3736
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4863
Total stationary ticks: 70577
Seat-event requests: 217
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 573
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 573
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 215\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:10
Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 5
Scenario seed: 7222991264879651192

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.80%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 98.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 731
Passengers seated: 204/204
Average waiting ticks: 330.59
Longest waiting passenger: P160->11A(LEFT)
Longest waiting ticks: 693

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 6
Last cluster decision: RIGHT:tiles19-21:occupied=3:anchor=P176:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 23
Regions dissolved: 2
Repeated reconstructions avoided: 23
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=15
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1558
Maximum occupied tiles: 11
Seat events: 104
Single-blocker events: 22
Multiple-blocker events: 9
Temporary aisle reoccupations: 44

RIGHT AISLE
-----------
Total moves: 1423
Maximum occupied tiles: 11
Seat events: 100
Single-blocker events: 24
Multiple-blocker events: 8
Temporary aisle reoccupations: 43

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 112
Reservations granted: 112
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3742
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4873
Total stationary ticks: 70631
Seat-event requests: 217
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 572
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 215\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 05 | standardDataset=204/204 (100.00%) | replicatedRiskDispersionDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | replicatedRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 6
Scenario seed: 7572781293089549085

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.80%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 83.33%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 890
Passengers seated: 216/216
Average waiting ticks: 361.44
Longest waiting passenger: P116->10H(RIGHT)
Longest waiting ticks: 825

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 22
Regions dissolved: 1
Repeated reconstructions avoided: 22
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=23
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1373
Maximum occupied tiles: 14
Seat events: 90
Single-blocker events: 27
Multiple-blocker events: 4
Temporary aisle reoccupations: 37

RIGHT AISLE
-----------
Total moves: 1807
Maximum occupied tiles: 13
Seat events: 126
Single-blocker events: 40
Multiple-blocker events: 10
Temporary aisle reoccupations: 63

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 116
Reservations granted: 116
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4194
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5087
Total stationary ticks: 81553
Seat-event requests: 225
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 460
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 1
Middle-bank reservation failures: 0
Active-event deferrals: 460
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 225\nPrecedence substitutions made: 1\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:10
Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 6
Scenario seed: 7572781293089549085

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.80%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 83.33%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 894
Passengers seated: 216/216
Average waiting ticks: 361.39
Longest waiting passenger: P116->10H(RIGHT)
Longest waiting ticks: 825

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 22
Regions dissolved: 1
Repeated reconstructions avoided: 22
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=23
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1373
Maximum occupied tiles: 14
Seat events: 90
Single-blocker events: 27
Multiple-blocker events: 4
Temporary aisle reoccupations: 37

RIGHT AISLE
-----------
Total moves: 1807
Maximum occupied tiles: 13
Seat events: 126
Single-blocker events: 40
Multiple-blocker events: 10
Temporary aisle reoccupations: 63

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 115
Reservations granted: 115
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4200
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5069
Total stationary ticks: 81539
Seat-event requests: 224
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 449
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 449
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 224\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 06 | standardDataset=216/216 (100.00%) | replicatedRiskDispersionDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | replicatedRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 7
Scenario seed: -1367153947941612691

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.11
Longest waiting passenger: P183->14D(RIGHT)
Longest waiting ticks: 800

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1763
Maximum occupied tiles: 12
Seat events: 114
Single-blocker events: 28
Multiple-blocker events: 10
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1667
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 36
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 125
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4547
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5641
Total stationary ticks: 93849
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 561
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 561
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:10
Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 7
Scenario seed: -1367153947941612691

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.28
Longest waiting passenger: P183->14D(RIGHT)
Longest waiting ticks: 800

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1763
Maximum occupied tiles: 12
Seat events: 114
Single-blocker events: 28
Multiple-blocker events: 10
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1667
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 36
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 125
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4523
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5555
Total stationary ticks: 93824
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 545
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 545
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 07 | standardDataset=235/235 (100.00%) | replicatedRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | replicatedRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 8
Scenario seed: -2802588855475370181

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.10%
Blocker-prone seat share (topology component): 58.82%
Aisle-assignment balance: 96.73%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1121
Passengers seated: 306/306
Average waiting ticks: 514.21
Longest waiting passenger: P21->5H(RIGHT)
Longest waiting ticks: 1086

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2448
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 49
Multiple-blocker events: 16
Temporary aisle reoccupations: 82

RIGHT AISLE
-----------
Total moves: 2783
Maximum occupied tiles: 12
Seat events: 158
Single-blocker events: 37
Multiple-blocker events: 22
Temporary aisle reoccupations: 83

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 126
Reservations granted: 126
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6090
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7372
Total stationary ticks: 162401
Seat-event requests: 315
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 659
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 659
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 315\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:10
Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 8
Scenario seed: -2802588855475370181

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.10%
Blocker-prone seat share (topology component): 58.82%
Aisle-assignment balance: 96.73%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1122
Passengers seated: 306/306
Average waiting ticks: 514.82
Longest waiting passenger: P21->5H(RIGHT)
Longest waiting ticks: 1087

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2448
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 49
Multiple-blocker events: 16
Temporary aisle reoccupations: 82

RIGHT AISLE
-----------
Total moves: 2783
Maximum occupied tiles: 12
Seat events: 158
Single-blocker events: 37
Multiple-blocker events: 22
Temporary aisle reoccupations: 83

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 126
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6067
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7437
Total stationary ticks: 162577
Seat-event requests: 315
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 708
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 708
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 321\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 08 | standardDataset=306/306 (100.00%) | replicatedRiskDispersionDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | replicatedRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 9
Scenario seed: 5100832173014055911

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 91.23%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 882
Passengers seated: 228/228
Average waiting ticks: 373.71
Longest waiting passenger: P57->30G(RIGHT)
Longest waiting ticks: 822

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 54
Regions dissolved: 2
Repeated reconstructions avoided: 54
Largest region lifetime: 38
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1438
Maximum occupied tiles: 11
Seat events: 104
Single-blocker events: 26
Multiple-blocker events: 11
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1840
Maximum occupied tiles: 12
Seat events: 124
Single-blocker events: 29
Multiple-blocker events: 18
Temporary aisle reoccupations: 75

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 130
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4203
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5097
Total stationary ticks: 88626
Seat-event requests: 244
Failed seat-event starts: 16

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 435
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 16
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 435
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 243\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:10
Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 9
Scenario seed: 5100832173014055911

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 91.23%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 882
Passengers seated: 228/228
Average waiting ticks: 373.73
Longest waiting passenger: P57->30G(RIGHT)
Longest waiting ticks: 822

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 54
Regions dissolved: 2
Repeated reconstructions avoided: 54
Largest region lifetime: 38
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1438
Maximum occupied tiles: 11
Seat events: 104
Single-blocker events: 26
Multiple-blocker events: 11
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1840
Maximum occupied tiles: 13
Seat events: 124
Single-blocker events: 29
Multiple-blocker events: 18
Temporary aisle reoccupations: 75

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 130
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4198
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5096
Total stationary ticks: 88625
Seat-event requests: 244
Failed seat-event starts: 16

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 439
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 16
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 439
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 243\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 09 | standardDataset=228/228 (100.00%) | replicatedRiskDispersionDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | replicatedRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 10
Scenario seed: -9138919351874272691

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.36%
Blocker-prone seat share (topology component): 59.65%
Aisle-assignment balance: 94.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1276
Passengers seated: 342/342
Average waiting ticks: 568.63
Longest waiting passenger: P312->5G(RIGHT)
Longest waiting ticks: 1229

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles12-14:occupied=3:anchor=P168:selected=P299:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2835
Maximum occupied tiles: 17
Seat events: 161
Single-blocker events: 38
Multiple-blocker events: 20
Temporary aisle reoccupations: 79

RIGHT AISLE
-----------
Total moves: 3114
Maximum occupied tiles: 15
Seat events: 181
Single-blocker events: 51
Multiple-blocker events: 24
Temporary aisle reoccupations: 101

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 150
Reservations granted: 150
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7730
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9383
Total stationary ticks: 201076
Seat-event requests: 361
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 886
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 886
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 360\nPrecedence substitutions made: 6\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 9\nOccupied-space rejections: 25\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:10
Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 10
Scenario seed: -9138919351874272691

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.36%
Blocker-prone seat share (topology component): 59.65%
Aisle-assignment balance: 94.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1276
Passengers seated: 342/342
Average waiting ticks: 568.61
Longest waiting passenger: P312->5G(RIGHT)
Longest waiting ticks: 1229

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles12-14:occupied=3:anchor=P168:selected=P299:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2835
Maximum occupied tiles: 17
Seat events: 161
Single-blocker events: 38
Multiple-blocker events: 20
Temporary aisle reoccupations: 79

RIGHT AISLE
-----------
Total moves: 3114
Maximum occupied tiles: 15
Seat events: 181
Single-blocker events: 51
Multiple-blocker events: 24
Temporary aisle reoccupations: 101

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 150
Reservations granted: 150
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7725
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9421
Total stationary ticks: 201089
Seat-event requests: 361
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 901
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 901
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 360\nPrecedence substitutions made: 6\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 9\nOccupied-space rejections: 25\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 10 | standardDataset=342/342 (100.00%) | replicatedRiskDispersionDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | replicatedRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 11
Scenario seed: -5067334891668413448

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.43%
Blocker-prone seat share (topology component): 60.76%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1055
Passengers seated: 288/288
Average waiting ticks: 470.09
Longest waiting passenger: P276->34J(RIGHT)
Longest waiting ticks: 994

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 38
Regions dissolved: 1
Repeated reconstructions avoided: 38
Largest region lifetime: 39
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=39
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2440
Maximum occupied tiles: 14
Seat events: 140
Single-blocker events: 35
Multiple-blocker events: 16
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2595
Maximum occupied tiles: 14
Seat events: 148
Single-blocker events: 32
Multiple-blocker events: 13
Temporary aisle reoccupations: 59

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 117
Reservations granted: 117
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6292
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7578
Total stationary ticks: 140820
Seat-event requests: 298
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 636
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 636
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:10
Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 11
Scenario seed: -5067334891668413448

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.43%
Blocker-prone seat share (topology component): 60.76%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1055
Passengers seated: 288/288
Average waiting ticks: 470.09
Longest waiting passenger: P276->34J(RIGHT)
Longest waiting ticks: 994

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 38
Regions dissolved: 1
Repeated reconstructions avoided: 38
Largest region lifetime: 39
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=39
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2440
Maximum occupied tiles: 14
Seat events: 140
Single-blocker events: 35
Multiple-blocker events: 16
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2595
Maximum occupied tiles: 14
Seat events: 148
Single-blocker events: 32
Multiple-blocker events: 13
Temporary aisle reoccupations: 59

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 117
Reservations granted: 117
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6292
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7578
Total stationary ticks: 140820
Seat-event requests: 298
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 636
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 636
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 11 | standardDataset=288/288 (100.00%) | replicatedRiskDispersionDataset=288/288 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | replicatedRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 12
Scenario seed: -1567422368717118317

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 59.06%
Aisle-assignment balance: 95.91%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1254
Passengers seated: 342/342
Average waiting ticks: 569.94
Longest waiting passenger: P26->1J(RIGHT)
Longest waiting ticks: 1202

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 3
Cluster candidates evaluated: 6
Executable cluster candidates: 2
Rejected cluster candidates: 4
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 7
Selected release potential total: 8
Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 62
Regions dissolved: 3
Repeated reconstructions avoided: 62
Largest region lifetime: 33
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=8
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2835
Maximum occupied tiles: 14
Seat events: 164
Single-blocker events: 45
Multiple-blocker events: 31
Temporary aisle reoccupations: 112

RIGHT AISLE
-----------
Total moves: 3095
Maximum occupied tiles: 15
Seat events: 178
Single-blocker events: 38
Multiple-blocker events: 28
Temporary aisle reoccupations: 97

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 157
Reservations granted: 157
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7274
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9041
Total stationary ticks: 201141
Seat-event requests: 371
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 854
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 854
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 369\nPrecedence substitutions made: 2\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 49\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:10
Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 12
Scenario seed: -1567422368717118317

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 59.06%
Aisle-assignment balance: 95.91%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1254
Passengers seated: 342/342
Average waiting ticks: 569.94
Longest waiting passenger: P26->1J(RIGHT)
Longest waiting ticks: 1202

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 3
Cluster candidates evaluated: 6
Executable cluster candidates: 2
Rejected cluster candidates: 4
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 7
Selected release potential total: 8
Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 62
Regions dissolved: 3
Repeated reconstructions avoided: 62
Largest region lifetime: 33
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=8
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2835
Maximum occupied tiles: 14
Seat events: 164
Single-blocker events: 45
Multiple-blocker events: 31
Temporary aisle reoccupations: 112

RIGHT AISLE
-----------
Total moves: 3095
Maximum occupied tiles: 15
Seat events: 178
Single-blocker events: 38
Multiple-blocker events: 28
Temporary aisle reoccupations: 97

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 157
Reservations granted: 157
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7274
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9041
Total stationary ticks: 201141
Seat-event requests: 371
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 854
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 854
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 369\nPrecedence substitutions made: 2\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 49\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 12 | standardDataset=342/342 (100.00%) | replicatedRiskDispersionDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | replicatedRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 13
Scenario seed: 4611862727420069102

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 60.53%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1226
Passengers seated: 342/342
Average waiting ticks: 569.87
Longest waiting passenger: P135->35D(LEFT)
Longest waiting ticks: 1165

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 38
Regions dissolved: 2
Repeated reconstructions avoided: 38
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=23
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3077
Maximum occupied tiles: 14
Seat events: 171
Single-blocker events: 46
Multiple-blocker events: 31
Temporary aisle reoccupations: 113

RIGHT AISLE
-----------
Total moves: 2915
Maximum occupied tiles: 15
Seat events: 171
Single-blocker events: 40
Multiple-blocker events: 24
Temporary aisle reoccupations: 91

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 144
Reservations granted: 144
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7511
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8929
Total stationary ticks: 201223
Seat-event requests: 368
Failed seat-event starts: 26

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 682
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 26
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 682
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 367\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 29\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:10
Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 13
Scenario seed: 4611862727420069102

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 60.53%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1226
Passengers seated: 342/342
Average waiting ticks: 570.15
Longest waiting passenger: P192->2G(RIGHT)
Longest waiting ticks: 1166

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 38
Regions dissolved: 2
Repeated reconstructions avoided: 38
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=23
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3077
Maximum occupied tiles: 14
Seat events: 171
Single-blocker events: 46
Multiple-blocker events: 31
Temporary aisle reoccupations: 113

RIGHT AISLE
-----------
Total moves: 2915
Maximum occupied tiles: 14
Seat events: 171
Single-blocker events: 40
Multiple-blocker events: 24
Temporary aisle reoccupations: 91

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 144
Reservations granted: 144
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7476
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8888
Total stationary ticks: 201285
Seat-event requests: 368
Failed seat-event starts: 26

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 679
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 26
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 679
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 367\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 28\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 13 | standardDataset=342/342 (100.00%) | replicatedRiskDispersionDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | replicatedRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 14
Scenario seed: 7338082357519878315

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.12%
Blocker-prone seat share (topology component): 66.80%
Aisle-assignment balance: 94.98%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 956
Passengers seated: 259/259
Average waiting ticks: 422.66
Longest waiting passenger: P140->16A(LEFT)
Longest waiting ticks: 897

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 23
Regions dissolved: 1
Repeated reconstructions avoided: 23
Largest region lifetime: 24
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=24
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2062
Maximum occupied tiles: 12
Seat events: 136
Single-blocker events: 30
Multiple-blocker events: 17
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 1986
Maximum occupied tiles: 12
Seat events: 123
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 89
Reservations granted: 89
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5227
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6388
Total stationary ticks: 113951
Seat-event requests: 266
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 553
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 553
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 266\nPrecedence substitutions made: 4\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:10
Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 14
Scenario seed: 7338082357519878315

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.12%
Blocker-prone seat share (topology component): 66.80%
Aisle-assignment balance: 94.98%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 956
Passengers seated: 259/259
Average waiting ticks: 422.62
Longest waiting passenger: P140->16A(LEFT)
Longest waiting ticks: 897

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 23
Regions dissolved: 1
Repeated reconstructions avoided: 23
Largest region lifetime: 24
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=24
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2062
Maximum occupied tiles: 12
Seat events: 136
Single-blocker events: 30
Multiple-blocker events: 17
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 1986
Maximum occupied tiles: 12
Seat events: 123
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 89
Reservations granted: 89
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5242
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6373
Total stationary ticks: 113946
Seat-event requests: 266
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 536
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 536
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 266\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 3\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 14 | standardDataset=259/259 (100.00%) | replicatedRiskDispersionDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | replicatedRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 15
Scenario seed: 6088502548541617906

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.43%
Blocker-prone seat share (topology component): 60.42%
Aisle-assignment balance: 98.61%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2541
Passengers seated: 286/288
Average waiting ticks: 478.83
Longest waiting passenger: P40->35G(LEFT)
Longest waiting ticks: 2474

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 5
Executable cluster candidates: 5
Rejected cluster candidates: 0
Cluster selections: 4
Cluster-selected events started: 6
Largest detected cluster: 6
Selected release potential total: 13
Last cluster decision: LEFT:tiles19-22:occupied=3:anchor=P286:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 37
Regions dissolved: 3
Repeated reconstructions avoided: 37
Largest region lifetime: 16
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=10
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2518
Maximum occupied tiles: 15
Seat events: 140
Single-blocker events: 33
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 2608
Maximum occupied tiles: 13
Seat events: 146
Single-blocker events: 36
Multiple-blocker events: 19
Temporary aisle reoccupations: 75

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1667
Reservations granted: 1665
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6325
Longest unresolved passenger ID: 279
Longest unresolved row: 36
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P279(36B/LEFT) -> P40(35G/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 279
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 10928
Total stationary ticks: 144966
Seat-event requests: 1860
Failed seat-event starts: 1574

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 40
Critical blocker identity: P40->35G(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P40(35G/LEFT/WAITING_FOR_SEAT_EVENT)
  P279(36B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1549
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 36|37|38
Critical blocker unavailable yield tiles: 37|38
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 25
Rear-boundary failures: 1549
Middle-bank reservation failures: 2
Active-event deferrals: 743
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 36|37|38
Current unavailable yield tiles: 37|38
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1858\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 9\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:10
Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 15
Scenario seed: 6088502548541617906

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.43%
Blocker-prone seat share (topology component): 60.42%
Aisle-assignment balance: 98.61%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2541
Passengers seated: 286/288
Average waiting ticks: 478.92
Longest waiting passenger: P40->35G(LEFT)
Longest waiting ticks: 2476

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 5
Executable cluster candidates: 5
Rejected cluster candidates: 0
Cluster selections: 4
Cluster-selected events started: 6
Largest detected cluster: 6
Selected release potential total: 13
Last cluster decision: LEFT:tiles19-22:occupied=3:anchor=P286:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 37
Regions dissolved: 3
Repeated reconstructions avoided: 37
Largest region lifetime: 16
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=10
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2518
Maximum occupied tiles: 15
Seat events: 140
Single-blocker events: 33
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 2608
Maximum occupied tiles: 13
Seat events: 146
Single-blocker events: 36
Multiple-blocker events: 19
Temporary aisle reoccupations: 75

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1667
Reservations granted: 1665
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6305
Longest unresolved passenger ID: 279
Longest unresolved row: 36
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P279(36B/LEFT) -> P40(35G/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 279
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 10903
Total stationary ticks: 144957
Seat-event requests: 1860
Failed seat-event starts: 1574

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 40
Critical blocker identity: P40->35G(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P40(35G/LEFT/WAITING_FOR_SEAT_EVENT)
  P279(36B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1549
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 36|37|38
Critical blocker unavailable yield tiles: 37|38
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 25
Rear-boundary failures: 1549
Middle-bank reservation failures: 2
Active-event deferrals: 749
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 36|37|38
Current unavailable yield tiles: 37|38
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1858\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 9\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 15 | standardDataset=286/288 (99.31%) | replicatedRiskDispersionDataset=286/288 (99.31%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=4 | clusterStarts=6 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | replicatedRiskDispersionFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 16
Scenario seed: 2820986825054709043

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1001
Passengers seated: 282/282
Average waiting ticks: 463.36
Longest waiting passenger: P35->19F(LEFT)
Longest waiting ticks: 944

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2116
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 39
Multiple-blocker events: 19
Temporary aisle reoccupations: 77

RIGHT AISLE
-----------
Total moves: 2257
Maximum occupied tiles: 15
Seat events: 142
Single-blocker events: 42
Multiple-blocker events: 14
Temporary aisle reoccupations: 70

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 100
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5439
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6871
Total stationary ticks: 135306
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 694
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 694
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 294\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:10
Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 16
Scenario seed: 2820986825054709043

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1001
Passengers seated: 282/282
Average waiting ticks: 463.44
Longest waiting passenger: P35->19F(LEFT)
Longest waiting ticks: 944

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2116
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 39
Multiple-blocker events: 19
Temporary aisle reoccupations: 77

RIGHT AISLE
-----------
Total moves: 2257
Maximum occupied tiles: 15
Seat events: 142
Single-blocker events: 42
Multiple-blocker events: 14
Temporary aisle reoccupations: 70

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 100
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5434
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6863
Total stationary ticks: 135303
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 710
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 710
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 294\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 16 | standardDataset=282/282 (100.00%) | replicatedRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | replicatedRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 17
Scenario seed: 5104035355556623827

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 59.36%
Aisle-assignment balance: 94.15%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2626
Passengers seated: 276/342
Average waiting ticks: 793.97
Longest waiting passenger: P2->3B(LEFT)
Longest waiting ticks: 2626

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 10
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 16
Selected release potential total: 6
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1832
Regions dissolved: 2
Repeated reconstructions avoided: 1832
Largest region lifetime: 1813
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1813:occupied=16
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1797
State changes reopening evaluation: 8
Region priority competitions: 2
Regions ranked: 4
Hierarchical selections: 2
Lower-priority evaluations deferred: 1
Highest selected priority score: 17679
Left/right priority wins: 2/0
Priority ties: 0
Last priority decision: LEFT:R2:score=17679 | RIGHT:R3:score=3314 | selected=LEFT

LEFT AISLE
----------
Total moves: 2206
Maximum occupied tiles: 19
Seat events: 115
Single-blocker events: 28
Multiple-blocker events: 8
Temporary aisle reoccupations: 44

RIGHT AISLE
-----------
Total moves: 2760
Maximum occupied tiles: 16
Seat events: 161
Single-blocker events: 42
Multiple-blocker events: 15
Temporary aisle reoccupations: 72

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1938
Reservations granted: 1935
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 47
Remaining moving in aisle: 16
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 29596
Longest unresolved passenger ID: 2
Longest unresolved row: 3
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 16
Longest dependency chain: P281(14F/LEFT) -> P66(12B/LEFT) -> P84(8A/LEFT) -> P237(19A/LEFT) -> P140(11F/LEFT) -> P31(17B/LEFT) -> P79(31B/LEFT) -> P198(24B/LEFT) -> P248(14E/LEFT) -> P290(12D/LEFT) -> P181(21B/LEFT) -> P337(30A/LEFT) -> P65(34F/LEFT) -> P146(19G/LEFT) -> P212(33D/LEFT) -> P231(16G/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 281
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 16
Total blocked ticks: 42471
Total stationary ticks: 306184
Seat-event requests: 2113
Failed seat-event starts: 1837

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 231
Critical blocker identity: P231->16G(LEFT)
Direct fan-out: 1
Total indirect descendants: 15
Critical tree size including blocker: 16
Critical tree depth: 16
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 19
Unresolved outside passengers: 47
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P231(16G/LEFT/WAITING_FOR_SEAT_EVENT)
  P212(33D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P146(19G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P65(34F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P337(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P181(21B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P290(12D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P248(14E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P198(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P79(31B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P31(17B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P140(11F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P237(19A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P84(8A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P66(12B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P281(14F/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1837
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 17|18|19
Critical blocker unavailable yield tiles: 19
Critical blocker yield-tile occupants: 277
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1837
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 836
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[277]: P277(23E/LEFT/MOVING_IN_AISLE@tile19) -> P139(20F/LEFT/WAITING_AT_ROW@tile20) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P139->20F(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P277{seat=23E,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=19,directBlocker=139,lastMoveTick=792,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 17|18|19
Current unavailable yield tiles: 19
Current yield-tile occupants: 277
Final row-event chain: 231|277|139
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2114\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 1840\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:10
Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 17
Scenario seed: 5104035355556623827

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 59.36%
Aisle-assignment balance: 94.15%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2626
Passengers seated: 276/342
Average waiting ticks: 793.99
Longest waiting passenger: P2->3B(LEFT)
Longest waiting ticks: 2626

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 10
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 16
Selected release potential total: 6
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1832
Regions dissolved: 2
Repeated reconstructions avoided: 1832
Largest region lifetime: 1813
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1813:occupied=16
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1797
State changes reopening evaluation: 8
Region priority competitions: 2
Regions ranked: 4
Hierarchical selections: 2
Lower-priority evaluations deferred: 1
Highest selected priority score: 17679
Left/right priority wins: 2/0
Priority ties: 0
Last priority decision: LEFT:R2:score=17679 | RIGHT:R3:score=3314 | selected=LEFT

LEFT AISLE
----------
Total moves: 2206
Maximum occupied tiles: 19
Seat events: 115
Single-blocker events: 28
Multiple-blocker events: 8
Temporary aisle reoccupations: 44

RIGHT AISLE
-----------
Total moves: 2760
Maximum occupied tiles: 16
Seat events: 161
Single-blocker events: 42
Multiple-blocker events: 15
Temporary aisle reoccupations: 72

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1938
Reservations granted: 1935
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 47
Remaining moving in aisle: 16
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 29592
Longest unresolved passenger ID: 2
Longest unresolved row: 3
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 16
Longest dependency chain: P281(14F/LEFT) -> P66(12B/LEFT) -> P84(8A/LEFT) -> P237(19A/LEFT) -> P140(11F/LEFT) -> P31(17B/LEFT) -> P79(31B/LEFT) -> P198(24B/LEFT) -> P248(14E/LEFT) -> P290(12D/LEFT) -> P181(21B/LEFT) -> P337(30A/LEFT) -> P65(34F/LEFT) -> P146(19G/LEFT) -> P212(33D/LEFT) -> P231(16G/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 281
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 16
Total blocked ticks: 42457
Total stationary ticks: 306180
Seat-event requests: 2113
Failed seat-event starts: 1837

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 231
Critical blocker identity: P231->16G(LEFT)
Direct fan-out: 1
Total indirect descendants: 15
Critical tree size including blocker: 16
Critical tree depth: 16
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 19
Unresolved outside passengers: 47
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P231(16G/LEFT/WAITING_FOR_SEAT_EVENT)
  P212(33D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P146(19G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P65(34F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P337(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P181(21B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P290(12D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P248(14E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P198(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P79(31B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P31(17B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P140(11F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P237(19A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P84(8A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P66(12B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P281(14F/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1837
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 17|18|19
Critical blocker unavailable yield tiles: 19
Critical blocker yield-tile occupants: 277
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1837
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 833
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[277]: P277(23E/LEFT/MOVING_IN_AISLE@tile19) -> P139(20F/LEFT/WAITING_AT_ROW@tile20) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P139->20F(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P277{seat=23E,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=19,directBlocker=139,lastMoveTick=792,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 17|18|19
Current unavailable yield tiles: 19
Current yield-tile occupants: 277
Final row-event chain: 231|277|139
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2114\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 1840\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 17 | standardDataset=276/342 (80.70%) | replicatedRiskDispersionDataset=276/342 (80.70%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | replicatedRiskDispersionFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 18
Scenario seed: 3172845864910949117

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.12%
Blocker-prone seat share (topology component): 66.06%
Aisle-assignment balance: 93.43%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 274/274
Average waiting ticks: 450.84
Longest waiting passenger: P156->15I(RIGHT)
Longest waiting ticks: 975

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2000
Maximum occupied tiles: 12
Seat events: 128
Single-blocker events: 40
Multiple-blocker events: 13
Temporary aisle reoccupations: 66

RIGHT AISLE
-----------
Total moves: 2249
Maximum occupied tiles: 12
Seat events: 146
Single-blocker events: 38
Multiple-blocker events: 18
Temporary aisle reoccupations: 74

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5518
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6705
Total stationary ticks: 128173
Seat-event requests: 285
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 582
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 582
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 285\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:10
Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 18
Scenario seed: 3172845864910949117

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.12%
Blocker-prone seat share (topology component): 66.06%
Aisle-assignment balance: 93.43%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 274/274
Average waiting ticks: 450.84
Longest waiting passenger: P156->15I(RIGHT)
Longest waiting ticks: 975

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2000
Maximum occupied tiles: 12
Seat events: 128
Single-blocker events: 40
Multiple-blocker events: 13
Temporary aisle reoccupations: 66

RIGHT AISLE
-----------
Total moves: 2249
Maximum occupied tiles: 12
Seat events: 146
Single-blocker events: 38
Multiple-blocker events: 18
Temporary aisle reoccupations: 74

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5518
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6705
Total stationary ticks: 128173
Seat-event requests: 285
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 582
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 582
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 285\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 18 | standardDataset=274/274 (100.00%) | replicatedRiskDispersionDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | replicatedRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 19
Scenario seed: 241035671304481408

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2322
Passengers seated: 228/235
Average waiting ticks: 403.11
Longest waiting passenger: P7->28D(LEFT)
Longest waiting ticks: 2274

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 8
Cluster candidates evaluated: 9
Executable cluster candidates: 1
Rejected cluster candidates: 8
Cluster selections: 1
Cluster-selected events started: 3
Largest detected cluster: 7
Selected release potential total: 4
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1630
Regions dissolved: 2
Repeated reconstructions avoided: 1630
Largest region lifetime: 1575
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1575:occupied=7
Confirmation deferral ticks: 5
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1544
State changes reopening evaluation: 5
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1703
Maximum occupied tiles: 13
Seat events: 111
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 1682
Maximum occupied tiles: 13
Seat events: 117
Single-blocker events: 34
Multiple-blocker events: 9
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1685
Reservations granted: 1685
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 6866
Longest unresolved passenger ID: 84
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P182(27B/LEFT) -> P66(30A/LEFT) -> P181(25A/LEFT) -> P135(25F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 182
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 16913
Total stationary ticks: 104924
Seat-event requests: 1801
Failed seat-event starts: 1573

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 135
Critical blocker identity: P135->25F(LEFT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 7
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P135(25F/LEFT/WAITING_FOR_SEAT_EVENT)
  P181(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P66(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P182(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1573
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 26|27|28
Critical blocker unavailable yield tiles: 27|28
Critical blocker yield-tile occupants: 84|7
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1573
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 755
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 2
Yield-occupant trace: yieldOccupant[84]: P84(28F/LEFT/MOVING_IN_AISLE@tile27) -> P7(28D/LEFT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[7]: P7(28D/LEFT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P7->28D(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P84{seat=28F,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=7,lastMoveTick=727,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P7{seat=28D,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=28,directBlocker=-1,lastMoveTick=709,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 26|27|28
Current unavailable yield tiles: 27|28
Current yield-tile occupants: 84|7
Final row-event chain: 135|84|7
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1800\nPrecedence substitutions made: 1\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 5\nOccupied-space rejections: 3138\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:10
Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 19
Scenario seed: 241035671304481408

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2322
Passengers seated: 228/235
Average waiting ticks: 403.11
Longest waiting passenger: P7->28D(LEFT)
Longest waiting ticks: 2274

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 8
Cluster candidates evaluated: 9
Executable cluster candidates: 1
Rejected cluster candidates: 8
Cluster selections: 1
Cluster-selected events started: 3
Largest detected cluster: 7
Selected release potential total: 4
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1630
Regions dissolved: 2
Repeated reconstructions avoided: 1630
Largest region lifetime: 1575
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1575:occupied=7
Confirmation deferral ticks: 5
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1544
State changes reopening evaluation: 5
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1703
Maximum occupied tiles: 13
Seat events: 111
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 1682
Maximum occupied tiles: 13
Seat events: 117
Single-blocker events: 34
Multiple-blocker events: 9
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1685
Reservations granted: 1685
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 6866
Longest unresolved passenger ID: 84
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P182(27B/LEFT) -> P66(30A/LEFT) -> P181(25A/LEFT) -> P135(25F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 182
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 16913
Total stationary ticks: 104924
Seat-event requests: 1801
Failed seat-event starts: 1573

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 135
Critical blocker identity: P135->25F(LEFT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 7
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P135(25F/LEFT/WAITING_FOR_SEAT_EVENT)
  P181(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P66(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P182(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1573
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 26|27|28
Critical blocker unavailable yield tiles: 27|28
Critical blocker yield-tile occupants: 84|7
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1573
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 755
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 2
Yield-occupant trace: yieldOccupant[84]: P84(28F/LEFT/MOVING_IN_AISLE@tile27) -> P7(28D/LEFT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[7]: P7(28D/LEFT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P7->28D(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P84{seat=28F,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=7,lastMoveTick=727,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P7{seat=28D,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=28,directBlocker=-1,lastMoveTick=709,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 26|27|28
Current unavailable yield tiles: 27|28
Current yield-tile occupants: 84|7
Final row-event chain: 135|84|7
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1800\nPrecedence substitutions made: 1\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 5\nOccupied-space rejections: 3138\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 19 | standardDataset=228/235 (97.02%) | replicatedRiskDispersionDataset=228/235 (97.02%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=1 | clusterStarts=3 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL | replicatedRiskDispersionFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 20
Scenario seed: -1248874389277114737

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.80%
Blocker-prone seat share (topology component): 74.54%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2279
Passengers seated: 213/216
Average waiting ticks: 356.50
Longest waiting passenger: P143->29E(LEFT)
Longest waiting ticks: 2210

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 6
Clusters detected: 6
Activations without intervention: 2
Cluster candidates evaluated: 6
Executable cluster candidates: 4
Rejected cluster candidates: 2
Cluster selections: 3
Cluster-selected events started: 3
Largest detected cluster: 4
Selected release potential total: 7
Last cluster decision: LEFT:region=R6:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 6
Region updates: 1619
Regions dissolved: 5
Repeated reconstructions avoided: 1619
Largest region lifetime: 1549
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R6:age=1549:occupied=3
Confirmation deferral ticks: 9
Regions reaching confirmation: 3
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 1546
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1483
Maximum occupied tiles: 14
Seat events: 102
Single-blocker events: 19
Multiple-blocker events: 8
Temporary aisle reoccupations: 38

RIGHT AISLE
-----------
Total moves: 1596
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 27
Multiple-blocker events: 10
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1687
Reservations granted: 1685
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3952
Longest unresolved passenger ID: 87
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P83(28B/LEFT) -> P87(30C/LEFT) -> P143(29E/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 83
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 9879
Total stationary ticks: 83548
Seat-event requests: 1797
Failed seat-event starts: 1584

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 143
Critical blocker identity: P143->29E(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P143(29E/LEFT/WAITING_FOR_SEAT_EVENT)
  P87(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P83(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1566
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 18
Rear-boundary failures: 1566
Middle-bank reservation failures: 2
Active-event deferrals: 610
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1797\nPrecedence substitutions made: 2\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 38\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:10
Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 20
Scenario seed: -1248874389277114737

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.80%
Blocker-prone seat share (topology component): 74.54%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2279
Passengers seated: 213/216
Average waiting ticks: 356.50
Longest waiting passenger: P143->29E(LEFT)
Longest waiting ticks: 2210

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 6
Clusters detected: 6
Activations without intervention: 2
Cluster candidates evaluated: 6
Executable cluster candidates: 4
Rejected cluster candidates: 2
Cluster selections: 3
Cluster-selected events started: 3
Largest detected cluster: 4
Selected release potential total: 7
Last cluster decision: LEFT:region=R6:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 6
Region updates: 1619
Regions dissolved: 5
Repeated reconstructions avoided: 1619
Largest region lifetime: 1549
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R6:age=1549:occupied=3
Confirmation deferral ticks: 9
Regions reaching confirmation: 3
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 1546
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1483
Maximum occupied tiles: 14
Seat events: 102
Single-blocker events: 19
Multiple-blocker events: 8
Temporary aisle reoccupations: 38

RIGHT AISLE
-----------
Total moves: 1596
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 27
Multiple-blocker events: 10
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1687
Reservations granted: 1685
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3952
Longest unresolved passenger ID: 87
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P83(28B/LEFT) -> P87(30C/LEFT) -> P143(29E/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 83
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 9879
Total stationary ticks: 83548
Seat-event requests: 1797
Failed seat-event starts: 1584

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 143
Critical blocker identity: P143->29E(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P143(29E/LEFT/WAITING_FOR_SEAT_EVENT)
  P87(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P83(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1566
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 18
Rear-boundary failures: 1566
Middle-bank reservation failures: 2
Active-event deferrals: 610
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1797\nPrecedence substitutions made: 2\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 38\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 20 | standardDataset=213/216 (98.61%) | replicatedRiskDispersionDataset=213/216 (98.61%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=6 | clusterSelections=3 | clusterStarts=3 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | replicatedRiskDispersionFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:11
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 21
Scenario seed: 1489463260132275918

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 95.32%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 859
Passengers seated: 235/235
Average waiting ticks: 382.51
Longest waiting passenger: P205->12E(RIGHT)
Longest waiting ticks: 819

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1581
Maximum occupied tiles: 13
Seat events: 112
Single-blocker events: 26
Multiple-blocker events: 7
Temporary aisle reoccupations: 41

RIGHT AISLE
-----------
Total moves: 1798
Maximum occupied tiles: 11
Seat events: 123
Single-blocker events: 32
Multiple-blocker events: 8
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 122
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4402
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5720
Total stationary ticks: 93706
Seat-event requests: 240
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 653
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 653
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 5\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:11
Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 21
Scenario seed: 1489463260132275918

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 95.32%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 859
Passengers seated: 235/235
Average waiting ticks: 382.51
Longest waiting passenger: P205->12E(RIGHT)
Longest waiting ticks: 819

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1581
Maximum occupied tiles: 13
Seat events: 112
Single-blocker events: 26
Multiple-blocker events: 7
Temporary aisle reoccupations: 41

RIGHT AISLE
-----------
Total moves: 1798
Maximum occupied tiles: 11
Seat events: 123
Single-blocker events: 32
Multiple-blocker events: 8
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 122
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4407
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5724
Total stationary ticks: 93710
Seat-event requests: 240
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 655
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 655
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 5\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 21 | standardDataset=235/235 (100.00%) | replicatedRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | replicatedRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:11
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 22
Scenario seed: -4642758871296598529

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.87%
Blocker-prone seat share (topology component): 75.46%
Aisle-assignment balance: 99.07%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 777
Passengers seated: 216/216
Average waiting ticks: 349.28
Longest waiting passenger: P145->26G(RIGHT)
Longest waiting ticks: 720

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1494
Maximum occupied tiles: 12
Seat events: 107
Single-blocker events: 25
Multiple-blocker events: 9
Temporary aisle reoccupations: 45

RIGHT AISLE
-----------
Total moves: 1598
Maximum occupied tiles: 12
Seat events: 109
Single-blocker events: 30
Multiple-blocker events: 8
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 116
Reservations granted: 112
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4100
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5160
Total stationary ticks: 78920
Seat-event requests: 222
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 529
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 529
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 227\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:11
Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 22
Scenario seed: -4642758871296598529

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.87%
Blocker-prone seat share (topology component): 75.46%
Aisle-assignment balance: 99.07%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 777
Passengers seated: 216/216
Average waiting ticks: 349.31
Longest waiting passenger: P145->26G(RIGHT)
Longest waiting ticks: 720

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1494
Maximum occupied tiles: 12
Seat events: 107
Single-blocker events: 25
Multiple-blocker events: 9
Temporary aisle reoccupations: 45

RIGHT AISLE
-----------
Total moves: 1598
Maximum occupied tiles: 12
Seat events: 109
Single-blocker events: 30
Multiple-blocker events: 8
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 116
Reservations granted: 112
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4095
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5173
Total stationary ticks: 78923
Seat-event requests: 222
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 542
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 542
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 227\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 22 | standardDataset=216/216 (100.00%) | replicatedRiskDispersionDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | replicatedRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:11
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 23
Scenario seed: 8999583200723268209

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 25.00%
Blocker-prone seat share (topology component): 60.07%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2540
Passengers seated: 270/288
Average waiting ticks: 502.31
Longest waiting passenger: P5->15G(LEFT)
Longest waiting ticks: 2525

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 10
Cluster candidates evaluated: 17
Executable cluster candidates: 0
Rejected cluster candidates: 17
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 10
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1865
Regions dissolved: 2
Repeated reconstructions avoided: 1865
Largest region lifetime: 1832
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: TRACK:R2:age=1832:localMembers=10
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 47
State changes reopening evaluation: 9
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2486
Maximum occupied tiles: 21
Seat events: 122
Single-blocker events: 33
Multiple-blocker events: 10
Temporary aisle reoccupations: 54

RIGHT AISLE
-----------
Total moves: 2513
Maximum occupied tiles: 17
Seat events: 148
Single-blocker events: 50
Multiple-blocker events: 10
Temporary aisle reoccupations: 74

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1799
Reservations granted: 1796
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 12
Remaining waiting at row: 6
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 21069
Longest unresolved passenger ID: 211
Longest unresolved row: 35
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P248(27A/LEFT) -> P28(29F/LEFT) -> P208(27F/LEFT) -> P272(34E/LEFT) -> P242(28B/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 248
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 12
Total blocked ticks: 38176
Total stationary ticks: 170293
Seat-event requests: 1998
Failed seat-event starts: 1728

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 22
Critical blocker identity: P22->35G(LEFT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 6
Terminal WAITING_FOR_SEAT_EVENT nodes: 6
Unresolved internal passengers: 18
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 13
Critical blocker tree:
P22(35G/LEFT/WAITING_FOR_SEAT_EVENT)
  P211(35B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P118(34B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P229(36B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P263(33E/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1695
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 36|37
Critical blocker unavailable yield tiles: 36|37
Critical blocker yield-tile occupants: 240|-1
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 3
Yield-tile occupied failures: 1695
Rear-boundary failures: 33
Middle-bank reservation failures: 3
Active-event deferrals: 900
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[240]: P240(36G/LEFT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P240->36G(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: P240{seat=36G,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=691,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 36|37|38
Current unavailable yield tiles: 36|37|38
Current yield-tile occupants: 240|-1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 5
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2001\nPrecedence substitutions made: 3\nDependency chains followed: 35\nBlocked by waiting-row occupant: 35\nSubstituted events started: 4\nOccupied-space rejections: 1736\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:11
Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 23
Scenario seed: 8999583200723268209

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 25.00%
Blocker-prone seat share (topology component): 60.07%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2540
Passengers seated: 280/288
Average waiting ticks: 486.24
Longest waiting passenger: P5->15G(LEFT)
Longest waiting ticks: 2525

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 34
Regions dissolved: 2
Repeated reconstructions avoided: 34
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2506
Maximum occupied tiles: 13
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 12
Temporary aisle reoccupations: 63

RIGHT AISLE
-----------
Total moves: 2513
Maximum occupied tiles: 17
Seat events: 148
Single-blocker events: 51
Multiple-blocker events: 10
Temporary aisle reoccupations: 75

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1720
Reservations granted: 1720
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 5
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 8645
Longest unresolved passenger ID: 28
Longest unresolved row: 29
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P99(25D/LEFT) -> P207(22F/LEFT) -> P62(20G/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 99
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 5
Total blocked ticks: 20497
Total stationary ticks: 153519
Seat-event requests: 1898
Failed seat-event starts: 1618

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 62
Critical blocker identity: P62->20G(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 8
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P62(20G/LEFT/WAITING_FOR_SEAT_EVENT)
  P207(22F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P99(25D/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1618
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 21|22|23
Critical blocker unavailable yield tiles: 22
Critical blocker yield-tile occupants: 248
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1618
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 675
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 3
Yield-occupant trace: yieldOccupant[248]: P248(27A/LEFT/MOVING_IN_AISLE@tile25) -> P28(29F/LEFT/MOVING_IN_AISLE@tile26) -> P208(27F/LEFT/WAITING_AT_ROW@tile27) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P208->27F(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P248{seat=27A,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=25,directBlocker=28,lastMoveTick=936,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 3
Current required yield tiles: 21|22|23
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1898\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 1621\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 23 | standardDataset=270/288 (93.75%) | replicatedRiskDispersionDataset=280/288 (97.22%) | seatedDelta=+10 | completionDelta=+3.47% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | replicatedRiskDispersionFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:11
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 24
Scenario seed: -9145025643527978904

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.48%
Blocker-prone seat share (topology component): 66.09%
Aisle-assignment balance: 95.65%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 879
Passengers seated: 230/230
Average waiting ticks: 385.02
Longest waiting passenger: P4->8F(LEFT)
Longest waiting ticks: 834

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 7
Selected release potential total: 8
Last cluster decision: LEFT:tiles1-9:occupied=7:anchor=P36:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 36
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=36
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1897
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 34
Multiple-blocker events: 10
Temporary aisle reoccupations: 54

RIGHT AISLE
-----------
Total moves: 1725
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 27
Multiple-blocker events: 6
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 83
Reservations granted: 83
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4536
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5437
Total stationary ticks: 92348
Seat-event requests: 242
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 445
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 445
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 240\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:11
Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 24
Scenario seed: -9145025643527978904

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.48%
Blocker-prone seat share (topology component): 66.09%
Aisle-assignment balance: 95.65%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 877
Passengers seated: 230/230
Average waiting ticks: 384.65
Longest waiting passenger: P4->8F(LEFT)
Longest waiting ticks: 832

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 7
Selected release potential total: 6
Last cluster decision: LEFT:tiles1-9:occupied=7:anchor=P36:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 35
Regions dissolved: 1
Repeated reconstructions avoided: 35
Largest region lifetime: 36
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=36
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1897
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 34
Multiple-blocker events: 10
Temporary aisle reoccupations: 54

RIGHT AISLE
-----------
Total moves: 1725
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 27
Multiple-blocker events: 6
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 83
Reservations granted: 83
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4550
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5437
Total stationary ticks: 92272
Seat-event requests: 239
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 444
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 444
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 238\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 24 | standardDataset=230/230 (100.00%) | replicatedRiskDispersionDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | replicatedRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:11
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 25
Scenario seed: -7806494435824213166

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 76.32%
Aisle-assignment balance: 99.12%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 811
Passengers seated: 228/228
Average waiting ticks: 371.82
Longest waiting passenger: P71->15G(RIGHT)
Longest waiting ticks: 759

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles26-28:occupied=3:anchor=P108:selected=P34:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 27
Regions dissolved: 2
Repeated reconstructions avoided: 27
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=11
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 12
Seat events: 113
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 1620
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 26
Multiple-blocker events: 12
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 123
Reservations granted: 122
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4286
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5425
Total stationary ticks: 88396
Seat-event requests: 242
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 553
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 553
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 242\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:11
Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 25
Scenario seed: -7806494435824213166

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 76.32%
Aisle-assignment balance: 99.12%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 811
Passengers seated: 228/228
Average waiting ticks: 371.87
Longest waiting passenger: P71->15G(RIGHT)
Longest waiting ticks: 759

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles26-28:occupied=3:anchor=P108:selected=P34:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 27
Regions dissolved: 2
Repeated reconstructions avoided: 27
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=11
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 12
Seat events: 113
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 1620
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 26
Multiple-blocker events: 12
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 123
Reservations granted: 122
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4277
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5406
Total stationary ticks: 88390
Seat-event requests: 242
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 553
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 553
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 242\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 25 | standardDataset=228/228 (100.00%) | replicatedRiskDispersionDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | replicatedRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:11
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 26
Scenario seed: -8452147272970175849

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 95.18%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2802
Passengers seated: 351/353
Average waiting ticks: 590.16
Longest waiting passenger: P141->35G(LEFT)
Longest waiting ticks: 2724

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3011
Maximum occupied tiles: 13
Seat events: 166
Single-blocker events: 50
Multiple-blocker events: 23
Temporary aisle reoccupations: 98

RIGHT AISLE
-----------
Total moves: 3175
Maximum occupied tiles: 13
Seat events: 185
Single-blocker events: 44
Multiple-blocker events: 22
Temporary aisle reoccupations: 91

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1835
Reservations granted: 1832
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7930
Longest unresolved passenger ID: 18
Longest unresolved row: 36
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P18(36C/LEFT) -> P141(35G/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 18
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13190
Total stationary ticks: 216982
Seat-event requests: 2048
Failed seat-event starts: 1697

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 141
Critical blocker identity: P141->35G(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P141(35G/LEFT/WAITING_FOR_SEAT_EVENT)
  P18(36C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1690
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 36|37|38
Critical blocker unavailable yield tiles: 37|38
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 7
Rear-boundary failures: 1690
Middle-bank reservation failures: 3
Active-event deferrals: 906
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 36|37|38
Current unavailable yield tiles: 37|38
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2051\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:11
Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 26
Scenario seed: -8452147272970175849

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 95.18%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2802
Passengers seated: 351/353
Average waiting ticks: 590.14
Longest waiting passenger: P141->35G(LEFT)
Longest waiting ticks: 2724

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3011
Maximum occupied tiles: 13
Seat events: 166
Single-blocker events: 50
Multiple-blocker events: 23
Temporary aisle reoccupations: 98

RIGHT AISLE
-----------
Total moves: 3175
Maximum occupied tiles: 13
Seat events: 185
Single-blocker events: 44
Multiple-blocker events: 22
Temporary aisle reoccupations: 91

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1835
Reservations granted: 1832
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7935
Longest unresolved passenger ID: 18
Longest unresolved row: 36
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P18(36C/LEFT) -> P141(35G/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 18
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13204
Total stationary ticks: 216986
Seat-event requests: 2048
Failed seat-event starts: 1697

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 141
Critical blocker identity: P141->35G(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P141(35G/LEFT/WAITING_FOR_SEAT_EVENT)
  P18(36C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1690
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 36|37|38
Critical blocker unavailable yield tiles: 37|38
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 7
Rear-boundary failures: 1690
Middle-bank reservation failures: 3
Active-event deferrals: 910
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 36|37|38
Current unavailable yield tiles: 37|38
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2051\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 26 | standardDataset=351/353 (99.43%) | replicatedRiskDispersionDataset=351/353 (99.43%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | replicatedRiskDispersionFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:11
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 27
Scenario seed: -8001846498203594583

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.29%
Blocker-prone seat share (topology component): 73.96%
Aisle-assignment balance: 94.79%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 705
Passengers seated: 192/192
Average waiting ticks: 314.35
Longest waiting passenger: P27->2B(LEFT)
Longest waiting ticks: 668

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles22-24:occupied=3:anchor=P141:selected=P146:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 13
Regions dissolved: 1
Repeated reconstructions avoided: 13
Largest region lifetime: 14
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=14
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1352
Maximum occupied tiles: 11
Seat events: 101
Single-blocker events: 20
Multiple-blocker events: 7
Temporary aisle reoccupations: 36

RIGHT AISLE
-----------
Total moves: 1408
Maximum occupied tiles: 13
Seat events: 91
Single-blocker events: 22
Multiple-blocker events: 6
Temporary aisle reoccupations: 34

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3414
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4293
Total stationary ticks: 63145
Seat-event requests: 201
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 502
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 502
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 200\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:11
Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 27
Scenario seed: -8001846498203594583

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.29%
Blocker-prone seat share (topology component): 73.96%
Aisle-assignment balance: 94.79%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 705
Passengers seated: 192/192
Average waiting ticks: 314.35
Longest waiting passenger: P27->2B(LEFT)
Longest waiting ticks: 668

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles22-24:occupied=3:anchor=P141:selected=P146:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 13
Regions dissolved: 1
Repeated reconstructions avoided: 13
Largest region lifetime: 14
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=14
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1352
Maximum occupied tiles: 11
Seat events: 101
Single-blocker events: 20
Multiple-blocker events: 7
Temporary aisle reoccupations: 36

RIGHT AISLE
-----------
Total moves: 1408
Maximum occupied tiles: 13
Seat events: 91
Single-blocker events: 22
Multiple-blocker events: 6
Temporary aisle reoccupations: 34

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3414
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4293
Total stationary ticks: 63145
Seat-event requests: 201
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 502
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 502
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 200\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 27 | standardDataset=192/192 (100.00%) | replicatedRiskDispersionDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | replicatedRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:11
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 28
Scenario seed: -6836731559281130344

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.47%
Blocker-prone seat share (topology component): 61.11%
Aisle-assignment balance: 94.44%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1072
Passengers seated: 288/288
Average waiting ticks: 469.97
Longest waiting passenger: P220->22F(RIGHT)
Longest waiting ticks: 1014

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 39
Regions dissolved: 3
Repeated reconstructions avoided: 39
Largest region lifetime: 20
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2431
Maximum occupied tiles: 13
Seat events: 136
Single-blocker events: 34
Multiple-blocker events: 12
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 2754
Maximum occupied tiles: 13
Seat events: 152
Single-blocker events: 38
Multiple-blocker events: 19
Temporary aisle reoccupations: 78

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 126
Reservations granted: 124
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6743
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8124
Total stationary ticks: 141211
Seat-event requests: 304
Failed seat-event starts: 16

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 700
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 16
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 700
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 305\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:11
Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 28
Scenario seed: -6836731559281130344

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.47%
Blocker-prone seat share (topology component): 61.11%
Aisle-assignment balance: 94.44%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1072
Passengers seated: 288/288
Average waiting ticks: 469.90
Longest waiting passenger: P220->22F(RIGHT)
Longest waiting ticks: 1014

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 39
Regions dissolved: 3
Repeated reconstructions avoided: 39
Largest region lifetime: 20
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2431
Maximum occupied tiles: 13
Seat events: 136
Single-blocker events: 34
Multiple-blocker events: 12
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 2754
Maximum occupied tiles: 13
Seat events: 152
Single-blocker events: 38
Multiple-blocker events: 19
Temporary aisle reoccupations: 78

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 126
Reservations granted: 124
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6768
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8156
Total stationary ticks: 141218
Seat-event requests: 304
Failed seat-event starts: 16

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 705
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 16
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 705
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 305\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 28 | standardDataset=288/288 (100.00%) | replicatedRiskDispersionDataset=288/288 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | replicatedRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:11
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 29
Scenario seed: 708389372476518281

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.27%
Blocker-prone seat share (topology component): 67.18%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 959
Passengers seated: 259/259
Average waiting ticks: 429.29
Longest waiting passenger: P114->14C(LEFT)
Longest waiting ticks: 934

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2119
Maximum occupied tiles: 12
Seat events: 135
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1950
Maximum occupied tiles: 13
Seat events: 124
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 88
Reservations granted: 88
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5165
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6121
Total stationary ticks: 115390
Seat-event requests: 267
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 555
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 555
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 267\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:11
Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 29
Scenario seed: 708389372476518281

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.27%
Blocker-prone seat share (topology component): 67.18%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 958
Passengers seated: 259/259
Average waiting ticks: 429.19
Longest waiting passenger: P114->14C(LEFT)
Longest waiting ticks: 933

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2119
Maximum occupied tiles: 12
Seat events: 135
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1950
Maximum occupied tiles: 13
Seat events: 124
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 88
Reservations granted: 88
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5180
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6137
Total stationary ticks: 115382
Seat-event requests: 266
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 555
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 555
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 266\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 29 | standardDataset=259/259 (100.00%) | replicatedRiskDispersionDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | replicatedRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:11
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 30
Scenario seed: -899876514944553398

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.24%
Blocker-prone seat share (topology component): 66.12%
Aisle-assignment balance: 98.78%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 878
Passengers seated: 245/245
Average waiting ticks: 403.51
Longest waiting passenger: P41->3I(RIGHT)
Longest waiting ticks: 843

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1814
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 33
Multiple-blocker events: 11
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1955
Maximum occupied tiles: 13
Seat events: 124
Single-blocker events: 36
Multiple-blocker events: 11
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 81
Reservations granted: 81
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4754
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5681
Total stationary ticks: 102800
Seat-event requests: 253
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 469
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 469
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 253\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 00:58:11
Experiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2683790101901
Scenario number: 30
Scenario seed: -899876514944553398

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.24%
Blocker-prone seat share (topology component): 66.12%
Aisle-assignment balance: 98.78%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 878
Passengers seated: 245/245
Average waiting ticks: 403.65
Longest waiting passenger: P41->3I(RIGHT)
Longest waiting ticks: 843

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: LEFT:tiles19-23:occupied=4:anchor=P217:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 32
Regions dissolved: 1
Repeated reconstructions avoided: 32
Largest region lifetime: 33
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=33
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1814
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 33
Multiple-blocker events: 11
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1955
Maximum occupied tiles: 13
Seat events: 124
Single-blocker events: 36
Multiple-blocker events: 11
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 81
Reservations granted: 81
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4744
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5695
Total stationary ticks: 102825
Seat-event requests: 258
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 477
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 477
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 257\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 30 | standardDataset=245/245 (100.00%) | replicatedRiskDispersionDataset=245/245 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | replicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | replicatedRiskDispersionFamily=COMPLETE_CABIN

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 33
INDEPENDENT-SEED RISK-DISPERSION REPLICATION
************************************************************
Experiment seed: 2683790101901
Scenarios executed: 60
Successful completions: 46
Incomplete/MAX_TICKS: 14
Average completed ticks: 1335.57
Average waiting ticks: 456.52
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:16
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 1
Scenario seed: 1522538501425421570

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.19%
Blocker-prone seat share (topology component): 60.53%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2716
Passengers seated: 340/342
Average waiting ticks: 570.95
Longest waiting passenger: P257->35A(LEFT)
Longest waiting ticks: 2655

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2987
Maximum occupied tiles: 14
Seat events: 169
Single-blocker events: 39
Multiple-blocker events: 19
Temporary aisle reoccupations: 79

RIGHT AISLE
-----------
Total moves: 2972
Maximum occupied tiles: 14
Seat events: 171
Single-blocker events: 44
Multiple-blocker events: 22
Temporary aisle reoccupations: 92

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 145
Reservations granted: 138
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 2

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7675
Longest unresolved passenger ID: 238
Longest unresolved row: 35
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P238(35G/LEFT) -> P257(35A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 238
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 12544
Total stationary ticks: 203516
Seat-event requests: 1885
Failed seat-event starts: 1545

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 257
Critical blocker identity: P257->35A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P257(35A/LEFT/WAITING_FOR_SEAT_EVENT)
  P238(35G/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1534
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 36|37
Critical blocker unavailable yield tiles: 37
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1534
Middle-bank reservation failures: 7
Active-event deferrals: 879
Simultaneous arbitration losses: 2

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 36|37
Current unavailable yield tiles: 37
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1894\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:16
Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 1
Scenario seed: 1522538501425421570

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.19%
Blocker-prone seat share (topology component): 60.53%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1215
Passengers seated: 342/342
Average waiting ticks: 566.47
Longest waiting passenger: P205->27J(RIGHT)
Longest waiting ticks: 1161

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2988
Maximum occupied tiles: 13
Seat events: 171
Single-blocker events: 39
Multiple-blocker events: 21
Temporary aisle reoccupations: 84

RIGHT AISLE
-----------
Total moves: 2972
Maximum occupied tiles: 14
Seat events: 171
Single-blocker events: 44
Multiple-blocker events: 22
Temporary aisle reoccupations: 92

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 146
Reservations granted: 139
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 2

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7726
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9446
Total stationary ticks: 200419
Seat-event requests: 353
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 867
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 867
Simultaneous arbitration losses: 2

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 362\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 01 | standardDataset=340/342 (99.42%) | secondReplicatedRiskDispersionDataset=342/342 (100.00%) | seatedDelta=+2 | completionDelta=+0.58% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | secondReplicatedRiskDispersionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | secondReplicatedRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:16
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 2
Scenario seed: 6774359765354740939

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 29.57%
Blocker-prone seat share (topology component): 66.96%
Aisle-assignment balance: 99.13%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 834
Passengers seated: 230/230
Average waiting ticks: 373.20
Longest waiting passenger: P119->32I(RIGHT)
Longest waiting ticks: 770

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles19-21:occupied=3:anchor=P154:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 9
Regions dissolved: 1
Repeated reconstructions avoided: 9
Largest region lifetime: 10
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=10
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1824
Maximum occupied tiles: 11
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 8
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1907
Maximum occupied tiles: 16
Seat events: 116
Single-blocker events: 29
Multiple-blocker events: 7
Temporary aisle reoccupations: 43

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 85
Reservations granted: 83
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4846
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6113
Total stationary ticks: 90098
Seat-event requests: 241
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 645
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 1
Middle-bank reservation failures: 2
Active-event deferrals: 645
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 242\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:16
Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 2
Scenario seed: 6774359765354740939

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 29.57%
Blocker-prone seat share (topology component): 66.96%
Aisle-assignment balance: 99.13%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 834
Passengers seated: 230/230
Average waiting ticks: 373.16
Longest waiting passenger: P119->32I(RIGHT)
Longest waiting ticks: 770

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles19-21:occupied=3:anchor=P154:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 9
Regions dissolved: 1
Repeated reconstructions avoided: 9
Largest region lifetime: 10
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=10
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1824
Maximum occupied tiles: 11
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 8
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1907
Maximum occupied tiles: 16
Seat events: 116
Single-blocker events: 29
Multiple-blocker events: 7
Temporary aisle reoccupations: 43

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 85
Reservations granted: 83
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4856
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6107
Total stationary ticks: 90097
Seat-event requests: 240
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 633
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 633
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 241\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 02 | standardDataset=230/230 (100.00%) | secondReplicatedRiskDispersionDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | secondReplicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | secondReplicatedRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:16
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 3
Scenario seed: -2983169693602654470

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 96.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1039
Passengers seated: 282/282
Average waiting ticks: 468.57
Longest waiting passenger: P91->7F(LEFT)
Longest waiting ticks: 992

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2253
Maximum occupied tiles: 12
Seat events: 146
Single-blocker events: 40
Multiple-blocker events: 13
Temporary aisle reoccupations: 66

RIGHT AISLE
-----------
Total moves: 2134
Maximum occupied tiles: 13
Seat events: 136
Single-blocker events: 43
Multiple-blocker events: 18
Temporary aisle reoccupations: 79

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5548
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6857
Total stationary ticks: 136804
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 667
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 667
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 287\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:16
Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 3
Scenario seed: -2983169693602654470

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 96.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1039
Passengers seated: 282/282
Average waiting ticks: 468.21
Longest waiting passenger: P91->7F(LEFT)
Longest waiting ticks: 992

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2253
Maximum occupied tiles: 12
Seat events: 146
Single-blocker events: 40
Multiple-blocker events: 13
Temporary aisle reoccupations: 66

RIGHT AISLE
-----------
Total moves: 2134
Maximum occupied tiles: 13
Seat events: 136
Single-blocker events: 43
Multiple-blocker events: 18
Temporary aisle reoccupations: 79

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5596
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6899
Total stationary ticks: 136751
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 662
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 662
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 287\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 03 | standardDataset=282/282 (100.00%) | secondReplicatedRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondReplicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | secondReplicatedRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:16
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 4
Scenario seed: -6788409386054383278

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 96.32%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1294
Passengers seated: 353/353
Average waiting ticks: 582.42
Longest waiting passenger: P234->29F(LEFT)
Longest waiting ticks: 1243

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:age=2:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 28
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=9
Confirmation deferral ticks: 4
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3274
Maximum occupied tiles: 14
Seat events: 183
Single-blocker events: 59
Multiple-blocker events: 24
Temporary aisle reoccupations: 111

RIGHT AISLE
-----------
Total moves: 2915
Maximum occupied tiles: 13
Seat events: 170
Single-blocker events: 47
Multiple-blocker events: 26
Temporary aisle reoccupations: 102

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 150
Reservations granted: 150
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7935
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9847
Total stationary ticks: 212498
Seat-event requests: 379
Failed seat-event starts: 26

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 931
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 26
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 931
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 379\nPrecedence substitutions made: 7\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 8\nOccupied-space rejections: 32\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:16
Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 4
Scenario seed: -6788409386054383278

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 96.32%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1294
Passengers seated: 353/353
Average waiting ticks: 582.91
Longest waiting passenger: P234->29F(LEFT)
Longest waiting ticks: 1243

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles20-22:occupied=3:anchor=P112:selected=P195:directReleases=1:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 50
Regions dissolved: 3
Repeated reconstructions avoided: 50
Largest region lifetime: 28
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=10
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3274
Maximum occupied tiles: 14
Seat events: 183
Single-blocker events: 59
Multiple-blocker events: 24
Temporary aisle reoccupations: 111

RIGHT AISLE
-----------
Total moves: 2915
Maximum occupied tiles: 13
Seat events: 170
Single-blocker events: 47
Multiple-blocker events: 26
Temporary aisle reoccupations: 102

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 151
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7915
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9813
Total stationary ticks: 212643
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 920
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 920
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 380\nPrecedence substitutions made: 6\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 8\nOccupied-space rejections: 33\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 04 | standardDataset=353/353 (100.00%) | secondReplicatedRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | secondReplicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | secondReplicatedRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:16
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 5
Scenario seed: -1539455759581144283

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.09%
Blocker-prone seat share (topology component): 59.26%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2648
Passengers seated: 321/324
Average waiting ticks: 542.01
Longest waiting passenger: P76->29D(RIGHT)
Longest waiting ticks: 2589

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 3
Selected release potential total: 4
Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 48
Regions dissolved: 3
Repeated reconstructions avoided: 48
Largest region lifetime: 28
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=28
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2993
Maximum occupied tiles: 17
Seat events: 162
Single-blocker events: 44
Multiple-blocker events: 20
Temporary aisle reoccupations: 89

RIGHT AISLE
-----------
Total moves: 2686
Maximum occupied tiles: 13
Seat events: 159
Single-blocker events: 46
Multiple-blocker events: 16
Temporary aisle reoccupations: 79

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1677
Reservations granted: 1677
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7409
Longest unresolved passenger ID: 120
Longest unresolved row: 34
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P120(34F/RIGHT) -> P155(33H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 120
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13802
Total stationary ticks: 183765
Seat-event requests: 1871
Failed seat-event starts: 1550

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 155
Critical blocker identity: P155->33H(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P155(33H/RIGHT/WAITING_FOR_SEAT_EVENT)
  P120(34F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1550
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1550
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 803
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1869\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 6\nOccupied-space rejections: 1553\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:16
Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 5
Scenario seed: -1539455759581144283

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.09%
Blocker-prone seat share (topology component): 59.26%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2648
Passengers seated: 321/324
Average waiting ticks: 542.01
Longest waiting passenger: P76->29D(RIGHT)
Longest waiting ticks: 2589

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 3
Selected release potential total: 4
Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 48
Regions dissolved: 3
Repeated reconstructions avoided: 48
Largest region lifetime: 28
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=28
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2993
Maximum occupied tiles: 17
Seat events: 162
Single-blocker events: 44
Multiple-blocker events: 20
Temporary aisle reoccupations: 89

RIGHT AISLE
-----------
Total moves: 2686
Maximum occupied tiles: 13
Seat events: 159
Single-blocker events: 46
Multiple-blocker events: 16
Temporary aisle reoccupations: 79

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1677
Reservations granted: 1677
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7409
Longest unresolved passenger ID: 120
Longest unresolved row: 34
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P120(34F/RIGHT) -> P155(33H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 120
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13802
Total stationary ticks: 183765
Seat-event requests: 1871
Failed seat-event starts: 1550

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 155
Critical blocker identity: P155->33H(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P155(33H/RIGHT/WAITING_FOR_SEAT_EVENT)
  P120(34F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1550
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1550
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 803
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1869\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 6\nOccupied-space rejections: 1553\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 05 | standardDataset=321/324 (99.07%) | secondReplicatedRiskDispersionDataset=321/324 (99.07%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | secondReplicatedRiskDispersionWorse=false | standardFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL | secondReplicatedRiskDispersionFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:16
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 6
Scenario seed: 7742126381252513624

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 67.15%
Aisle-assignment balance: 97.81%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 976
Passengers seated: 274/274
Average waiting ticks: 447.86
Longest waiting passenger: P149->11B(LEFT)
Longest waiting ticks: 959

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: LEFT:tiles16-20:occupied=5:anchor=P131:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 32
Regions dissolved: 1
Repeated reconstructions avoided: 32
Largest region lifetime: 33
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=33
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2259
Maximum occupied tiles: 14
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 13
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2028
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 42
Multiple-blocker events: 13
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 97
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5804
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7222
Total stationary ticks: 127794
Seat-event requests: 286
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 642
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 642
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:16
Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 6
Scenario seed: 7742126381252513624

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 67.15%
Aisle-assignment balance: 97.81%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 976
Passengers seated: 274/274
Average waiting ticks: 447.86
Longest waiting passenger: P149->11B(LEFT)
Longest waiting ticks: 959

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: LEFT:tiles16-20:occupied=5:anchor=P131:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 32
Regions dissolved: 1
Repeated reconstructions avoided: 32
Largest region lifetime: 33
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=33
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2259
Maximum occupied tiles: 14
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 13
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2028
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 42
Multiple-blocker events: 13
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 97
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5804
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7222
Total stationary ticks: 127794
Seat-event requests: 286
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 642
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 642
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 06 | standardDataset=274/274 (100.00%) | secondReplicatedRiskDispersionDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | secondReplicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | secondReplicatedRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:16
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 7
Scenario seed: 7812629052322237302

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 69.80%
Aisle-assignment balance: 93.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 929
Passengers seated: 245/245
Average waiting ticks: 398.22
Longest waiting passenger: P129->29C(LEFT)
Longest waiting ticks: 875

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 4
Last cluster decision: LEFT:tiles13-15:occupied=3:anchor=P13:selected=P74:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 33
Regions dissolved: 2
Repeated reconstructions avoided: 33
Largest region lifetime: 21
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=21
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1992
Maximum occupied tiles: 12
Seat events: 131
Single-blocker events: 39
Multiple-blocker events: 13
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 1826
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 37
Multiple-blocker events: 7
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 81
Reservations granted: 81
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4946
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6097
Total stationary ticks: 101759
Seat-event requests: 261
Failed seat-event starts: 16

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 578
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 16
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 578
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 259\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:16
Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 7
Scenario seed: 7812629052322237302

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 69.80%
Aisle-assignment balance: 93.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 929
Passengers seated: 245/245
Average waiting ticks: 398.24
Longest waiting passenger: P129->29C(LEFT)
Longest waiting ticks: 875

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 4
Last cluster decision: LEFT:tiles13-15:occupied=3:anchor=P13:selected=P74:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 33
Regions dissolved: 2
Repeated reconstructions avoided: 33
Largest region lifetime: 21
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=21
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1992
Maximum occupied tiles: 12
Seat events: 131
Single-blocker events: 39
Multiple-blocker events: 13
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 1826
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 37
Multiple-blocker events: 7
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 81
Reservations granted: 81
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4947
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6110
Total stationary ticks: 101764
Seat-event requests: 261
Failed seat-event starts: 16

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 587
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 16
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 587
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 259\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 07 | standardDataset=245/245 (100.00%) | secondReplicatedRiskDispersionDataset=245/245 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | secondReplicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | secondReplicatedRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:16
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 8
Scenario seed: 8571474473319374705

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1005
Passengers seated: 282/282
Average waiting ticks: 469.83
Longest waiting passenger: P97->18I(RIGHT)
Longest waiting ticks: 959

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 3
Executable cluster candidates: 3
Rejected cluster candidates: 0
Cluster selections: 3
Cluster-selected events started: 4
Largest detected cluster: 4
Selected release potential total: 7
Last cluster decision: RIGHT:tiles16-19:occupied=3:anchor=P38:selected=P122:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 26
Regions dissolved: 3
Repeated reconstructions avoided: 26
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=9
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2233
Maximum occupied tiles: 15
Seat events: 140
Single-blocker events: 37
Multiple-blocker events: 9
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2168
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 14
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 99
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5578
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7004
Total stationary ticks: 137204
Seat-event requests: 300
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 768
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 768
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 8\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:16
Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 8
Scenario seed: 8571474473319374705

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1005
Passengers seated: 282/282
Average waiting ticks: 469.83
Longest waiting passenger: P97->18I(RIGHT)
Longest waiting ticks: 959

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 3
Executable cluster candidates: 3
Rejected cluster candidates: 0
Cluster selections: 3
Cluster-selected events started: 4
Largest detected cluster: 4
Selected release potential total: 7
Last cluster decision: RIGHT:tiles16-19:occupied=3:anchor=P38:selected=P122:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 26
Regions dissolved: 3
Repeated reconstructions avoided: 26
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=9
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2233
Maximum occupied tiles: 15
Seat events: 140
Single-blocker events: 37
Multiple-blocker events: 9
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2168
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 14
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 99
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5578
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7004
Total stationary ticks: 137204
Seat-event requests: 300
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 768
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 768
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 8\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 08 | standardDataset=282/282 (100.00%) | secondReplicatedRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=3 | clusterStarts=4 | convertedToSuccess=false | secondReplicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | secondReplicatedRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:16
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 9
Scenario seed: -5079532308886993201

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 96.32%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1297
Passengers seated: 353/353
Average waiting ticks: 586.85
Longest waiting passenger: P11->7D(RIGHT)
Longest waiting ticks: 1233

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 5
Last cluster decision: LEFT:tiles27-30:occupied=3:anchor=P73:selected=P121:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 46
Regions dissolved: 3
Repeated reconstructions avoided: 46
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=9
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3024
Maximum occupied tiles: 13
Seat events: 170
Single-blocker events: 62
Multiple-blocker events: 22
Temporary aisle reoccupations: 112

RIGHT AISLE
-----------
Total moves: 3132
Maximum occupied tiles: 15
Seat events: 183
Single-blocker events: 51
Multiple-blocker events: 24
Temporary aisle reoccupations: 106

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 158
Reservations granted: 158
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7652
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9386
Total stationary ticks: 213688
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 838
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 838
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 379\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:16
Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 9
Scenario seed: -5079532308886993201

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 96.32%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1297
Passengers seated: 353/353
Average waiting ticks: 587.10
Longest waiting passenger: P11->7D(RIGHT)
Longest waiting ticks: 1233

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 5
Last cluster decision: LEFT:tiles27-30:occupied=3:anchor=P73:selected=P121:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 51
Regions dissolved: 3
Repeated reconstructions avoided: 51
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=14
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3024
Maximum occupied tiles: 12
Seat events: 170
Single-blocker events: 62
Multiple-blocker events: 22
Temporary aisle reoccupations: 112

RIGHT AISLE
-----------
Total moves: 3132
Maximum occupied tiles: 15
Seat events: 183
Single-blocker events: 51
Multiple-blocker events: 24
Temporary aisle reoccupations: 106

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 160
Reservations granted: 158
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7584
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9350
Total stationary ticks: 213704
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 860
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 860
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 381\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 33\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 09 | standardDataset=353/353 (100.00%) | secondReplicatedRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | secondReplicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | secondReplicatedRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:16
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 10
Scenario seed: -5958035683947804296

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 874
Passengers seated: 235/235
Average waiting ticks: 396.99
Longest waiting passenger: P145->27H(RIGHT)
Longest waiting ticks: 820

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1708
Maximum occupied tiles: 11
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1728
Maximum occupied tiles: 10
Seat events: 120
Single-blocker events: 34
Multiple-blocker events: 13
Temporary aisle reoccupations: 63

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 121
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4162
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5219
Total stationary ticks: 96696
Seat-event requests: 239
Failed seat-event starts: 4

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 4
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:16
Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 10
Scenario seed: -5958035683947804296

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 873
Passengers seated: 235/235
Average waiting ticks: 396.28
Longest waiting passenger: P145->27H(RIGHT)
Longest waiting ticks: 819

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1708
Maximum occupied tiles: 11
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1728
Maximum occupied tiles: 10
Seat events: 120
Single-blocker events: 34
Multiple-blocker events: 13
Temporary aisle reoccupations: 63

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 121
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4219
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5248
Total stationary ticks: 96582
Seat-event requests: 239
Failed seat-event starts: 4

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 517
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 4
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 517
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 247\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 10 | standardDataset=235/235 (100.00%) | secondReplicatedRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondReplicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | secondReplicatedRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:16
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 11
Scenario seed: -1147877779561771185

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.85%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 709
Passengers seated: 192/192
Average waiting ticks: 309.80
Longest waiting passenger: P7->27F(LEFT)
Longest waiting ticks: 650

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 16
Regions dissolved: 2
Repeated reconstructions avoided: 16
Largest region lifetime: 14
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1362
Maximum occupied tiles: 11
Seat events: 99
Single-blocker events: 30
Multiple-blocker events: 8
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1394
Maximum occupied tiles: 12
Seat events: 93
Single-blocker events: 26
Multiple-blocker events: 3
Temporary aisle reoccupations: 32

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 101
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3726
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4717
Total stationary ticks: 62697
Seat-event requests: 199
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 486
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 486
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 199\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:16
Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 11
Scenario seed: -1147877779561771185

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.85%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 709
Passengers seated: 192/192
Average waiting ticks: 309.80
Longest waiting passenger: P7->27F(LEFT)
Longest waiting ticks: 650

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 16
Regions dissolved: 2
Repeated reconstructions avoided: 16
Largest region lifetime: 14
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1362
Maximum occupied tiles: 11
Seat events: 99
Single-blocker events: 30
Multiple-blocker events: 8
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1394
Maximum occupied tiles: 12
Seat events: 93
Single-blocker events: 26
Multiple-blocker events: 3
Temporary aisle reoccupations: 32

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 101
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3726
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4717
Total stationary ticks: 62697
Seat-event requests: 199
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 486
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 486
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 199\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 11 | standardDataset=192/192 (100.00%) | secondReplicatedRiskDispersionDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondReplicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | secondReplicatedRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:16
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 12
Scenario seed: -1419555593767643522

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.88%
Blocker-prone seat share (topology component): 74.02%
Aisle-assignment balance: 99.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 721
Passengers seated: 204/204
Average waiting ticks: 326.59
Longest waiting passenger: P101->2C(LEFT)
Longest waiting ticks: 684

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles24-26:occupied=3:anchor=P133:selected=P94:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1503
Maximum occupied tiles: 12
Seat events: 103
Single-blocker events: 22
Multiple-blocker events: 9
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1416
Maximum occupied tiles: 10
Seat events: 101
Single-blocker events: 17
Multiple-blocker events: 10
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 110
Reservations granted: 110
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3837
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4685
Total stationary ticks: 69817
Seat-event requests: 214
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 438
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 438
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 213\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:16
Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 12
Scenario seed: -1419555593767643522

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.88%
Blocker-prone seat share (topology component): 74.02%
Aisle-assignment balance: 99.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 721
Passengers seated: 204/204
Average waiting ticks: 326.65
Longest waiting passenger: P101->2C(LEFT)
Longest waiting ticks: 684

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles24-26:occupied=3:anchor=P133:selected=P94:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1503
Maximum occupied tiles: 12
Seat events: 103
Single-blocker events: 22
Multiple-blocker events: 9
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1416
Maximum occupied tiles: 10
Seat events: 101
Single-blocker events: 17
Multiple-blocker events: 10
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 110
Reservations granted: 110
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3827
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4670
Total stationary ticks: 69812
Seat-event requests: 214
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 440
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 440
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 213\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 12 | standardDataset=204/204 (100.00%) | secondReplicatedRiskDispersionDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | secondReplicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | secondReplicatedRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:16
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 13
Scenario seed: -7851773457640452136

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 66.06%
Aisle-assignment balance: 95.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1010
Passengers seated: 274/274
Average waiting ticks: 449.14
Longest waiting passenger: P104->19D(RIGHT)
Longest waiting ticks: 949

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1978
Maximum occupied tiles: 14
Seat events: 131
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 2277
Maximum occupied tiles: 13
Seat events: 143
Single-blocker events: 29
Multiple-blocker events: 19
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 93
Reservations granted: 93
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5688
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7086
Total stationary ticks: 127972
Seat-event requests: 283
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 716
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 716
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 283\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:16
Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 13
Scenario seed: -7851773457640452136

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 66.06%
Aisle-assignment balance: 95.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1010
Passengers seated: 274/274
Average waiting ticks: 449.14
Longest waiting passenger: P104->19D(RIGHT)
Longest waiting ticks: 949

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1978
Maximum occupied tiles: 14
Seat events: 131
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 2277
Maximum occupied tiles: 13
Seat events: 143
Single-blocker events: 29
Multiple-blocker events: 19
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 93
Reservations granted: 93
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5688
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7086
Total stationary ticks: 127972
Seat-event requests: 283
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 716
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 716
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 283\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 13 | standardDataset=274/274 (100.00%) | secondReplicatedRiskDispersionDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondReplicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | secondReplicatedRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:16
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 14
Scenario seed: -2266351266638417809

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.10%
Blocker-prone seat share (topology component): 57.84%
Aisle-assignment balance: 95.42%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1130
Passengers seated: 306/306
Average waiting ticks: 500.87
Longest waiting passenger: P81->12D(LEFT)
Longest waiting ticks: 1059

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 7
Selected release potential total: 10
Last cluster decision: RIGHT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 59
Regions dissolved: 4
Repeated reconstructions avoided: 59
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=8
Confirmation deferral ticks: 6
Regions reaching confirmation: 2
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2638
Maximum occupied tiles: 12
Seat events: 160
Single-blocker events: 50
Multiple-blocker events: 25
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2661
Maximum occupied tiles: 14
Seat events: 146
Single-blocker events: 42
Multiple-blocker events: 16
Temporary aisle reoccupations: 77

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 137
Reservations granted: 135
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6785
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8504
Total stationary ticks: 159242
Seat-event requests: 329
Failed seat-event starts: 23

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 770
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 23
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 770
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 329\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 25\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:16
Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 14
Scenario seed: -2266351266638417809

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.10%
Blocker-prone seat share (topology component): 57.84%
Aisle-assignment balance: 95.42%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1130
Passengers seated: 306/306
Average waiting ticks: 500.86
Longest waiting passenger: P81->12D(LEFT)
Longest waiting ticks: 1059

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 7
Selected release potential total: 10
Last cluster decision: RIGHT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 59
Regions dissolved: 4
Repeated reconstructions avoided: 59
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=8
Confirmation deferral ticks: 6
Regions reaching confirmation: 2
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2638
Maximum occupied tiles: 12
Seat events: 160
Single-blocker events: 50
Multiple-blocker events: 25
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2661
Maximum occupied tiles: 14
Seat events: 146
Single-blocker events: 42
Multiple-blocker events: 16
Temporary aisle reoccupations: 77

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 137
Reservations granted: 135
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6790
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8497
Total stationary ticks: 159240
Seat-event requests: 329
Failed seat-event starts: 23

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 765
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 23
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 765
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 329\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 25\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 14 | standardDataset=306/306 (100.00%) | secondReplicatedRiskDispersionDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | secondReplicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | secondReplicatedRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:16
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 15
Scenario seed: -2981123562452203872

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 74.54%
Aisle-assignment balance: 91.67%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 827
Passengers seated: 216/216
Average waiting ticks: 352.35
Longest waiting passenger: P41->23D(LEFT)
Longest waiting ticks: 777

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1633
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 31
Multiple-blocker events: 12
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1499
Maximum occupied tiles: 12
Seat events: 99
Single-blocker events: 22
Multiple-blocker events: 5
Temporary aisle reoccupations: 35

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 118
Reservations granted: 110
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4072
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5134
Total stationary ticks: 79643
Seat-event requests: 220
Failed seat-event starts: 4

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 467
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 4
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 467
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 229\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:16
Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 15
Scenario seed: -2981123562452203872

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 74.54%
Aisle-assignment balance: 91.67%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 827
Passengers seated: 216/216
Average waiting ticks: 352.35
Longest waiting passenger: P41->23D(LEFT)
Longest waiting ticks: 777

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1633
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 31
Multiple-blocker events: 12
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1499
Maximum occupied tiles: 12
Seat events: 99
Single-blocker events: 22
Multiple-blocker events: 5
Temporary aisle reoccupations: 35

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 118
Reservations granted: 110
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4072
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5134
Total stationary ticks: 79643
Seat-event requests: 220
Failed seat-event starts: 4

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 467
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 4
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 467
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 229\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 15 | standardDataset=216/216 (100.00%) | secondReplicatedRiskDispersionDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondReplicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | secondReplicatedRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:16
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 16
Scenario seed: 7615657183330099130

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 26.47%
Blocker-prone seat share (topology component): 61.76%
Aisle-assignment balance: 98.69%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1120
Passengers seated: 306/306
Average waiting ticks: 522.28
Longest waiting passenger: P249->15B(LEFT)
Longest waiting ticks: 1061

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2760
Maximum occupied tiles: 11
Seat events: 155
Single-blocker events: 40
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2552
Maximum occupied tiles: 11
Seat events: 151
Single-blocker events: 34
Multiple-blocker events: 19
Temporary aisle reoccupations: 74

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 131
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6164
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7555
Total stationary ticks: 164974
Seat-event requests: 326
Failed seat-event starts: 20

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 732
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 20
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 732
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 325\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:16
Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 16
Scenario seed: 7615657183330099130

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 26.47%
Blocker-prone seat share (topology component): 61.76%
Aisle-assignment balance: 98.69%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1120
Passengers seated: 306/306
Average waiting ticks: 522.28
Longest waiting passenger: P249->15B(LEFT)
Longest waiting ticks: 1061

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2760
Maximum occupied tiles: 11
Seat events: 155
Single-blocker events: 40
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2552
Maximum occupied tiles: 11
Seat events: 151
Single-blocker events: 34
Multiple-blocker events: 19
Temporary aisle reoccupations: 74

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 131
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6164
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7555
Total stationary ticks: 164974
Seat-event requests: 326
Failed seat-event starts: 20

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 732
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 20
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 732
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 325\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 16 | standardDataset=306/306 (100.00%) | secondReplicatedRiskDispersionDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | secondReplicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | secondReplicatedRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:16
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 17
Scenario seed: -589593398444675577

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.76%
Blocker-prone seat share (topology component): 60.46%
Aisle-assignment balance: 98.69%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1092
Passengers seated: 306/306
Average waiting ticks: 503.19
Longest waiting passenger: P130->12G(LEFT)
Longest waiting ticks: 1030

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2855
Maximum occupied tiles: 14
Seat events: 155
Single-blocker events: 36
Multiple-blocker events: 15
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2452
Maximum occupied tiles: 12
Seat events: 151
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 69

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 138
Reservations granted: 138
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6426
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7736
Total stationary ticks: 159435
Seat-event requests: 323
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 665
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 665
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 323\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:16
Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 17
Scenario seed: -589593398444675577

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.76%
Blocker-prone seat share (topology component): 60.46%
Aisle-assignment balance: 98.69%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1092
Passengers seated: 306/306
Average waiting ticks: 503.19
Longest waiting passenger: P130->12G(LEFT)
Longest waiting ticks: 1030

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2855
Maximum occupied tiles: 14
Seat events: 155
Single-blocker events: 36
Multiple-blocker events: 15
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2452
Maximum occupied tiles: 12
Seat events: 151
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 69

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 138
Reservations granted: 138
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6426
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7736
Total stationary ticks: 159435
Seat-event requests: 323
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 665
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 665
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 323\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 17 | standardDataset=306/306 (100.00%) | secondReplicatedRiskDispersionDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondReplicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | secondReplicatedRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:16
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 18
Scenario seed: 9189613142654246273

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.08%
Blocker-prone seat share (topology component): 59.72%
Aisle-assignment balance: 92.36%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2607
Passengers seated: 264/288
Average waiting ticks: 486.74
Longest waiting passenger: P20->29E(RIGHT)
Longest waiting ticks: 2565

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 27
Cluster candidates evaluated: 26
Executable cluster candidates: 1
Rejected cluster candidates: 25
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 24
Selected release potential total: 2
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 2122
Regions dissolved: 1
Repeated reconstructions avoided: 2122
Largest region lifetime: 2110
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2110:occupied=24
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1867
State changes reopening evaluation: 26
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2733
Maximum occupied tiles: 12
Seat events: 155
Single-blocker events: 44
Multiple-blocker events: 11
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2201
Maximum occupied tiles: 29
Seat events: 109
Single-blocker events: 34
Multiple-blocker events: 6
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2019
Reservations granted: 2019
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 22
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 42103
Longest unresolved passenger ID: 97
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 19
Longest dependency chain: P134(15J/RIGHT) -> P139(27G/RIGHT) -> P119(29H/RIGHT) -> P195(16I/RIGHT) -> P244(16D/RIGHT) -> P116(25J/RIGHT) -> P91(25I/RIGHT) -> P49(24G/RIGHT) -> P120(21H/RIGHT) -> P53(33F/RIGHT) -> P275(29I/RIGHT) -> P72(25E/RIGHT) -> P92(27I/RIGHT) -> P83(31J/RIGHT) -> P40(33H/RIGHT) -> P255(29D/RIGHT) -> P284(30H/RIGHT) -> P82(32I/RIGHT) -> P20(29E/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 134
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 22
Total blocked ticks: 52556
Total stationary ticks: 186649
Seat-event requests: 2182
Failed seat-event starts: 1918

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 20
Critical blocker identity: P20->29E(RIGHT)
Direct fan-out: 1
Total indirect descendants: 18
Critical tree size including blocker: 19
Critical tree depth: 19
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 24
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P20(29E/RIGHT/WAITING_FOR_SEAT_EVENT)
  P82(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P284(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P255(29D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P40(33H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P83(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P92(27I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P72(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P275(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P53(33F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P120(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P49(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P91(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P116(25J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P244(16D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P195(16I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P119(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P139(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P134(15J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1859
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 145
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1859
Rear-boundary failures: 59
Middle-bank reservation failures: 0
Active-event deferrals: 861
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 5
Yield-occupant trace: yieldOccupant[145]: P145(33I/RIGHT/MOVING_IN_AISLE@tile31) -> P283(33J/RIGHT/MOVING_IN_AISLE@tile32) -> P202(35I/RIGHT/MOVING_IN_AISLE@tile33) -> P97(36J/RIGHT/MOVING_IN_AISLE@tile34) -> P99(35D/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P99->35D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P145{seat=33I,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=31,directBlocker=283,lastMoveTick=592,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: 145
Final row-event chain: 20|145|283|202|97|99
Final row-event chain length: 6
Distinct row events in chain: 6
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2181\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 1861\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:16
Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 18
Scenario seed: 9189613142654246273

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.08%
Blocker-prone seat share (topology component): 59.72%
Aisle-assignment balance: 92.36%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1105
Passengers seated: 288/288
Average waiting ticks: 480.43
Longest waiting passenger: P61->22G(LEFT)
Longest waiting ticks: 1058

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 4
Last cluster decision: RIGHT:tiles8-10:occupied=3:anchor=P27:selected=P155:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 21
Regions dissolved: 2
Repeated reconstructions avoided: 21
Largest region lifetime: 14
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=9
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2733
Maximum occupied tiles: 12
Seat events: 155
Single-blocker events: 43
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2324
Maximum occupied tiles: 12
Seat events: 133
Single-blocker events: 40
Multiple-blocker events: 13
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 126
Reservations granted: 126
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6204
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7545
Total stationary ticks: 143677
Seat-event requests: 305
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 669
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 669
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 18 | standardDataset=264/288 (91.67%) | secondReplicatedRiskDispersionDataset=288/288 (100.00%) | seatedDelta=+24 | completionDelta=+8.33% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=true | secondReplicatedRiskDispersionWorse=false | standardFamily=MOVING_PASSENGER_YIELD_CHAIN | secondReplicatedRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:16
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 19
Scenario seed: -37205220229494259

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 60.23%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2708
Passengers seated: 335/342
Average waiting ticks: 565.21
Longest waiting passenger: P76->35F(LEFT)
Longest waiting ticks: 2668

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 5
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 7
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1653
Regions dissolved: 1
Repeated reconstructions avoided: 1653
Largest region lifetime: 1632
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1632:occupied=7
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1538
State changes reopening evaluation: 4
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2958
Maximum occupied tiles: 16
Seat events: 170
Single-blocker events: 36
Multiple-blocker events: 20
Temporary aisle reoccupations: 79

RIGHT AISLE
-----------
Total moves: 2954
Maximum occupied tiles: 14
Seat events: 165
Single-blocker events: 38
Multiple-blocker events: 22
Temporary aisle reoccupations: 84

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1697
Reservations granted: 1695
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 6
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 10232
Longest unresolved passenger ID: 106
Longest unresolved row: 35
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 7
Longest dependency chain: P207(34C/LEFT) -> P200(36E/LEFT) -> P162(32B/LEFT) -> P18(33D/LEFT) -> P161(34B/LEFT) -> P106(35A/LEFT) -> P76(35F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 207
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20384
Total stationary ticks: 209293
Seat-event requests: 1907
Failed seat-event starts: 1572

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 76
Critical blocker identity: P76->35F(LEFT)
Direct fan-out: 1
Total indirect descendants: 6
Critical tree size including blocker: 7
Critical tree depth: 7
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 7
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P76(35F/LEFT/WAITING_FOR_SEAT_EVENT)
  P106(35A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P161(34B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P18(33D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P162(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P200(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P207(34C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1555
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 36|37
Critical blocker unavailable yield tiles: 37
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 17
Rear-boundary failures: 1555
Middle-bank reservation failures: 2
Active-event deferrals: 979
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 36|37
Current unavailable yield tiles: 37
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1909\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:16
Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 19
Scenario seed: -37205220229494259

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 60.23%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1243
Passengers seated: 342/342
Average waiting ticks: 561.56
Longest waiting passenger: P82->20G(LEFT)
Longest waiting ticks: 1191

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 7
Executable cluster candidates: 1
Rejected cluster candidates: 6
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: LEFT:tiles24-28:occupied=4:anchor=P75:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 63
Regions dissolved: 2
Repeated reconstructions avoided: 63
Largest region lifetime: 42
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=42
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2973
Maximum occupied tiles: 15
Seat events: 177
Single-blocker events: 38
Multiple-blocker events: 22
Temporary aisle reoccupations: 85

RIGHT AISLE
-----------
Total moves: 2954
Maximum occupied tiles: 14
Seat events: 165
Single-blocker events: 38
Multiple-blocker events: 22
Temporary aisle reoccupations: 84

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 148
Reservations granted: 146
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7515
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9579
Total stationary ticks: 198688
Seat-event requests: 364
Failed seat-event starts: 22

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 1017
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 22
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 1017
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 365\nPrecedence substitutions made: 4\nDependency chains followed: 9\nBlocked by waiting-row occupant: 12\nSubstituted events started: 5\nOccupied-space rejections: 61\nMaximum scheduling-chain depth: 3\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 19 | standardDataset=335/342 (97.95%) | secondReplicatedRiskDispersionDataset=342/342 (100.00%) | seatedDelta=+7 | completionDelta=+2.05% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=true | secondReplicatedRiskDispersionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | secondReplicatedRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:16
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 20
Scenario seed: -955376728611839717

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.75%
Blocker-prone seat share (topology component): 66.06%
Aisle-assignment balance: 91.24%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1040
Passengers seated: 274/274
Average waiting ticks: 451.03
Longest waiting passenger: P132->12A(LEFT)
Longest waiting ticks: 994

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles17-19:occupied=3:anchor=P120:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 66
Regions dissolved: 2
Repeated reconstructions avoided: 66
Largest region lifetime: 57
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2300
Maximum occupied tiles: 14
Seat events: 149
Single-blocker events: 40
Multiple-blocker events: 14
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1973
Maximum occupied tiles: 13
Seat events: 125
Single-blocker events: 41
Multiple-blocker events: 13
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 93
Reservations granted: 90
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5614
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7412
Total stationary ticks: 128629
Seat-event requests: 292
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 823
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 823
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:16
Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 20
Scenario seed: -955376728611839717

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.75%
Blocker-prone seat share (topology component): 66.06%
Aisle-assignment balance: 91.24%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1040
Passengers seated: 274/274
Average waiting ticks: 451.01
Longest waiting passenger: P132->12A(LEFT)
Longest waiting ticks: 994

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles17-19:occupied=3:anchor=P120:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 66
Regions dissolved: 2
Repeated reconstructions avoided: 66
Largest region lifetime: 57
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2300
Maximum occupied tiles: 14
Seat events: 149
Single-blocker events: 40
Multiple-blocker events: 14
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1973
Maximum occupied tiles: 13
Seat events: 125
Single-blocker events: 41
Multiple-blocker events: 13
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 93
Reservations granted: 90
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5629
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7420
Total stationary ticks: 128632
Seat-event requests: 292
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 823
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 823
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 20 | standardDataset=274/274 (100.00%) | secondReplicatedRiskDispersionDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | secondReplicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | secondReplicatedRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:16
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 21
Scenario seed: -6035631021244819435

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.02%
Blocker-prone seat share (topology component): 66.94%
Aisle-assignment balance: 99.59%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 866
Passengers seated: 245/245
Average waiting ticks: 396.93
Longest waiting passenger: P204->12E(LEFT)
Longest waiting ticks: 815

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1863
Maximum occupied tiles: 12
Seat events: 123
Single-blocker events: 31
Multiple-blocker events: 13
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1926
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 26
Multiple-blocker events: 9
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 80
Reservations granted: 79
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4777
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5881
Total stationary ticks: 101293
Seat-event requests: 252
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 253\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:16
Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 21
Scenario seed: -6035631021244819435

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.02%
Blocker-prone seat share (topology component): 66.94%
Aisle-assignment balance: 99.59%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 866
Passengers seated: 245/245
Average waiting ticks: 396.93
Longest waiting passenger: P204->12E(LEFT)
Longest waiting ticks: 815

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1863
Maximum occupied tiles: 12
Seat events: 123
Single-blocker events: 31
Multiple-blocker events: 13
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1926
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 26
Multiple-blocker events: 9
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 80
Reservations granted: 79
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4777
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5881
Total stationary ticks: 101293
Seat-event requests: 252
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 253\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 21 | standardDataset=245/245 (100.00%) | secondReplicatedRiskDispersionDataset=245/245 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondReplicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | secondReplicatedRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:17
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 22
Scenario seed: -3213233570023646740

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.47%
Blocker-prone seat share (topology component): 59.88%
Aisle-assignment balance: 96.91%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1188
Passengers seated: 324/324
Average waiting ticks: 537.88
Longest waiting passenger: P21->10F(RIGHT)
Longest waiting ticks: 1122

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 26
Regions dissolved: 2
Repeated reconstructions avoided: 26
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2697
Maximum occupied tiles: 12
Seat events: 157
Single-blocker events: 51
Multiple-blocker events: 16
Temporary aisle reoccupations: 84

RIGHT AISLE
-----------
Total moves: 2911
Maximum occupied tiles: 13
Seat events: 167
Single-blocker events: 44
Multiple-blocker events: 19
Temporary aisle reoccupations: 88

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 141
Reservations granted: 141
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6673
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8320
Total stationary ticks: 180004
Seat-event requests: 337
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 803
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 803
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 336\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:17
Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 22
Scenario seed: -3213233570023646740

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.47%
Blocker-prone seat share (topology component): 59.88%
Aisle-assignment balance: 96.91%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1188
Passengers seated: 324/324
Average waiting ticks: 537.88
Longest waiting passenger: P21->10F(RIGHT)
Longest waiting ticks: 1122

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 26
Regions dissolved: 2
Repeated reconstructions avoided: 26
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2697
Maximum occupied tiles: 12
Seat events: 157
Single-blocker events: 51
Multiple-blocker events: 16
Temporary aisle reoccupations: 84

RIGHT AISLE
-----------
Total moves: 2911
Maximum occupied tiles: 13
Seat events: 167
Single-blocker events: 44
Multiple-blocker events: 19
Temporary aisle reoccupations: 88

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 141
Reservations granted: 141
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6673
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8320
Total stationary ticks: 180004
Seat-event requests: 337
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 803
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 803
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 336\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 22 | standardDataset=324/324 (100.00%) | secondReplicatedRiskDispersionDataset=324/324 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | secondReplicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | secondReplicatedRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:17
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 23
Scenario seed: -2743758625516220443

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.40%
Blocker-prone seat share (topology component): 59.26%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1157
Passengers seated: 324/324
Average waiting ticks: 536.26
Longest waiting passenger: P24->19B(LEFT)
Longest waiting ticks: 1089

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 44
Regions dissolved: 3
Repeated reconstructions avoided: 44
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2827
Maximum occupied tiles: 14
Seat events: 162
Single-blocker events: 45
Multiple-blocker events: 24
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2812
Maximum occupied tiles: 13
Seat events: 162
Single-blocker events: 45
Multiple-blocker events: 20
Temporary aisle reoccupations: 89

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 135
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7014
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8489
Total stationary ticks: 179693
Seat-event requests: 351
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 722
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 722
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 350\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 33\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:17
Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 23
Scenario seed: -2743758625516220443

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.40%
Blocker-prone seat share (topology component): 59.26%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1159
Passengers seated: 324/324
Average waiting ticks: 535.65
Longest waiting passenger: P24->19B(LEFT)
Longest waiting ticks: 1088

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 44
Regions dissolved: 3
Repeated reconstructions avoided: 44
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2827
Maximum occupied tiles: 14
Seat events: 162
Single-blocker events: 45
Multiple-blocker events: 24
Temporary aisle reoccupations: 98

RIGHT AISLE
-----------
Total moves: 2812
Maximum occupied tiles: 13
Seat events: 162
Single-blocker events: 45
Multiple-blocker events: 20
Temporary aisle reoccupations: 88

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 136
Reservations granted: 135
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7043
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8489
Total stationary ticks: 179516
Seat-event requests: 351
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 706
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 706
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 351\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 33\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 23 | standardDataset=324/324 (100.00%) | secondReplicatedRiskDispersionDataset=324/324 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | secondReplicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | secondReplicatedRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:17
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 24
Scenario seed: 3130129287815217888

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1289
Passengers seated: 353/353
Average waiting ticks: 583.67
Longest waiting passenger: P108->36B(LEFT)
Longest waiting ticks: 1201

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 48
Regions dissolved: 3
Repeated reconstructions avoided: 48
Largest region lifetime: 25
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3174
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 53
Multiple-blocker events: 21
Temporary aisle reoccupations: 100

RIGHT AISLE
-----------
Total moves: 2988
Maximum occupied tiles: 13
Seat events: 172
Single-blocker events: 37
Multiple-blocker events: 34
Temporary aisle reoccupations: 110

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 157
Reservations granted: 157
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7510
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9163
Total stationary ticks: 212394
Seat-event requests: 374
Failed seat-event starts: 21

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 821
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 21
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 821
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:17
Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 24
Scenario seed: 3130129287815217888

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1289
Passengers seated: 353/353
Average waiting ticks: 583.70
Longest waiting passenger: P108->36B(LEFT)
Longest waiting ticks: 1201

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 48
Regions dissolved: 3
Repeated reconstructions avoided: 48
Largest region lifetime: 25
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3174
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 53
Multiple-blocker events: 21
Temporary aisle reoccupations: 100

RIGHT AISLE
-----------
Total moves: 2988
Maximum occupied tiles: 13
Seat events: 172
Single-blocker events: 37
Multiple-blocker events: 34
Temporary aisle reoccupations: 110

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 157
Reservations granted: 157
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7500
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9121
Total stationary ticks: 212382
Seat-event requests: 374
Failed seat-event starts: 21

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 805
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 21
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 805
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 24 | standardDataset=353/353 (100.00%) | secondReplicatedRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondReplicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | secondReplicatedRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:17
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 25
Scenario seed: -6740794082893594637

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 854
Passengers seated: 235/235
Average waiting ticks: 382.86
Longest waiting passenger: P51->4F(LEFT)
Longest waiting ticks: 808

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1751
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 28
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1669
Maximum occupied tiles: 12
Seat events: 113
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 132
Reservations granted: 126
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4458
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5437
Total stationary ticks: 93682
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 470
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 470
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:17
Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 25
Scenario seed: -6740794082893594637

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 854
Passengers seated: 235/235
Average waiting ticks: 382.87
Longest waiting passenger: P51->4F(LEFT)
Longest waiting ticks: 808

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1751
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 28
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1669
Maximum occupied tiles: 12
Seat events: 113
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 132
Reservations granted: 126
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4463
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5437
Total stationary ticks: 93682
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 472
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 472
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 25 | standardDataset=235/235 (100.00%) | secondReplicatedRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondReplicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | secondReplicatedRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:17
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 26
Scenario seed: -882378937089344748

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.84%
Blocker-prone seat share (topology component): 73.53%
Aisle-assignment balance: 99.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 730
Passengers seated: 204/204
Average waiting ticks: 327.84
Longest waiting passenger: P45->18A(LEFT)
Longest waiting ticks: 675

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1529
Maximum occupied tiles: 10
Seat events: 103
Single-blocker events: 27
Multiple-blocker events: 7
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1475
Maximum occupied tiles: 16
Seat events: 101
Single-blocker events: 25
Multiple-blocker events: 9
Temporary aisle reoccupations: 45

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 113
Reservations granted: 106
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3986
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4962
Total stationary ticks: 70318
Seat-event requests: 208
Failed seat-event starts: 4

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 449
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 4
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 449
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 216\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:17
Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 26
Scenario seed: -882378937089344748

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.84%
Blocker-prone seat share (topology component): 73.53%
Aisle-assignment balance: 99.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 730
Passengers seated: 204/204
Average waiting ticks: 327.84
Longest waiting passenger: P45->18A(LEFT)
Longest waiting ticks: 675

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1529
Maximum occupied tiles: 10
Seat events: 103
Single-blocker events: 27
Multiple-blocker events: 7
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1475
Maximum occupied tiles: 16
Seat events: 101
Single-blocker events: 25
Multiple-blocker events: 9
Temporary aisle reoccupations: 45

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 114
Reservations granted: 107
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3991
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4968
Total stationary ticks: 70319
Seat-event requests: 208
Failed seat-event starts: 4

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 452
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 4
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 452
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 216\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 26 | standardDataset=204/204 (100.00%) | secondReplicatedRiskDispersionDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondReplicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | secondReplicatedRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:17
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 27
Scenario seed: 7766858796246213770

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.47%
Blocker-prone seat share (topology component): 68.57%
Aisle-assignment balance: 99.59%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 868
Passengers seated: 245/245
Average waiting ticks: 395.66
Longest waiting passenger: P34->20A(LEFT)
Longest waiting ticks: 806

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 24
Regions dissolved: 1
Repeated reconstructions avoided: 24
Largest region lifetime: 25
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=25
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1986
Maximum occupied tiles: 12
Seat events: 123
Single-blocker events: 34
Multiple-blocker events: 8
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1793
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 34
Multiple-blocker events: 9
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 87
Reservations granted: 86
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4998
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6303
Total stationary ticks: 101346
Seat-event requests: 254
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 599
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 599
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 255\nPrecedence substitutions made: 2\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:17
Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 27
Scenario seed: 7766858796246213770

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.47%
Blocker-prone seat share (topology component): 68.57%
Aisle-assignment balance: 99.59%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 868
Passengers seated: 245/245
Average waiting ticks: 395.67
Longest waiting passenger: P34->20A(LEFT)
Longest waiting ticks: 806

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 24
Regions dissolved: 1
Repeated reconstructions avoided: 24
Largest region lifetime: 25
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=25
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1986
Maximum occupied tiles: 12
Seat events: 123
Single-blocker events: 34
Multiple-blocker events: 8
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1793
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 34
Multiple-blocker events: 9
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 87
Reservations granted: 86
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4998
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6297
Total stationary ticks: 101345
Seat-event requests: 254
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 595
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 595
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 255\nPrecedence substitutions made: 2\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 27 | standardDataset=245/245 (100.00%) | secondReplicatedRiskDispersionDataset=245/245 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondReplicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | secondReplicatedRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:17
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 28
Scenario seed: 5931249600171122533

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 96.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1054
Passengers seated: 282/282
Average waiting ticks: 475.55
Longest waiting passenger: P248->32G(RIGHT)
Longest waiting ticks: 977

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2179
Maximum occupied tiles: 12
Seat events: 136
Single-blocker events: 38
Multiple-blocker events: 12
Temporary aisle reoccupations: 62

RIGHT AISLE
-----------
Total moves: 2190
Maximum occupied tiles: 12
Seat events: 146
Single-blocker events: 47
Multiple-blocker events: 15
Temporary aisle reoccupations: 77

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5105
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6264
Total stationary ticks: 138229
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 627
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 627
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:17
Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 28
Scenario seed: 5931249600171122533

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 96.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1054
Passengers seated: 282/282
Average waiting ticks: 475.55
Longest waiting passenger: P248->32G(RIGHT)
Longest waiting ticks: 977

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2179
Maximum occupied tiles: 12
Seat events: 136
Single-blocker events: 38
Multiple-blocker events: 12
Temporary aisle reoccupations: 62

RIGHT AISLE
-----------
Total moves: 2190
Maximum occupied tiles: 12
Seat events: 146
Single-blocker events: 47
Multiple-blocker events: 15
Temporary aisle reoccupations: 77

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5105
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6264
Total stationary ticks: 138229
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 627
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 627
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 28 | standardDataset=282/282 (100.00%) | secondReplicatedRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondReplicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | secondReplicatedRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:17
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 29
Scenario seed: -4209372168559577011

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.47%
Blocker-prone seat share (topology component): 59.26%
Aisle-assignment balance: 96.91%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2610
Passengers seated: 281/324
Average waiting ticks: 621.69
Longest waiting passenger: P1->1B(LEFT)
Longest waiting ticks: 2610

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 20
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 24
Selected release potential total: 3
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 1802
Regions dissolved: 3
Repeated reconstructions avoided: 1802
Largest region lifetime: 1772
Maximum simultaneous active regions: 3
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1772:occupied=24
Confirmation deferral ticks: 6
Regions reaching confirmation: 2
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1712
State changes reopening evaluation: 19
Region priority competitions: 4
Regions ranked: 8
Hierarchical selections: 4
Lower-priority evaluations deferred: 2
Highest selected priority score: 26510
Left/right priority wins: 4/0
Priority ties: 0
Last priority decision: LEFT:R1:score=26510 | RIGHT:R4:score=2216 | selected=LEFT

LEFT AISLE
----------
Total moves: 2367
Maximum occupied tiles: 27
Seat events: 124
Single-blocker events: 27
Multiple-blocker events: 12
Temporary aisle reoccupations: 53

RIGHT AISLE
-----------
Total moves: 2686
Maximum occupied tiles: 13
Seat events: 157
Single-blocker events: 38
Multiple-blocker events: 20
Temporary aisle reoccupations: 80

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1863
Reservations granted: 1859
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 16
Remaining moving in aisle: 24
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 42142
Longest unresolved passenger ID: 1
Longest unresolved row: 1
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 24
Longest dependency chain: P125(33F/LEFT) -> P188(12D/LEFT) -> P105(31B/LEFT) -> P98(18B/LEFT) -> P23(26A/LEFT) -> P76(35F/LEFT) -> P194(30C/LEFT) -> P272(22D/LEFT) -> P180(35D/LEFT) -> P185(32F/LEFT) -> P163(15B/LEFT) -> P219(34G/LEFT) -> P238(15C/LEFT) -> P46(20A/LEFT) -> P55(33E/LEFT) -> P295(22C/LEFT) -> P141(26C/LEFT) -> P136(32D/LEFT) -> P322(32A/LEFT) -> P118(28C/LEFT) -> P302(26B/LEFT) -> P129(32C/LEFT) -> P195(33B/LEFT) -> P228(24G/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 125
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 24
Total blocked ticks: 54604
Total stationary ticks: 248328
Seat-event requests: 2041
Failed seat-event starts: 1760

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 228
Critical blocker identity: P228->24G(LEFT)
Direct fan-out: 1
Total indirect descendants: 23
Critical tree size including blocker: 24
Critical tree depth: 24
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 27
Unresolved outside passengers: 16
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P228(24G/LEFT/WAITING_FOR_SEAT_EVENT)
  P195(33B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P129(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P302(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P118(28C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P322(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P136(32D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P141(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P295(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P55(33E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P46(20A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P238(15C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P219(34G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P163(15B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P185(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P180(35D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P272(22D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P194(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P76(35F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P23(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P98(18B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P105(31B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P188(12D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P125(33F/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1760
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 25|26|27
Critical blocker unavailable yield tiles: 27
Critical blocker yield-tile occupants: 248
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1760
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 872
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[248]: P248(29D/LEFT/MOVING_IN_AISLE@tile27) -> P317(28D/LEFT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P317->28D(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P248{seat=29D,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=317,lastMoveTick=819,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 25|26|27
Current unavailable yield tiles: 27
Current yield-tile occupants: 248
Final row-event chain: 228|248|317
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2044\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1763\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:17
Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 29
Scenario seed: -4209372168559577011

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.47%
Blocker-prone seat share (topology component): 59.26%
Aisle-assignment balance: 96.91%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2610
Passengers seated: 281/324
Average waiting ticks: 621.61
Longest waiting passenger: P1->1B(LEFT)
Longest waiting ticks: 2610

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 20
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 24
Selected release potential total: 3
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 1802
Regions dissolved: 3
Repeated reconstructions avoided: 1802
Largest region lifetime: 1772
Maximum simultaneous active regions: 3
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1772:occupied=24
Confirmation deferral ticks: 6
Regions reaching confirmation: 2
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1712
State changes reopening evaluation: 19
Region priority competitions: 4
Regions ranked: 8
Hierarchical selections: 4
Lower-priority evaluations deferred: 2
Highest selected priority score: 26510
Left/right priority wins: 4/0
Priority ties: 0
Last priority decision: LEFT:R1:score=26510 | RIGHT:R4:score=2216 | selected=LEFT

LEFT AISLE
----------
Total moves: 2367
Maximum occupied tiles: 27
Seat events: 124
Single-blocker events: 27
Multiple-blocker events: 12
Temporary aisle reoccupations: 53

RIGHT AISLE
-----------
Total moves: 2686
Maximum occupied tiles: 13
Seat events: 157
Single-blocker events: 38
Multiple-blocker events: 20
Temporary aisle reoccupations: 80

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1863
Reservations granted: 1859
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 16
Remaining moving in aisle: 24
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 42133
Longest unresolved passenger ID: 1
Longest unresolved row: 1
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 24
Longest dependency chain: P125(33F/LEFT) -> P188(12D/LEFT) -> P105(31B/LEFT) -> P98(18B/LEFT) -> P23(26A/LEFT) -> P76(35F/LEFT) -> P194(30C/LEFT) -> P272(22D/LEFT) -> P180(35D/LEFT) -> P185(32F/LEFT) -> P163(15B/LEFT) -> P219(34G/LEFT) -> P238(15C/LEFT) -> P46(20A/LEFT) -> P55(33E/LEFT) -> P295(22C/LEFT) -> P141(26C/LEFT) -> P136(32D/LEFT) -> P322(32A/LEFT) -> P118(28C/LEFT) -> P302(26B/LEFT) -> P129(32C/LEFT) -> P195(33B/LEFT) -> P228(24G/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 125
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 24
Total blocked ticks: 54629
Total stationary ticks: 248333
Seat-event requests: 2041
Failed seat-event starts: 1760

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 228
Critical blocker identity: P228->24G(LEFT)
Direct fan-out: 1
Total indirect descendants: 23
Critical tree size including blocker: 24
Critical tree depth: 24
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 27
Unresolved outside passengers: 16
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P228(24G/LEFT/WAITING_FOR_SEAT_EVENT)
  P195(33B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P129(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P302(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P118(28C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P322(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P136(32D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P141(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P295(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P55(33E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P46(20A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P238(15C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P219(34G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P163(15B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P185(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P180(35D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P272(22D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P194(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P76(35F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P23(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P98(18B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P105(31B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P188(12D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P125(33F/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1760
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 25|26|27
Critical blocker unavailable yield tiles: 27
Critical blocker yield-tile occupants: 248
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1760
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 868
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[248]: P248(29D/LEFT/MOVING_IN_AISLE@tile27) -> P317(28D/LEFT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P317->28D(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P248{seat=29D,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=317,lastMoveTick=819,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 25|26|27
Current unavailable yield tiles: 27
Current yield-tile occupants: 248
Final row-event chain: 228|248|317
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2044\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1763\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 29 | standardDataset=281/324 (86.73%) | secondReplicatedRiskDispersionDataset=281/324 (86.73%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | secondReplicatedRiskDispersionWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | secondReplicatedRiskDispersionFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:17
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 30
Scenario seed: 5249212615519802112

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.25%
Blocker-prone seat share (topology component): 73.44%
Aisle-assignment balance: 95.83%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 709
Passengers seated: 192/192
Average waiting ticks: 307.93
Longest waiting passenger: P48->22G(RIGHT)
Longest waiting ticks: 650

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1296
Maximum occupied tiles: 10
Seat events: 92
Single-blocker events: 21
Multiple-blocker events: 4
Temporary aisle reoccupations: 31

RIGHT AISLE
-----------
Total moves: 1429
Maximum occupied tiles: 10
Seat events: 100
Single-blocker events: 18
Multiple-blocker events: 12
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3560
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4372
Total stationary ticks: 62112
Seat-event requests: 197
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 405
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 405
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 197\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
============================================================
Date/Time: 2026-07-17 01:04:17
Experiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 30
Scenario seed: 5249212615519802112

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.25%
Blocker-prone seat share (topology component): 73.44%
Aisle-assignment balance: 95.83%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 709
Passengers seated: 192/192
Average waiting ticks: 307.93
Longest waiting passenger: P48->22G(RIGHT)
Longest waiting ticks: 650

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1296
Maximum occupied tiles: 10
Seat events: 92
Single-blocker events: 21
Multiple-blocker events: 4
Temporary aisle reoccupations: 31

RIGHT AISLE
-----------
Total moves: 1429
Maximum occupied tiles: 10
Seat events: 100
Single-blocker events: 18
Multiple-blocker events: 12
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3560
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4372
Total stationary ticks: 62112
Seat-event requests: 197
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 405
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 405
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: SECOND_REPLICATED_REAR_BOUNDARY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 197\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 30 | standardDataset=192/192 (100.00%) | secondReplicatedRiskDispersionDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | secondReplicatedRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | secondReplicatedRiskDispersionFamily=COMPLETE_CABIN

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 34
SECOND INDEPENDENT-SEED RISK-DISPERSION REPLICATION
************************************************************
Experiment seed: 2783790101901
Scenarios executed: 60
Successful completions: 53
Incomplete/MAX_TICKS: 7
Average completed ticks: 1188.92
Average waiting ticks: 462.09
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:51
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 1
Scenario seed: 1522538501425421570

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.19%
Blocker-prone seat share (topology component): 60.53%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2716
Passengers seated: 340/342
Average waiting ticks: 570.95
Longest waiting passenger: P257->35A(LEFT)
Longest waiting ticks: 2655

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2987
Maximum occupied tiles: 14
Seat events: 169
Single-blocker events: 39
Multiple-blocker events: 19
Temporary aisle reoccupations: 79

RIGHT AISLE
-----------
Total moves: 2972
Maximum occupied tiles: 14
Seat events: 171
Single-blocker events: 44
Multiple-blocker events: 22
Temporary aisle reoccupations: 92

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 145
Reservations granted: 138
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 2

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7675
Longest unresolved passenger ID: 238
Longest unresolved row: 35
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P238(35G/LEFT) -> P257(35A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 238
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 12544
Total stationary ticks: 203516
Seat-event requests: 1885
Failed seat-event starts: 1545

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 257
Critical blocker identity: P257->35A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P257(35A/LEFT/WAITING_FOR_SEAT_EVENT)
  P238(35G/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1534
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 36|37
Critical blocker unavailable yield tiles: 37
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1534
Middle-bank reservation failures: 7
Active-event deferrals: 879
Simultaneous arbitration losses: 2

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 36|37
Current unavailable yield tiles: 37
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1894\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:51
Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 1
Scenario seed: 1522538501425421570

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.19%
Blocker-prone seat share (topology component): 60.53%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2716
Passengers seated: 340/342
Average waiting ticks: 570.95
Longest waiting passenger: P257->35A(LEFT)
Longest waiting ticks: 2655

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2987
Maximum occupied tiles: 14
Seat events: 169
Single-blocker events: 39
Multiple-blocker events: 19
Temporary aisle reoccupations: 79

RIGHT AISLE
-----------
Total moves: 2972
Maximum occupied tiles: 14
Seat events: 171
Single-blocker events: 44
Multiple-blocker events: 22
Temporary aisle reoccupations: 92

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 145
Reservations granted: 138
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 2

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7675
Longest unresolved passenger ID: 238
Longest unresolved row: 35
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P238(35G/LEFT) -> P257(35A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 238
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 12544
Total stationary ticks: 203516
Seat-event requests: 1885
Failed seat-event starts: 1545

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 257
Critical blocker identity: P257->35A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P257(35A/LEFT/WAITING_FOR_SEAT_EVENT)
  P238(35G/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1534
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 36|37
Critical blocker unavailable yield tiles: 37
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1534
Middle-bank reservation failures: 7
Active-event deferrals: 879
Simultaneous arbitration losses: 2

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 36|37
Current unavailable yield tiles: 37
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1894\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 01 | standardDataset=340/342 (99.42%) | lastRowOnlyRiskDispersionDataset=340/342 (99.42%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | lastRowOnlyRiskDispersionFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:51
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 2
Scenario seed: 6774359765354740939

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 29.57%
Blocker-prone seat share (topology component): 66.96%
Aisle-assignment balance: 99.13%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 834
Passengers seated: 230/230
Average waiting ticks: 373.20
Longest waiting passenger: P119->32I(RIGHT)
Longest waiting ticks: 770

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles19-21:occupied=3:anchor=P154:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 9
Regions dissolved: 1
Repeated reconstructions avoided: 9
Largest region lifetime: 10
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=10
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1824
Maximum occupied tiles: 11
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 8
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1907
Maximum occupied tiles: 16
Seat events: 116
Single-blocker events: 29
Multiple-blocker events: 7
Temporary aisle reoccupations: 43

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 85
Reservations granted: 83
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4846
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6113
Total stationary ticks: 90098
Seat-event requests: 241
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 645
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 1
Middle-bank reservation failures: 2
Active-event deferrals: 645
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 242\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:51
Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 2
Scenario seed: 6774359765354740939

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 29.57%
Blocker-prone seat share (topology component): 66.96%
Aisle-assignment balance: 99.13%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 834
Passengers seated: 230/230
Average waiting ticks: 373.20
Longest waiting passenger: P119->32I(RIGHT)
Longest waiting ticks: 770

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles19-21:occupied=3:anchor=P154:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 9
Regions dissolved: 1
Repeated reconstructions avoided: 9
Largest region lifetime: 10
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=10
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1824
Maximum occupied tiles: 11
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 8
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1907
Maximum occupied tiles: 16
Seat events: 116
Single-blocker events: 29
Multiple-blocker events: 7
Temporary aisle reoccupations: 43

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 85
Reservations granted: 83
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4846
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6113
Total stationary ticks: 90098
Seat-event requests: 241
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 645
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 1
Middle-bank reservation failures: 2
Active-event deferrals: 645
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 242\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 02 | standardDataset=230/230 (100.00%) | lastRowOnlyRiskDispersionDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | lastRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:51
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 3
Scenario seed: -2983169693602654470

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 96.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1039
Passengers seated: 282/282
Average waiting ticks: 468.57
Longest waiting passenger: P91->7F(LEFT)
Longest waiting ticks: 992

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2253
Maximum occupied tiles: 12
Seat events: 146
Single-blocker events: 40
Multiple-blocker events: 13
Temporary aisle reoccupations: 66

RIGHT AISLE
-----------
Total moves: 2134
Maximum occupied tiles: 13
Seat events: 136
Single-blocker events: 43
Multiple-blocker events: 18
Temporary aisle reoccupations: 79

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5548
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6857
Total stationary ticks: 136804
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 667
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 667
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 287\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:51
Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 3
Scenario seed: -2983169693602654470

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 96.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1039
Passengers seated: 282/282
Average waiting ticks: 468.57
Longest waiting passenger: P91->7F(LEFT)
Longest waiting ticks: 992

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2253
Maximum occupied tiles: 12
Seat events: 146
Single-blocker events: 40
Multiple-blocker events: 13
Temporary aisle reoccupations: 66

RIGHT AISLE
-----------
Total moves: 2134
Maximum occupied tiles: 13
Seat events: 136
Single-blocker events: 43
Multiple-blocker events: 18
Temporary aisle reoccupations: 79

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5548
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6857
Total stationary ticks: 136804
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 667
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 667
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 287\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 03 | standardDataset=282/282 (100.00%) | lastRowOnlyRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | lastRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:51
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 4
Scenario seed: -6788409386054383278

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 96.32%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1294
Passengers seated: 353/353
Average waiting ticks: 582.42
Longest waiting passenger: P234->29F(LEFT)
Longest waiting ticks: 1243

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:age=2:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 28
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=9
Confirmation deferral ticks: 4
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3274
Maximum occupied tiles: 14
Seat events: 183
Single-blocker events: 59
Multiple-blocker events: 24
Temporary aisle reoccupations: 111

RIGHT AISLE
-----------
Total moves: 2915
Maximum occupied tiles: 13
Seat events: 170
Single-blocker events: 47
Multiple-blocker events: 26
Temporary aisle reoccupations: 102

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 150
Reservations granted: 150
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7935
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9847
Total stationary ticks: 212498
Seat-event requests: 379
Failed seat-event starts: 26

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 931
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 26
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 931
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 379\nPrecedence substitutions made: 7\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 8\nOccupied-space rejections: 32\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:51
Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 4
Scenario seed: -6788409386054383278

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 96.32%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1294
Passengers seated: 353/353
Average waiting ticks: 582.42
Longest waiting passenger: P234->29F(LEFT)
Longest waiting ticks: 1243

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:age=2:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 28
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=9
Confirmation deferral ticks: 4
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3274
Maximum occupied tiles: 14
Seat events: 183
Single-blocker events: 59
Multiple-blocker events: 24
Temporary aisle reoccupations: 111

RIGHT AISLE
-----------
Total moves: 2915
Maximum occupied tiles: 13
Seat events: 170
Single-blocker events: 47
Multiple-blocker events: 26
Temporary aisle reoccupations: 102

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 150
Reservations granted: 150
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7935
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9847
Total stationary ticks: 212498
Seat-event requests: 379
Failed seat-event starts: 26

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 931
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 26
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 931
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 379\nPrecedence substitutions made: 7\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 8\nOccupied-space rejections: 32\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 04 | standardDataset=353/353 (100.00%) | lastRowOnlyRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | lastRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:51
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 5
Scenario seed: -1539455759581144283

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.09%
Blocker-prone seat share (topology component): 59.26%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2648
Passengers seated: 321/324
Average waiting ticks: 542.01
Longest waiting passenger: P76->29D(RIGHT)
Longest waiting ticks: 2589

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 3
Selected release potential total: 4
Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 48
Regions dissolved: 3
Repeated reconstructions avoided: 48
Largest region lifetime: 28
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=28
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2993
Maximum occupied tiles: 17
Seat events: 162
Single-blocker events: 44
Multiple-blocker events: 20
Temporary aisle reoccupations: 89

RIGHT AISLE
-----------
Total moves: 2686
Maximum occupied tiles: 13
Seat events: 159
Single-blocker events: 46
Multiple-blocker events: 16
Temporary aisle reoccupations: 79

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1677
Reservations granted: 1677
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7409
Longest unresolved passenger ID: 120
Longest unresolved row: 34
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P120(34F/RIGHT) -> P155(33H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 120
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13802
Total stationary ticks: 183765
Seat-event requests: 1871
Failed seat-event starts: 1550

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 155
Critical blocker identity: P155->33H(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P155(33H/RIGHT/WAITING_FOR_SEAT_EVENT)
  P120(34F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1550
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1550
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 803
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1869\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 6\nOccupied-space rejections: 1553\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:51
Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 5
Scenario seed: -1539455759581144283

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.09%
Blocker-prone seat share (topology component): 59.26%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2648
Passengers seated: 321/324
Average waiting ticks: 542.01
Longest waiting passenger: P76->29D(RIGHT)
Longest waiting ticks: 2589

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 3
Selected release potential total: 4
Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 48
Regions dissolved: 3
Repeated reconstructions avoided: 48
Largest region lifetime: 28
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=28
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2993
Maximum occupied tiles: 17
Seat events: 162
Single-blocker events: 44
Multiple-blocker events: 20
Temporary aisle reoccupations: 89

RIGHT AISLE
-----------
Total moves: 2686
Maximum occupied tiles: 13
Seat events: 159
Single-blocker events: 46
Multiple-blocker events: 16
Temporary aisle reoccupations: 79

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1677
Reservations granted: 1677
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7409
Longest unresolved passenger ID: 120
Longest unresolved row: 34
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P120(34F/RIGHT) -> P155(33H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 120
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13802
Total stationary ticks: 183765
Seat-event requests: 1871
Failed seat-event starts: 1550

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 155
Critical blocker identity: P155->33H(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P155(33H/RIGHT/WAITING_FOR_SEAT_EVENT)
  P120(34F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1550
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1550
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 803
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1869\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 6\nOccupied-space rejections: 1553\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 05 | standardDataset=321/324 (99.07%) | lastRowOnlyRiskDispersionDataset=321/324 (99.07%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL | lastRowOnlyRiskDispersionFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 6
Scenario seed: 7742126381252513624

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 67.15%
Aisle-assignment balance: 97.81%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 976
Passengers seated: 274/274
Average waiting ticks: 447.86
Longest waiting passenger: P149->11B(LEFT)
Longest waiting ticks: 959

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: LEFT:tiles16-20:occupied=5:anchor=P131:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 32
Regions dissolved: 1
Repeated reconstructions avoided: 32
Largest region lifetime: 33
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=33
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2259
Maximum occupied tiles: 14
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 13
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2028
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 42
Multiple-blocker events: 13
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 97
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5804
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7222
Total stationary ticks: 127794
Seat-event requests: 286
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 642
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 642
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:52
Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 6
Scenario seed: 7742126381252513624

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 67.15%
Aisle-assignment balance: 97.81%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 976
Passengers seated: 274/274
Average waiting ticks: 447.86
Longest waiting passenger: P149->11B(LEFT)
Longest waiting ticks: 959

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: LEFT:tiles16-20:occupied=5:anchor=P131:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 32
Regions dissolved: 1
Repeated reconstructions avoided: 32
Largest region lifetime: 33
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=33
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2259
Maximum occupied tiles: 14
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 13
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2028
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 42
Multiple-blocker events: 13
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 97
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5804
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7222
Total stationary ticks: 127794
Seat-event requests: 286
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 642
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 642
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 06 | standardDataset=274/274 (100.00%) | lastRowOnlyRiskDispersionDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | lastRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 7
Scenario seed: 7812629052322237302

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 69.80%
Aisle-assignment balance: 93.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 929
Passengers seated: 245/245
Average waiting ticks: 398.22
Longest waiting passenger: P129->29C(LEFT)
Longest waiting ticks: 875

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 4
Last cluster decision: LEFT:tiles13-15:occupied=3:anchor=P13:selected=P74:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 33
Regions dissolved: 2
Repeated reconstructions avoided: 33
Largest region lifetime: 21
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=21
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1992
Maximum occupied tiles: 12
Seat events: 131
Single-blocker events: 39
Multiple-blocker events: 13
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 1826
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 37
Multiple-blocker events: 7
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 81
Reservations granted: 81
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4946
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6097
Total stationary ticks: 101759
Seat-event requests: 261
Failed seat-event starts: 16

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 578
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 16
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 578
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 259\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:52
Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 7
Scenario seed: 7812629052322237302

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 69.80%
Aisle-assignment balance: 93.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 929
Passengers seated: 245/245
Average waiting ticks: 398.19
Longest waiting passenger: P129->29C(LEFT)
Longest waiting ticks: 875

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 4
Last cluster decision: LEFT:tiles13-15:occupied=3:anchor=P13:selected=P74:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 33
Regions dissolved: 2
Repeated reconstructions avoided: 33
Largest region lifetime: 21
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=21
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1992
Maximum occupied tiles: 12
Seat events: 131
Single-blocker events: 39
Multiple-blocker events: 13
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 1826
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 37
Multiple-blocker events: 7
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 81
Reservations granted: 81
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4957
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6112
Total stationary ticks: 101764
Seat-event requests: 261
Failed seat-event starts: 16

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 579
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 16
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 579
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 259\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 07 | standardDataset=245/245 (100.00%) | lastRowOnlyRiskDispersionDataset=245/245 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | lastRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 8
Scenario seed: 8571474473319374705

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1005
Passengers seated: 282/282
Average waiting ticks: 469.83
Longest waiting passenger: P97->18I(RIGHT)
Longest waiting ticks: 959

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 3
Executable cluster candidates: 3
Rejected cluster candidates: 0
Cluster selections: 3
Cluster-selected events started: 4
Largest detected cluster: 4
Selected release potential total: 7
Last cluster decision: RIGHT:tiles16-19:occupied=3:anchor=P38:selected=P122:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 26
Regions dissolved: 3
Repeated reconstructions avoided: 26
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=9
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2233
Maximum occupied tiles: 15
Seat events: 140
Single-blocker events: 37
Multiple-blocker events: 9
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2168
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 14
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 99
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5578
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7004
Total stationary ticks: 137204
Seat-event requests: 300
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 768
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 768
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 8\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:52
Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 8
Scenario seed: 8571474473319374705

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1005
Passengers seated: 282/282
Average waiting ticks: 469.83
Longest waiting passenger: P97->18I(RIGHT)
Longest waiting ticks: 959

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 3
Executable cluster candidates: 3
Rejected cluster candidates: 0
Cluster selections: 3
Cluster-selected events started: 4
Largest detected cluster: 4
Selected release potential total: 7
Last cluster decision: RIGHT:tiles16-19:occupied=3:anchor=P38:selected=P122:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 26
Regions dissolved: 3
Repeated reconstructions avoided: 26
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=9
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2233
Maximum occupied tiles: 15
Seat events: 140
Single-blocker events: 37
Multiple-blocker events: 9
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2168
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 14
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 99
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5578
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7004
Total stationary ticks: 137204
Seat-event requests: 300
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 768
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 768
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 8\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 08 | standardDataset=282/282 (100.00%) | lastRowOnlyRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=3 | clusterStarts=4 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | lastRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 9
Scenario seed: -5079532308886993201

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 96.32%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1297
Passengers seated: 353/353
Average waiting ticks: 586.85
Longest waiting passenger: P11->7D(RIGHT)
Longest waiting ticks: 1233

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 5
Last cluster decision: LEFT:tiles27-30:occupied=3:anchor=P73:selected=P121:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 46
Regions dissolved: 3
Repeated reconstructions avoided: 46
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=9
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3024
Maximum occupied tiles: 13
Seat events: 170
Single-blocker events: 62
Multiple-blocker events: 22
Temporary aisle reoccupations: 112

RIGHT AISLE
-----------
Total moves: 3132
Maximum occupied tiles: 15
Seat events: 183
Single-blocker events: 51
Multiple-blocker events: 24
Temporary aisle reoccupations: 106

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 158
Reservations granted: 158
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7652
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9386
Total stationary ticks: 213688
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 838
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 838
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 379\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:52
Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 9
Scenario seed: -5079532308886993201

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 96.32%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1297
Passengers seated: 353/353
Average waiting ticks: 587.07
Longest waiting passenger: P11->7D(RIGHT)
Longest waiting ticks: 1233

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 5
Last cluster decision: LEFT:tiles27-30:occupied=3:anchor=P73:selected=P121:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 51
Regions dissolved: 3
Repeated reconstructions avoided: 51
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=14
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3024
Maximum occupied tiles: 12
Seat events: 170
Single-blocker events: 62
Multiple-blocker events: 22
Temporary aisle reoccupations: 112

RIGHT AISLE
-----------
Total moves: 3132
Maximum occupied tiles: 15
Seat events: 183
Single-blocker events: 51
Multiple-blocker events: 24
Temporary aisle reoccupations: 106

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 160
Reservations granted: 158
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7598
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9362
Total stationary ticks: 213707
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 858
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 858
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 381\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 33\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 09 | standardDataset=353/353 (100.00%) | lastRowOnlyRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | lastRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 10
Scenario seed: -5958035683947804296

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 874
Passengers seated: 235/235
Average waiting ticks: 396.99
Longest waiting passenger: P145->27H(RIGHT)
Longest waiting ticks: 820

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1708
Maximum occupied tiles: 11
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1728
Maximum occupied tiles: 10
Seat events: 120
Single-blocker events: 34
Multiple-blocker events: 13
Temporary aisle reoccupations: 63

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 121
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4162
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5219
Total stationary ticks: 96696
Seat-event requests: 239
Failed seat-event starts: 4

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 4
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:52
Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 10
Scenario seed: -5958035683947804296

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 874
Passengers seated: 235/235
Average waiting ticks: 396.99
Longest waiting passenger: P145->27H(RIGHT)
Longest waiting ticks: 820

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1708
Maximum occupied tiles: 11
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1728
Maximum occupied tiles: 10
Seat events: 120
Single-blocker events: 34
Multiple-blocker events: 13
Temporary aisle reoccupations: 63

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 121
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4162
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5219
Total stationary ticks: 96696
Seat-event requests: 239
Failed seat-event starts: 4

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 4
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 10 | standardDataset=235/235 (100.00%) | lastRowOnlyRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | lastRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 11
Scenario seed: -1147877779561771185

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.85%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 709
Passengers seated: 192/192
Average waiting ticks: 309.80
Longest waiting passenger: P7->27F(LEFT)
Longest waiting ticks: 650

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 16
Regions dissolved: 2
Repeated reconstructions avoided: 16
Largest region lifetime: 14
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1362
Maximum occupied tiles: 11
Seat events: 99
Single-blocker events: 30
Multiple-blocker events: 8
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1394
Maximum occupied tiles: 12
Seat events: 93
Single-blocker events: 26
Multiple-blocker events: 3
Temporary aisle reoccupations: 32

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 101
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3726
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4717
Total stationary ticks: 62697
Seat-event requests: 199
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 486
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 486
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 199\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:52
Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 11
Scenario seed: -1147877779561771185

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.85%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 709
Passengers seated: 192/192
Average waiting ticks: 309.80
Longest waiting passenger: P7->27F(LEFT)
Longest waiting ticks: 650

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 16
Regions dissolved: 2
Repeated reconstructions avoided: 16
Largest region lifetime: 14
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1362
Maximum occupied tiles: 11
Seat events: 99
Single-blocker events: 30
Multiple-blocker events: 8
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1394
Maximum occupied tiles: 12
Seat events: 93
Single-blocker events: 26
Multiple-blocker events: 3
Temporary aisle reoccupations: 32

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 101
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3726
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4717
Total stationary ticks: 62697
Seat-event requests: 199
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 486
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 486
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 199\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 11 | standardDataset=192/192 (100.00%) | lastRowOnlyRiskDispersionDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | lastRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 12
Scenario seed: -1419555593767643522

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.88%
Blocker-prone seat share (topology component): 74.02%
Aisle-assignment balance: 99.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 721
Passengers seated: 204/204
Average waiting ticks: 326.59
Longest waiting passenger: P101->2C(LEFT)
Longest waiting ticks: 684

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles24-26:occupied=3:anchor=P133:selected=P94:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1503
Maximum occupied tiles: 12
Seat events: 103
Single-blocker events: 22
Multiple-blocker events: 9
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1416
Maximum occupied tiles: 10
Seat events: 101
Single-blocker events: 17
Multiple-blocker events: 10
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 110
Reservations granted: 110
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3837
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4685
Total stationary ticks: 69817
Seat-event requests: 214
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 438
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 438
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 213\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:52
Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 12
Scenario seed: -1419555593767643522

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.88%
Blocker-prone seat share (topology component): 74.02%
Aisle-assignment balance: 99.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 721
Passengers seated: 204/204
Average waiting ticks: 326.59
Longest waiting passenger: P101->2C(LEFT)
Longest waiting ticks: 684

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles24-26:occupied=3:anchor=P133:selected=P94:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1503
Maximum occupied tiles: 12
Seat events: 103
Single-blocker events: 22
Multiple-blocker events: 9
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1416
Maximum occupied tiles: 10
Seat events: 101
Single-blocker events: 17
Multiple-blocker events: 10
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 110
Reservations granted: 110
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3837
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4685
Total stationary ticks: 69817
Seat-event requests: 214
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 438
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 438
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 213\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 12 | standardDataset=204/204 (100.00%) | lastRowOnlyRiskDispersionDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | lastRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 13
Scenario seed: -7851773457640452136

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 66.06%
Aisle-assignment balance: 95.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1010
Passengers seated: 274/274
Average waiting ticks: 449.14
Longest waiting passenger: P104->19D(RIGHT)
Longest waiting ticks: 949

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1978
Maximum occupied tiles: 14
Seat events: 131
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 2277
Maximum occupied tiles: 13
Seat events: 143
Single-blocker events: 29
Multiple-blocker events: 19
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 93
Reservations granted: 93
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5688
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7086
Total stationary ticks: 127972
Seat-event requests: 283
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 716
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 716
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 283\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:52
Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 13
Scenario seed: -7851773457640452136

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 66.06%
Aisle-assignment balance: 95.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1010
Passengers seated: 274/274
Average waiting ticks: 449.14
Longest waiting passenger: P104->19D(RIGHT)
Longest waiting ticks: 949

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1978
Maximum occupied tiles: 14
Seat events: 131
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 2277
Maximum occupied tiles: 13
Seat events: 143
Single-blocker events: 29
Multiple-blocker events: 19
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 93
Reservations granted: 93
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5688
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7086
Total stationary ticks: 127972
Seat-event requests: 283
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 716
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 716
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 283\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 13 | standardDataset=274/274 (100.00%) | lastRowOnlyRiskDispersionDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | lastRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 14
Scenario seed: -2266351266638417809

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.10%
Blocker-prone seat share (topology component): 57.84%
Aisle-assignment balance: 95.42%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1130
Passengers seated: 306/306
Average waiting ticks: 500.87
Longest waiting passenger: P81->12D(LEFT)
Longest waiting ticks: 1059

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 7
Selected release potential total: 10
Last cluster decision: RIGHT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 59
Regions dissolved: 4
Repeated reconstructions avoided: 59
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=8
Confirmation deferral ticks: 6
Regions reaching confirmation: 2
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2638
Maximum occupied tiles: 12
Seat events: 160
Single-blocker events: 50
Multiple-blocker events: 25
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2661
Maximum occupied tiles: 14
Seat events: 146
Single-blocker events: 42
Multiple-blocker events: 16
Temporary aisle reoccupations: 77

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 137
Reservations granted: 135
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6785
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8504
Total stationary ticks: 159242
Seat-event requests: 329
Failed seat-event starts: 23

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 770
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 23
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 770
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 329\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 25\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:52
Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 14
Scenario seed: -2266351266638417809

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.10%
Blocker-prone seat share (topology component): 57.84%
Aisle-assignment balance: 95.42%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1130
Passengers seated: 306/306
Average waiting ticks: 500.87
Longest waiting passenger: P81->12D(LEFT)
Longest waiting ticks: 1059

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 7
Selected release potential total: 10
Last cluster decision: RIGHT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 59
Regions dissolved: 4
Repeated reconstructions avoided: 59
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=8
Confirmation deferral ticks: 6
Regions reaching confirmation: 2
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2638
Maximum occupied tiles: 12
Seat events: 160
Single-blocker events: 50
Multiple-blocker events: 25
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2661
Maximum occupied tiles: 14
Seat events: 146
Single-blocker events: 42
Multiple-blocker events: 16
Temporary aisle reoccupations: 77

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 137
Reservations granted: 135
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6785
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8504
Total stationary ticks: 159242
Seat-event requests: 329
Failed seat-event starts: 23

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 770
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 23
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 770
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 329\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 25\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 14 | standardDataset=306/306 (100.00%) | lastRowOnlyRiskDispersionDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | lastRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 15
Scenario seed: -2981123562452203872

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 74.54%
Aisle-assignment balance: 91.67%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 827
Passengers seated: 216/216
Average waiting ticks: 352.35
Longest waiting passenger: P41->23D(LEFT)
Longest waiting ticks: 777

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1633
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 31
Multiple-blocker events: 12
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1499
Maximum occupied tiles: 12
Seat events: 99
Single-blocker events: 22
Multiple-blocker events: 5
Temporary aisle reoccupations: 35

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 118
Reservations granted: 110
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4072
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5134
Total stationary ticks: 79643
Seat-event requests: 220
Failed seat-event starts: 4

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 467
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 4
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 467
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 229\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:52
Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 15
Scenario seed: -2981123562452203872

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 74.54%
Aisle-assignment balance: 91.67%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 827
Passengers seated: 216/216
Average waiting ticks: 352.35
Longest waiting passenger: P41->23D(LEFT)
Longest waiting ticks: 777

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1633
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 31
Multiple-blocker events: 12
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1499
Maximum occupied tiles: 12
Seat events: 99
Single-blocker events: 22
Multiple-blocker events: 5
Temporary aisle reoccupations: 35

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 118
Reservations granted: 110
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4072
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5134
Total stationary ticks: 79643
Seat-event requests: 220
Failed seat-event starts: 4

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 467
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 4
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 467
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 229\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 15 | standardDataset=216/216 (100.00%) | lastRowOnlyRiskDispersionDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | lastRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 16
Scenario seed: 7615657183330099130

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 26.47%
Blocker-prone seat share (topology component): 61.76%
Aisle-assignment balance: 98.69%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1120
Passengers seated: 306/306
Average waiting ticks: 522.28
Longest waiting passenger: P249->15B(LEFT)
Longest waiting ticks: 1061

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2760
Maximum occupied tiles: 11
Seat events: 155
Single-blocker events: 40
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2552
Maximum occupied tiles: 11
Seat events: 151
Single-blocker events: 34
Multiple-blocker events: 19
Temporary aisle reoccupations: 74

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 131
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6164
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7555
Total stationary ticks: 164974
Seat-event requests: 326
Failed seat-event starts: 20

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 732
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 20
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 732
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 325\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:52
Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 16
Scenario seed: 7615657183330099130

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 26.47%
Blocker-prone seat share (topology component): 61.76%
Aisle-assignment balance: 98.69%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1120
Passengers seated: 306/306
Average waiting ticks: 522.28
Longest waiting passenger: P249->15B(LEFT)
Longest waiting ticks: 1061

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2760
Maximum occupied tiles: 11
Seat events: 155
Single-blocker events: 40
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2552
Maximum occupied tiles: 11
Seat events: 151
Single-blocker events: 34
Multiple-blocker events: 19
Temporary aisle reoccupations: 74

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 131
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6164
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7555
Total stationary ticks: 164974
Seat-event requests: 326
Failed seat-event starts: 20

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 732
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 20
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 732
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 325\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 16 | standardDataset=306/306 (100.00%) | lastRowOnlyRiskDispersionDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | lastRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 17
Scenario seed: -589593398444675577

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.76%
Blocker-prone seat share (topology component): 60.46%
Aisle-assignment balance: 98.69%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1092
Passengers seated: 306/306
Average waiting ticks: 503.19
Longest waiting passenger: P130->12G(LEFT)
Longest waiting ticks: 1030

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2855
Maximum occupied tiles: 14
Seat events: 155
Single-blocker events: 36
Multiple-blocker events: 15
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2452
Maximum occupied tiles: 12
Seat events: 151
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 69

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 138
Reservations granted: 138
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6426
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7736
Total stationary ticks: 159435
Seat-event requests: 323
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 665
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 665
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 323\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:52
Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 17
Scenario seed: -589593398444675577

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.76%
Blocker-prone seat share (topology component): 60.46%
Aisle-assignment balance: 98.69%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1092
Passengers seated: 306/306
Average waiting ticks: 503.19
Longest waiting passenger: P130->12G(LEFT)
Longest waiting ticks: 1030

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2855
Maximum occupied tiles: 14
Seat events: 155
Single-blocker events: 36
Multiple-blocker events: 15
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2452
Maximum occupied tiles: 12
Seat events: 151
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 69

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 138
Reservations granted: 138
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6426
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7736
Total stationary ticks: 159435
Seat-event requests: 323
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 665
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 665
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 323\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 17 | standardDataset=306/306 (100.00%) | lastRowOnlyRiskDispersionDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | lastRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 18
Scenario seed: 9189613142654246273

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.08%
Blocker-prone seat share (topology component): 59.72%
Aisle-assignment balance: 92.36%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2607
Passengers seated: 264/288
Average waiting ticks: 486.74
Longest waiting passenger: P20->29E(RIGHT)
Longest waiting ticks: 2565

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 27
Cluster candidates evaluated: 26
Executable cluster candidates: 1
Rejected cluster candidates: 25
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 24
Selected release potential total: 2
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 2122
Regions dissolved: 1
Repeated reconstructions avoided: 2122
Largest region lifetime: 2110
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2110:occupied=24
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1867
State changes reopening evaluation: 26
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2733
Maximum occupied tiles: 12
Seat events: 155
Single-blocker events: 44
Multiple-blocker events: 11
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2201
Maximum occupied tiles: 29
Seat events: 109
Single-blocker events: 34
Multiple-blocker events: 6
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2019
Reservations granted: 2019
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 22
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 42103
Longest unresolved passenger ID: 97
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 19
Longest dependency chain: P134(15J/RIGHT) -> P139(27G/RIGHT) -> P119(29H/RIGHT) -> P195(16I/RIGHT) -> P244(16D/RIGHT) -> P116(25J/RIGHT) -> P91(25I/RIGHT) -> P49(24G/RIGHT) -> P120(21H/RIGHT) -> P53(33F/RIGHT) -> P275(29I/RIGHT) -> P72(25E/RIGHT) -> P92(27I/RIGHT) -> P83(31J/RIGHT) -> P40(33H/RIGHT) -> P255(29D/RIGHT) -> P284(30H/RIGHT) -> P82(32I/RIGHT) -> P20(29E/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 134
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 22
Total blocked ticks: 52556
Total stationary ticks: 186649
Seat-event requests: 2182
Failed seat-event starts: 1918

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 20
Critical blocker identity: P20->29E(RIGHT)
Direct fan-out: 1
Total indirect descendants: 18
Critical tree size including blocker: 19
Critical tree depth: 19
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 24
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P20(29E/RIGHT/WAITING_FOR_SEAT_EVENT)
  P82(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P284(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P255(29D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P40(33H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P83(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P92(27I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P72(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P275(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P53(33F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P120(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P49(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P91(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P116(25J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P244(16D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P195(16I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P119(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P139(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P134(15J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1859
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 145
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1859
Rear-boundary failures: 59
Middle-bank reservation failures: 0
Active-event deferrals: 861
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 5
Yield-occupant trace: yieldOccupant[145]: P145(33I/RIGHT/MOVING_IN_AISLE@tile31) -> P283(33J/RIGHT/MOVING_IN_AISLE@tile32) -> P202(35I/RIGHT/MOVING_IN_AISLE@tile33) -> P97(36J/RIGHT/MOVING_IN_AISLE@tile34) -> P99(35D/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P99->35D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P145{seat=33I,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=31,directBlocker=283,lastMoveTick=592,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: 145
Final row-event chain: 20|145|283|202|97|99
Final row-event chain length: 6
Distinct row events in chain: 6
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2181\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 1861\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:52
Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 18
Scenario seed: 9189613142654246273

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.08%
Blocker-prone seat share (topology component): 59.72%
Aisle-assignment balance: 92.36%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2607
Passengers seated: 264/288
Average waiting ticks: 486.74
Longest waiting passenger: P20->29E(RIGHT)
Longest waiting ticks: 2565

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 27
Cluster candidates evaluated: 26
Executable cluster candidates: 1
Rejected cluster candidates: 25
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 24
Selected release potential total: 2
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 2122
Regions dissolved: 1
Repeated reconstructions avoided: 2122
Largest region lifetime: 2110
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2110:occupied=24
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1867
State changes reopening evaluation: 26
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2733
Maximum occupied tiles: 12
Seat events: 155
Single-blocker events: 44
Multiple-blocker events: 11
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2201
Maximum occupied tiles: 29
Seat events: 109
Single-blocker events: 34
Multiple-blocker events: 6
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2019
Reservations granted: 2019
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 22
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 42103
Longest unresolved passenger ID: 97
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 19
Longest dependency chain: P134(15J/RIGHT) -> P139(27G/RIGHT) -> P119(29H/RIGHT) -> P195(16I/RIGHT) -> P244(16D/RIGHT) -> P116(25J/RIGHT) -> P91(25I/RIGHT) -> P49(24G/RIGHT) -> P120(21H/RIGHT) -> P53(33F/RIGHT) -> P275(29I/RIGHT) -> P72(25E/RIGHT) -> P92(27I/RIGHT) -> P83(31J/RIGHT) -> P40(33H/RIGHT) -> P255(29D/RIGHT) -> P284(30H/RIGHT) -> P82(32I/RIGHT) -> P20(29E/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 134
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 22
Total blocked ticks: 52556
Total stationary ticks: 186649
Seat-event requests: 2182
Failed seat-event starts: 1918

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 20
Critical blocker identity: P20->29E(RIGHT)
Direct fan-out: 1
Total indirect descendants: 18
Critical tree size including blocker: 19
Critical tree depth: 19
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 24
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P20(29E/RIGHT/WAITING_FOR_SEAT_EVENT)
  P82(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P284(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P255(29D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P40(33H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P83(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P92(27I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P72(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P275(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P53(33F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P120(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P49(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P91(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P116(25J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P244(16D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P195(16I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P119(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P139(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P134(15J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1859
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 145
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1859
Rear-boundary failures: 59
Middle-bank reservation failures: 0
Active-event deferrals: 861
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 5
Yield-occupant trace: yieldOccupant[145]: P145(33I/RIGHT/MOVING_IN_AISLE@tile31) -> P283(33J/RIGHT/MOVING_IN_AISLE@tile32) -> P202(35I/RIGHT/MOVING_IN_AISLE@tile33) -> P97(36J/RIGHT/MOVING_IN_AISLE@tile34) -> P99(35D/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P99->35D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P145{seat=33I,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=31,directBlocker=283,lastMoveTick=592,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: 145
Final row-event chain: 20|145|283|202|97|99
Final row-event chain length: 6
Distinct row events in chain: 6
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2181\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 1861\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 18 | standardDataset=264/288 (91.67%) | lastRowOnlyRiskDispersionDataset=264/288 (91.67%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=MOVING_PASSENGER_YIELD_CHAIN | lastRowOnlyRiskDispersionFamily=MOVING_PASSENGER_YIELD_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 19
Scenario seed: -37205220229494259

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 60.23%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2708
Passengers seated: 335/342
Average waiting ticks: 565.21
Longest waiting passenger: P76->35F(LEFT)
Longest waiting ticks: 2668

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 5
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 7
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1653
Regions dissolved: 1
Repeated reconstructions avoided: 1653
Largest region lifetime: 1632
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1632:occupied=7
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1538
State changes reopening evaluation: 4
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2958
Maximum occupied tiles: 16
Seat events: 170
Single-blocker events: 36
Multiple-blocker events: 20
Temporary aisle reoccupations: 79

RIGHT AISLE
-----------
Total moves: 2954
Maximum occupied tiles: 14
Seat events: 165
Single-blocker events: 38
Multiple-blocker events: 22
Temporary aisle reoccupations: 84

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1697
Reservations granted: 1695
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 6
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 10232
Longest unresolved passenger ID: 106
Longest unresolved row: 35
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 7
Longest dependency chain: P207(34C/LEFT) -> P200(36E/LEFT) -> P162(32B/LEFT) -> P18(33D/LEFT) -> P161(34B/LEFT) -> P106(35A/LEFT) -> P76(35F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 207
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20384
Total stationary ticks: 209293
Seat-event requests: 1907
Failed seat-event starts: 1572

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 76
Critical blocker identity: P76->35F(LEFT)
Direct fan-out: 1
Total indirect descendants: 6
Critical tree size including blocker: 7
Critical tree depth: 7
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 7
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P76(35F/LEFT/WAITING_FOR_SEAT_EVENT)
  P106(35A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P161(34B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P18(33D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P162(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P200(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P207(34C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1555
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 36|37
Critical blocker unavailable yield tiles: 37
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 17
Rear-boundary failures: 1555
Middle-bank reservation failures: 2
Active-event deferrals: 979
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 36|37
Current unavailable yield tiles: 37
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1909\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:52
Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 19
Scenario seed: -37205220229494259

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 60.23%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2708
Passengers seated: 335/342
Average waiting ticks: 565.37
Longest waiting passenger: P76->35F(LEFT)
Longest waiting ticks: 2633

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 7
Cluster candidates evaluated: 7
Executable cluster candidates: 1
Rejected cluster candidates: 6
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 7
Selected release potential total: 5
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1694
Regions dissolved: 2
Repeated reconstructions avoided: 1694
Largest region lifetime: 1632
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1632:occupied=7
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1538
State changes reopening evaluation: 5
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2958
Maximum occupied tiles: 16
Seat events: 170
Single-blocker events: 36
Multiple-blocker events: 20
Temporary aisle reoccupations: 79

RIGHT AISLE
-----------
Total moves: 2954
Maximum occupied tiles: 14
Seat events: 165
Single-blocker events: 38
Multiple-blocker events: 22
Temporary aisle reoccupations: 84

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1700
Reservations granted: 1698
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 6
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 10285
Longest unresolved passenger ID: 106
Longest unresolved row: 35
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 7
Longest dependency chain: P207(34C/LEFT) -> P200(36E/LEFT) -> P162(32B/LEFT) -> P18(33D/LEFT) -> P161(34B/LEFT) -> P106(35A/LEFT) -> P76(35F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 207
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20505
Total stationary ticks: 209324
Seat-event requests: 1912
Failed seat-event starts: 1577

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 76
Critical blocker identity: P76->35F(LEFT)
Direct fan-out: 1
Total indirect descendants: 6
Critical tree size including blocker: 7
Critical tree depth: 7
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 7
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P76(35F/LEFT/WAITING_FOR_SEAT_EVENT)
  P106(35A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P161(34B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P18(33D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P162(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P200(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P207(34C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1555
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 36|37
Critical blocker unavailable yield tiles: 37
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 22
Rear-boundary failures: 1555
Middle-bank reservation failures: 2
Active-event deferrals: 1076
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 36|37
Current unavailable yield tiles: 37
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1913\nPrecedence substitutions made: 3\nDependency chains followed: 8\nBlocked by waiting-row occupant: 11\nSubstituted events started: 4\nOccupied-space rejections: 60\nMaximum scheduling-chain depth: 3\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 19 | standardDataset=335/342 (97.95%) | lastRowOnlyRiskDispersionDataset=335/342 (97.95%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | lastRowOnlyRiskDispersionFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 20
Scenario seed: -955376728611839717

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.75%
Blocker-prone seat share (topology component): 66.06%
Aisle-assignment balance: 91.24%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1040
Passengers seated: 274/274
Average waiting ticks: 451.03
Longest waiting passenger: P132->12A(LEFT)
Longest waiting ticks: 994

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles17-19:occupied=3:anchor=P120:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 66
Regions dissolved: 2
Repeated reconstructions avoided: 66
Largest region lifetime: 57
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2300
Maximum occupied tiles: 14
Seat events: 149
Single-blocker events: 40
Multiple-blocker events: 14
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1973
Maximum occupied tiles: 13
Seat events: 125
Single-blocker events: 41
Multiple-blocker events: 13
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 93
Reservations granted: 90
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5614
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7412
Total stationary ticks: 128629
Seat-event requests: 292
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 823
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 823
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:52
Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 20
Scenario seed: -955376728611839717

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.75%
Blocker-prone seat share (topology component): 66.06%
Aisle-assignment balance: 91.24%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1040
Passengers seated: 274/274
Average waiting ticks: 451.03
Longest waiting passenger: P132->12A(LEFT)
Longest waiting ticks: 994

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles17-19:occupied=3:anchor=P120:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 66
Regions dissolved: 2
Repeated reconstructions avoided: 66
Largest region lifetime: 57
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2300
Maximum occupied tiles: 14
Seat events: 149
Single-blocker events: 40
Multiple-blocker events: 14
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1973
Maximum occupied tiles: 13
Seat events: 125
Single-blocker events: 41
Multiple-blocker events: 13
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 93
Reservations granted: 90
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5614
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7412
Total stationary ticks: 128629
Seat-event requests: 292
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 823
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 823
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 20 | standardDataset=274/274 (100.00%) | lastRowOnlyRiskDispersionDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | lastRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 21
Scenario seed: -6035631021244819435

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.02%
Blocker-prone seat share (topology component): 66.94%
Aisle-assignment balance: 99.59%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 866
Passengers seated: 245/245
Average waiting ticks: 396.93
Longest waiting passenger: P204->12E(LEFT)
Longest waiting ticks: 815

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1863
Maximum occupied tiles: 12
Seat events: 123
Single-blocker events: 31
Multiple-blocker events: 13
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1926
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 26
Multiple-blocker events: 9
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 80
Reservations granted: 79
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4777
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5881
Total stationary ticks: 101293
Seat-event requests: 252
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 253\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:52
Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 21
Scenario seed: -6035631021244819435

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.02%
Blocker-prone seat share (topology component): 66.94%
Aisle-assignment balance: 99.59%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 866
Passengers seated: 245/245
Average waiting ticks: 396.93
Longest waiting passenger: P204->12E(LEFT)
Longest waiting ticks: 815

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1863
Maximum occupied tiles: 12
Seat events: 123
Single-blocker events: 31
Multiple-blocker events: 13
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1926
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 26
Multiple-blocker events: 9
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 80
Reservations granted: 79
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4777
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5881
Total stationary ticks: 101293
Seat-event requests: 252
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 253\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 21 | standardDataset=245/245 (100.00%) | lastRowOnlyRiskDispersionDataset=245/245 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | lastRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 22
Scenario seed: -3213233570023646740

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.47%
Blocker-prone seat share (topology component): 59.88%
Aisle-assignment balance: 96.91%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1188
Passengers seated: 324/324
Average waiting ticks: 537.88
Longest waiting passenger: P21->10F(RIGHT)
Longest waiting ticks: 1122

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 26
Regions dissolved: 2
Repeated reconstructions avoided: 26
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2697
Maximum occupied tiles: 12
Seat events: 157
Single-blocker events: 51
Multiple-blocker events: 16
Temporary aisle reoccupations: 84

RIGHT AISLE
-----------
Total moves: 2911
Maximum occupied tiles: 13
Seat events: 167
Single-blocker events: 44
Multiple-blocker events: 19
Temporary aisle reoccupations: 88

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 141
Reservations granted: 141
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6673
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8320
Total stationary ticks: 180004
Seat-event requests: 337
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 803
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 803
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 336\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:52
Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 22
Scenario seed: -3213233570023646740

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.47%
Blocker-prone seat share (topology component): 59.88%
Aisle-assignment balance: 96.91%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1188
Passengers seated: 324/324
Average waiting ticks: 537.88
Longest waiting passenger: P21->10F(RIGHT)
Longest waiting ticks: 1122

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 26
Regions dissolved: 2
Repeated reconstructions avoided: 26
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2697
Maximum occupied tiles: 12
Seat events: 157
Single-blocker events: 51
Multiple-blocker events: 16
Temporary aisle reoccupations: 84

RIGHT AISLE
-----------
Total moves: 2911
Maximum occupied tiles: 13
Seat events: 167
Single-blocker events: 44
Multiple-blocker events: 19
Temporary aisle reoccupations: 88

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 141
Reservations granted: 141
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6673
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8320
Total stationary ticks: 180004
Seat-event requests: 337
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 803
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 803
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 336\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 22 | standardDataset=324/324 (100.00%) | lastRowOnlyRiskDispersionDataset=324/324 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | lastRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 23
Scenario seed: -2743758625516220443

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.40%
Blocker-prone seat share (topology component): 59.26%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1157
Passengers seated: 324/324
Average waiting ticks: 536.26
Longest waiting passenger: P24->19B(LEFT)
Longest waiting ticks: 1089

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 44
Regions dissolved: 3
Repeated reconstructions avoided: 44
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2827
Maximum occupied tiles: 14
Seat events: 162
Single-blocker events: 45
Multiple-blocker events: 24
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2812
Maximum occupied tiles: 13
Seat events: 162
Single-blocker events: 45
Multiple-blocker events: 20
Temporary aisle reoccupations: 89

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 135
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7014
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8489
Total stationary ticks: 179693
Seat-event requests: 351
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 722
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 722
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 350\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 33\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:52
Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 23
Scenario seed: -2743758625516220443

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.40%
Blocker-prone seat share (topology component): 59.26%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1156
Passengers seated: 324/324
Average waiting ticks: 535.64
Longest waiting passenger: P24->19B(LEFT)
Longest waiting ticks: 1088

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 44
Regions dissolved: 3
Repeated reconstructions avoided: 44
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2827
Maximum occupied tiles: 14
Seat events: 162
Single-blocker events: 45
Multiple-blocker events: 24
Temporary aisle reoccupations: 98

RIGHT AISLE
-----------
Total moves: 2812
Maximum occupied tiles: 13
Seat events: 162
Single-blocker events: 45
Multiple-blocker events: 20
Temporary aisle reoccupations: 88

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 138
Reservations granted: 135
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7042
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8515
Total stationary ticks: 179529
Seat-event requests: 351
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 710
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 710
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 353\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 33\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 23 | standardDataset=324/324 (100.00%) | lastRowOnlyRiskDispersionDataset=324/324 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | lastRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 24
Scenario seed: 3130129287815217888

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1289
Passengers seated: 353/353
Average waiting ticks: 583.67
Longest waiting passenger: P108->36B(LEFT)
Longest waiting ticks: 1201

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 48
Regions dissolved: 3
Repeated reconstructions avoided: 48
Largest region lifetime: 25
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3174
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 53
Multiple-blocker events: 21
Temporary aisle reoccupations: 100

RIGHT AISLE
-----------
Total moves: 2988
Maximum occupied tiles: 13
Seat events: 172
Single-blocker events: 37
Multiple-blocker events: 34
Temporary aisle reoccupations: 110

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 157
Reservations granted: 157
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7510
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9163
Total stationary ticks: 212394
Seat-event requests: 374
Failed seat-event starts: 21

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 821
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 21
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 821
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:52
Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 24
Scenario seed: 3130129287815217888

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1289
Passengers seated: 353/353
Average waiting ticks: 583.67
Longest waiting passenger: P108->36B(LEFT)
Longest waiting ticks: 1201

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 48
Regions dissolved: 3
Repeated reconstructions avoided: 48
Largest region lifetime: 25
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3174
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 53
Multiple-blocker events: 21
Temporary aisle reoccupations: 100

RIGHT AISLE
-----------
Total moves: 2988
Maximum occupied tiles: 13
Seat events: 172
Single-blocker events: 37
Multiple-blocker events: 34
Temporary aisle reoccupations: 110

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 157
Reservations granted: 157
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7510
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9163
Total stationary ticks: 212394
Seat-event requests: 374
Failed seat-event starts: 21

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 821
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 21
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 821
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 24 | standardDataset=353/353 (100.00%) | lastRowOnlyRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | lastRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 25
Scenario seed: -6740794082893594637

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 854
Passengers seated: 235/235
Average waiting ticks: 382.86
Longest waiting passenger: P51->4F(LEFT)
Longest waiting ticks: 808

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1751
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 28
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1669
Maximum occupied tiles: 12
Seat events: 113
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 132
Reservations granted: 126
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4458
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5437
Total stationary ticks: 93682
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 470
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 470
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:52
Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 25
Scenario seed: -6740794082893594637

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 854
Passengers seated: 235/235
Average waiting ticks: 382.86
Longest waiting passenger: P51->4F(LEFT)
Longest waiting ticks: 808

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1751
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 28
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1669
Maximum occupied tiles: 12
Seat events: 113
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 132
Reservations granted: 126
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4458
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5437
Total stationary ticks: 93682
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 470
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 470
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 25 | standardDataset=235/235 (100.00%) | lastRowOnlyRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | lastRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 26
Scenario seed: -882378937089344748

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.84%
Blocker-prone seat share (topology component): 73.53%
Aisle-assignment balance: 99.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 730
Passengers seated: 204/204
Average waiting ticks: 327.84
Longest waiting passenger: P45->18A(LEFT)
Longest waiting ticks: 675

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1529
Maximum occupied tiles: 10
Seat events: 103
Single-blocker events: 27
Multiple-blocker events: 7
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1475
Maximum occupied tiles: 16
Seat events: 101
Single-blocker events: 25
Multiple-blocker events: 9
Temporary aisle reoccupations: 45

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 113
Reservations granted: 106
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3986
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4962
Total stationary ticks: 70318
Seat-event requests: 208
Failed seat-event starts: 4

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 449
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 4
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 449
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 216\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:52
Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 26
Scenario seed: -882378937089344748

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.84%
Blocker-prone seat share (topology component): 73.53%
Aisle-assignment balance: 99.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 730
Passengers seated: 204/204
Average waiting ticks: 327.84
Longest waiting passenger: P45->18A(LEFT)
Longest waiting ticks: 675

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1529
Maximum occupied tiles: 10
Seat events: 103
Single-blocker events: 27
Multiple-blocker events: 7
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1475
Maximum occupied tiles: 16
Seat events: 101
Single-blocker events: 25
Multiple-blocker events: 9
Temporary aisle reoccupations: 45

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 113
Reservations granted: 106
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3986
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4962
Total stationary ticks: 70318
Seat-event requests: 208
Failed seat-event starts: 4

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 449
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 4
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 449
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 216\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 26 | standardDataset=204/204 (100.00%) | lastRowOnlyRiskDispersionDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | lastRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 27
Scenario seed: 7766858796246213770

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.47%
Blocker-prone seat share (topology component): 68.57%
Aisle-assignment balance: 99.59%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 868
Passengers seated: 245/245
Average waiting ticks: 395.66
Longest waiting passenger: P34->20A(LEFT)
Longest waiting ticks: 806

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 24
Regions dissolved: 1
Repeated reconstructions avoided: 24
Largest region lifetime: 25
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=25
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1986
Maximum occupied tiles: 12
Seat events: 123
Single-blocker events: 34
Multiple-blocker events: 8
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1793
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 34
Multiple-blocker events: 9
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 87
Reservations granted: 86
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4998
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6303
Total stationary ticks: 101346
Seat-event requests: 254
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 599
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 599
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 255\nPrecedence substitutions made: 2\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:52
Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 27
Scenario seed: 7766858796246213770

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.47%
Blocker-prone seat share (topology component): 68.57%
Aisle-assignment balance: 99.59%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 868
Passengers seated: 245/245
Average waiting ticks: 395.66
Longest waiting passenger: P34->20A(LEFT)
Longest waiting ticks: 806

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 24
Regions dissolved: 1
Repeated reconstructions avoided: 24
Largest region lifetime: 25
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=25
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1986
Maximum occupied tiles: 12
Seat events: 123
Single-blocker events: 34
Multiple-blocker events: 8
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1793
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 34
Multiple-blocker events: 9
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 87
Reservations granted: 86
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4998
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6303
Total stationary ticks: 101346
Seat-event requests: 254
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 599
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 599
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 255\nPrecedence substitutions made: 2\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 27 | standardDataset=245/245 (100.00%) | lastRowOnlyRiskDispersionDataset=245/245 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | lastRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 28
Scenario seed: 5931249600171122533

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 96.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1054
Passengers seated: 282/282
Average waiting ticks: 475.55
Longest waiting passenger: P248->32G(RIGHT)
Longest waiting ticks: 977

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2179
Maximum occupied tiles: 12
Seat events: 136
Single-blocker events: 38
Multiple-blocker events: 12
Temporary aisle reoccupations: 62

RIGHT AISLE
-----------
Total moves: 2190
Maximum occupied tiles: 12
Seat events: 146
Single-blocker events: 47
Multiple-blocker events: 15
Temporary aisle reoccupations: 77

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5105
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6264
Total stationary ticks: 138229
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 627
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 627
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:52
Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 28
Scenario seed: 5931249600171122533

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 96.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1054
Passengers seated: 282/282
Average waiting ticks: 475.55
Longest waiting passenger: P248->32G(RIGHT)
Longest waiting ticks: 977

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2179
Maximum occupied tiles: 12
Seat events: 136
Single-blocker events: 38
Multiple-blocker events: 12
Temporary aisle reoccupations: 62

RIGHT AISLE
-----------
Total moves: 2190
Maximum occupied tiles: 12
Seat events: 146
Single-blocker events: 47
Multiple-blocker events: 15
Temporary aisle reoccupations: 77

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5105
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6264
Total stationary ticks: 138229
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 627
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 627
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 28 | standardDataset=282/282 (100.00%) | lastRowOnlyRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | lastRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 29
Scenario seed: -4209372168559577011

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.47%
Blocker-prone seat share (topology component): 59.26%
Aisle-assignment balance: 96.91%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2610
Passengers seated: 281/324
Average waiting ticks: 621.69
Longest waiting passenger: P1->1B(LEFT)
Longest waiting ticks: 2610

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 20
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 24
Selected release potential total: 3
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 1802
Regions dissolved: 3
Repeated reconstructions avoided: 1802
Largest region lifetime: 1772
Maximum simultaneous active regions: 3
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1772:occupied=24
Confirmation deferral ticks: 6
Regions reaching confirmation: 2
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1712
State changes reopening evaluation: 19
Region priority competitions: 4
Regions ranked: 8
Hierarchical selections: 4
Lower-priority evaluations deferred: 2
Highest selected priority score: 26510
Left/right priority wins: 4/0
Priority ties: 0
Last priority decision: LEFT:R1:score=26510 | RIGHT:R4:score=2216 | selected=LEFT

LEFT AISLE
----------
Total moves: 2367
Maximum occupied tiles: 27
Seat events: 124
Single-blocker events: 27
Multiple-blocker events: 12
Temporary aisle reoccupations: 53

RIGHT AISLE
-----------
Total moves: 2686
Maximum occupied tiles: 13
Seat events: 157
Single-blocker events: 38
Multiple-blocker events: 20
Temporary aisle reoccupations: 80

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1863
Reservations granted: 1859
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 16
Remaining moving in aisle: 24
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 42142
Longest unresolved passenger ID: 1
Longest unresolved row: 1
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 24
Longest dependency chain: P125(33F/LEFT) -> P188(12D/LEFT) -> P105(31B/LEFT) -> P98(18B/LEFT) -> P23(26A/LEFT) -> P76(35F/LEFT) -> P194(30C/LEFT) -> P272(22D/LEFT) -> P180(35D/LEFT) -> P185(32F/LEFT) -> P163(15B/LEFT) -> P219(34G/LEFT) -> P238(15C/LEFT) -> P46(20A/LEFT) -> P55(33E/LEFT) -> P295(22C/LEFT) -> P141(26C/LEFT) -> P136(32D/LEFT) -> P322(32A/LEFT) -> P118(28C/LEFT) -> P302(26B/LEFT) -> P129(32C/LEFT) -> P195(33B/LEFT) -> P228(24G/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 125
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 24
Total blocked ticks: 54604
Total stationary ticks: 248328
Seat-event requests: 2041
Failed seat-event starts: 1760

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 228
Critical blocker identity: P228->24G(LEFT)
Direct fan-out: 1
Total indirect descendants: 23
Critical tree size including blocker: 24
Critical tree depth: 24
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 27
Unresolved outside passengers: 16
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P228(24G/LEFT/WAITING_FOR_SEAT_EVENT)
  P195(33B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P129(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P302(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P118(28C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P322(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P136(32D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P141(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P295(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P55(33E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P46(20A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P238(15C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P219(34G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P163(15B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P185(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P180(35D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P272(22D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P194(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P76(35F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P23(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P98(18B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P105(31B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P188(12D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P125(33F/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1760
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 25|26|27
Critical blocker unavailable yield tiles: 27
Critical blocker yield-tile occupants: 248
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1760
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 872
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[248]: P248(29D/LEFT/MOVING_IN_AISLE@tile27) -> P317(28D/LEFT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P317->28D(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P248{seat=29D,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=317,lastMoveTick=819,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 25|26|27
Current unavailable yield tiles: 27
Current yield-tile occupants: 248
Final row-event chain: 228|248|317
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2044\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1763\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:52
Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 29
Scenario seed: -4209372168559577011

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.47%
Blocker-prone seat share (topology component): 59.26%
Aisle-assignment balance: 96.91%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2610
Passengers seated: 281/324
Average waiting ticks: 621.61
Longest waiting passenger: P1->1B(LEFT)
Longest waiting ticks: 2610

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 20
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 24
Selected release potential total: 3
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 1802
Regions dissolved: 3
Repeated reconstructions avoided: 1802
Largest region lifetime: 1772
Maximum simultaneous active regions: 3
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1772:occupied=24
Confirmation deferral ticks: 6
Regions reaching confirmation: 2
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1712
State changes reopening evaluation: 19
Region priority competitions: 4
Regions ranked: 8
Hierarchical selections: 4
Lower-priority evaluations deferred: 2
Highest selected priority score: 26510
Left/right priority wins: 4/0
Priority ties: 0
Last priority decision: LEFT:R1:score=26510 | RIGHT:R4:score=2216 | selected=LEFT

LEFT AISLE
----------
Total moves: 2367
Maximum occupied tiles: 27
Seat events: 124
Single-blocker events: 27
Multiple-blocker events: 12
Temporary aisle reoccupations: 53

RIGHT AISLE
-----------
Total moves: 2686
Maximum occupied tiles: 13
Seat events: 157
Single-blocker events: 38
Multiple-blocker events: 20
Temporary aisle reoccupations: 80

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1863
Reservations granted: 1859
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 16
Remaining moving in aisle: 24
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 42133
Longest unresolved passenger ID: 1
Longest unresolved row: 1
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 24
Longest dependency chain: P125(33F/LEFT) -> P188(12D/LEFT) -> P105(31B/LEFT) -> P98(18B/LEFT) -> P23(26A/LEFT) -> P76(35F/LEFT) -> P194(30C/LEFT) -> P272(22D/LEFT) -> P180(35D/LEFT) -> P185(32F/LEFT) -> P163(15B/LEFT) -> P219(34G/LEFT) -> P238(15C/LEFT) -> P46(20A/LEFT) -> P55(33E/LEFT) -> P295(22C/LEFT) -> P141(26C/LEFT) -> P136(32D/LEFT) -> P322(32A/LEFT) -> P118(28C/LEFT) -> P302(26B/LEFT) -> P129(32C/LEFT) -> P195(33B/LEFT) -> P228(24G/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 125
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 24
Total blocked ticks: 54629
Total stationary ticks: 248333
Seat-event requests: 2041
Failed seat-event starts: 1760

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 228
Critical blocker identity: P228->24G(LEFT)
Direct fan-out: 1
Total indirect descendants: 23
Critical tree size including blocker: 24
Critical tree depth: 24
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 27
Unresolved outside passengers: 16
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P228(24G/LEFT/WAITING_FOR_SEAT_EVENT)
  P195(33B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P129(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P302(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P118(28C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P322(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P136(32D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P141(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P295(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P55(33E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P46(20A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P238(15C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P219(34G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P163(15B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P185(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P180(35D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P272(22D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P194(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P76(35F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P23(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P98(18B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P105(31B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P188(12D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P125(33F/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1760
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 25|26|27
Critical blocker unavailable yield tiles: 27
Critical blocker yield-tile occupants: 248
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1760
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 868
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[248]: P248(29D/LEFT/MOVING_IN_AISLE@tile27) -> P317(28D/LEFT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P317->28D(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P248{seat=29D,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=317,lastMoveTick=819,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 25|26|27
Current unavailable yield tiles: 27
Current yield-tile occupants: 248
Final row-event chain: 228|248|317
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2044\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1763\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 29 | standardDataset=281/324 (86.73%) | lastRowOnlyRiskDispersionDataset=281/324 (86.73%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | lastRowOnlyRiskDispersionFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 30
Scenario seed: 5249212615519802112

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.25%
Blocker-prone seat share (topology component): 73.44%
Aisle-assignment balance: 95.83%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 709
Passengers seated: 192/192
Average waiting ticks: 307.93
Longest waiting passenger: P48->22G(RIGHT)
Longest waiting ticks: 650

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1296
Maximum occupied tiles: 10
Seat events: 92
Single-blocker events: 21
Multiple-blocker events: 4
Temporary aisle reoccupations: 31

RIGHT AISLE
-----------
Total moves: 1429
Maximum occupied tiles: 10
Seat events: 100
Single-blocker events: 18
Multiple-blocker events: 12
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3560
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4372
Total stationary ticks: 62112
Seat-event requests: 197
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 405
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 405
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 197\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
============================================================
Date/Time: 2026-07-17 01:14:52
Experiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 30
Scenario seed: 5249212615519802112

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: LAST_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.25%
Blocker-prone seat share (topology component): 73.44%
Aisle-assignment balance: 95.83%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 709
Passengers seated: 192/192
Average waiting ticks: 307.93
Longest waiting passenger: P48->22G(RIGHT)
Longest waiting ticks: 650

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1296
Maximum occupied tiles: 10
Seat events: 92
Single-blocker events: 21
Multiple-blocker events: 4
Temporary aisle reoccupations: 31

RIGHT AISLE
-----------
Total moves: 1429
Maximum occupied tiles: 10
Seat events: 100
Single-blocker events: 18
Multiple-blocker events: 12
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3560
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4372
Total stationary ticks: 62112
Seat-event requests: 197
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 405
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 405
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: LAST_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 197\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 30 | standardDataset=192/192 (100.00%) | lastRowOnlyRiskDispersionDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | lastRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | lastRowOnlyRiskDispersionFamily=COMPLETE_CABIN

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 35
LAST-ROW-ONLY RISK-DISPERSION BOUNDARY TEST
************************************************************
Experiment seed: 2783790101901
Scenarios executed: 60
Successful completions: 50
Incomplete/MAX_TICKS: 10
Average completed ticks: 1263.35
Average waiting ticks: 462.34
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:36
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 1
Scenario seed: 1522538501425421570

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.19%
Blocker-prone seat share (topology component): 60.53%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2716
Passengers seated: 340/342
Average waiting ticks: 570.95
Longest waiting passenger: P257->35A(LEFT)
Longest waiting ticks: 2655

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2987
Maximum occupied tiles: 14
Seat events: 169
Single-blocker events: 39
Multiple-blocker events: 19
Temporary aisle reoccupations: 79

RIGHT AISLE
-----------
Total moves: 2972
Maximum occupied tiles: 14
Seat events: 171
Single-blocker events: 44
Multiple-blocker events: 22
Temporary aisle reoccupations: 92

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 145
Reservations granted: 138
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 2

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7675
Longest unresolved passenger ID: 238
Longest unresolved row: 35
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P238(35G/LEFT) -> P257(35A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 238
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 12544
Total stationary ticks: 203516
Seat-event requests: 1885
Failed seat-event starts: 1545

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 257
Critical blocker identity: P257->35A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P257(35A/LEFT/WAITING_FOR_SEAT_EVENT)
  P238(35G/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1534
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 36|37
Critical blocker unavailable yield tiles: 37
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1534
Middle-bank reservation failures: 7
Active-event deferrals: 879
Simultaneous arbitration losses: 2

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 36|37
Current unavailable yield tiles: 37
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1894\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:36
Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 1
Scenario seed: 1522538501425421570

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.19%
Blocker-prone seat share (topology component): 60.53%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2715
Passengers seated: 340/342
Average waiting ticks: 570.97
Longest waiting passenger: P257->35A(LEFT)
Longest waiting ticks: 2665

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2987
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 39
Multiple-blocker events: 19
Temporary aisle reoccupations: 79

RIGHT AISLE
-----------
Total moves: 2972
Maximum occupied tiles: 14
Seat events: 171
Single-blocker events: 44
Multiple-blocker events: 22
Temporary aisle reoccupations: 92

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 145
Reservations granted: 138
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 2

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7676
Longest unresolved passenger ID: 238
Longest unresolved row: 35
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P238(35G/LEFT) -> P257(35A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 238
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 12518
Total stationary ticks: 203487
Seat-event requests: 1886
Failed seat-event starts: 1546

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 257
Critical blocker identity: P257->35A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P257(35A/LEFT/WAITING_FOR_SEAT_EVENT)
  P238(35G/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1535
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 36|37
Critical blocker unavailable yield tiles: 37
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1535
Middle-bank reservation failures: 7
Active-event deferrals: 886
Simultaneous arbitration losses: 2

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 36|37
Current unavailable yield tiles: 37
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1895\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 01 | standardDataset=340/342 (99.42%) | penultimateRowOnlyRiskDispersionDataset=340/342 (99.42%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | penultimateRowOnlyRiskDispersionFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:36
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 2
Scenario seed: 6774359765354740939

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 29.57%
Blocker-prone seat share (topology component): 66.96%
Aisle-assignment balance: 99.13%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 834
Passengers seated: 230/230
Average waiting ticks: 373.20
Longest waiting passenger: P119->32I(RIGHT)
Longest waiting ticks: 770

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles19-21:occupied=3:anchor=P154:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 9
Regions dissolved: 1
Repeated reconstructions avoided: 9
Largest region lifetime: 10
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=10
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1824
Maximum occupied tiles: 11
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 8
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1907
Maximum occupied tiles: 16
Seat events: 116
Single-blocker events: 29
Multiple-blocker events: 7
Temporary aisle reoccupations: 43

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 85
Reservations granted: 83
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4846
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6113
Total stationary ticks: 90098
Seat-event requests: 241
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 645
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 1
Middle-bank reservation failures: 2
Active-event deferrals: 645
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 242\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:36
Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 2
Scenario seed: 6774359765354740939

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 29.57%
Blocker-prone seat share (topology component): 66.96%
Aisle-assignment balance: 99.13%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 834
Passengers seated: 230/230
Average waiting ticks: 373.20
Longest waiting passenger: P119->32I(RIGHT)
Longest waiting ticks: 770

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles19-21:occupied=3:anchor=P154:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 9
Regions dissolved: 1
Repeated reconstructions avoided: 9
Largest region lifetime: 10
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=10
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1824
Maximum occupied tiles: 11
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 8
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1907
Maximum occupied tiles: 16
Seat events: 116
Single-blocker events: 29
Multiple-blocker events: 7
Temporary aisle reoccupations: 43

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 85
Reservations granted: 83
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4846
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6113
Total stationary ticks: 90098
Seat-event requests: 241
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 645
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 1
Middle-bank reservation failures: 2
Active-event deferrals: 645
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 242\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 02 | standardDataset=230/230 (100.00%) | penultimateRowOnlyRiskDispersionDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | penultimateRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:36
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 3
Scenario seed: -2983169693602654470

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 96.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1039
Passengers seated: 282/282
Average waiting ticks: 468.57
Longest waiting passenger: P91->7F(LEFT)
Longest waiting ticks: 992

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2253
Maximum occupied tiles: 12
Seat events: 146
Single-blocker events: 40
Multiple-blocker events: 13
Temporary aisle reoccupations: 66

RIGHT AISLE
-----------
Total moves: 2134
Maximum occupied tiles: 13
Seat events: 136
Single-blocker events: 43
Multiple-blocker events: 18
Temporary aisle reoccupations: 79

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5548
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6857
Total stationary ticks: 136804
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 667
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 667
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 287\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:36
Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 3
Scenario seed: -2983169693602654470

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 96.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1039
Passengers seated: 282/282
Average waiting ticks: 468.28
Longest waiting passenger: P91->7F(LEFT)
Longest waiting ticks: 992

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2253
Maximum occupied tiles: 12
Seat events: 146
Single-blocker events: 40
Multiple-blocker events: 13
Temporary aisle reoccupations: 66

RIGHT AISLE
-----------
Total moves: 2134
Maximum occupied tiles: 13
Seat events: 136
Single-blocker events: 43
Multiple-blocker events: 18
Temporary aisle reoccupations: 79

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5577
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6880
Total stationary ticks: 136746
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 666
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 666
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 287\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 03 | standardDataset=282/282 (100.00%) | penultimateRowOnlyRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | penultimateRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:36
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 4
Scenario seed: -6788409386054383278

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 96.32%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1294
Passengers seated: 353/353
Average waiting ticks: 582.42
Longest waiting passenger: P234->29F(LEFT)
Longest waiting ticks: 1243

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:age=2:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 28
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=9
Confirmation deferral ticks: 4
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3274
Maximum occupied tiles: 14
Seat events: 183
Single-blocker events: 59
Multiple-blocker events: 24
Temporary aisle reoccupations: 111

RIGHT AISLE
-----------
Total moves: 2915
Maximum occupied tiles: 13
Seat events: 170
Single-blocker events: 47
Multiple-blocker events: 26
Temporary aisle reoccupations: 102

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 150
Reservations granted: 150
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7935
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9847
Total stationary ticks: 212498
Seat-event requests: 379
Failed seat-event starts: 26

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 931
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 26
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 931
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 379\nPrecedence substitutions made: 7\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 8\nOccupied-space rejections: 32\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:36
Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 4
Scenario seed: -6788409386054383278

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 96.32%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1294
Passengers seated: 353/353
Average waiting ticks: 582.42
Longest waiting passenger: P234->29F(LEFT)
Longest waiting ticks: 1243

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:age=2:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 28
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=9
Confirmation deferral ticks: 4
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3274
Maximum occupied tiles: 14
Seat events: 183
Single-blocker events: 59
Multiple-blocker events: 24
Temporary aisle reoccupations: 111

RIGHT AISLE
-----------
Total moves: 2915
Maximum occupied tiles: 13
Seat events: 170
Single-blocker events: 47
Multiple-blocker events: 26
Temporary aisle reoccupations: 102

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 150
Reservations granted: 150
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7935
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9847
Total stationary ticks: 212498
Seat-event requests: 379
Failed seat-event starts: 26

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 931
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 26
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 931
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 379\nPrecedence substitutions made: 7\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 8\nOccupied-space rejections: 32\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 04 | standardDataset=353/353 (100.00%) | penultimateRowOnlyRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | penultimateRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:36
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 5
Scenario seed: -1539455759581144283

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.09%
Blocker-prone seat share (topology component): 59.26%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2648
Passengers seated: 321/324
Average waiting ticks: 542.01
Longest waiting passenger: P76->29D(RIGHT)
Longest waiting ticks: 2589

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 3
Selected release potential total: 4
Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 48
Regions dissolved: 3
Repeated reconstructions avoided: 48
Largest region lifetime: 28
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=28
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2993
Maximum occupied tiles: 17
Seat events: 162
Single-blocker events: 44
Multiple-blocker events: 20
Temporary aisle reoccupations: 89

RIGHT AISLE
-----------
Total moves: 2686
Maximum occupied tiles: 13
Seat events: 159
Single-blocker events: 46
Multiple-blocker events: 16
Temporary aisle reoccupations: 79

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1677
Reservations granted: 1677
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7409
Longest unresolved passenger ID: 120
Longest unresolved row: 34
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P120(34F/RIGHT) -> P155(33H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 120
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13802
Total stationary ticks: 183765
Seat-event requests: 1871
Failed seat-event starts: 1550

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 155
Critical blocker identity: P155->33H(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P155(33H/RIGHT/WAITING_FOR_SEAT_EVENT)
  P120(34F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1550
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1550
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 803
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1869\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 6\nOccupied-space rejections: 1553\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:36
Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 5
Scenario seed: -1539455759581144283

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.09%
Blocker-prone seat share (topology component): 59.26%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2648
Passengers seated: 321/324
Average waiting ticks: 542.01
Longest waiting passenger: P76->29D(RIGHT)
Longest waiting ticks: 2589

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 3
Selected release potential total: 4
Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 48
Regions dissolved: 3
Repeated reconstructions avoided: 48
Largest region lifetime: 28
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=28
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2993
Maximum occupied tiles: 17
Seat events: 162
Single-blocker events: 44
Multiple-blocker events: 20
Temporary aisle reoccupations: 89

RIGHT AISLE
-----------
Total moves: 2686
Maximum occupied tiles: 13
Seat events: 159
Single-blocker events: 46
Multiple-blocker events: 16
Temporary aisle reoccupations: 79

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1677
Reservations granted: 1677
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7409
Longest unresolved passenger ID: 120
Longest unresolved row: 34
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P120(34F/RIGHT) -> P155(33H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 120
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13802
Total stationary ticks: 183765
Seat-event requests: 1871
Failed seat-event starts: 1550

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 155
Critical blocker identity: P155->33H(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P155(33H/RIGHT/WAITING_FOR_SEAT_EVENT)
  P120(34F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1550
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1550
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 803
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1869\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 6\nOccupied-space rejections: 1553\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 05 | standardDataset=321/324 (99.07%) | penultimateRowOnlyRiskDispersionDataset=321/324 (99.07%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL | penultimateRowOnlyRiskDispersionFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:36
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 6
Scenario seed: 7742126381252513624

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 67.15%
Aisle-assignment balance: 97.81%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 976
Passengers seated: 274/274
Average waiting ticks: 447.86
Longest waiting passenger: P149->11B(LEFT)
Longest waiting ticks: 959

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: LEFT:tiles16-20:occupied=5:anchor=P131:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 32
Regions dissolved: 1
Repeated reconstructions avoided: 32
Largest region lifetime: 33
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=33
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2259
Maximum occupied tiles: 14
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 13
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2028
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 42
Multiple-blocker events: 13
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 97
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5804
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7222
Total stationary ticks: 127794
Seat-event requests: 286
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 642
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 642
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:36
Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 6
Scenario seed: 7742126381252513624

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 67.15%
Aisle-assignment balance: 97.81%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 976
Passengers seated: 274/274
Average waiting ticks: 447.86
Longest waiting passenger: P149->11B(LEFT)
Longest waiting ticks: 959

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: LEFT:tiles16-20:occupied=5:anchor=P131:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 32
Regions dissolved: 1
Repeated reconstructions avoided: 32
Largest region lifetime: 33
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=33
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2259
Maximum occupied tiles: 14
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 13
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2028
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 42
Multiple-blocker events: 13
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 97
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5804
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7222
Total stationary ticks: 127794
Seat-event requests: 286
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 642
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 642
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 06 | standardDataset=274/274 (100.00%) | penultimateRowOnlyRiskDispersionDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | penultimateRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:36
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 7
Scenario seed: 7812629052322237302

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 69.80%
Aisle-assignment balance: 93.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 929
Passengers seated: 245/245
Average waiting ticks: 398.22
Longest waiting passenger: P129->29C(LEFT)
Longest waiting ticks: 875

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 4
Last cluster decision: LEFT:tiles13-15:occupied=3:anchor=P13:selected=P74:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 33
Regions dissolved: 2
Repeated reconstructions avoided: 33
Largest region lifetime: 21
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=21
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1992
Maximum occupied tiles: 12
Seat events: 131
Single-blocker events: 39
Multiple-blocker events: 13
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 1826
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 37
Multiple-blocker events: 7
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 81
Reservations granted: 81
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4946
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6097
Total stationary ticks: 101759
Seat-event requests: 261
Failed seat-event starts: 16

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 578
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 16
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 578
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 259\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:36
Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 7
Scenario seed: 7812629052322237302

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 69.80%
Aisle-assignment balance: 93.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 929
Passengers seated: 245/245
Average waiting ticks: 398.27
Longest waiting passenger: P129->29C(LEFT)
Longest waiting ticks: 875

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 4
Last cluster decision: LEFT:tiles13-15:occupied=3:anchor=P13:selected=P74:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 33
Regions dissolved: 2
Repeated reconstructions avoided: 33
Largest region lifetime: 21
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=21
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1992
Maximum occupied tiles: 12
Seat events: 131
Single-blocker events: 39
Multiple-blocker events: 13
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 1826
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 37
Multiple-blocker events: 7
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 81
Reservations granted: 81
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4936
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6095
Total stationary ticks: 101759
Seat-event requests: 261
Failed seat-event starts: 16

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 586
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 16
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 586
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 259\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 07 | standardDataset=245/245 (100.00%) | penultimateRowOnlyRiskDispersionDataset=245/245 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | penultimateRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:36
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 8
Scenario seed: 8571474473319374705

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1005
Passengers seated: 282/282
Average waiting ticks: 469.83
Longest waiting passenger: P97->18I(RIGHT)
Longest waiting ticks: 959

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 3
Executable cluster candidates: 3
Rejected cluster candidates: 0
Cluster selections: 3
Cluster-selected events started: 4
Largest detected cluster: 4
Selected release potential total: 7
Last cluster decision: RIGHT:tiles16-19:occupied=3:anchor=P38:selected=P122:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 26
Regions dissolved: 3
Repeated reconstructions avoided: 26
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=9
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2233
Maximum occupied tiles: 15
Seat events: 140
Single-blocker events: 37
Multiple-blocker events: 9
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2168
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 14
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 99
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5578
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7004
Total stationary ticks: 137204
Seat-event requests: 300
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 768
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 768
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 8\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:36
Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 8
Scenario seed: 8571474473319374705

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1005
Passengers seated: 282/282
Average waiting ticks: 469.83
Longest waiting passenger: P97->18I(RIGHT)
Longest waiting ticks: 959

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 3
Executable cluster candidates: 3
Rejected cluster candidates: 0
Cluster selections: 3
Cluster-selected events started: 4
Largest detected cluster: 4
Selected release potential total: 7
Last cluster decision: RIGHT:tiles16-19:occupied=3:anchor=P38:selected=P122:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 26
Regions dissolved: 3
Repeated reconstructions avoided: 26
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=9
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2233
Maximum occupied tiles: 15
Seat events: 140
Single-blocker events: 37
Multiple-blocker events: 9
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2168
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 14
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 99
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5578
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7004
Total stationary ticks: 137204
Seat-event requests: 300
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 768
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 768
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 8\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 08 | standardDataset=282/282 (100.00%) | penultimateRowOnlyRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=3 | clusterStarts=4 | convertedToSuccess=false | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | penultimateRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:37
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 9
Scenario seed: -5079532308886993201

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 96.32%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1297
Passengers seated: 353/353
Average waiting ticks: 586.85
Longest waiting passenger: P11->7D(RIGHT)
Longest waiting ticks: 1233

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 5
Last cluster decision: LEFT:tiles27-30:occupied=3:anchor=P73:selected=P121:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 46
Regions dissolved: 3
Repeated reconstructions avoided: 46
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=9
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3024
Maximum occupied tiles: 13
Seat events: 170
Single-blocker events: 62
Multiple-blocker events: 22
Temporary aisle reoccupations: 112

RIGHT AISLE
-----------
Total moves: 3132
Maximum occupied tiles: 15
Seat events: 183
Single-blocker events: 51
Multiple-blocker events: 24
Temporary aisle reoccupations: 106

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 158
Reservations granted: 158
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7652
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9386
Total stationary ticks: 213688
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 838
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 838
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 379\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:37
Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 9
Scenario seed: -5079532308886993201

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 96.32%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1297
Passengers seated: 353/353
Average waiting ticks: 586.85
Longest waiting passenger: P11->7D(RIGHT)
Longest waiting ticks: 1233

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 5
Last cluster decision: LEFT:tiles27-30:occupied=3:anchor=P73:selected=P121:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 46
Regions dissolved: 3
Repeated reconstructions avoided: 46
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=9
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3024
Maximum occupied tiles: 13
Seat events: 170
Single-blocker events: 62
Multiple-blocker events: 22
Temporary aisle reoccupations: 112

RIGHT AISLE
-----------
Total moves: 3132
Maximum occupied tiles: 15
Seat events: 183
Single-blocker events: 51
Multiple-blocker events: 24
Temporary aisle reoccupations: 106

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 158
Reservations granted: 158
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7652
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9386
Total stationary ticks: 213688
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 838
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 838
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 379\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 09 | standardDataset=353/353 (100.00%) | penultimateRowOnlyRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | penultimateRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:37
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 10
Scenario seed: -5958035683947804296

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 874
Passengers seated: 235/235
Average waiting ticks: 396.99
Longest waiting passenger: P145->27H(RIGHT)
Longest waiting ticks: 820

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1708
Maximum occupied tiles: 11
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1728
Maximum occupied tiles: 10
Seat events: 120
Single-blocker events: 34
Multiple-blocker events: 13
Temporary aisle reoccupations: 63

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 121
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4162
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5219
Total stationary ticks: 96696
Seat-event requests: 239
Failed seat-event starts: 4

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 4
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:37
Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 10
Scenario seed: -5958035683947804296

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 874
Passengers seated: 235/235
Average waiting ticks: 396.99
Longest waiting passenger: P145->27H(RIGHT)
Longest waiting ticks: 820

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1708
Maximum occupied tiles: 11
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1728
Maximum occupied tiles: 10
Seat events: 120
Single-blocker events: 34
Multiple-blocker events: 13
Temporary aisle reoccupations: 63

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 121
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4162
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5219
Total stationary ticks: 96696
Seat-event requests: 239
Failed seat-event starts: 4

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 4
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 10 | standardDataset=235/235 (100.00%) | penultimateRowOnlyRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | penultimateRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:37
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 11
Scenario seed: -1147877779561771185

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.85%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 709
Passengers seated: 192/192
Average waiting ticks: 309.80
Longest waiting passenger: P7->27F(LEFT)
Longest waiting ticks: 650

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 16
Regions dissolved: 2
Repeated reconstructions avoided: 16
Largest region lifetime: 14
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1362
Maximum occupied tiles: 11
Seat events: 99
Single-blocker events: 30
Multiple-blocker events: 8
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1394
Maximum occupied tiles: 12
Seat events: 93
Single-blocker events: 26
Multiple-blocker events: 3
Temporary aisle reoccupations: 32

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 101
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3726
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4717
Total stationary ticks: 62697
Seat-event requests: 199
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 486
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 486
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 199\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:37
Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 11
Scenario seed: -1147877779561771185

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.85%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 709
Passengers seated: 192/192
Average waiting ticks: 309.80
Longest waiting passenger: P7->27F(LEFT)
Longest waiting ticks: 650

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 16
Regions dissolved: 2
Repeated reconstructions avoided: 16
Largest region lifetime: 14
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1362
Maximum occupied tiles: 11
Seat events: 99
Single-blocker events: 30
Multiple-blocker events: 8
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1394
Maximum occupied tiles: 12
Seat events: 93
Single-blocker events: 26
Multiple-blocker events: 3
Temporary aisle reoccupations: 32

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 101
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3726
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4717
Total stationary ticks: 62697
Seat-event requests: 199
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 486
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 486
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 199\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 11 | standardDataset=192/192 (100.00%) | penultimateRowOnlyRiskDispersionDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | penultimateRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:37
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 12
Scenario seed: -1419555593767643522

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.88%
Blocker-prone seat share (topology component): 74.02%
Aisle-assignment balance: 99.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 721
Passengers seated: 204/204
Average waiting ticks: 326.59
Longest waiting passenger: P101->2C(LEFT)
Longest waiting ticks: 684

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles24-26:occupied=3:anchor=P133:selected=P94:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1503
Maximum occupied tiles: 12
Seat events: 103
Single-blocker events: 22
Multiple-blocker events: 9
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1416
Maximum occupied tiles: 10
Seat events: 101
Single-blocker events: 17
Multiple-blocker events: 10
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 110
Reservations granted: 110
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3837
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4685
Total stationary ticks: 69817
Seat-event requests: 214
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 438
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 438
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 213\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:37
Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 12
Scenario seed: -1419555593767643522

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.88%
Blocker-prone seat share (topology component): 74.02%
Aisle-assignment balance: 99.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 721
Passengers seated: 204/204
Average waiting ticks: 326.59
Longest waiting passenger: P101->2C(LEFT)
Longest waiting ticks: 684

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles24-26:occupied=3:anchor=P133:selected=P94:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1503
Maximum occupied tiles: 12
Seat events: 103
Single-blocker events: 22
Multiple-blocker events: 9
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1416
Maximum occupied tiles: 10
Seat events: 101
Single-blocker events: 17
Multiple-blocker events: 10
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 110
Reservations granted: 110
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3837
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4685
Total stationary ticks: 69817
Seat-event requests: 214
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 438
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 438
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 213\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 12 | standardDataset=204/204 (100.00%) | penultimateRowOnlyRiskDispersionDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | penultimateRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:37
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 13
Scenario seed: -7851773457640452136

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 66.06%
Aisle-assignment balance: 95.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1010
Passengers seated: 274/274
Average waiting ticks: 449.14
Longest waiting passenger: P104->19D(RIGHT)
Longest waiting ticks: 949

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1978
Maximum occupied tiles: 14
Seat events: 131
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 2277
Maximum occupied tiles: 13
Seat events: 143
Single-blocker events: 29
Multiple-blocker events: 19
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 93
Reservations granted: 93
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5688
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7086
Total stationary ticks: 127972
Seat-event requests: 283
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 716
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 716
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 283\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:37
Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 13
Scenario seed: -7851773457640452136

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 66.06%
Aisle-assignment balance: 95.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1010
Passengers seated: 274/274
Average waiting ticks: 449.14
Longest waiting passenger: P104->19D(RIGHT)
Longest waiting ticks: 949

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1978
Maximum occupied tiles: 14
Seat events: 131
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 2277
Maximum occupied tiles: 13
Seat events: 143
Single-blocker events: 29
Multiple-blocker events: 19
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 93
Reservations granted: 93
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5688
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7086
Total stationary ticks: 127972
Seat-event requests: 283
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 716
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 716
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 283\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 13 | standardDataset=274/274 (100.00%) | penultimateRowOnlyRiskDispersionDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | penultimateRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:37
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 14
Scenario seed: -2266351266638417809

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.10%
Blocker-prone seat share (topology component): 57.84%
Aisle-assignment balance: 95.42%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1130
Passengers seated: 306/306
Average waiting ticks: 500.87
Longest waiting passenger: P81->12D(LEFT)
Longest waiting ticks: 1059

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 7
Selected release potential total: 10
Last cluster decision: RIGHT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 59
Regions dissolved: 4
Repeated reconstructions avoided: 59
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=8
Confirmation deferral ticks: 6
Regions reaching confirmation: 2
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2638
Maximum occupied tiles: 12
Seat events: 160
Single-blocker events: 50
Multiple-blocker events: 25
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2661
Maximum occupied tiles: 14
Seat events: 146
Single-blocker events: 42
Multiple-blocker events: 16
Temporary aisle reoccupations: 77

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 137
Reservations granted: 135
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6785
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8504
Total stationary ticks: 159242
Seat-event requests: 329
Failed seat-event starts: 23

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 770
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 23
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 770
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 329\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 25\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:37
Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 14
Scenario seed: -2266351266638417809

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.10%
Blocker-prone seat share (topology component): 57.84%
Aisle-assignment balance: 95.42%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1130
Passengers seated: 306/306
Average waiting ticks: 500.87
Longest waiting passenger: P81->12D(LEFT)
Longest waiting ticks: 1059

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 7
Selected release potential total: 10
Last cluster decision: RIGHT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 59
Regions dissolved: 4
Repeated reconstructions avoided: 59
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=8
Confirmation deferral ticks: 6
Regions reaching confirmation: 2
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2638
Maximum occupied tiles: 12
Seat events: 160
Single-blocker events: 50
Multiple-blocker events: 25
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2661
Maximum occupied tiles: 14
Seat events: 146
Single-blocker events: 42
Multiple-blocker events: 16
Temporary aisle reoccupations: 77

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 137
Reservations granted: 135
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6785
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8504
Total stationary ticks: 159242
Seat-event requests: 329
Failed seat-event starts: 23

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 770
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 23
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 770
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 329\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 25\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 14 | standardDataset=306/306 (100.00%) | penultimateRowOnlyRiskDispersionDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | penultimateRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:37
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 15
Scenario seed: -2981123562452203872

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 74.54%
Aisle-assignment balance: 91.67%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 827
Passengers seated: 216/216
Average waiting ticks: 352.35
Longest waiting passenger: P41->23D(LEFT)
Longest waiting ticks: 777

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1633
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 31
Multiple-blocker events: 12
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1499
Maximum occupied tiles: 12
Seat events: 99
Single-blocker events: 22
Multiple-blocker events: 5
Temporary aisle reoccupations: 35

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 118
Reservations granted: 110
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4072
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5134
Total stationary ticks: 79643
Seat-event requests: 220
Failed seat-event starts: 4

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 467
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 4
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 467
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 229\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:37
Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 15
Scenario seed: -2981123562452203872

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 74.54%
Aisle-assignment balance: 91.67%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 827
Passengers seated: 216/216
Average waiting ticks: 352.35
Longest waiting passenger: P41->23D(LEFT)
Longest waiting ticks: 777

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1633
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 31
Multiple-blocker events: 12
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1499
Maximum occupied tiles: 12
Seat events: 99
Single-blocker events: 22
Multiple-blocker events: 5
Temporary aisle reoccupations: 35

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 118
Reservations granted: 110
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4072
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5134
Total stationary ticks: 79643
Seat-event requests: 220
Failed seat-event starts: 4

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 467
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 4
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 467
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 229\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 15 | standardDataset=216/216 (100.00%) | penultimateRowOnlyRiskDispersionDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | penultimateRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:37
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 16
Scenario seed: 7615657183330099130

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 26.47%
Blocker-prone seat share (topology component): 61.76%
Aisle-assignment balance: 98.69%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1120
Passengers seated: 306/306
Average waiting ticks: 522.28
Longest waiting passenger: P249->15B(LEFT)
Longest waiting ticks: 1061

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2760
Maximum occupied tiles: 11
Seat events: 155
Single-blocker events: 40
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2552
Maximum occupied tiles: 11
Seat events: 151
Single-blocker events: 34
Multiple-blocker events: 19
Temporary aisle reoccupations: 74

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 131
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6164
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7555
Total stationary ticks: 164974
Seat-event requests: 326
Failed seat-event starts: 20

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 732
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 20
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 732
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 325\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:37
Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 16
Scenario seed: 7615657183330099130

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 26.47%
Blocker-prone seat share (topology component): 61.76%
Aisle-assignment balance: 98.69%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1120
Passengers seated: 306/306
Average waiting ticks: 522.28
Longest waiting passenger: P249->15B(LEFT)
Longest waiting ticks: 1061

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2760
Maximum occupied tiles: 11
Seat events: 155
Single-blocker events: 40
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2552
Maximum occupied tiles: 11
Seat events: 151
Single-blocker events: 34
Multiple-blocker events: 19
Temporary aisle reoccupations: 74

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 131
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6164
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7555
Total stationary ticks: 164974
Seat-event requests: 326
Failed seat-event starts: 20

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 732
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 20
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 732
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 325\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 16 | standardDataset=306/306 (100.00%) | penultimateRowOnlyRiskDispersionDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | penultimateRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:37
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 17
Scenario seed: -589593398444675577

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.76%
Blocker-prone seat share (topology component): 60.46%
Aisle-assignment balance: 98.69%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1092
Passengers seated: 306/306
Average waiting ticks: 503.19
Longest waiting passenger: P130->12G(LEFT)
Longest waiting ticks: 1030

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2855
Maximum occupied tiles: 14
Seat events: 155
Single-blocker events: 36
Multiple-blocker events: 15
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2452
Maximum occupied tiles: 12
Seat events: 151
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 69

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 138
Reservations granted: 138
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6426
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7736
Total stationary ticks: 159435
Seat-event requests: 323
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 665
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 665
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 323\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:37
Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 17
Scenario seed: -589593398444675577

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.76%
Blocker-prone seat share (topology component): 60.46%
Aisle-assignment balance: 98.69%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1092
Passengers seated: 306/306
Average waiting ticks: 503.19
Longest waiting passenger: P130->12G(LEFT)
Longest waiting ticks: 1030

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2855
Maximum occupied tiles: 14
Seat events: 155
Single-blocker events: 36
Multiple-blocker events: 15
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2452
Maximum occupied tiles: 12
Seat events: 151
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 69

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 138
Reservations granted: 138
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6426
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7736
Total stationary ticks: 159435
Seat-event requests: 323
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 665
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 665
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 323\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 17 | standardDataset=306/306 (100.00%) | penultimateRowOnlyRiskDispersionDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | penultimateRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:37
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 18
Scenario seed: 9189613142654246273

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.08%
Blocker-prone seat share (topology component): 59.72%
Aisle-assignment balance: 92.36%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2607
Passengers seated: 264/288
Average waiting ticks: 486.74
Longest waiting passenger: P20->29E(RIGHT)
Longest waiting ticks: 2565

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 27
Cluster candidates evaluated: 26
Executable cluster candidates: 1
Rejected cluster candidates: 25
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 24
Selected release potential total: 2
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 2122
Regions dissolved: 1
Repeated reconstructions avoided: 2122
Largest region lifetime: 2110
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2110:occupied=24
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1867
State changes reopening evaluation: 26
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2733
Maximum occupied tiles: 12
Seat events: 155
Single-blocker events: 44
Multiple-blocker events: 11
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2201
Maximum occupied tiles: 29
Seat events: 109
Single-blocker events: 34
Multiple-blocker events: 6
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2019
Reservations granted: 2019
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 22
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 42103
Longest unresolved passenger ID: 97
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 19
Longest dependency chain: P134(15J/RIGHT) -> P139(27G/RIGHT) -> P119(29H/RIGHT) -> P195(16I/RIGHT) -> P244(16D/RIGHT) -> P116(25J/RIGHT) -> P91(25I/RIGHT) -> P49(24G/RIGHT) -> P120(21H/RIGHT) -> P53(33F/RIGHT) -> P275(29I/RIGHT) -> P72(25E/RIGHT) -> P92(27I/RIGHT) -> P83(31J/RIGHT) -> P40(33H/RIGHT) -> P255(29D/RIGHT) -> P284(30H/RIGHT) -> P82(32I/RIGHT) -> P20(29E/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 134
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 22
Total blocked ticks: 52556
Total stationary ticks: 186649
Seat-event requests: 2182
Failed seat-event starts: 1918

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 20
Critical blocker identity: P20->29E(RIGHT)
Direct fan-out: 1
Total indirect descendants: 18
Critical tree size including blocker: 19
Critical tree depth: 19
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 24
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P20(29E/RIGHT/WAITING_FOR_SEAT_EVENT)
  P82(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P284(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P255(29D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P40(33H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P83(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P92(27I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P72(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P275(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P53(33F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P120(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P49(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P91(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P116(25J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P244(16D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P195(16I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P119(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P139(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P134(15J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1859
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 145
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1859
Rear-boundary failures: 59
Middle-bank reservation failures: 0
Active-event deferrals: 861
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 5
Yield-occupant trace: yieldOccupant[145]: P145(33I/RIGHT/MOVING_IN_AISLE@tile31) -> P283(33J/RIGHT/MOVING_IN_AISLE@tile32) -> P202(35I/RIGHT/MOVING_IN_AISLE@tile33) -> P97(36J/RIGHT/MOVING_IN_AISLE@tile34) -> P99(35D/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P99->35D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P145{seat=33I,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=31,directBlocker=283,lastMoveTick=592,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: 145
Final row-event chain: 20|145|283|202|97|99
Final row-event chain length: 6
Distinct row events in chain: 6
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2181\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 1861\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:37
Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 18
Scenario seed: 9189613142654246273

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.08%
Blocker-prone seat share (topology component): 59.72%
Aisle-assignment balance: 92.36%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2607
Passengers seated: 264/288
Average waiting ticks: 486.74
Longest waiting passenger: P20->29E(RIGHT)
Longest waiting ticks: 2565

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 27
Cluster candidates evaluated: 26
Executable cluster candidates: 1
Rejected cluster candidates: 25
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 24
Selected release potential total: 2
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 2122
Regions dissolved: 1
Repeated reconstructions avoided: 2122
Largest region lifetime: 2110
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2110:occupied=24
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1867
State changes reopening evaluation: 26
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2733
Maximum occupied tiles: 12
Seat events: 155
Single-blocker events: 44
Multiple-blocker events: 11
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2201
Maximum occupied tiles: 29
Seat events: 109
Single-blocker events: 34
Multiple-blocker events: 6
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2019
Reservations granted: 2019
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 22
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 42103
Longest unresolved passenger ID: 97
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 19
Longest dependency chain: P134(15J/RIGHT) -> P139(27G/RIGHT) -> P119(29H/RIGHT) -> P195(16I/RIGHT) -> P244(16D/RIGHT) -> P116(25J/RIGHT) -> P91(25I/RIGHT) -> P49(24G/RIGHT) -> P120(21H/RIGHT) -> P53(33F/RIGHT) -> P275(29I/RIGHT) -> P72(25E/RIGHT) -> P92(27I/RIGHT) -> P83(31J/RIGHT) -> P40(33H/RIGHT) -> P255(29D/RIGHT) -> P284(30H/RIGHT) -> P82(32I/RIGHT) -> P20(29E/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 134
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 22
Total blocked ticks: 52556
Total stationary ticks: 186649
Seat-event requests: 2182
Failed seat-event starts: 1918

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 20
Critical blocker identity: P20->29E(RIGHT)
Direct fan-out: 1
Total indirect descendants: 18
Critical tree size including blocker: 19
Critical tree depth: 19
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 24
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P20(29E/RIGHT/WAITING_FOR_SEAT_EVENT)
  P82(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P284(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P255(29D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P40(33H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P83(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P92(27I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P72(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P275(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P53(33F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P120(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P49(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P91(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P116(25J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P244(16D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P195(16I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P119(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P139(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P134(15J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1859
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 145
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1859
Rear-boundary failures: 59
Middle-bank reservation failures: 0
Active-event deferrals: 861
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 5
Yield-occupant trace: yieldOccupant[145]: P145(33I/RIGHT/MOVING_IN_AISLE@tile31) -> P283(33J/RIGHT/MOVING_IN_AISLE@tile32) -> P202(35I/RIGHT/MOVING_IN_AISLE@tile33) -> P97(36J/RIGHT/MOVING_IN_AISLE@tile34) -> P99(35D/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P99->35D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P145{seat=33I,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=31,directBlocker=283,lastMoveTick=592,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: 145
Final row-event chain: 20|145|283|202|97|99
Final row-event chain length: 6
Distinct row events in chain: 6
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2181\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 1861\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 18 | standardDataset=264/288 (91.67%) | penultimateRowOnlyRiskDispersionDataset=264/288 (91.67%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=MOVING_PASSENGER_YIELD_CHAIN | penultimateRowOnlyRiskDispersionFamily=MOVING_PASSENGER_YIELD_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:37
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 19
Scenario seed: -37205220229494259

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 60.23%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2708
Passengers seated: 335/342
Average waiting ticks: 565.21
Longest waiting passenger: P76->35F(LEFT)
Longest waiting ticks: 2668

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 5
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 7
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1653
Regions dissolved: 1
Repeated reconstructions avoided: 1653
Largest region lifetime: 1632
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1632:occupied=7
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1538
State changes reopening evaluation: 4
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2958
Maximum occupied tiles: 16
Seat events: 170
Single-blocker events: 36
Multiple-blocker events: 20
Temporary aisle reoccupations: 79

RIGHT AISLE
-----------
Total moves: 2954
Maximum occupied tiles: 14
Seat events: 165
Single-blocker events: 38
Multiple-blocker events: 22
Temporary aisle reoccupations: 84

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1697
Reservations granted: 1695
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 6
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 10232
Longest unresolved passenger ID: 106
Longest unresolved row: 35
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 7
Longest dependency chain: P207(34C/LEFT) -> P200(36E/LEFT) -> P162(32B/LEFT) -> P18(33D/LEFT) -> P161(34B/LEFT) -> P106(35A/LEFT) -> P76(35F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 207
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20384
Total stationary ticks: 209293
Seat-event requests: 1907
Failed seat-event starts: 1572

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 76
Critical blocker identity: P76->35F(LEFT)
Direct fan-out: 1
Total indirect descendants: 6
Critical tree size including blocker: 7
Critical tree depth: 7
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 7
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P76(35F/LEFT/WAITING_FOR_SEAT_EVENT)
  P106(35A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P161(34B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P18(33D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P162(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P200(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P207(34C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1555
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 36|37
Critical blocker unavailable yield tiles: 37
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 17
Rear-boundary failures: 1555
Middle-bank reservation failures: 2
Active-event deferrals: 979
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 36|37
Current unavailable yield tiles: 37
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1909\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:37
Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 19
Scenario seed: -37205220229494259

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 60.23%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1243
Passengers seated: 342/342
Average waiting ticks: 561.40
Longest waiting passenger: P82->20G(LEFT)
Longest waiting ticks: 1191

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 22
Regions dissolved: 1
Repeated reconstructions avoided: 22
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=23
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2973
Maximum occupied tiles: 15
Seat events: 177
Single-blocker events: 38
Multiple-blocker events: 22
Temporary aisle reoccupations: 85

RIGHT AISLE
-----------
Total moves: 2954
Maximum occupied tiles: 14
Seat events: 165
Single-blocker events: 38
Multiple-blocker events: 22
Temporary aisle reoccupations: 84

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 145
Reservations granted: 143
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7590
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9458
Total stationary ticks: 198657
Seat-event requests: 359
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 920
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 920
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 361\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 19 | standardDataset=335/342 (97.95%) | penultimateRowOnlyRiskDispersionDataset=342/342 (100.00%) | seatedDelta=+7 | completionDelta=+2.05% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | penultimateRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:37
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 20
Scenario seed: -955376728611839717

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.75%
Blocker-prone seat share (topology component): 66.06%
Aisle-assignment balance: 91.24%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1040
Passengers seated: 274/274
Average waiting ticks: 451.03
Longest waiting passenger: P132->12A(LEFT)
Longest waiting ticks: 994

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles17-19:occupied=3:anchor=P120:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 66
Regions dissolved: 2
Repeated reconstructions avoided: 66
Largest region lifetime: 57
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2300
Maximum occupied tiles: 14
Seat events: 149
Single-blocker events: 40
Multiple-blocker events: 14
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1973
Maximum occupied tiles: 13
Seat events: 125
Single-blocker events: 41
Multiple-blocker events: 13
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 93
Reservations granted: 90
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5614
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7412
Total stationary ticks: 128629
Seat-event requests: 292
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 823
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 823
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:37
Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 20
Scenario seed: -955376728611839717

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.75%
Blocker-prone seat share (topology component): 66.06%
Aisle-assignment balance: 91.24%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1040
Passengers seated: 274/274
Average waiting ticks: 451.03
Longest waiting passenger: P132->12A(LEFT)
Longest waiting ticks: 994

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles17-19:occupied=3:anchor=P120:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 66
Regions dissolved: 2
Repeated reconstructions avoided: 66
Largest region lifetime: 57
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2300
Maximum occupied tiles: 14
Seat events: 149
Single-blocker events: 40
Multiple-blocker events: 14
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1973
Maximum occupied tiles: 13
Seat events: 125
Single-blocker events: 41
Multiple-blocker events: 13
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 93
Reservations granted: 90
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5614
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7412
Total stationary ticks: 128629
Seat-event requests: 292
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 823
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 823
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 20 | standardDataset=274/274 (100.00%) | penultimateRowOnlyRiskDispersionDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | penultimateRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:37
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 21
Scenario seed: -6035631021244819435

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.02%
Blocker-prone seat share (topology component): 66.94%
Aisle-assignment balance: 99.59%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 866
Passengers seated: 245/245
Average waiting ticks: 396.93
Longest waiting passenger: P204->12E(LEFT)
Longest waiting ticks: 815

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1863
Maximum occupied tiles: 12
Seat events: 123
Single-blocker events: 31
Multiple-blocker events: 13
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1926
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 26
Multiple-blocker events: 9
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 80
Reservations granted: 79
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4777
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5881
Total stationary ticks: 101293
Seat-event requests: 252
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 253\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:37
Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 21
Scenario seed: -6035631021244819435

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.02%
Blocker-prone seat share (topology component): 66.94%
Aisle-assignment balance: 99.59%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 866
Passengers seated: 245/245
Average waiting ticks: 396.93
Longest waiting passenger: P204->12E(LEFT)
Longest waiting ticks: 815

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1863
Maximum occupied tiles: 12
Seat events: 123
Single-blocker events: 31
Multiple-blocker events: 13
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1926
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 26
Multiple-blocker events: 9
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 80
Reservations granted: 79
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4777
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5881
Total stationary ticks: 101293
Seat-event requests: 252
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 253\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 21 | standardDataset=245/245 (100.00%) | penultimateRowOnlyRiskDispersionDataset=245/245 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | penultimateRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:37
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 22
Scenario seed: -3213233570023646740

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.47%
Blocker-prone seat share (topology component): 59.88%
Aisle-assignment balance: 96.91%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1188
Passengers seated: 324/324
Average waiting ticks: 537.88
Longest waiting passenger: P21->10F(RIGHT)
Longest waiting ticks: 1122

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 26
Regions dissolved: 2
Repeated reconstructions avoided: 26
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2697
Maximum occupied tiles: 12
Seat events: 157
Single-blocker events: 51
Multiple-blocker events: 16
Temporary aisle reoccupations: 84

RIGHT AISLE
-----------
Total moves: 2911
Maximum occupied tiles: 13
Seat events: 167
Single-blocker events: 44
Multiple-blocker events: 19
Temporary aisle reoccupations: 88

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 141
Reservations granted: 141
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6673
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8320
Total stationary ticks: 180004
Seat-event requests: 337
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 803
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 803
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 336\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:37
Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 22
Scenario seed: -3213233570023646740

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.47%
Blocker-prone seat share (topology component): 59.88%
Aisle-assignment balance: 96.91%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1188
Passengers seated: 324/324
Average waiting ticks: 537.88
Longest waiting passenger: P21->10F(RIGHT)
Longest waiting ticks: 1122

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 26
Regions dissolved: 2
Repeated reconstructions avoided: 26
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2697
Maximum occupied tiles: 12
Seat events: 157
Single-blocker events: 51
Multiple-blocker events: 16
Temporary aisle reoccupations: 84

RIGHT AISLE
-----------
Total moves: 2911
Maximum occupied tiles: 13
Seat events: 167
Single-blocker events: 44
Multiple-blocker events: 19
Temporary aisle reoccupations: 88

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 141
Reservations granted: 141
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6673
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8320
Total stationary ticks: 180004
Seat-event requests: 337
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 803
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 803
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 336\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 22 | standardDataset=324/324 (100.00%) | penultimateRowOnlyRiskDispersionDataset=324/324 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | penultimateRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:37
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 23
Scenario seed: -2743758625516220443

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.40%
Blocker-prone seat share (topology component): 59.26%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1157
Passengers seated: 324/324
Average waiting ticks: 536.26
Longest waiting passenger: P24->19B(LEFT)
Longest waiting ticks: 1089

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 44
Regions dissolved: 3
Repeated reconstructions avoided: 44
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2827
Maximum occupied tiles: 14
Seat events: 162
Single-blocker events: 45
Multiple-blocker events: 24
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2812
Maximum occupied tiles: 13
Seat events: 162
Single-blocker events: 45
Multiple-blocker events: 20
Temporary aisle reoccupations: 89

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 135
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7014
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8489
Total stationary ticks: 179693
Seat-event requests: 351
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 722
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 722
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 350\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 33\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:37
Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 23
Scenario seed: -2743758625516220443

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.40%
Blocker-prone seat share (topology component): 59.26%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1160
Passengers seated: 324/324
Average waiting ticks: 536.24
Longest waiting passenger: P24->19B(LEFT)
Longest waiting ticks: 1089

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 44
Regions dissolved: 3
Repeated reconstructions avoided: 44
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2827
Maximum occupied tiles: 14
Seat events: 162
Single-blocker events: 45
Multiple-blocker events: 24
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2812
Maximum occupied tiles: 13
Seat events: 162
Single-blocker events: 45
Multiple-blocker events: 20
Temporary aisle reoccupations: 89

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 135
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7019
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8482
Total stationary ticks: 179686
Seat-event requests: 351
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 718
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 718
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 350\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 33\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 23 | standardDataset=324/324 (100.00%) | penultimateRowOnlyRiskDispersionDataset=324/324 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | penultimateRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:37
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 24
Scenario seed: 3130129287815217888

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1289
Passengers seated: 353/353
Average waiting ticks: 583.67
Longest waiting passenger: P108->36B(LEFT)
Longest waiting ticks: 1201

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 48
Regions dissolved: 3
Repeated reconstructions avoided: 48
Largest region lifetime: 25
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3174
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 53
Multiple-blocker events: 21
Temporary aisle reoccupations: 100

RIGHT AISLE
-----------
Total moves: 2988
Maximum occupied tiles: 13
Seat events: 172
Single-blocker events: 37
Multiple-blocker events: 34
Temporary aisle reoccupations: 110

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 157
Reservations granted: 157
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7510
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9163
Total stationary ticks: 212394
Seat-event requests: 374
Failed seat-event starts: 21

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 821
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 21
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 821
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:37
Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 24
Scenario seed: 3130129287815217888

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1289
Passengers seated: 353/353
Average waiting ticks: 583.70
Longest waiting passenger: P108->36B(LEFT)
Longest waiting ticks: 1201

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 48
Regions dissolved: 3
Repeated reconstructions avoided: 48
Largest region lifetime: 25
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3174
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 53
Multiple-blocker events: 21
Temporary aisle reoccupations: 100

RIGHT AISLE
-----------
Total moves: 2988
Maximum occupied tiles: 13
Seat events: 172
Single-blocker events: 37
Multiple-blocker events: 34
Temporary aisle reoccupations: 110

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 157
Reservations granted: 157
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7500
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9121
Total stationary ticks: 212382
Seat-event requests: 374
Failed seat-event starts: 21

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 805
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 21
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 805
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 24 | standardDataset=353/353 (100.00%) | penultimateRowOnlyRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | penultimateRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:37
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 25
Scenario seed: -6740794082893594637

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 854
Passengers seated: 235/235
Average waiting ticks: 382.86
Longest waiting passenger: P51->4F(LEFT)
Longest waiting ticks: 808

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1751
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 28
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1669
Maximum occupied tiles: 12
Seat events: 113
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 132
Reservations granted: 126
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4458
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5437
Total stationary ticks: 93682
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 470
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 470
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:37
Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 25
Scenario seed: -6740794082893594637

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 854
Passengers seated: 235/235
Average waiting ticks: 382.86
Longest waiting passenger: P51->4F(LEFT)
Longest waiting ticks: 808

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1751
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 28
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1669
Maximum occupied tiles: 12
Seat events: 113
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 132
Reservations granted: 126
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4458
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5437
Total stationary ticks: 93682
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 470
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 470
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 25 | standardDataset=235/235 (100.00%) | penultimateRowOnlyRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | penultimateRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:37
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 26
Scenario seed: -882378937089344748

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.84%
Blocker-prone seat share (topology component): 73.53%
Aisle-assignment balance: 99.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 730
Passengers seated: 204/204
Average waiting ticks: 327.84
Longest waiting passenger: P45->18A(LEFT)
Longest waiting ticks: 675

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1529
Maximum occupied tiles: 10
Seat events: 103
Single-blocker events: 27
Multiple-blocker events: 7
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1475
Maximum occupied tiles: 16
Seat events: 101
Single-blocker events: 25
Multiple-blocker events: 9
Temporary aisle reoccupations: 45

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 113
Reservations granted: 106
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3986
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4962
Total stationary ticks: 70318
Seat-event requests: 208
Failed seat-event starts: 4

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 449
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 4
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 449
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 216\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:37
Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 26
Scenario seed: -882378937089344748

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.84%
Blocker-prone seat share (topology component): 73.53%
Aisle-assignment balance: 99.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 730
Passengers seated: 204/204
Average waiting ticks: 327.84
Longest waiting passenger: P45->18A(LEFT)
Longest waiting ticks: 675

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1529
Maximum occupied tiles: 10
Seat events: 103
Single-blocker events: 27
Multiple-blocker events: 7
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1475
Maximum occupied tiles: 16
Seat events: 101
Single-blocker events: 25
Multiple-blocker events: 9
Temporary aisle reoccupations: 45

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 113
Reservations granted: 106
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3986
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4962
Total stationary ticks: 70318
Seat-event requests: 208
Failed seat-event starts: 4

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 449
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 4
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 449
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 216\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 26 | standardDataset=204/204 (100.00%) | penultimateRowOnlyRiskDispersionDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | penultimateRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:37
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 27
Scenario seed: 7766858796246213770

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.47%
Blocker-prone seat share (topology component): 68.57%
Aisle-assignment balance: 99.59%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 868
Passengers seated: 245/245
Average waiting ticks: 395.66
Longest waiting passenger: P34->20A(LEFT)
Longest waiting ticks: 806

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 24
Regions dissolved: 1
Repeated reconstructions avoided: 24
Largest region lifetime: 25
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=25
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1986
Maximum occupied tiles: 12
Seat events: 123
Single-blocker events: 34
Multiple-blocker events: 8
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1793
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 34
Multiple-blocker events: 9
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 87
Reservations granted: 86
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4998
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6303
Total stationary ticks: 101346
Seat-event requests: 254
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 599
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 599
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 255\nPrecedence substitutions made: 2\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:37
Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 27
Scenario seed: 7766858796246213770

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.47%
Blocker-prone seat share (topology component): 68.57%
Aisle-assignment balance: 99.59%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 868
Passengers seated: 245/245
Average waiting ticks: 395.66
Longest waiting passenger: P34->20A(LEFT)
Longest waiting ticks: 806

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 24
Regions dissolved: 1
Repeated reconstructions avoided: 24
Largest region lifetime: 25
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=25
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1986
Maximum occupied tiles: 12
Seat events: 123
Single-blocker events: 34
Multiple-blocker events: 8
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1793
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 34
Multiple-blocker events: 9
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 87
Reservations granted: 86
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4998
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6303
Total stationary ticks: 101346
Seat-event requests: 254
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 599
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 599
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 255\nPrecedence substitutions made: 2\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 27 | standardDataset=245/245 (100.00%) | penultimateRowOnlyRiskDispersionDataset=245/245 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | penultimateRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:37
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 28
Scenario seed: 5931249600171122533

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 96.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1054
Passengers seated: 282/282
Average waiting ticks: 475.55
Longest waiting passenger: P248->32G(RIGHT)
Longest waiting ticks: 977

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2179
Maximum occupied tiles: 12
Seat events: 136
Single-blocker events: 38
Multiple-blocker events: 12
Temporary aisle reoccupations: 62

RIGHT AISLE
-----------
Total moves: 2190
Maximum occupied tiles: 12
Seat events: 146
Single-blocker events: 47
Multiple-blocker events: 15
Temporary aisle reoccupations: 77

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5105
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6264
Total stationary ticks: 138229
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 627
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 627
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:37
Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 28
Scenario seed: 5931249600171122533

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 96.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1054
Passengers seated: 282/282
Average waiting ticks: 475.55
Longest waiting passenger: P248->32G(RIGHT)
Longest waiting ticks: 977

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2179
Maximum occupied tiles: 12
Seat events: 136
Single-blocker events: 38
Multiple-blocker events: 12
Temporary aisle reoccupations: 62

RIGHT AISLE
-----------
Total moves: 2190
Maximum occupied tiles: 12
Seat events: 146
Single-blocker events: 47
Multiple-blocker events: 15
Temporary aisle reoccupations: 77

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5105
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6264
Total stationary ticks: 138229
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 627
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 627
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 28 | standardDataset=282/282 (100.00%) | penultimateRowOnlyRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | penultimateRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:37
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 29
Scenario seed: -4209372168559577011

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.47%
Blocker-prone seat share (topology component): 59.26%
Aisle-assignment balance: 96.91%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2610
Passengers seated: 281/324
Average waiting ticks: 621.69
Longest waiting passenger: P1->1B(LEFT)
Longest waiting ticks: 2610

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 20
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 24
Selected release potential total: 3
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 1802
Regions dissolved: 3
Repeated reconstructions avoided: 1802
Largest region lifetime: 1772
Maximum simultaneous active regions: 3
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1772:occupied=24
Confirmation deferral ticks: 6
Regions reaching confirmation: 2
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1712
State changes reopening evaluation: 19
Region priority competitions: 4
Regions ranked: 8
Hierarchical selections: 4
Lower-priority evaluations deferred: 2
Highest selected priority score: 26510
Left/right priority wins: 4/0
Priority ties: 0
Last priority decision: LEFT:R1:score=26510 | RIGHT:R4:score=2216 | selected=LEFT

LEFT AISLE
----------
Total moves: 2367
Maximum occupied tiles: 27
Seat events: 124
Single-blocker events: 27
Multiple-blocker events: 12
Temporary aisle reoccupations: 53

RIGHT AISLE
-----------
Total moves: 2686
Maximum occupied tiles: 13
Seat events: 157
Single-blocker events: 38
Multiple-blocker events: 20
Temporary aisle reoccupations: 80

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1863
Reservations granted: 1859
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 16
Remaining moving in aisle: 24
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 42142
Longest unresolved passenger ID: 1
Longest unresolved row: 1
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 24
Longest dependency chain: P125(33F/LEFT) -> P188(12D/LEFT) -> P105(31B/LEFT) -> P98(18B/LEFT) -> P23(26A/LEFT) -> P76(35F/LEFT) -> P194(30C/LEFT) -> P272(22D/LEFT) -> P180(35D/LEFT) -> P185(32F/LEFT) -> P163(15B/LEFT) -> P219(34G/LEFT) -> P238(15C/LEFT) -> P46(20A/LEFT) -> P55(33E/LEFT) -> P295(22C/LEFT) -> P141(26C/LEFT) -> P136(32D/LEFT) -> P322(32A/LEFT) -> P118(28C/LEFT) -> P302(26B/LEFT) -> P129(32C/LEFT) -> P195(33B/LEFT) -> P228(24G/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 125
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 24
Total blocked ticks: 54604
Total stationary ticks: 248328
Seat-event requests: 2041
Failed seat-event starts: 1760

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 228
Critical blocker identity: P228->24G(LEFT)
Direct fan-out: 1
Total indirect descendants: 23
Critical tree size including blocker: 24
Critical tree depth: 24
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 27
Unresolved outside passengers: 16
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P228(24G/LEFT/WAITING_FOR_SEAT_EVENT)
  P195(33B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P129(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P302(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P118(28C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P322(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P136(32D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P141(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P295(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P55(33E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P46(20A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P238(15C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P219(34G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P163(15B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P185(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P180(35D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P272(22D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P194(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P76(35F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P23(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P98(18B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P105(31B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P188(12D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P125(33F/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1760
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 25|26|27
Critical blocker unavailable yield tiles: 27
Critical blocker yield-tile occupants: 248
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1760
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 872
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[248]: P248(29D/LEFT/MOVING_IN_AISLE@tile27) -> P317(28D/LEFT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P317->28D(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P248{seat=29D,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=317,lastMoveTick=819,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 25|26|27
Current unavailable yield tiles: 27
Current yield-tile occupants: 248
Final row-event chain: 228|248|317
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2044\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1763\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:37
Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 29
Scenario seed: -4209372168559577011

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.47%
Blocker-prone seat share (topology component): 59.26%
Aisle-assignment balance: 96.91%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2610
Passengers seated: 281/324
Average waiting ticks: 621.69
Longest waiting passenger: P1->1B(LEFT)
Longest waiting ticks: 2610

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 20
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 24
Selected release potential total: 3
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 1802
Regions dissolved: 3
Repeated reconstructions avoided: 1802
Largest region lifetime: 1772
Maximum simultaneous active regions: 3
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1772:occupied=24
Confirmation deferral ticks: 6
Regions reaching confirmation: 2
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1712
State changes reopening evaluation: 19
Region priority competitions: 4
Regions ranked: 8
Hierarchical selections: 4
Lower-priority evaluations deferred: 2
Highest selected priority score: 26510
Left/right priority wins: 4/0
Priority ties: 0
Last priority decision: LEFT:R1:score=26510 | RIGHT:R4:score=2216 | selected=LEFT

LEFT AISLE
----------
Total moves: 2367
Maximum occupied tiles: 27
Seat events: 124
Single-blocker events: 27
Multiple-blocker events: 12
Temporary aisle reoccupations: 53

RIGHT AISLE
-----------
Total moves: 2686
Maximum occupied tiles: 13
Seat events: 157
Single-blocker events: 38
Multiple-blocker events: 20
Temporary aisle reoccupations: 80

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1863
Reservations granted: 1859
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 16
Remaining moving in aisle: 24
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 42142
Longest unresolved passenger ID: 1
Longest unresolved row: 1
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 24
Longest dependency chain: P125(33F/LEFT) -> P188(12D/LEFT) -> P105(31B/LEFT) -> P98(18B/LEFT) -> P23(26A/LEFT) -> P76(35F/LEFT) -> P194(30C/LEFT) -> P272(22D/LEFT) -> P180(35D/LEFT) -> P185(32F/LEFT) -> P163(15B/LEFT) -> P219(34G/LEFT) -> P238(15C/LEFT) -> P46(20A/LEFT) -> P55(33E/LEFT) -> P295(22C/LEFT) -> P141(26C/LEFT) -> P136(32D/LEFT) -> P322(32A/LEFT) -> P118(28C/LEFT) -> P302(26B/LEFT) -> P129(32C/LEFT) -> P195(33B/LEFT) -> P228(24G/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 125
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 24
Total blocked ticks: 54604
Total stationary ticks: 248328
Seat-event requests: 2041
Failed seat-event starts: 1760

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 228
Critical blocker identity: P228->24G(LEFT)
Direct fan-out: 1
Total indirect descendants: 23
Critical tree size including blocker: 24
Critical tree depth: 24
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 27
Unresolved outside passengers: 16
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P228(24G/LEFT/WAITING_FOR_SEAT_EVENT)
  P195(33B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P129(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P302(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P118(28C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P322(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P136(32D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P141(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P295(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P55(33E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P46(20A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P238(15C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P219(34G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P163(15B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P185(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P180(35D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P272(22D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P194(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P76(35F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P23(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P98(18B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P105(31B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P188(12D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P125(33F/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1760
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 25|26|27
Critical blocker unavailable yield tiles: 27
Critical blocker yield-tile occupants: 248
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1760
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 872
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[248]: P248(29D/LEFT/MOVING_IN_AISLE@tile27) -> P317(28D/LEFT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P317->28D(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P248{seat=29D,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=317,lastMoveTick=819,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 25|26|27
Current unavailable yield tiles: 27
Current yield-tile occupants: 248
Final row-event chain: 228|248|317
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2044\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1763\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 29 | standardDataset=281/324 (86.73%) | penultimateRowOnlyRiskDispersionDataset=281/324 (86.73%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | penultimateRowOnlyRiskDispersionFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:37
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 30
Scenario seed: 5249212615519802112

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.25%
Blocker-prone seat share (topology component): 73.44%
Aisle-assignment balance: 95.83%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 709
Passengers seated: 192/192
Average waiting ticks: 307.93
Longest waiting passenger: P48->22G(RIGHT)
Longest waiting ticks: 650

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1296
Maximum occupied tiles: 10
Seat events: 92
Single-blocker events: 21
Multiple-blocker events: 4
Temporary aisle reoccupations: 31

RIGHT AISLE
-----------
Total moves: 1429
Maximum occupied tiles: 10
Seat events: 100
Single-blocker events: 18
Multiple-blocker events: 12
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3560
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4372
Total stationary ticks: 62112
Seat-event requests: 197
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 405
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 405
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 197\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
============================================================
Date/Time: 2026-07-17 01:20:37
Experiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 30
Scenario seed: 5249212615519802112

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.25%
Blocker-prone seat share (topology component): 73.44%
Aisle-assignment balance: 95.83%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 709
Passengers seated: 192/192
Average waiting ticks: 307.93
Longest waiting passenger: P48->22G(RIGHT)
Longest waiting ticks: 650

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1296
Maximum occupied tiles: 10
Seat events: 92
Single-blocker events: 21
Multiple-blocker events: 4
Temporary aisle reoccupations: 31

RIGHT AISLE
-----------
Total moves: 1429
Maximum occupied tiles: 10
Seat events: 100
Single-blocker events: 18
Multiple-blocker events: 12
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3560
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4372
Total stationary ticks: 62112
Seat-event requests: 197
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 405
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 405
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: PENULTIMATE_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 197\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 30 | standardDataset=192/192 (100.00%) | penultimateRowOnlyRiskDispersionDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | penultimateRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | penultimateRowOnlyRiskDispersionFamily=COMPLETE_CABIN

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 36
PENULTIMATE-ROW-ONLY RISK-DISPERSION COMPONENT TEST
************************************************************
Experiment seed: 2783790101901
Scenarios executed: 60
Successful completions: 51
Incomplete/MAX_TICKS: 9
Average completed ticks: 1238.98
Average waiting ticks: 462.28
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:33
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 1
Scenario seed: 1522538501425421570

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.19%
Blocker-prone seat share (topology component): 60.53%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2716
Passengers seated: 340/342
Average waiting ticks: 570.95
Longest waiting passenger: P257->35A(LEFT)
Longest waiting ticks: 2655

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2987
Maximum occupied tiles: 14
Seat events: 169
Single-blocker events: 39
Multiple-blocker events: 19
Temporary aisle reoccupations: 79

RIGHT AISLE
-----------
Total moves: 2972
Maximum occupied tiles: 14
Seat events: 171
Single-blocker events: 44
Multiple-blocker events: 22
Temporary aisle reoccupations: 92

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 145
Reservations granted: 138
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 2

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7675
Longest unresolved passenger ID: 238
Longest unresolved row: 35
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P238(35G/LEFT) -> P257(35A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 238
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 12544
Total stationary ticks: 203516
Seat-event requests: 1885
Failed seat-event starts: 1545

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 257
Critical blocker identity: P257->35A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P257(35A/LEFT/WAITING_FOR_SEAT_EVENT)
  P238(35G/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1534
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 36|37
Critical blocker unavailable yield tiles: 37
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1534
Middle-bank reservation failures: 7
Active-event deferrals: 879
Simultaneous arbitration losses: 2

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 36|37
Current unavailable yield tiles: 37
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1894\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:33
Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 1
Scenario seed: 1522538501425421570

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.19%
Blocker-prone seat share (topology component): 60.53%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1215
Passengers seated: 342/342
Average waiting ticks: 566.43
Longest waiting passenger: P205->27J(RIGHT)
Longest waiting ticks: 1161

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2988
Maximum occupied tiles: 13
Seat events: 171
Single-blocker events: 39
Multiple-blocker events: 21
Temporary aisle reoccupations: 84

RIGHT AISLE
-----------
Total moves: 2972
Maximum occupied tiles: 14
Seat events: 171
Single-blocker events: 44
Multiple-blocker events: 22
Temporary aisle reoccupations: 92

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 146
Reservations granted: 139
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 2

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7740
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9435
Total stationary ticks: 200419
Seat-event requests: 353
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 847
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 847
Simultaneous arbitration losses: 2

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 362\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 01 | standardDataset=340/342 (99.42%) | crossRowOnlyRiskDispersionDataset=342/342 (100.00%) | seatedDelta=+2 | completionDelta=+0.58% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | crossRowOnlyRiskDispersionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | crossRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:33
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 2
Scenario seed: 6774359765354740939

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 29.57%
Blocker-prone seat share (topology component): 66.96%
Aisle-assignment balance: 99.13%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 834
Passengers seated: 230/230
Average waiting ticks: 373.20
Longest waiting passenger: P119->32I(RIGHT)
Longest waiting ticks: 770

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles19-21:occupied=3:anchor=P154:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 9
Regions dissolved: 1
Repeated reconstructions avoided: 9
Largest region lifetime: 10
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=10
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1824
Maximum occupied tiles: 11
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 8
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1907
Maximum occupied tiles: 16
Seat events: 116
Single-blocker events: 29
Multiple-blocker events: 7
Temporary aisle reoccupations: 43

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 85
Reservations granted: 83
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4846
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6113
Total stationary ticks: 90098
Seat-event requests: 241
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 645
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 1
Middle-bank reservation failures: 2
Active-event deferrals: 645
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 242\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:33
Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 2
Scenario seed: 6774359765354740939

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 29.57%
Blocker-prone seat share (topology component): 66.96%
Aisle-assignment balance: 99.13%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 834
Passengers seated: 230/230
Average waiting ticks: 373.16
Longest waiting passenger: P119->32I(RIGHT)
Longest waiting ticks: 770

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles19-21:occupied=3:anchor=P154:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 9
Regions dissolved: 1
Repeated reconstructions avoided: 9
Largest region lifetime: 10
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=10
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1824
Maximum occupied tiles: 11
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 8
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1907
Maximum occupied tiles: 16
Seat events: 116
Single-blocker events: 29
Multiple-blocker events: 7
Temporary aisle reoccupations: 43

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 85
Reservations granted: 83
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4856
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6107
Total stationary ticks: 90097
Seat-event requests: 240
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 633
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 633
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 241\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 02 | standardDataset=230/230 (100.00%) | crossRowOnlyRiskDispersionDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | crossRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | crossRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:33
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 3
Scenario seed: -2983169693602654470

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 96.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1039
Passengers seated: 282/282
Average waiting ticks: 468.57
Longest waiting passenger: P91->7F(LEFT)
Longest waiting ticks: 992

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2253
Maximum occupied tiles: 12
Seat events: 146
Single-blocker events: 40
Multiple-blocker events: 13
Temporary aisle reoccupations: 66

RIGHT AISLE
-----------
Total moves: 2134
Maximum occupied tiles: 13
Seat events: 136
Single-blocker events: 43
Multiple-blocker events: 18
Temporary aisle reoccupations: 79

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5548
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6857
Total stationary ticks: 136804
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 667
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 667
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 287\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:33
Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 3
Scenario seed: -2983169693602654470

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 96.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1039
Passengers seated: 282/282
Average waiting ticks: 468.50
Longest waiting passenger: P91->7F(LEFT)
Longest waiting ticks: 992

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2253
Maximum occupied tiles: 12
Seat events: 146
Single-blocker events: 40
Multiple-blocker events: 13
Temporary aisle reoccupations: 66

RIGHT AISLE
-----------
Total moves: 2134
Maximum occupied tiles: 13
Seat events: 136
Single-blocker events: 43
Multiple-blocker events: 18
Temporary aisle reoccupations: 79

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5567
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6876
Total stationary ticks: 136809
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 663
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 663
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 287\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 03 | standardDataset=282/282 (100.00%) | crossRowOnlyRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | crossRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | crossRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:33
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 4
Scenario seed: -6788409386054383278

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 96.32%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1294
Passengers seated: 353/353
Average waiting ticks: 582.42
Longest waiting passenger: P234->29F(LEFT)
Longest waiting ticks: 1243

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:age=2:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 28
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=9
Confirmation deferral ticks: 4
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3274
Maximum occupied tiles: 14
Seat events: 183
Single-blocker events: 59
Multiple-blocker events: 24
Temporary aisle reoccupations: 111

RIGHT AISLE
-----------
Total moves: 2915
Maximum occupied tiles: 13
Seat events: 170
Single-blocker events: 47
Multiple-blocker events: 26
Temporary aisle reoccupations: 102

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 150
Reservations granted: 150
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7935
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9847
Total stationary ticks: 212498
Seat-event requests: 379
Failed seat-event starts: 26

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 931
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 26
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 931
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 379\nPrecedence substitutions made: 7\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 8\nOccupied-space rejections: 32\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:33
Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 4
Scenario seed: -6788409386054383278

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 96.32%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1294
Passengers seated: 353/353
Average waiting ticks: 582.91
Longest waiting passenger: P234->29F(LEFT)
Longest waiting ticks: 1243

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles20-22:occupied=3:anchor=P112:selected=P195:directReleases=1:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 50
Regions dissolved: 3
Repeated reconstructions avoided: 50
Largest region lifetime: 28
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=10
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3274
Maximum occupied tiles: 14
Seat events: 183
Single-blocker events: 59
Multiple-blocker events: 24
Temporary aisle reoccupations: 111

RIGHT AISLE
-----------
Total moves: 2915
Maximum occupied tiles: 13
Seat events: 170
Single-blocker events: 47
Multiple-blocker events: 26
Temporary aisle reoccupations: 102

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 151
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7915
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9813
Total stationary ticks: 212643
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 920
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 920
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 380\nPrecedence substitutions made: 6\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 8\nOccupied-space rejections: 33\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 04 | standardDataset=353/353 (100.00%) | crossRowOnlyRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | crossRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | crossRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:33
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 5
Scenario seed: -1539455759581144283

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.09%
Blocker-prone seat share (topology component): 59.26%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2648
Passengers seated: 321/324
Average waiting ticks: 542.01
Longest waiting passenger: P76->29D(RIGHT)
Longest waiting ticks: 2589

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 3
Selected release potential total: 4
Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 48
Regions dissolved: 3
Repeated reconstructions avoided: 48
Largest region lifetime: 28
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=28
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2993
Maximum occupied tiles: 17
Seat events: 162
Single-blocker events: 44
Multiple-blocker events: 20
Temporary aisle reoccupations: 89

RIGHT AISLE
-----------
Total moves: 2686
Maximum occupied tiles: 13
Seat events: 159
Single-blocker events: 46
Multiple-blocker events: 16
Temporary aisle reoccupations: 79

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1677
Reservations granted: 1677
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7409
Longest unresolved passenger ID: 120
Longest unresolved row: 34
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P120(34F/RIGHT) -> P155(33H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 120
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13802
Total stationary ticks: 183765
Seat-event requests: 1871
Failed seat-event starts: 1550

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 155
Critical blocker identity: P155->33H(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P155(33H/RIGHT/WAITING_FOR_SEAT_EVENT)
  P120(34F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1550
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1550
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 803
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1869\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 6\nOccupied-space rejections: 1553\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:33
Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 5
Scenario seed: -1539455759581144283

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.09%
Blocker-prone seat share (topology component): 59.26%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2648
Passengers seated: 321/324
Average waiting ticks: 542.01
Longest waiting passenger: P76->29D(RIGHT)
Longest waiting ticks: 2589

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 3
Selected release potential total: 4
Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 48
Regions dissolved: 3
Repeated reconstructions avoided: 48
Largest region lifetime: 28
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=28
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2993
Maximum occupied tiles: 17
Seat events: 162
Single-blocker events: 44
Multiple-blocker events: 20
Temporary aisle reoccupations: 89

RIGHT AISLE
-----------
Total moves: 2686
Maximum occupied tiles: 13
Seat events: 159
Single-blocker events: 46
Multiple-blocker events: 16
Temporary aisle reoccupations: 79

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1677
Reservations granted: 1677
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7409
Longest unresolved passenger ID: 120
Longest unresolved row: 34
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P120(34F/RIGHT) -> P155(33H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 120
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13802
Total stationary ticks: 183765
Seat-event requests: 1871
Failed seat-event starts: 1550

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 155
Critical blocker identity: P155->33H(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P155(33H/RIGHT/WAITING_FOR_SEAT_EVENT)
  P120(34F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1550
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1550
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 803
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1869\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 6\nOccupied-space rejections: 1553\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 05 | standardDataset=321/324 (99.07%) | crossRowOnlyRiskDispersionDataset=321/324 (99.07%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | crossRowOnlyRiskDispersionWorse=false | standardFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL | crossRowOnlyRiskDispersionFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:33
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 6
Scenario seed: 7742126381252513624

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 67.15%
Aisle-assignment balance: 97.81%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 976
Passengers seated: 274/274
Average waiting ticks: 447.86
Longest waiting passenger: P149->11B(LEFT)
Longest waiting ticks: 959

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: LEFT:tiles16-20:occupied=5:anchor=P131:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 32
Regions dissolved: 1
Repeated reconstructions avoided: 32
Largest region lifetime: 33
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=33
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2259
Maximum occupied tiles: 14
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 13
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2028
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 42
Multiple-blocker events: 13
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 97
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5804
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7222
Total stationary ticks: 127794
Seat-event requests: 286
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 642
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 642
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:33
Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 6
Scenario seed: 7742126381252513624

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 67.15%
Aisle-assignment balance: 97.81%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 976
Passengers seated: 274/274
Average waiting ticks: 447.86
Longest waiting passenger: P149->11B(LEFT)
Longest waiting ticks: 959

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: LEFT:tiles16-20:occupied=5:anchor=P131:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 32
Regions dissolved: 1
Repeated reconstructions avoided: 32
Largest region lifetime: 33
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=33
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2259
Maximum occupied tiles: 14
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 13
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2028
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 42
Multiple-blocker events: 13
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 97
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5804
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7222
Total stationary ticks: 127794
Seat-event requests: 286
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 642
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 642
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 06 | standardDataset=274/274 (100.00%) | crossRowOnlyRiskDispersionDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | crossRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | crossRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:33
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 7
Scenario seed: 7812629052322237302

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 69.80%
Aisle-assignment balance: 93.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 929
Passengers seated: 245/245
Average waiting ticks: 398.22
Longest waiting passenger: P129->29C(LEFT)
Longest waiting ticks: 875

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 4
Last cluster decision: LEFT:tiles13-15:occupied=3:anchor=P13:selected=P74:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 33
Regions dissolved: 2
Repeated reconstructions avoided: 33
Largest region lifetime: 21
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=21
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1992
Maximum occupied tiles: 12
Seat events: 131
Single-blocker events: 39
Multiple-blocker events: 13
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 1826
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 37
Multiple-blocker events: 7
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 81
Reservations granted: 81
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4946
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6097
Total stationary ticks: 101759
Seat-event requests: 261
Failed seat-event starts: 16

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 578
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 16
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 578
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 259\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:33
Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 7
Scenario seed: 7812629052322237302

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 69.80%
Aisle-assignment balance: 93.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 929
Passengers seated: 245/245
Average waiting ticks: 398.22
Longest waiting passenger: P129->29C(LEFT)
Longest waiting ticks: 875

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 4
Last cluster decision: LEFT:tiles13-15:occupied=3:anchor=P13:selected=P74:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 33
Regions dissolved: 2
Repeated reconstructions avoided: 33
Largest region lifetime: 21
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=21
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1992
Maximum occupied tiles: 12
Seat events: 131
Single-blocker events: 39
Multiple-blocker events: 13
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 1826
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 37
Multiple-blocker events: 7
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 81
Reservations granted: 81
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4946
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6097
Total stationary ticks: 101759
Seat-event requests: 261
Failed seat-event starts: 16

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 578
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 16
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 578
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 259\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 07 | standardDataset=245/245 (100.00%) | crossRowOnlyRiskDispersionDataset=245/245 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | crossRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | crossRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:33
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 8
Scenario seed: 8571474473319374705

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1005
Passengers seated: 282/282
Average waiting ticks: 469.83
Longest waiting passenger: P97->18I(RIGHT)
Longest waiting ticks: 959

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 3
Executable cluster candidates: 3
Rejected cluster candidates: 0
Cluster selections: 3
Cluster-selected events started: 4
Largest detected cluster: 4
Selected release potential total: 7
Last cluster decision: RIGHT:tiles16-19:occupied=3:anchor=P38:selected=P122:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 26
Regions dissolved: 3
Repeated reconstructions avoided: 26
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=9
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2233
Maximum occupied tiles: 15
Seat events: 140
Single-blocker events: 37
Multiple-blocker events: 9
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2168
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 14
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 99
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5578
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7004
Total stationary ticks: 137204
Seat-event requests: 300
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 768
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 768
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 8\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:33
Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 8
Scenario seed: 8571474473319374705

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1005
Passengers seated: 282/282
Average waiting ticks: 469.83
Longest waiting passenger: P97->18I(RIGHT)
Longest waiting ticks: 959

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 3
Executable cluster candidates: 3
Rejected cluster candidates: 0
Cluster selections: 3
Cluster-selected events started: 4
Largest detected cluster: 4
Selected release potential total: 7
Last cluster decision: RIGHT:tiles16-19:occupied=3:anchor=P38:selected=P122:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 26
Regions dissolved: 3
Repeated reconstructions avoided: 26
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=9
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2233
Maximum occupied tiles: 15
Seat events: 140
Single-blocker events: 37
Multiple-blocker events: 9
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2168
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 14
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 99
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5578
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7004
Total stationary ticks: 137204
Seat-event requests: 300
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 768
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 768
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 8\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 08 | standardDataset=282/282 (100.00%) | crossRowOnlyRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=3 | clusterStarts=4 | convertedToSuccess=false | crossRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | crossRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:33
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 9
Scenario seed: -5079532308886993201

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 96.32%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1297
Passengers seated: 353/353
Average waiting ticks: 586.85
Longest waiting passenger: P11->7D(RIGHT)
Longest waiting ticks: 1233

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 5
Last cluster decision: LEFT:tiles27-30:occupied=3:anchor=P73:selected=P121:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 46
Regions dissolved: 3
Repeated reconstructions avoided: 46
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=9
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3024
Maximum occupied tiles: 13
Seat events: 170
Single-blocker events: 62
Multiple-blocker events: 22
Temporary aisle reoccupations: 112

RIGHT AISLE
-----------
Total moves: 3132
Maximum occupied tiles: 15
Seat events: 183
Single-blocker events: 51
Multiple-blocker events: 24
Temporary aisle reoccupations: 106

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 158
Reservations granted: 158
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7652
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9386
Total stationary ticks: 213688
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 838
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 838
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 379\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:33
Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 9
Scenario seed: -5079532308886993201

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 96.32%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1297
Passengers seated: 353/353
Average waiting ticks: 586.88
Longest waiting passenger: P11->7D(RIGHT)
Longest waiting ticks: 1233

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 5
Last cluster decision: LEFT:tiles27-30:occupied=3:anchor=P73:selected=P121:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 46
Regions dissolved: 3
Repeated reconstructions avoided: 46
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=9
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3024
Maximum occupied tiles: 13
Seat events: 170
Single-blocker events: 62
Multiple-blocker events: 22
Temporary aisle reoccupations: 112

RIGHT AISLE
-----------
Total moves: 3132
Maximum occupied tiles: 15
Seat events: 183
Single-blocker events: 51
Multiple-blocker events: 24
Temporary aisle reoccupations: 106

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 158
Reservations granted: 158
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7638
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9374
Total stationary ticks: 213685
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 840
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 840
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 379\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 09 | standardDataset=353/353 (100.00%) | crossRowOnlyRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | crossRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | crossRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:33
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 10
Scenario seed: -5958035683947804296

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 874
Passengers seated: 235/235
Average waiting ticks: 396.99
Longest waiting passenger: P145->27H(RIGHT)
Longest waiting ticks: 820

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1708
Maximum occupied tiles: 11
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1728
Maximum occupied tiles: 10
Seat events: 120
Single-blocker events: 34
Multiple-blocker events: 13
Temporary aisle reoccupations: 63

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 121
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4162
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5219
Total stationary ticks: 96696
Seat-event requests: 239
Failed seat-event starts: 4

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 4
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:33
Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 10
Scenario seed: -5958035683947804296

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 873
Passengers seated: 235/235
Average waiting ticks: 396.28
Longest waiting passenger: P145->27H(RIGHT)
Longest waiting ticks: 819

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1708
Maximum occupied tiles: 11
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1728
Maximum occupied tiles: 10
Seat events: 120
Single-blocker events: 34
Multiple-blocker events: 13
Temporary aisle reoccupations: 63

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 121
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4219
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5248
Total stationary ticks: 96582
Seat-event requests: 239
Failed seat-event starts: 4

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 517
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 4
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 517
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 247\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 10 | standardDataset=235/235 (100.00%) | crossRowOnlyRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | crossRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | crossRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:33
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 11
Scenario seed: -1147877779561771185

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.85%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 709
Passengers seated: 192/192
Average waiting ticks: 309.80
Longest waiting passenger: P7->27F(LEFT)
Longest waiting ticks: 650

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 16
Regions dissolved: 2
Repeated reconstructions avoided: 16
Largest region lifetime: 14
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1362
Maximum occupied tiles: 11
Seat events: 99
Single-blocker events: 30
Multiple-blocker events: 8
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1394
Maximum occupied tiles: 12
Seat events: 93
Single-blocker events: 26
Multiple-blocker events: 3
Temporary aisle reoccupations: 32

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 101
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3726
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4717
Total stationary ticks: 62697
Seat-event requests: 199
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 486
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 486
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 199\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:33
Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 11
Scenario seed: -1147877779561771185

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.85%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 709
Passengers seated: 192/192
Average waiting ticks: 309.80
Longest waiting passenger: P7->27F(LEFT)
Longest waiting ticks: 650

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 16
Regions dissolved: 2
Repeated reconstructions avoided: 16
Largest region lifetime: 14
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1362
Maximum occupied tiles: 11
Seat events: 99
Single-blocker events: 30
Multiple-blocker events: 8
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1394
Maximum occupied tiles: 12
Seat events: 93
Single-blocker events: 26
Multiple-blocker events: 3
Temporary aisle reoccupations: 32

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 101
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3726
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4717
Total stationary ticks: 62697
Seat-event requests: 199
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 486
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 486
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 199\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 11 | standardDataset=192/192 (100.00%) | crossRowOnlyRiskDispersionDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | crossRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | crossRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:33
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 12
Scenario seed: -1419555593767643522

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.88%
Blocker-prone seat share (topology component): 74.02%
Aisle-assignment balance: 99.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 721
Passengers seated: 204/204
Average waiting ticks: 326.59
Longest waiting passenger: P101->2C(LEFT)
Longest waiting ticks: 684

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles24-26:occupied=3:anchor=P133:selected=P94:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1503
Maximum occupied tiles: 12
Seat events: 103
Single-blocker events: 22
Multiple-blocker events: 9
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1416
Maximum occupied tiles: 10
Seat events: 101
Single-blocker events: 17
Multiple-blocker events: 10
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 110
Reservations granted: 110
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3837
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4685
Total stationary ticks: 69817
Seat-event requests: 214
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 438
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 438
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 213\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:33
Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 12
Scenario seed: -1419555593767643522

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.88%
Blocker-prone seat share (topology component): 74.02%
Aisle-assignment balance: 99.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 721
Passengers seated: 204/204
Average waiting ticks: 326.65
Longest waiting passenger: P101->2C(LEFT)
Longest waiting ticks: 684

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles24-26:occupied=3:anchor=P133:selected=P94:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1503
Maximum occupied tiles: 12
Seat events: 103
Single-blocker events: 22
Multiple-blocker events: 9
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1416
Maximum occupied tiles: 10
Seat events: 101
Single-blocker events: 17
Multiple-blocker events: 10
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 110
Reservations granted: 110
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3827
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4670
Total stationary ticks: 69812
Seat-event requests: 214
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 440
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 440
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 213\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 12 | standardDataset=204/204 (100.00%) | crossRowOnlyRiskDispersionDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | crossRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | crossRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:33
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 13
Scenario seed: -7851773457640452136

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 66.06%
Aisle-assignment balance: 95.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1010
Passengers seated: 274/274
Average waiting ticks: 449.14
Longest waiting passenger: P104->19D(RIGHT)
Longest waiting ticks: 949

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1978
Maximum occupied tiles: 14
Seat events: 131
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 2277
Maximum occupied tiles: 13
Seat events: 143
Single-blocker events: 29
Multiple-blocker events: 19
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 93
Reservations granted: 93
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5688
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7086
Total stationary ticks: 127972
Seat-event requests: 283
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 716
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 716
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 283\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:33
Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 13
Scenario seed: -7851773457640452136

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 66.06%
Aisle-assignment balance: 95.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1010
Passengers seated: 274/274
Average waiting ticks: 449.14
Longest waiting passenger: P104->19D(RIGHT)
Longest waiting ticks: 949

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1978
Maximum occupied tiles: 14
Seat events: 131
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 2277
Maximum occupied tiles: 13
Seat events: 143
Single-blocker events: 29
Multiple-blocker events: 19
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 93
Reservations granted: 93
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5688
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7086
Total stationary ticks: 127972
Seat-event requests: 283
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 716
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 716
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 283\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 13 | standardDataset=274/274 (100.00%) | crossRowOnlyRiskDispersionDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | crossRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | crossRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:33
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 14
Scenario seed: -2266351266638417809

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.10%
Blocker-prone seat share (topology component): 57.84%
Aisle-assignment balance: 95.42%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1130
Passengers seated: 306/306
Average waiting ticks: 500.87
Longest waiting passenger: P81->12D(LEFT)
Longest waiting ticks: 1059

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 7
Selected release potential total: 10
Last cluster decision: RIGHT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 59
Regions dissolved: 4
Repeated reconstructions avoided: 59
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=8
Confirmation deferral ticks: 6
Regions reaching confirmation: 2
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2638
Maximum occupied tiles: 12
Seat events: 160
Single-blocker events: 50
Multiple-blocker events: 25
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2661
Maximum occupied tiles: 14
Seat events: 146
Single-blocker events: 42
Multiple-blocker events: 16
Temporary aisle reoccupations: 77

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 137
Reservations granted: 135
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6785
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8504
Total stationary ticks: 159242
Seat-event requests: 329
Failed seat-event starts: 23

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 770
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 23
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 770
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 329\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 25\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:33
Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 14
Scenario seed: -2266351266638417809

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.10%
Blocker-prone seat share (topology component): 57.84%
Aisle-assignment balance: 95.42%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1130
Passengers seated: 306/306
Average waiting ticks: 500.86
Longest waiting passenger: P81->12D(LEFT)
Longest waiting ticks: 1059

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 7
Selected release potential total: 10
Last cluster decision: RIGHT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 59
Regions dissolved: 4
Repeated reconstructions avoided: 59
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=8
Confirmation deferral ticks: 6
Regions reaching confirmation: 2
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2638
Maximum occupied tiles: 12
Seat events: 160
Single-blocker events: 50
Multiple-blocker events: 25
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2661
Maximum occupied tiles: 14
Seat events: 146
Single-blocker events: 42
Multiple-blocker events: 16
Temporary aisle reoccupations: 77

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 137
Reservations granted: 135
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6790
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8497
Total stationary ticks: 159240
Seat-event requests: 329
Failed seat-event starts: 23

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 765
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 23
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 765
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 329\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 25\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 14 | standardDataset=306/306 (100.00%) | crossRowOnlyRiskDispersionDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | crossRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | crossRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:33
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 15
Scenario seed: -2981123562452203872

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 74.54%
Aisle-assignment balance: 91.67%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 827
Passengers seated: 216/216
Average waiting ticks: 352.35
Longest waiting passenger: P41->23D(LEFT)
Longest waiting ticks: 777

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1633
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 31
Multiple-blocker events: 12
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1499
Maximum occupied tiles: 12
Seat events: 99
Single-blocker events: 22
Multiple-blocker events: 5
Temporary aisle reoccupations: 35

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 118
Reservations granted: 110
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4072
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5134
Total stationary ticks: 79643
Seat-event requests: 220
Failed seat-event starts: 4

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 467
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 4
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 467
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 229\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:33
Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 15
Scenario seed: -2981123562452203872

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 74.54%
Aisle-assignment balance: 91.67%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 827
Passengers seated: 216/216
Average waiting ticks: 352.35
Longest waiting passenger: P41->23D(LEFT)
Longest waiting ticks: 777

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1633
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 31
Multiple-blocker events: 12
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1499
Maximum occupied tiles: 12
Seat events: 99
Single-blocker events: 22
Multiple-blocker events: 5
Temporary aisle reoccupations: 35

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 118
Reservations granted: 110
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4072
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5134
Total stationary ticks: 79643
Seat-event requests: 220
Failed seat-event starts: 4

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 467
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 4
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 467
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 229\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 15 | standardDataset=216/216 (100.00%) | crossRowOnlyRiskDispersionDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | crossRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | crossRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:33
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 16
Scenario seed: 7615657183330099130

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 26.47%
Blocker-prone seat share (topology component): 61.76%
Aisle-assignment balance: 98.69%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1120
Passengers seated: 306/306
Average waiting ticks: 522.28
Longest waiting passenger: P249->15B(LEFT)
Longest waiting ticks: 1061

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2760
Maximum occupied tiles: 11
Seat events: 155
Single-blocker events: 40
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2552
Maximum occupied tiles: 11
Seat events: 151
Single-blocker events: 34
Multiple-blocker events: 19
Temporary aisle reoccupations: 74

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 131
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6164
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7555
Total stationary ticks: 164974
Seat-event requests: 326
Failed seat-event starts: 20

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 732
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 20
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 732
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 325\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:33
Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 16
Scenario seed: 7615657183330099130

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 26.47%
Blocker-prone seat share (topology component): 61.76%
Aisle-assignment balance: 98.69%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1120
Passengers seated: 306/306
Average waiting ticks: 522.28
Longest waiting passenger: P249->15B(LEFT)
Longest waiting ticks: 1061

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2760
Maximum occupied tiles: 11
Seat events: 155
Single-blocker events: 40
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2552
Maximum occupied tiles: 11
Seat events: 151
Single-blocker events: 34
Multiple-blocker events: 19
Temporary aisle reoccupations: 74

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 131
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6164
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7555
Total stationary ticks: 164974
Seat-event requests: 326
Failed seat-event starts: 20

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 732
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 20
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 732
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 325\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 16 | standardDataset=306/306 (100.00%) | crossRowOnlyRiskDispersionDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | crossRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | crossRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:33
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 17
Scenario seed: -589593398444675577

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.76%
Blocker-prone seat share (topology component): 60.46%
Aisle-assignment balance: 98.69%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1092
Passengers seated: 306/306
Average waiting ticks: 503.19
Longest waiting passenger: P130->12G(LEFT)
Longest waiting ticks: 1030

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2855
Maximum occupied tiles: 14
Seat events: 155
Single-blocker events: 36
Multiple-blocker events: 15
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2452
Maximum occupied tiles: 12
Seat events: 151
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 69

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 138
Reservations granted: 138
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6426
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7736
Total stationary ticks: 159435
Seat-event requests: 323
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 665
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 665
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 323\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:33
Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 17
Scenario seed: -589593398444675577

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.76%
Blocker-prone seat share (topology component): 60.46%
Aisle-assignment balance: 98.69%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1092
Passengers seated: 306/306
Average waiting ticks: 503.19
Longest waiting passenger: P130->12G(LEFT)
Longest waiting ticks: 1030

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2855
Maximum occupied tiles: 14
Seat events: 155
Single-blocker events: 36
Multiple-blocker events: 15
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2452
Maximum occupied tiles: 12
Seat events: 151
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 69

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 138
Reservations granted: 138
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6426
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7736
Total stationary ticks: 159435
Seat-event requests: 323
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 665
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 665
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 323\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 17 | standardDataset=306/306 (100.00%) | crossRowOnlyRiskDispersionDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | crossRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | crossRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:33
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 18
Scenario seed: 9189613142654246273

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.08%
Blocker-prone seat share (topology component): 59.72%
Aisle-assignment balance: 92.36%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2607
Passengers seated: 264/288
Average waiting ticks: 486.74
Longest waiting passenger: P20->29E(RIGHT)
Longest waiting ticks: 2565

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 27
Cluster candidates evaluated: 26
Executable cluster candidates: 1
Rejected cluster candidates: 25
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 24
Selected release potential total: 2
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 2122
Regions dissolved: 1
Repeated reconstructions avoided: 2122
Largest region lifetime: 2110
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2110:occupied=24
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1867
State changes reopening evaluation: 26
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2733
Maximum occupied tiles: 12
Seat events: 155
Single-blocker events: 44
Multiple-blocker events: 11
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2201
Maximum occupied tiles: 29
Seat events: 109
Single-blocker events: 34
Multiple-blocker events: 6
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2019
Reservations granted: 2019
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 22
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 42103
Longest unresolved passenger ID: 97
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 19
Longest dependency chain: P134(15J/RIGHT) -> P139(27G/RIGHT) -> P119(29H/RIGHT) -> P195(16I/RIGHT) -> P244(16D/RIGHT) -> P116(25J/RIGHT) -> P91(25I/RIGHT) -> P49(24G/RIGHT) -> P120(21H/RIGHT) -> P53(33F/RIGHT) -> P275(29I/RIGHT) -> P72(25E/RIGHT) -> P92(27I/RIGHT) -> P83(31J/RIGHT) -> P40(33H/RIGHT) -> P255(29D/RIGHT) -> P284(30H/RIGHT) -> P82(32I/RIGHT) -> P20(29E/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 134
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 22
Total blocked ticks: 52556
Total stationary ticks: 186649
Seat-event requests: 2182
Failed seat-event starts: 1918

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 20
Critical blocker identity: P20->29E(RIGHT)
Direct fan-out: 1
Total indirect descendants: 18
Critical tree size including blocker: 19
Critical tree depth: 19
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 24
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P20(29E/RIGHT/WAITING_FOR_SEAT_EVENT)
  P82(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P284(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P255(29D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P40(33H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P83(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P92(27I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P72(25E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P275(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P53(33F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P120(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P49(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P91(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P116(25J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P244(16D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P195(16I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P119(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P139(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P134(15J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1859
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 145
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1859
Rear-boundary failures: 59
Middle-bank reservation failures: 0
Active-event deferrals: 861
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 5
Yield-occupant trace: yieldOccupant[145]: P145(33I/RIGHT/MOVING_IN_AISLE@tile31) -> P283(33J/RIGHT/MOVING_IN_AISLE@tile32) -> P202(35I/RIGHT/MOVING_IN_AISLE@tile33) -> P97(36J/RIGHT/MOVING_IN_AISLE@tile34) -> P99(35D/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P99->35D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P145{seat=33I,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=31,directBlocker=283,lastMoveTick=592,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: 145
Final row-event chain: 20|145|283|202|97|99
Final row-event chain length: 6
Distinct row events in chain: 6
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2181\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 1861\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:33
Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 18
Scenario seed: 9189613142654246273

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.08%
Blocker-prone seat share (topology component): 59.72%
Aisle-assignment balance: 92.36%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1105
Passengers seated: 288/288
Average waiting ticks: 480.43
Longest waiting passenger: P61->22G(LEFT)
Longest waiting ticks: 1058

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 4
Last cluster decision: RIGHT:tiles8-10:occupied=3:anchor=P27:selected=P155:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 21
Regions dissolved: 2
Repeated reconstructions avoided: 21
Largest region lifetime: 14
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=9
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2733
Maximum occupied tiles: 12
Seat events: 155
Single-blocker events: 43
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2324
Maximum occupied tiles: 12
Seat events: 133
Single-blocker events: 40
Multiple-blocker events: 13
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 126
Reservations granted: 126
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6204
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7545
Total stationary ticks: 143677
Seat-event requests: 305
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 669
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 669
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 18 | standardDataset=264/288 (91.67%) | crossRowOnlyRiskDispersionDataset=288/288 (100.00%) | seatedDelta=+24 | completionDelta=+8.33% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=true | crossRowOnlyRiskDispersionWorse=false | standardFamily=MOVING_PASSENGER_YIELD_CHAIN | crossRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:33
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 19
Scenario seed: -37205220229494259

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 60.23%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2708
Passengers seated: 335/342
Average waiting ticks: 565.21
Longest waiting passenger: P76->35F(LEFT)
Longest waiting ticks: 2668

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 5
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 7
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1653
Regions dissolved: 1
Repeated reconstructions avoided: 1653
Largest region lifetime: 1632
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1632:occupied=7
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1538
State changes reopening evaluation: 4
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2958
Maximum occupied tiles: 16
Seat events: 170
Single-blocker events: 36
Multiple-blocker events: 20
Temporary aisle reoccupations: 79

RIGHT AISLE
-----------
Total moves: 2954
Maximum occupied tiles: 14
Seat events: 165
Single-blocker events: 38
Multiple-blocker events: 22
Temporary aisle reoccupations: 84

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1697
Reservations granted: 1695
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 6
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 10232
Longest unresolved passenger ID: 106
Longest unresolved row: 35
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 7
Longest dependency chain: P207(34C/LEFT) -> P200(36E/LEFT) -> P162(32B/LEFT) -> P18(33D/LEFT) -> P161(34B/LEFT) -> P106(35A/LEFT) -> P76(35F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 207
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20384
Total stationary ticks: 209293
Seat-event requests: 1907
Failed seat-event starts: 1572

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 76
Critical blocker identity: P76->35F(LEFT)
Direct fan-out: 1
Total indirect descendants: 6
Critical tree size including blocker: 7
Critical tree depth: 7
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 7
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P76(35F/LEFT/WAITING_FOR_SEAT_EVENT)
  P106(35A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P161(34B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P18(33D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P162(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P200(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P207(34C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1555
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 36|37
Critical blocker unavailable yield tiles: 37
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 17
Rear-boundary failures: 1555
Middle-bank reservation failures: 2
Active-event deferrals: 979
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 36|37
Current unavailable yield tiles: 37
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1909\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:33
Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 19
Scenario seed: -37205220229494259

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 60.23%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2708
Passengers seated: 335/342
Average waiting ticks: 565.21
Longest waiting passenger: P76->35F(LEFT)
Longest waiting ticks: 2668

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 5
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 7
Selected release potential total: 0
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1653
Regions dissolved: 1
Repeated reconstructions avoided: 1653
Largest region lifetime: 1632
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1632:occupied=7
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1538
State changes reopening evaluation: 4
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2958
Maximum occupied tiles: 16
Seat events: 170
Single-blocker events: 36
Multiple-blocker events: 20
Temporary aisle reoccupations: 79

RIGHT AISLE
-----------
Total moves: 2954
Maximum occupied tiles: 14
Seat events: 165
Single-blocker events: 38
Multiple-blocker events: 22
Temporary aisle reoccupations: 84

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1697
Reservations granted: 1695
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 6
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 10232
Longest unresolved passenger ID: 106
Longest unresolved row: 35
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 7
Longest dependency chain: P207(34C/LEFT) -> P200(36E/LEFT) -> P162(32B/LEFT) -> P18(33D/LEFT) -> P161(34B/LEFT) -> P106(35A/LEFT) -> P76(35F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 207
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20384
Total stationary ticks: 209293
Seat-event requests: 1907
Failed seat-event starts: 1572

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 76
Critical blocker identity: P76->35F(LEFT)
Direct fan-out: 1
Total indirect descendants: 6
Critical tree size including blocker: 7
Critical tree depth: 7
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 7
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P76(35F/LEFT/WAITING_FOR_SEAT_EVENT)
  P106(35A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P161(34B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P18(33D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P162(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P200(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P207(34C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1555
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 36|37
Critical blocker unavailable yield tiles: 37
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 17
Rear-boundary failures: 1555
Middle-bank reservation failures: 2
Active-event deferrals: 979
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 36|37
Current unavailable yield tiles: 37
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1909\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 19 | standardDataset=335/342 (97.95%) | crossRowOnlyRiskDispersionDataset=335/342 (97.95%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | crossRowOnlyRiskDispersionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | crossRowOnlyRiskDispersionFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:34
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 20
Scenario seed: -955376728611839717

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.75%
Blocker-prone seat share (topology component): 66.06%
Aisle-assignment balance: 91.24%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1040
Passengers seated: 274/274
Average waiting ticks: 451.03
Longest waiting passenger: P132->12A(LEFT)
Longest waiting ticks: 994

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles17-19:occupied=3:anchor=P120:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 66
Regions dissolved: 2
Repeated reconstructions avoided: 66
Largest region lifetime: 57
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2300
Maximum occupied tiles: 14
Seat events: 149
Single-blocker events: 40
Multiple-blocker events: 14
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1973
Maximum occupied tiles: 13
Seat events: 125
Single-blocker events: 41
Multiple-blocker events: 13
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 93
Reservations granted: 90
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5614
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7412
Total stationary ticks: 128629
Seat-event requests: 292
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 823
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 823
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:34
Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 20
Scenario seed: -955376728611839717

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.75%
Blocker-prone seat share (topology component): 66.06%
Aisle-assignment balance: 91.24%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1040
Passengers seated: 274/274
Average waiting ticks: 451.01
Longest waiting passenger: P132->12A(LEFT)
Longest waiting ticks: 994

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles17-19:occupied=3:anchor=P120:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 66
Regions dissolved: 2
Repeated reconstructions avoided: 66
Largest region lifetime: 57
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2300
Maximum occupied tiles: 14
Seat events: 149
Single-blocker events: 40
Multiple-blocker events: 14
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1973
Maximum occupied tiles: 13
Seat events: 125
Single-blocker events: 41
Multiple-blocker events: 13
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 93
Reservations granted: 90
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5629
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7420
Total stationary ticks: 128632
Seat-event requests: 292
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 823
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 823
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 20 | standardDataset=274/274 (100.00%) | crossRowOnlyRiskDispersionDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | crossRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | crossRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:34
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 21
Scenario seed: -6035631021244819435

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.02%
Blocker-prone seat share (topology component): 66.94%
Aisle-assignment balance: 99.59%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 866
Passengers seated: 245/245
Average waiting ticks: 396.93
Longest waiting passenger: P204->12E(LEFT)
Longest waiting ticks: 815

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1863
Maximum occupied tiles: 12
Seat events: 123
Single-blocker events: 31
Multiple-blocker events: 13
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1926
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 26
Multiple-blocker events: 9
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 80
Reservations granted: 79
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4777
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5881
Total stationary ticks: 101293
Seat-event requests: 252
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 253\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:34
Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 21
Scenario seed: -6035631021244819435

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.02%
Blocker-prone seat share (topology component): 66.94%
Aisle-assignment balance: 99.59%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 866
Passengers seated: 245/245
Average waiting ticks: 396.93
Longest waiting passenger: P204->12E(LEFT)
Longest waiting ticks: 815

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1863
Maximum occupied tiles: 12
Seat events: 123
Single-blocker events: 31
Multiple-blocker events: 13
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1926
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 26
Multiple-blocker events: 9
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 80
Reservations granted: 79
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4777
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5881
Total stationary ticks: 101293
Seat-event requests: 252
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 253\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 21 | standardDataset=245/245 (100.00%) | crossRowOnlyRiskDispersionDataset=245/245 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | crossRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | crossRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:34
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 22
Scenario seed: -3213233570023646740

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.47%
Blocker-prone seat share (topology component): 59.88%
Aisle-assignment balance: 96.91%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1188
Passengers seated: 324/324
Average waiting ticks: 537.88
Longest waiting passenger: P21->10F(RIGHT)
Longest waiting ticks: 1122

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 26
Regions dissolved: 2
Repeated reconstructions avoided: 26
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2697
Maximum occupied tiles: 12
Seat events: 157
Single-blocker events: 51
Multiple-blocker events: 16
Temporary aisle reoccupations: 84

RIGHT AISLE
-----------
Total moves: 2911
Maximum occupied tiles: 13
Seat events: 167
Single-blocker events: 44
Multiple-blocker events: 19
Temporary aisle reoccupations: 88

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 141
Reservations granted: 141
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6673
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8320
Total stationary ticks: 180004
Seat-event requests: 337
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 803
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 803
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 336\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:34
Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 22
Scenario seed: -3213233570023646740

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.47%
Blocker-prone seat share (topology component): 59.88%
Aisle-assignment balance: 96.91%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1188
Passengers seated: 324/324
Average waiting ticks: 537.88
Longest waiting passenger: P21->10F(RIGHT)
Longest waiting ticks: 1122

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 26
Regions dissolved: 2
Repeated reconstructions avoided: 26
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2697
Maximum occupied tiles: 12
Seat events: 157
Single-blocker events: 51
Multiple-blocker events: 16
Temporary aisle reoccupations: 84

RIGHT AISLE
-----------
Total moves: 2911
Maximum occupied tiles: 13
Seat events: 167
Single-blocker events: 44
Multiple-blocker events: 19
Temporary aisle reoccupations: 88

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 141
Reservations granted: 141
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6673
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8320
Total stationary ticks: 180004
Seat-event requests: 337
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 803
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 803
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 336\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 22 | standardDataset=324/324 (100.00%) | crossRowOnlyRiskDispersionDataset=324/324 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | crossRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | crossRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:34
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 23
Scenario seed: -2743758625516220443

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.40%
Blocker-prone seat share (topology component): 59.26%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1157
Passengers seated: 324/324
Average waiting ticks: 536.26
Longest waiting passenger: P24->19B(LEFT)
Longest waiting ticks: 1089

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 44
Regions dissolved: 3
Repeated reconstructions avoided: 44
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2827
Maximum occupied tiles: 14
Seat events: 162
Single-blocker events: 45
Multiple-blocker events: 24
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2812
Maximum occupied tiles: 13
Seat events: 162
Single-blocker events: 45
Multiple-blocker events: 20
Temporary aisle reoccupations: 89

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 135
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7014
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8489
Total stationary ticks: 179693
Seat-event requests: 351
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 722
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 722
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 350\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 33\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:34
Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 23
Scenario seed: -2743758625516220443

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.40%
Blocker-prone seat share (topology component): 59.26%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1156
Passengers seated: 324/324
Average waiting ticks: 535.67
Longest waiting passenger: P24->19B(LEFT)
Longest waiting ticks: 1088

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 44
Regions dissolved: 3
Repeated reconstructions avoided: 44
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2827
Maximum occupied tiles: 14
Seat events: 162
Single-blocker events: 45
Multiple-blocker events: 24
Temporary aisle reoccupations: 98

RIGHT AISLE
-----------
Total moves: 2812
Maximum occupied tiles: 13
Seat events: 162
Single-blocker events: 45
Multiple-blocker events: 20
Temporary aisle reoccupations: 88

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 136
Reservations granted: 135
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7038
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8496
Total stationary ticks: 179523
Seat-event requests: 351
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 710
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 710
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 351\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 33\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 23 | standardDataset=324/324 (100.00%) | crossRowOnlyRiskDispersionDataset=324/324 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | crossRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | crossRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:34
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 24
Scenario seed: 3130129287815217888

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1289
Passengers seated: 353/353
Average waiting ticks: 583.67
Longest waiting passenger: P108->36B(LEFT)
Longest waiting ticks: 1201

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 48
Regions dissolved: 3
Repeated reconstructions avoided: 48
Largest region lifetime: 25
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3174
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 53
Multiple-blocker events: 21
Temporary aisle reoccupations: 100

RIGHT AISLE
-----------
Total moves: 2988
Maximum occupied tiles: 13
Seat events: 172
Single-blocker events: 37
Multiple-blocker events: 34
Temporary aisle reoccupations: 110

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 157
Reservations granted: 157
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7510
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9163
Total stationary ticks: 212394
Seat-event requests: 374
Failed seat-event starts: 21

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 821
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 21
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 821
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:34
Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 24
Scenario seed: 3130129287815217888

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1289
Passengers seated: 353/353
Average waiting ticks: 583.67
Longest waiting passenger: P108->36B(LEFT)
Longest waiting ticks: 1201

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 48
Regions dissolved: 3
Repeated reconstructions avoided: 48
Largest region lifetime: 25
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3174
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 53
Multiple-blocker events: 21
Temporary aisle reoccupations: 100

RIGHT AISLE
-----------
Total moves: 2988
Maximum occupied tiles: 13
Seat events: 172
Single-blocker events: 37
Multiple-blocker events: 34
Temporary aisle reoccupations: 110

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 157
Reservations granted: 157
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7510
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9163
Total stationary ticks: 212394
Seat-event requests: 374
Failed seat-event starts: 21

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 821
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 21
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 821
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 24 | standardDataset=353/353 (100.00%) | crossRowOnlyRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | crossRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | crossRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:34
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 25
Scenario seed: -6740794082893594637

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 854
Passengers seated: 235/235
Average waiting ticks: 382.86
Longest waiting passenger: P51->4F(LEFT)
Longest waiting ticks: 808

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1751
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 28
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1669
Maximum occupied tiles: 12
Seat events: 113
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 132
Reservations granted: 126
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4458
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5437
Total stationary ticks: 93682
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 470
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 470
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:34
Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 25
Scenario seed: -6740794082893594637

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 854
Passengers seated: 235/235
Average waiting ticks: 382.87
Longest waiting passenger: P51->4F(LEFT)
Longest waiting ticks: 808

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1751
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 28
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1669
Maximum occupied tiles: 12
Seat events: 113
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 132
Reservations granted: 126
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4463
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5437
Total stationary ticks: 93682
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 472
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 472
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 25 | standardDataset=235/235 (100.00%) | crossRowOnlyRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | crossRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | crossRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:34
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 26
Scenario seed: -882378937089344748

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.84%
Blocker-prone seat share (topology component): 73.53%
Aisle-assignment balance: 99.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 730
Passengers seated: 204/204
Average waiting ticks: 327.84
Longest waiting passenger: P45->18A(LEFT)
Longest waiting ticks: 675

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1529
Maximum occupied tiles: 10
Seat events: 103
Single-blocker events: 27
Multiple-blocker events: 7
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1475
Maximum occupied tiles: 16
Seat events: 101
Single-blocker events: 25
Multiple-blocker events: 9
Temporary aisle reoccupations: 45

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 113
Reservations granted: 106
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3986
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4962
Total stationary ticks: 70318
Seat-event requests: 208
Failed seat-event starts: 4

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 449
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 4
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 449
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 216\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:34
Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 26
Scenario seed: -882378937089344748

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.84%
Blocker-prone seat share (topology component): 73.53%
Aisle-assignment balance: 99.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 730
Passengers seated: 204/204
Average waiting ticks: 327.84
Longest waiting passenger: P45->18A(LEFT)
Longest waiting ticks: 675

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1529
Maximum occupied tiles: 10
Seat events: 103
Single-blocker events: 27
Multiple-blocker events: 7
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1475
Maximum occupied tiles: 16
Seat events: 101
Single-blocker events: 25
Multiple-blocker events: 9
Temporary aisle reoccupations: 45

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 114
Reservations granted: 107
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3991
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4968
Total stationary ticks: 70319
Seat-event requests: 208
Failed seat-event starts: 4

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 452
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 4
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 452
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 216\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 26 | standardDataset=204/204 (100.00%) | crossRowOnlyRiskDispersionDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | crossRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | crossRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:34
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 27
Scenario seed: 7766858796246213770

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.47%
Blocker-prone seat share (topology component): 68.57%
Aisle-assignment balance: 99.59%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 868
Passengers seated: 245/245
Average waiting ticks: 395.66
Longest waiting passenger: P34->20A(LEFT)
Longest waiting ticks: 806

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 24
Regions dissolved: 1
Repeated reconstructions avoided: 24
Largest region lifetime: 25
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=25
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1986
Maximum occupied tiles: 12
Seat events: 123
Single-blocker events: 34
Multiple-blocker events: 8
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1793
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 34
Multiple-blocker events: 9
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 87
Reservations granted: 86
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4998
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6303
Total stationary ticks: 101346
Seat-event requests: 254
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 599
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 599
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 255\nPrecedence substitutions made: 2\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:34
Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 27
Scenario seed: 7766858796246213770

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.47%
Blocker-prone seat share (topology component): 68.57%
Aisle-assignment balance: 99.59%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 868
Passengers seated: 245/245
Average waiting ticks: 395.67
Longest waiting passenger: P34->20A(LEFT)
Longest waiting ticks: 806

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 24
Regions dissolved: 1
Repeated reconstructions avoided: 24
Largest region lifetime: 25
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=25
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1986
Maximum occupied tiles: 12
Seat events: 123
Single-blocker events: 34
Multiple-blocker events: 8
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1793
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 34
Multiple-blocker events: 9
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 87
Reservations granted: 86
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4998
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6297
Total stationary ticks: 101345
Seat-event requests: 254
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 595
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 595
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 255\nPrecedence substitutions made: 2\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 27 | standardDataset=245/245 (100.00%) | crossRowOnlyRiskDispersionDataset=245/245 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | crossRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | crossRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:34
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 28
Scenario seed: 5931249600171122533

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 96.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1054
Passengers seated: 282/282
Average waiting ticks: 475.55
Longest waiting passenger: P248->32G(RIGHT)
Longest waiting ticks: 977

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2179
Maximum occupied tiles: 12
Seat events: 136
Single-blocker events: 38
Multiple-blocker events: 12
Temporary aisle reoccupations: 62

RIGHT AISLE
-----------
Total moves: 2190
Maximum occupied tiles: 12
Seat events: 146
Single-blocker events: 47
Multiple-blocker events: 15
Temporary aisle reoccupations: 77

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5105
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6264
Total stationary ticks: 138229
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 627
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 627
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:34
Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 28
Scenario seed: 5931249600171122533

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 96.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1054
Passengers seated: 282/282
Average waiting ticks: 475.55
Longest waiting passenger: P248->32G(RIGHT)
Longest waiting ticks: 977

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2179
Maximum occupied tiles: 12
Seat events: 136
Single-blocker events: 38
Multiple-blocker events: 12
Temporary aisle reoccupations: 62

RIGHT AISLE
-----------
Total moves: 2190
Maximum occupied tiles: 12
Seat events: 146
Single-blocker events: 47
Multiple-blocker events: 15
Temporary aisle reoccupations: 77

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5105
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6264
Total stationary ticks: 138229
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 627
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 627
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 28 | standardDataset=282/282 (100.00%) | crossRowOnlyRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | crossRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | crossRowOnlyRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:34
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 29
Scenario seed: -4209372168559577011

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.47%
Blocker-prone seat share (topology component): 59.26%
Aisle-assignment balance: 96.91%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2610
Passengers seated: 281/324
Average waiting ticks: 621.69
Longest waiting passenger: P1->1B(LEFT)
Longest waiting ticks: 2610

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 20
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 24
Selected release potential total: 3
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 1802
Regions dissolved: 3
Repeated reconstructions avoided: 1802
Largest region lifetime: 1772
Maximum simultaneous active regions: 3
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1772:occupied=24
Confirmation deferral ticks: 6
Regions reaching confirmation: 2
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1712
State changes reopening evaluation: 19
Region priority competitions: 4
Regions ranked: 8
Hierarchical selections: 4
Lower-priority evaluations deferred: 2
Highest selected priority score: 26510
Left/right priority wins: 4/0
Priority ties: 0
Last priority decision: LEFT:R1:score=26510 | RIGHT:R4:score=2216 | selected=LEFT

LEFT AISLE
----------
Total moves: 2367
Maximum occupied tiles: 27
Seat events: 124
Single-blocker events: 27
Multiple-blocker events: 12
Temporary aisle reoccupations: 53

RIGHT AISLE
-----------
Total moves: 2686
Maximum occupied tiles: 13
Seat events: 157
Single-blocker events: 38
Multiple-blocker events: 20
Temporary aisle reoccupations: 80

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1863
Reservations granted: 1859
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 16
Remaining moving in aisle: 24
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 42142
Longest unresolved passenger ID: 1
Longest unresolved row: 1
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 24
Longest dependency chain: P125(33F/LEFT) -> P188(12D/LEFT) -> P105(31B/LEFT) -> P98(18B/LEFT) -> P23(26A/LEFT) -> P76(35F/LEFT) -> P194(30C/LEFT) -> P272(22D/LEFT) -> P180(35D/LEFT) -> P185(32F/LEFT) -> P163(15B/LEFT) -> P219(34G/LEFT) -> P238(15C/LEFT) -> P46(20A/LEFT) -> P55(33E/LEFT) -> P295(22C/LEFT) -> P141(26C/LEFT) -> P136(32D/LEFT) -> P322(32A/LEFT) -> P118(28C/LEFT) -> P302(26B/LEFT) -> P129(32C/LEFT) -> P195(33B/LEFT) -> P228(24G/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 125
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 24
Total blocked ticks: 54604
Total stationary ticks: 248328
Seat-event requests: 2041
Failed seat-event starts: 1760

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 228
Critical blocker identity: P228->24G(LEFT)
Direct fan-out: 1
Total indirect descendants: 23
Critical tree size including blocker: 24
Critical tree depth: 24
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 27
Unresolved outside passengers: 16
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P228(24G/LEFT/WAITING_FOR_SEAT_EVENT)
  P195(33B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P129(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P302(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P118(28C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P322(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P136(32D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P141(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P295(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P55(33E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P46(20A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P238(15C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P219(34G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P163(15B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P185(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P180(35D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P272(22D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P194(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P76(35F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P23(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P98(18B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P105(31B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P188(12D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P125(33F/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1760
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 25|26|27
Critical blocker unavailable yield tiles: 27
Critical blocker yield-tile occupants: 248
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1760
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 872
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[248]: P248(29D/LEFT/MOVING_IN_AISLE@tile27) -> P317(28D/LEFT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P317->28D(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P248{seat=29D,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=317,lastMoveTick=819,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 25|26|27
Current unavailable yield tiles: 27
Current yield-tile occupants: 248
Final row-event chain: 228|248|317
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2044\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1763\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:34
Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 29
Scenario seed: -4209372168559577011

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.47%
Blocker-prone seat share (topology component): 59.26%
Aisle-assignment balance: 96.91%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2610
Passengers seated: 281/324
Average waiting ticks: 621.69
Longest waiting passenger: P1->1B(LEFT)
Longest waiting ticks: 2610

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 20
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 24
Selected release potential total: 3
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 1802
Regions dissolved: 3
Repeated reconstructions avoided: 1802
Largest region lifetime: 1772
Maximum simultaneous active regions: 3
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1772:occupied=24
Confirmation deferral ticks: 6
Regions reaching confirmation: 2
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1712
State changes reopening evaluation: 19
Region priority competitions: 4
Regions ranked: 8
Hierarchical selections: 4
Lower-priority evaluations deferred: 2
Highest selected priority score: 26510
Left/right priority wins: 4/0
Priority ties: 0
Last priority decision: LEFT:R1:score=26510 | RIGHT:R4:score=2216 | selected=LEFT

LEFT AISLE
----------
Total moves: 2367
Maximum occupied tiles: 27
Seat events: 124
Single-blocker events: 27
Multiple-blocker events: 12
Temporary aisle reoccupations: 53

RIGHT AISLE
-----------
Total moves: 2686
Maximum occupied tiles: 13
Seat events: 157
Single-blocker events: 38
Multiple-blocker events: 20
Temporary aisle reoccupations: 80

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1863
Reservations granted: 1859
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 16
Remaining moving in aisle: 24
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 42142
Longest unresolved passenger ID: 1
Longest unresolved row: 1
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 24
Longest dependency chain: P125(33F/LEFT) -> P188(12D/LEFT) -> P105(31B/LEFT) -> P98(18B/LEFT) -> P23(26A/LEFT) -> P76(35F/LEFT) -> P194(30C/LEFT) -> P272(22D/LEFT) -> P180(35D/LEFT) -> P185(32F/LEFT) -> P163(15B/LEFT) -> P219(34G/LEFT) -> P238(15C/LEFT) -> P46(20A/LEFT) -> P55(33E/LEFT) -> P295(22C/LEFT) -> P141(26C/LEFT) -> P136(32D/LEFT) -> P322(32A/LEFT) -> P118(28C/LEFT) -> P302(26B/LEFT) -> P129(32C/LEFT) -> P195(33B/LEFT) -> P228(24G/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 125
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 24
Total blocked ticks: 54604
Total stationary ticks: 248328
Seat-event requests: 2041
Failed seat-event starts: 1760

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 228
Critical blocker identity: P228->24G(LEFT)
Direct fan-out: 1
Total indirect descendants: 23
Critical tree size including blocker: 24
Critical tree depth: 24
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 27
Unresolved outside passengers: 16
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P228(24G/LEFT/WAITING_FOR_SEAT_EVENT)
  P195(33B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P129(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P302(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P118(28C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P322(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P136(32D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P141(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P295(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P55(33E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P46(20A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P238(15C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P219(34G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P163(15B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P185(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P180(35D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P272(22D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P194(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P76(35F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P23(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P98(18B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                          P105(31B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                            P188(12D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                              P125(33F/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1760
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 25|26|27
Critical blocker unavailable yield tiles: 27
Critical blocker yield-tile occupants: 248
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1760
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 872
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[248]: P248(29D/LEFT/MOVING_IN_AISLE@tile27) -> P317(28D/LEFT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P317->28D(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P248{seat=29D,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=317,lastMoveTick=819,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 25|26|27
Current unavailable yield tiles: 27
Current yield-tile occupants: 248
Final row-event chain: 228|248|317
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2044\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1763\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 29 | standardDataset=281/324 (86.73%) | crossRowOnlyRiskDispersionDataset=281/324 (86.73%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | crossRowOnlyRiskDispersionWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | crossRowOnlyRiskDispersionFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:34
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 30
Scenario seed: 5249212615519802112

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.25%
Blocker-prone seat share (topology component): 73.44%
Aisle-assignment balance: 95.83%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 709
Passengers seated: 192/192
Average waiting ticks: 307.93
Longest waiting passenger: P48->22G(RIGHT)
Longest waiting ticks: 650

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1296
Maximum occupied tiles: 10
Seat events: 92
Single-blocker events: 21
Multiple-blocker events: 4
Temporary aisle reoccupations: 31

RIGHT AISLE
-----------
Total moves: 1429
Maximum occupied tiles: 10
Seat events: 100
Single-blocker events: 18
Multiple-blocker events: 12
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3560
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4372
Total stationary ticks: 62112
Seat-event requests: 197
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 405
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 405
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 197\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
============================================================
Date/Time: 2026-07-17 01:30:34
Experiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 2783790101901
Scenario number: 30
Scenario seed: 5249212615519802112

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.25%
Blocker-prone seat share (topology component): 73.44%
Aisle-assignment balance: 95.83%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 709
Passengers seated: 192/192
Average waiting ticks: 307.93
Longest waiting passenger: P48->22G(RIGHT)
Longest waiting ticks: 650

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1296
Maximum occupied tiles: 10
Seat events: 92
Single-blocker events: 21
Multiple-blocker events: 4
Temporary aisle reoccupations: 31

RIGHT AISLE
-----------
Total moves: 1429
Maximum occupied tiles: 10
Seat events: 100
Single-blocker events: 18
Multiple-blocker events: 12
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3560
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4372
Total stationary ticks: 62112
Seat-event requests: 197
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 405
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 405
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: CROSS_ROW_ONLY_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 197\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 30 | standardDataset=192/192 (100.00%) | crossRowOnlyRiskDispersionDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | crossRowOnlyRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | crossRowOnlyRiskDispersionFamily=COMPLETE_CABIN

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 37
CROSS-ROW-ONLY RISK-DISPERSION INTERACTION TEST
************************************************************
Experiment seed: 2783790101901
Scenarios executed: 60
Successful completions: 52
Incomplete/MAX_TICKS: 8
Average completed ticks: 1213.28
Average waiting ticks: 462.15
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 1
Scenario seed: -4806159735270762342

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.89%
Blocker-prone seat share (topology component): 74.56%
Aisle-assignment balance: 95.61%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2340
Passengers seated: 225/228
Average waiting ticks: 380.29
Longest waiting passenger: P51->29C(RIGHT)
Longest waiting ticks: 2265

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 6
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1602
Regions dissolved: 2
Repeated reconstructions avoided: 1602
Largest region lifetime: 1584
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1584:occupied=3
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1581
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1679
Maximum occupied tiles: 12
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 52

RIGHT AISLE
-----------
Total moves: 1600
Maximum occupied tiles: 15
Seat events: 106
Single-blocker events: 25
Multiple-blocker events: 5
Temporary aisle reoccupations: 37

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1727
Reservations granted: 1727
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4200
Longest unresolved passenger ID: 68
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P112(30H/RIGHT) -> P68(30G/RIGHT) -> P51(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 112
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10112
Total stationary ticks: 93494
Seat-event requests: 1837
Failed seat-event starts: 1612

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 51
Critical blocker identity: P51->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P51(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P68(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P112(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1597
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 30|31|32
Critical blocker unavailable yield tiles: 31|32
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 15
Rear-boundary failures: 1597
Middle-bank reservation failures: 0
Active-event deferrals: 539
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 30|31|32
Current unavailable yield tiles: 31|32
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1835\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:10
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 1
Scenario seed: -4806159735270762342

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.89%
Blocker-prone seat share (topology component): 74.56%
Aisle-assignment balance: 95.61%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2340
Passengers seated: 225/228
Average waiting ticks: 380.19
Longest waiting passenger: P51->29C(RIGHT)
Longest waiting ticks: 2265

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 6
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1602
Regions dissolved: 2
Repeated reconstructions avoided: 1602
Largest region lifetime: 1584
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1584:occupied=3
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1581
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1679
Maximum occupied tiles: 12
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 52

RIGHT AISLE
-----------
Total moves: 1600
Maximum occupied tiles: 15
Seat events: 106
Single-blocker events: 25
Multiple-blocker events: 5
Temporary aisle reoccupations: 37

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1726
Reservations granted: 1726
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4215
Longest unresolved passenger ID: 68
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P112(30H/RIGHT) -> P68(30G/RIGHT) -> P51(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 112
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10141
Total stationary ticks: 93503
Seat-event requests: 1836
Failed seat-event starts: 1611

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 51
Critical blocker identity: P51->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P51(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P68(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P112(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1596
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 30|31|32
Critical blocker unavailable yield tiles: 31|32
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 15
Rear-boundary failures: 1596
Middle-bank reservation failures: 0
Active-event deferrals: 538
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 30|31|32
Current unavailable yield tiles: 31|32
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1834\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 01 | standardDataset=225/228 (98.68%) | finalTwoRowRiskDispersionDataset=225/228 (98.68%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | finalTwoRowRiskDispersionFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 2
Scenario seed: 2415706014290996200

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.16%
Blocker-prone seat share (topology component): 69.39%
Aisle-assignment balance: 97.96%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 910
Passengers seated: 245/245
Average waiting ticks: 412.15
Longest waiting passenger: P33->32H(RIGHT)
Longest waiting ticks: 849

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1868
Maximum occupied tiles: 12
Seat events: 120
Single-blocker events: 35
Multiple-blocker events: 12
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 1924
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 30
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 78
Reservations granted: 78
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4470
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5470
Total stationary ticks: 104577
Seat-event requests: 253
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 571
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 571
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 253\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:10
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 2
Scenario seed: 2415706014290996200

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.16%
Blocker-prone seat share (topology component): 69.39%
Aisle-assignment balance: 97.96%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 910
Passengers seated: 245/245
Average waiting ticks: 412.15
Longest waiting passenger: P33->32H(RIGHT)
Longest waiting ticks: 849

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1868
Maximum occupied tiles: 12
Seat events: 120
Single-blocker events: 35
Multiple-blocker events: 12
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 1924
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 30
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 78
Reservations granted: 78
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4470
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5470
Total stationary ticks: 104577
Seat-event requests: 253
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 571
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 571
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 253\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 02 | standardDataset=245/245 (100.00%) | finalTwoRowRiskDispersionDataset=245/245 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 3
Scenario seed: 664888535570652406

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.27%
Blocker-prone seat share (topology component): 66.02%
Aisle-assignment balance: 97.30%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 940
Passengers seated: 259/259
Average waiting ticks: 427.05
Longest waiting passenger: P42->15G(RIGHT)
Longest waiting ticks: 892

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1992
Maximum occupied tiles: 12
Seat events: 126
Single-blocker events: 38
Multiple-blocker events: 8
Temporary aisle reoccupations: 54

RIGHT AISLE
-----------
Total moves: 2131
Maximum occupied tiles: 11
Seat events: 133
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 83
Reservations granted: 83
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4911
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6053
Total stationary ticks: 114712
Seat-event requests: 261
Failed seat-event starts: 2

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 611
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 2
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 611
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 261\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 3\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:10
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 3
Scenario seed: 664888535570652406

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.27%
Blocker-prone seat share (topology component): 66.02%
Aisle-assignment balance: 97.30%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 940
Passengers seated: 259/259
Average waiting ticks: 427.02
Longest waiting passenger: P42->15G(RIGHT)
Longest waiting ticks: 892

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1992
Maximum occupied tiles: 12
Seat events: 126
Single-blocker events: 38
Multiple-blocker events: 8
Temporary aisle reoccupations: 54

RIGHT AISLE
-----------
Total moves: 2131
Maximum occupied tiles: 11
Seat events: 133
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 83
Reservations granted: 83
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4916
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6053
Total stationary ticks: 114712
Seat-event requests: 261
Failed seat-event starts: 2

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 608
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 2
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 608
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 261\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 3\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 03 | standardDataset=259/259 (100.00%) | finalTwoRowRiskDispersionDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 4
Scenario seed: -1088981268911828383

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2555
Passengers seated: 280/282
Average waiting ticks: 489.75
Longest waiting passenger: P17->31H(RIGHT)
Longest waiting ticks: 2480

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: LEFT:tiles17-20:occupied=3:anchor=P131:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2342
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2077
Maximum occupied tiles: 11
Seat events: 132
Single-blocker events: 36
Multiple-blocker events: 15
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 100
Reservations granted: 100
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5514
Longest unresolved passenger ID: 26
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 1
Longest dependency chain: P17(31H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 17
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 10122
Total stationary ticks: 142779
Seat-event requests: 1913
Failed seat-event starts: 1633

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 17
Critical blocker identity: P17->31H(RIGHT)
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 1
Critical tree depth: 1
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P17(31H/RIGHT/WAITING_FOR_SEAT_EVENT)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1632
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 32
Critical blocker unavailable yield tiles: 32
Critical blocker yield-tile occupants: 26
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1632
Rear-boundary failures: 1
Middle-bank reservation failures: 0
Active-event deferrals: 700
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[26]: P26(32H/RIGHT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P26->32H(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P26{seat=32H,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=32,directBlocker=-1,lastMoveTick=919,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 32
Current unavailable yield tiles: 32
Current yield-tile occupants: 26
Final row-event chain: 17|26
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1911\nPrecedence substitutions made: 3\nDependency chains followed: 1618\nBlocked by waiting-row occupant: 1618\nSubstituted events started: 5\nOccupied-space rejections: 1637\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:10
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 4
Scenario seed: -1088981268911828383

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2553
Passengers seated: 280/282
Average waiting ticks: 489.12
Longest waiting passenger: P17->31H(RIGHT)
Longest waiting ticks: 2484

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: LEFT:tiles17-20:occupied=3:anchor=P131:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2342
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2077
Maximum occupied tiles: 11
Seat events: 132
Single-blocker events: 36
Multiple-blocker events: 15
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 100
Reservations granted: 100
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5536
Longest unresolved passenger ID: 26
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 1
Longest dependency chain: P17(31H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 17
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 10152
Total stationary ticks: 142622
Seat-event requests: 1910
Failed seat-event starts: 1630

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 17
Critical blocker identity: P17->31H(RIGHT)
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 1
Critical tree depth: 1
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P17(31H/RIGHT/WAITING_FOR_SEAT_EVENT)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1629
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 32
Critical blocker unavailable yield tiles: 32
Critical blocker yield-tile occupants: 26
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1629
Rear-boundary failures: 1
Middle-bank reservation failures: 0
Active-event deferrals: 711
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[26]: P26(32H/RIGHT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P26->32H(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P26{seat=32H,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=32,directBlocker=-1,lastMoveTick=920,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 32
Current unavailable yield tiles: 32
Current yield-tile occupants: 26
Final row-event chain: 17|26
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1908\nPrecedence substitutions made: 3\nDependency chains followed: 1615\nBlocked by waiting-row occupant: 1615\nSubstituted events started: 5\nOccupied-space rejections: 1634\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 04 | standardDataset=280/282 (99.29%) | finalTwoRowRiskDispersionDataset=280/282 (99.29%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=LINKED_ROW_EVENT_CHAIN | finalTwoRowRiskDispersionFamily=LINKED_ROW_EVENT_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 5
Scenario seed: 1318351146311790569

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.41%
Blocker-prone seat share (topology component): 73.61%
Aisle-assignment balance: 92.59%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 822
Passengers seated: 216/216
Average waiting ticks: 353.22
Longest waiting passenger: P46->20B(LEFT)
Longest waiting ticks: 770

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 22
Regions dissolved: 1
Repeated reconstructions avoided: 22
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=23
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1715
Maximum occupied tiles: 12
Seat events: 116
Single-blocker events: 28
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1415
Maximum occupied tiles: 12
Seat events: 100
Single-blocker events: 27
Multiple-blocker events: 8
Temporary aisle reoccupations: 45

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 119
Reservations granted: 118
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3955
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5085
Total stationary ticks: 79634
Seat-event requests: 226
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 580
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 580
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 227\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:10
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 5
Scenario seed: 1318351146311790569

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.41%
Blocker-prone seat share (topology component): 73.61%
Aisle-assignment balance: 92.59%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 822
Passengers seated: 216/216
Average waiting ticks: 353.22
Longest waiting passenger: P46->20B(LEFT)
Longest waiting ticks: 770

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 22
Regions dissolved: 1
Repeated reconstructions avoided: 22
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=23
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1715
Maximum occupied tiles: 12
Seat events: 116
Single-blocker events: 28
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1415
Maximum occupied tiles: 12
Seat events: 100
Single-blocker events: 27
Multiple-blocker events: 8
Temporary aisle reoccupations: 45

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 119
Reservations granted: 118
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3955
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5085
Total stationary ticks: 79634
Seat-event requests: 226
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 580
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 580
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 227\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 05 | standardDataset=216/216 (100.00%) | finalTwoRowRiskDispersionDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:11
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 6
Scenario seed: -1672909785197117905

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.91%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1268
Passengers seated: 353/353
Average waiting ticks: 583.34
Longest waiting passenger: P186->35A(LEFT)
Longest waiting ticks: 1191

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles23-27:occupied=4:anchor=P161:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 47
Regions dissolved: 3
Repeated reconstructions avoided: 47
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=19
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3014
Maximum occupied tiles: 14
Seat events: 178
Single-blocker events: 47
Multiple-blocker events: 20
Temporary aisle reoccupations: 92

RIGHT AISLE
-----------
Total moves: 3171
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 41
Multiple-blocker events: 29
Temporary aisle reoccupations: 103

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 160
Reservations granted: 157
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7560
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9481
Total stationary ticks: 212529
Seat-event requests: 377
Failed seat-event starts: 24

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 889
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 23
Rear-boundary failures: 1
Middle-bank reservation failures: 3
Active-event deferrals: 889
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 380\nPrecedence substitutions made: 1\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 25\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:11
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 6
Scenario seed: -1672909785197117905

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.91%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1268
Passengers seated: 353/353
Average waiting ticks: 583.54
Longest waiting passenger: P186->35A(LEFT)
Longest waiting ticks: 1191

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles23-27:occupied=4:anchor=P161:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 47
Regions dissolved: 3
Repeated reconstructions avoided: 47
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=19
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3014
Maximum occupied tiles: 14
Seat events: 178
Single-blocker events: 48
Multiple-blocker events: 19
Temporary aisle reoccupations: 91

RIGHT AISLE
-----------
Total moves: 3171
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 29
Temporary aisle reoccupations: 104

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7505
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9354
Total stationary ticks: 212497
Seat-event requests: 377
Failed seat-event starts: 24

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 871
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 23
Rear-boundary failures: 1
Middle-bank reservation failures: 2
Active-event deferrals: 871
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 378\nPrecedence substitutions made: 1\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 25\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 06 | standardDataset=353/353 (100.00%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:11
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 7
Scenario seed: 3308646708578041991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.72%
Blocker-prone seat share (topology component): 75.46%
Aisle-assignment balance: 95.37%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 829
Passengers seated: 216/216
Average waiting ticks: 359.90
Longest waiting passenger: P162->28F(LEFT)
Longest waiting ticks: 766

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 6
Last cluster decision: RIGHT:tiles13-16:occupied=4:anchor=P79:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 32
Regions dissolved: 2
Repeated reconstructions avoided: 32
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=23
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1655
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

RIGHT AISLE
-----------
Total moves: 1609
Maximum occupied tiles: 12
Seat events: 103
Single-blocker events: 26
Multiple-blocker events: 9
Temporary aisle reoccupations: 45

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 124
Reservations granted: 124
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4109
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5035
Total stationary ticks: 81126
Seat-event requests: 230
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 488
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 488
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 228\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:11
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 7
Scenario seed: 3308646708578041991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.72%
Blocker-prone seat share (topology component): 75.46%
Aisle-assignment balance: 95.37%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 829
Passengers seated: 216/216
Average waiting ticks: 359.90
Longest waiting passenger: P162->28F(LEFT)
Longest waiting ticks: 766

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 6
Last cluster decision: RIGHT:tiles13-16:occupied=4:anchor=P79:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 32
Regions dissolved: 2
Repeated reconstructions avoided: 32
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=23
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1655
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

RIGHT AISLE
-----------
Total moves: 1609
Maximum occupied tiles: 12
Seat events: 103
Single-blocker events: 26
Multiple-blocker events: 9
Temporary aisle reoccupations: 45

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 124
Reservations granted: 124
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4109
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5035
Total stationary ticks: 81126
Seat-event requests: 230
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 488
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 488
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 228\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 07 | standardDataset=216/216 (100.00%) | finalTwoRowRiskDispersionDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:11
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 8
Scenario seed: -6939385459131981694

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.47%
Blocker-prone seat share (topology component): 59.38%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2546
Passengers seated: 286/288
Average waiting ticks: 485.64
Longest waiting passenger: P156->34A(LEFT)
Longest waiting ticks: 2474

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 22
Regions dissolved: 1
Repeated reconstructions avoided: 22
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=23
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2429
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 41
Multiple-blocker events: 11
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 2644
Maximum occupied tiles: 15
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 127
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6431
Longest unresolved passenger ID: 156
Longest unresolved row: 34
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 1
Longest dependency chain: P156(34A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 156
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 10992
Total stationary ticks: 145540
Seat-event requests: 1853
Failed seat-event starts: 1567

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 156
Critical blocker identity: P156->34A(LEFT)
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 1
Critical tree depth: 1
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P156(34A/LEFT/WAITING_FOR_SEAT_EVENT)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1567
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 35|36
Critical blocker unavailable yield tiles: 36
Critical blocker yield-tile occupants: 230
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1567
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 665
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[230]: P230(36B/LEFT/WAITING_AT_ROW@tile36) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P230->36B(LEFT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P230{seat=36B,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=986,reason=WAITING_FOR_SEAT_EVENT,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 35|36
Current unavailable yield tiles: 36
Current yield-tile occupants: 230
Final row-event chain: 156|230
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1855\nPrecedence substitutions made: 4\nDependency chains followed: 1564\nBlocked by waiting-row occupant: 1564\nSubstituted events started: 4\nOccupied-space rejections: 1572\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:11
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 8
Scenario seed: -6939385459131981694

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.47%
Blocker-prone seat share (topology component): 59.38%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2557
Passengers seated: 286/288
Average waiting ticks: 485.72
Longest waiting passenger: P156->34A(LEFT)
Longest waiting ticks: 2485

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 22
Regions dissolved: 1
Repeated reconstructions avoided: 22
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=23
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2429
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 41
Multiple-blocker events: 11
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 2644
Maximum occupied tiles: 15
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 127
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6436
Longest unresolved passenger ID: 156
Longest unresolved row: 34
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 1
Longest dependency chain: P156(34A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 156
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 11025
Total stationary ticks: 145573
Seat-event requests: 1864
Failed seat-event starts: 1578

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 156
Critical blocker identity: P156->34A(LEFT)
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 1
Critical tree depth: 1
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P156(34A/LEFT/WAITING_FOR_SEAT_EVENT)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1578
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 35|36
Critical blocker unavailable yield tiles: 36
Critical blocker yield-tile occupants: 230
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1578
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 666
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[230]: P230(36B/LEFT/WAITING_AT_ROW@tile36) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P230->36B(LEFT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P230{seat=36B,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=986,reason=WAITING_FOR_SEAT_EVENT,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 35|36
Current unavailable yield tiles: 36
Current yield-tile occupants: 230
Final row-event chain: 156|230
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1866\nPrecedence substitutions made: 4\nDependency chains followed: 1575\nBlocked by waiting-row occupant: 1575\nSubstituted events started: 4\nOccupied-space rejections: 1583\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 08 | standardDataset=286/288 (99.31%) | finalTwoRowRiskDispersionDataset=286/288 (99.31%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=LINKED_ROW_EVENT_CHAIN | finalTwoRowRiskDispersionFamily=LINKED_ROW_EVENT_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:11
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 9
Scenario seed: -8107412178315660335

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.48%
Blocker-prone seat share (topology component): 67.52%
Aisle-assignment balance: 97.81%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2468
Passengers seated: 271/274
Average waiting ticks: 458.82
Longest waiting passenger: P213->30B(LEFT)
Longest waiting ticks: 2418

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1507
Regions dissolved: 0
Repeated reconstructions avoided: 1507
Largest region lifetime: 1508
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1508:occupied=3
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1500
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2192
Maximum occupied tiles: 13
Seat events: 137
Single-blocker events: 33
Multiple-blocker events: 10
Temporary aisle reoccupations: 53

RIGHT AISLE
-----------
Total moves: 2092
Maximum occupied tiles: 13
Seat events: 134
Single-blocker events: 32
Multiple-blocker events: 14
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 91
Reservations granted: 91
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5532
Longest unresolved passenger ID: 183
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P183(32E/LEFT) -> P172(32A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 183
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 11764
Total stationary ticks: 132206
Seat-event requests: 1815
Failed seat-event starts: 1544

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 172
Critical blocker identity: P172->32A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P172(32A/LEFT/WAITING_FOR_SEAT_EVENT)
  P183(32E/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1507
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 1
Critical blocker required yield tiles: 33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1507
Rear-boundary failures: 37
Middle-bank reservation failures: 0
Active-event deferrals: 784
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 7\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:11
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 9
Scenario seed: -8107412178315660335

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.48%
Blocker-prone seat share (topology component): 67.52%
Aisle-assignment balance: 97.81%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2468
Passengers seated: 271/274
Average waiting ticks: 458.82
Longest waiting passenger: P213->30B(LEFT)
Longest waiting ticks: 2418

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1507
Regions dissolved: 0
Repeated reconstructions avoided: 1507
Largest region lifetime: 1508
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1508:occupied=3
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1500
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2192
Maximum occupied tiles: 13
Seat events: 137
Single-blocker events: 33
Multiple-blocker events: 10
Temporary aisle reoccupations: 53

RIGHT AISLE
-----------
Total moves: 2092
Maximum occupied tiles: 13
Seat events: 134
Single-blocker events: 32
Multiple-blocker events: 14
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 91
Reservations granted: 91
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5532
Longest unresolved passenger ID: 183
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P183(32E/LEFT) -> P172(32A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 183
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 11764
Total stationary ticks: 132206
Seat-event requests: 1815
Failed seat-event starts: 1544

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 172
Critical blocker identity: P172->32A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P172(32A/LEFT/WAITING_FOR_SEAT_EVENT)
  P183(32E/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1507
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 1
Critical blocker required yield tiles: 33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1507
Rear-boundary failures: 37
Middle-bank reservation failures: 0
Active-event deferrals: 784
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 7\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 09 | standardDataset=271/274 (98.91%) | finalTwoRowRiskDispersionDataset=271/274 (98.91%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | finalTwoRowRiskDispersionFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:11
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 10
Scenario seed: 71459081994387160

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 76.17%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 854
Passengers seated: 235/235
Average waiting ticks: 382.40
Longest waiting passenger: P36->13G(RIGHT)
Longest waiting ticks: 806

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 31
Regions dissolved: 2
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1645
Maximum occupied tiles: 12
Seat events: 113
Single-blocker events: 30
Multiple-blocker events: 10
Temporary aisle reoccupations: 52

RIGHT AISLE
-----------
Total moves: 1756
Maximum occupied tiles: 14
Seat events: 122
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 63

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 126
Reservations granted: 125
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4377
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5540
Total stationary ticks: 93510
Seat-event requests: 245
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 611
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 611
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 246\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:11
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 10
Scenario seed: 71459081994387160

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 76.17%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 854
Passengers seated: 235/235
Average waiting ticks: 382.39
Longest waiting passenger: P36->13G(RIGHT)
Longest waiting ticks: 806

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 31
Regions dissolved: 2
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1645
Maximum occupied tiles: 12
Seat events: 113
Single-blocker events: 30
Multiple-blocker events: 10
Temporary aisle reoccupations: 52

RIGHT AISLE
-----------
Total moves: 1756
Maximum occupied tiles: 14
Seat events: 122
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 63

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 126
Reservations granted: 125
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4382
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5546
Total stationary ticks: 93511
Seat-event requests: 245
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 612
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 612
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 246\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 10 | standardDataset=235/235 (100.00%) | finalTwoRowRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:11
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 11
Scenario seed: 2521194742811890438

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 59.65%
Aisle-assignment balance: 99.42%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2699
Passengers seated: 282/342
Average waiting ticks: 684.70
Longest waiting passenger: P38->2H(RIGHT)
Longest waiting ticks: 2699

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 37
Cluster candidates evaluated: 22
Executable cluster candidates: 1
Rejected cluster candidates: 21
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 35
Selected release potential total: 2
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 2270
Regions dissolved: 1
Repeated reconstructions avoided: 2270
Largest region lifetime: 2263
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2263:occupied=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1963
State changes reopening evaluation: 36
Region priority competitions: 2
Regions ranked: 4
Hierarchical selections: 2
Lower-priority evaluations deferred: 0
Highest selected priority score: 38560
Left/right priority wins: 0/2
Priority ties: 0
Last priority decision: LEFT:R2:score=2214 | RIGHT:R1:score=38560 | selected=RIGHT

LEFT AISLE
----------
Total moves: 2981
Maximum occupied tiles: 13
Seat events: 170
Single-blocker events: 46
Multiple-blocker events: 25
Temporary aisle reoccupations: 99

RIGHT AISLE
-----------
Total moves: 2178
Maximum occupied tiles: 35
Seat events: 112
Single-blocker events: 22
Multiple-blocker events: 8
Temporary aisle reoccupations: 38

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 231
Reservations granted: 230
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 25
Remaining moving in aisle: 33
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 65722
Longest unresolved passenger ID: 38
Longest unresolved row: 2
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 21
Longest dependency chain: P226(18D/RIGHT) -> P55(20G/RIGHT) -> P4(21F/RIGHT) -> P301(10J/RIGHT) -> P289(13J/RIGHT) -> P144(27F/RIGHT) -> P72(23G/RIGHT) -> P248(23E/RIGHT) -> P36(15H/RIGHT) -> P148(12H/RIGHT) -> P265(16D/RIGHT) -> P205(23I/RIGHT) -> P143(24F/RIGHT) -> P157(22I/RIGHT) -> P338(36I/RIGHT) -> P161(18J/RIGHT) -> P15(22G/RIGHT) -> P76(33F/RIGHT) -> P86(34I/RIGHT) -> P21(32J/RIGHT) -> P126(21J/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 33
Total blocked ticks: 76519
Total stationary ticks: 304291
Seat-event requests: 2300
Failed seat-event starts: 2018

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 126
Critical blocker identity: P126->21J(RIGHT)
Direct fan-out: 1
Total indirect descendants: 20
Critical tree size including blocker: 21
Critical tree depth: 21
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 35
Unresolved outside passengers: 25
Unresolved internal passengers outside critical tree: 14
Critical blocker tree:
P126(21J/RIGHT/WAITING_FOR_SEAT_EVENT)
  P21(32J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P86(34I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P76(33F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P15(22G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P161(18J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P338(36I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P157(22I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P143(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P205(23I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P265(16D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P148(12H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P36(15H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P248(23E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P72(23G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P144(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P289(13J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P301(10J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P4(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P55(20G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P226(18D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1909
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 22|23
Critical blocker unavailable yield tiles: 22|23
Critical blocker yield-tile occupants: 166|0
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1909
Rear-boundary failures: 109
Middle-bank reservation failures: 1
Active-event deferrals: 895
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 14
Yield-occupant trace: yieldOccupant[166]: P166(24J/RIGHT/MOVING_IN_AISLE@tile22) -> P0(36E/RIGHT/MOVING_IN_AISLE@tile23) -> P66(31G/RIGHT/MOVING_IN_AISLE@tile24) -> P238(27J/RIGHT/MOVING_IN_AISLE@tile25) -> P280(30J/RIGHT/MOVING_IN_AISLE@tile26) -> P283(28J/RIGHT/MOVING_IN_AISLE@tile27) -> P6(35D/RIGHT/MOVING_IN_AISLE@tile28) -> P263(34D/RIGHT/MOVING_IN_AISLE@tile29) -> P115(31F/RIGHT/MOVING_IN_AISLE@tile30) -> P96(36J/RIGHT/MOVING_IN_AISLE@tile31) -> P251(34E/RIGHT/MOVING_IN_AISLE@tile32) -> P17(35I/RIGHT/MOVING_IN_AISLE@tile33) -> P57(36H/RIGHT/MOVING_IN_AISLE@tile34) -> P88(35E/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[0]: P0(36E/RIGHT/MOVING_IN_AISLE@tile23) -> P66(31G/RIGHT/MOVING_IN_AISLE@tile24) -> P238(27J/RIGHT/MOVING_IN_AISLE@tile25) -> P280(30J/RIGHT/MOVING_IN_AISLE@tile26) -> P283(28J/RIGHT/MOVING_IN_AISLE@tile27) -> P6(35D/RIGHT/MOVING_IN_AISLE@tile28) -> P263(34D/RIGHT/MOVING_IN_AISLE@tile29) -> P115(31F/RIGHT/MOVING_IN_AISLE@tile30) -> P96(36J/RIGHT/MOVING_IN_AISLE@tile31) -> P251(34E/RIGHT/MOVING_IN_AISLE@tile32) -> P17(35I/RIGHT/MOVING_IN_AISLE@tile33) -> P57(36H/RIGHT/MOVING_IN_AISLE@tile34) -> P88(35E/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P88->35E(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P166{seat=24J,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=22,directBlocker=0,lastMoveTick=695,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P0{seat=36E,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=23,directBlocker=66,lastMoveTick=687,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 22|23
Current unavailable yield tiles: 22|23
Current yield-tile occupants: 166|0
Final row-event chain: 126|166|0|66|238|280|283|6|263|115|96|251|17|57|88
Final row-event chain length: 15
Distinct row events in chain: 15
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2300\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1912\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:11
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 11
Scenario seed: 2521194742811890438

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 59.65%
Aisle-assignment balance: 99.42%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2699
Passengers seated: 282/342
Average waiting ticks: 684.70
Longest waiting passenger: P38->2H(RIGHT)
Longest waiting ticks: 2699

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 36
Cluster candidates evaluated: 22
Executable cluster candidates: 1
Rejected cluster candidates: 21
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 35
Selected release potential total: 2
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 2263
Regions dissolved: 1
Repeated reconstructions avoided: 2263
Largest region lifetime: 2256
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2256:occupied=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1957
State changes reopening evaluation: 35
Region priority competitions: 2
Regions ranked: 4
Hierarchical selections: 2
Lower-priority evaluations deferred: 0
Highest selected priority score: 38560
Left/right priority wins: 0/2
Priority ties: 0
Last priority decision: LEFT:R2:score=2214 | RIGHT:R1:score=38560 | selected=RIGHT

LEFT AISLE
----------
Total moves: 2981
Maximum occupied tiles: 13
Seat events: 170
Single-blocker events: 46
Multiple-blocker events: 25
Temporary aisle reoccupations: 99

RIGHT AISLE
-----------
Total moves: 2178
Maximum occupied tiles: 35
Seat events: 112
Single-blocker events: 22
Multiple-blocker events: 8
Temporary aisle reoccupations: 38

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 231
Reservations granted: 230
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 25
Remaining moving in aisle: 33
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 65715
Longest unresolved passenger ID: 38
Longest unresolved row: 2
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 21
Longest dependency chain: P226(18D/RIGHT) -> P55(20G/RIGHT) -> P4(21F/RIGHT) -> P301(10J/RIGHT) -> P289(13J/RIGHT) -> P144(27F/RIGHT) -> P72(23G/RIGHT) -> P248(23E/RIGHT) -> P36(15H/RIGHT) -> P148(12H/RIGHT) -> P265(16D/RIGHT) -> P205(23I/RIGHT) -> P143(24F/RIGHT) -> P157(22I/RIGHT) -> P338(36I/RIGHT) -> P161(18J/RIGHT) -> P15(22G/RIGHT) -> P76(33F/RIGHT) -> P86(34I/RIGHT) -> P21(32J/RIGHT) -> P126(21J/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 33
Total blocked ticks: 76519
Total stationary ticks: 304291
Seat-event requests: 2300
Failed seat-event starts: 2018

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 126
Critical blocker identity: P126->21J(RIGHT)
Direct fan-out: 1
Total indirect descendants: 20
Critical tree size including blocker: 21
Critical tree depth: 21
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 35
Unresolved outside passengers: 25
Unresolved internal passengers outside critical tree: 14
Critical blocker tree:
P126(21J/RIGHT/WAITING_FOR_SEAT_EVENT)
  P21(32J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P86(34I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P76(33F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P15(22G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P161(18J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P338(36I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P157(22I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P143(24F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P205(23I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P265(16D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P148(12H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P36(15H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P248(23E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P72(23G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P144(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P289(13J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P301(10J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P4(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P55(20G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P226(18D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1909
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 22|23
Critical blocker unavailable yield tiles: 22|23
Critical blocker yield-tile occupants: 166|0
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1909
Rear-boundary failures: 109
Middle-bank reservation failures: 1
Active-event deferrals: 897
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 14
Yield-occupant trace: yieldOccupant[166]: P166(24J/RIGHT/MOVING_IN_AISLE@tile22) -> P0(36E/RIGHT/MOVING_IN_AISLE@tile23) -> P66(31G/RIGHT/MOVING_IN_AISLE@tile24) -> P238(27J/RIGHT/MOVING_IN_AISLE@tile25) -> P280(30J/RIGHT/MOVING_IN_AISLE@tile26) -> P283(28J/RIGHT/MOVING_IN_AISLE@tile27) -> P6(35D/RIGHT/MOVING_IN_AISLE@tile28) -> P263(34D/RIGHT/MOVING_IN_AISLE@tile29) -> P115(31F/RIGHT/MOVING_IN_AISLE@tile30) -> P96(36J/RIGHT/MOVING_IN_AISLE@tile31) -> P251(34E/RIGHT/MOVING_IN_AISLE@tile32) -> P17(35I/RIGHT/MOVING_IN_AISLE@tile33) -> P57(36H/RIGHT/MOVING_IN_AISLE@tile34) -> P88(35E/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[0]: P0(36E/RIGHT/MOVING_IN_AISLE@tile23) -> P66(31G/RIGHT/MOVING_IN_AISLE@tile24) -> P238(27J/RIGHT/MOVING_IN_AISLE@tile25) -> P280(30J/RIGHT/MOVING_IN_AISLE@tile26) -> P283(28J/RIGHT/MOVING_IN_AISLE@tile27) -> P6(35D/RIGHT/MOVING_IN_AISLE@tile28) -> P263(34D/RIGHT/MOVING_IN_AISLE@tile29) -> P115(31F/RIGHT/MOVING_IN_AISLE@tile30) -> P96(36J/RIGHT/MOVING_IN_AISLE@tile31) -> P251(34E/RIGHT/MOVING_IN_AISLE@tile32) -> P17(35I/RIGHT/MOVING_IN_AISLE@tile33) -> P57(36H/RIGHT/MOVING_IN_AISLE@tile34) -> P88(35E/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P88->35E(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P166{seat=24J,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=22,directBlocker=0,lastMoveTick=695,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P0{seat=36E,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=23,directBlocker=66,lastMoveTick=687,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 22|23
Current unavailable yield tiles: 22|23
Current yield-tile occupants: 166|0
Final row-event chain: 126|166|0|66|238|280|283|6|263|115|96|251|17|57|88
Final row-event chain length: 15
Distinct row events in chain: 15
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2300\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1912\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 11 | standardDataset=282/342 (82.46%) | finalTwoRowRiskDispersionDataset=282/342 (82.46%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | finalTwoRowRiskDispersionFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:11
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 12
Scenario seed: -8445717439553006368

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2332
Passengers seated: 221/235
Average waiting ticks: 400.71
Longest waiting passenger: P59->29H(RIGHT)
Longest waiting ticks: 2288

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 16
Cluster candidates evaluated: 32
Executable cluster candidates: 0
Rejected cluster candidates: 32
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 14
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1816
Regions dissolved: 2
Repeated reconstructions avoided: 1816
Largest region lifetime: 1775
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1775:occupied=14
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1622
State changes reopening evaluation: 15
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 13
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 47

RIGHT AISLE
-----------
Total moves: 1673
Maximum occupied tiles: 17
Seat events: 104
Single-blocker events: 23
Multiple-blocker events: 11
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1763
Reservations granted: 1760
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 11
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 18440
Longest unresolved passenger ID: 214
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P62(21H/RIGHT) -> P229(23D/RIGHT) -> P45(30C/RIGHT) -> P55(20D/RIGHT) -> P84(28H/RIGHT) -> P42(28G/RIGHT) -> P228(24G/RIGHT) -> P58(25F/RIGHT) -> P220(26H/RIGHT) -> P61(29D/RIGHT) -> P145(26C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 62
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 11
Total blocked ticks: 28562
Total stationary ticks: 115660
Seat-event requests: 1887
Failed seat-event starts: 1666

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 145
Critical blocker identity: P145->26C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 14
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P145(26C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P61(29D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P220(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P58(25F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P228(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P42(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P84(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P55(20D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P45(30C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P229(23D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P62(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1666
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 27|28|29
Critical blocker unavailable yield tiles: 28|29
Critical blocker yield-tile occupants: 214|59
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1666
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 845
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 2
Yield-occupant trace: yieldOccupant[214]: P214(30F/RIGHT/MOVING_IN_AISLE@tile28) -> P59(29H/RIGHT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[59]: P59(29H/RIGHT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P59->29H(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P214{seat=30F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=28,directBlocker=59,lastMoveTick=537,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P59{seat=29H,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=29,directBlocker=-1,lastMoveTick=487,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 27|28|29
Current unavailable yield tiles: 28|29
Current yield-tile occupants: 214|59
Final row-event chain: 145|214|59
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1890\nPrecedence substitutions made: 3\nDependency chains followed: 19\nBlocked by waiting-row occupant: 19\nSubstituted events started: 3\nOccupied-space rejections: 3296\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:11
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 12
Scenario seed: -8445717439553006368

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2331
Passengers seated: 221/235
Average waiting ticks: 400.69
Longest waiting passenger: P59->29H(RIGHT)
Longest waiting ticks: 2287

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 16
Cluster candidates evaluated: 32
Executable cluster candidates: 0
Rejected cluster candidates: 32
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 14
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1815
Regions dissolved: 2
Repeated reconstructions avoided: 1815
Largest region lifetime: 1774
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1774:occupied=14
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1621
State changes reopening evaluation: 15
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 13
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 47

RIGHT AISLE
-----------
Total moves: 1673
Maximum occupied tiles: 17
Seat events: 104
Single-blocker events: 23
Multiple-blocker events: 11
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1762
Reservations granted: 1759
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 11
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 18424
Longest unresolved passenger ID: 214
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P62(21H/RIGHT) -> P229(23D/RIGHT) -> P45(30C/RIGHT) -> P55(20D/RIGHT) -> P84(28H/RIGHT) -> P42(28G/RIGHT) -> P228(24G/RIGHT) -> P58(25F/RIGHT) -> P220(26H/RIGHT) -> P61(29D/RIGHT) -> P145(26C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 62
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 11
Total blocked ticks: 28534
Total stationary ticks: 115633
Seat-event requests: 1886
Failed seat-event starts: 1665

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 145
Critical blocker identity: P145->26C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 14
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P145(26C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P61(29D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P220(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P58(25F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P228(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P42(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P84(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P55(20D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P45(30C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P229(23D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P62(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1665
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 27|28|29
Critical blocker unavailable yield tiles: 28|29
Critical blocker yield-tile occupants: 214|59
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1665
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 843
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 2
Yield-occupant trace: yieldOccupant[214]: P214(30F/RIGHT/MOVING_IN_AISLE@tile28) -> P59(29H/RIGHT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[59]: P59(29H/RIGHT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P59->29H(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P214{seat=30F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=28,directBlocker=59,lastMoveTick=537,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P59{seat=29H,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=29,directBlocker=-1,lastMoveTick=494,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 27|28|29
Current unavailable yield tiles: 28|29
Current yield-tile occupants: 214|59
Final row-event chain: 145|214|59
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1889\nPrecedence substitutions made: 3\nDependency chains followed: 19\nBlocked by waiting-row occupant: 19\nSubstituted events started: 3\nOccupied-space rejections: 3294\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 12 | standardDataset=221/235 (94.04%) | finalTwoRowRiskDispersionDataset=221/235 (94.04%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL | finalTwoRowRiskDispersionFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:11
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 13
Scenario seed: 8355961071678118183

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.31%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 94.12%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 761
Passengers seated: 204/204
Average waiting ticks: 331.60
Longest waiting passenger: P14->7F(LEFT)
Longest waiting ticks: 714

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 11
Seat events: 108
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 48

RIGHT AISLE
-----------
Total moves: 1424
Maximum occupied tiles: 10
Seat events: 96
Single-blocker events: 23
Multiple-blocker events: 7
Temporary aisle reoccupations: 38

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 108
Reservations granted: 108
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3823
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4725
Total stationary ticks: 70858
Seat-event requests: 210
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 450
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 450
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 210\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:11
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 13
Scenario seed: 8355961071678118183

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.31%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 94.12%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 761
Passengers seated: 204/204
Average waiting ticks: 331.60
Longest waiting passenger: P14->7F(LEFT)
Longest waiting ticks: 714

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 11
Seat events: 108
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 48

RIGHT AISLE
-----------
Total moves: 1424
Maximum occupied tiles: 10
Seat events: 96
Single-blocker events: 23
Multiple-blocker events: 7
Temporary aisle reoccupations: 38

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 108
Reservations granted: 108
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3828
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4731
Total stationary ticks: 70860
Seat-event requests: 210
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 452
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 452
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 210\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 13 | standardDataset=204/204 (100.00%) | finalTwoRowRiskDispersionDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:11
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 14
Scenario seed: 4353735298677515303

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.94%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 95.37%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2309
Passengers seated: 171/216
Average waiting ticks: 635.63
Longest waiting passenger: P2->9C(LEFT)
Longest waiting ticks: 2309

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 12
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 11
Selected release potential total: 2
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1893
Regions dissolved: 1
Repeated reconstructions avoided: 1893
Largest region lifetime: 1886
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1886:occupied=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1872
State changes reopening evaluation: 11
Region priority competitions: 2
Regions ranked: 4
Hierarchical selections: 2
Lower-priority evaluations deferred: 0
Highest selected priority score: 12210
Left/right priority wins: 2/0
Priority ties: 0
Last priority decision: LEFT:R1:score=12210 | RIGHT:R2:score=2214 | selected=LEFT

LEFT AISLE
----------
Total moves: 914
Maximum occupied tiles: 14
Seat events: 58
Single-blocker events: 11
Multiple-blocker events: 2
Temporary aisle reoccupations: 15

RIGHT AISLE
-----------
Total moves: 1618
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 32
Multiple-blocker events: 15
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1993
Reservations granted: 1993
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 31
Remaining moving in aisle: 11
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 20922
Longest unresolved passenger ID: 2
Longest unresolved row: 9
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P147(30A/LEFT) -> P135(26F/LEFT) -> P110(25E/LEFT) -> P77(27A/LEFT) -> P176(7C/LEFT) -> P60(21B/LEFT) -> P9(16D/LEFT) -> P87(19B/LEFT) -> P141(26A/LEFT) -> P54(14A/LEFT) -> P152(11F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 147
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 11
Total blocked ticks: 29775
Total stationary ticks: 160086
Seat-event requests: 2070
Failed seat-event starts: 1899

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 152
Critical blocker identity: P152->11F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 14
Unresolved outside passengers: 31
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P152(11F/LEFT/WAITING_FOR_SEAT_EVENT)
  P54(14A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P141(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P87(19B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P9(16D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P60(21B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P176(7C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P77(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P110(25E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P135(26F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P147(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1899
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 12|13|14
Critical blocker unavailable yield tiles: 14
Critical blocker yield-tile occupants: 5
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1899
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 403
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[5]: P5(24C/LEFT/MOVING_IN_AISLE@tile14) -> P201(15A/LEFT/WAITING_AT_ROW@tile15) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P201->15A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P5{seat=24C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=14,directBlocker=201,lastMoveTick=415,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 12|13|14
Current unavailable yield tiles: 14
Current yield-tile occupants: 5
Final row-event chain: 152|5|201
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 1900\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:11
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 14
Scenario seed: 4353735298677515303

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.94%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 95.37%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2309
Passengers seated: 171/216
Average waiting ticks: 635.63
Longest waiting passenger: P2->9C(LEFT)
Longest waiting ticks: 2309

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 12
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 11
Selected release potential total: 2
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1893
Regions dissolved: 1
Repeated reconstructions avoided: 1893
Largest region lifetime: 1886
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1886:occupied=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1872
State changes reopening evaluation: 11
Region priority competitions: 2
Regions ranked: 4
Hierarchical selections: 2
Lower-priority evaluations deferred: 0
Highest selected priority score: 12210
Left/right priority wins: 2/0
Priority ties: 0
Last priority decision: LEFT:R1:score=12210 | RIGHT:R2:score=2214 | selected=LEFT

LEFT AISLE
----------
Total moves: 914
Maximum occupied tiles: 14
Seat events: 58
Single-blocker events: 11
Multiple-blocker events: 2
Temporary aisle reoccupations: 15

RIGHT AISLE
-----------
Total moves: 1618
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 32
Multiple-blocker events: 15
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1993
Reservations granted: 1993
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 31
Remaining moving in aisle: 11
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 20923
Longest unresolved passenger ID: 2
Longest unresolved row: 9
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P147(30A/LEFT) -> P135(26F/LEFT) -> P110(25E/LEFT) -> P77(27A/LEFT) -> P176(7C/LEFT) -> P60(21B/LEFT) -> P9(16D/LEFT) -> P87(19B/LEFT) -> P141(26A/LEFT) -> P54(14A/LEFT) -> P152(11F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 147
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 11
Total blocked ticks: 29762
Total stationary ticks: 160082
Seat-event requests: 2070
Failed seat-event starts: 1899

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 152
Critical blocker identity: P152->11F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 14
Unresolved outside passengers: 31
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P152(11F/LEFT/WAITING_FOR_SEAT_EVENT)
  P54(14A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P141(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P87(19B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P9(16D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P60(21B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P176(7C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P77(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P110(25E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P135(26F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P147(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1899
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 12|13|14
Critical blocker unavailable yield tiles: 14
Critical blocker yield-tile occupants: 5
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1899
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 396
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[5]: P5(24C/LEFT/MOVING_IN_AISLE@tile14) -> P201(15A/LEFT/WAITING_AT_ROW@tile15) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P201->15A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P5{seat=24C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=14,directBlocker=201,lastMoveTick=415,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 12|13|14
Current unavailable yield tiles: 14
Current yield-tile occupants: 5
Final row-event chain: 152|5|201
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 1900\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 14 | standardDataset=171/216 (79.17%) | finalTwoRowRiskDispersionDataset=171/216 (79.17%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | finalTwoRowRiskDispersionFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:11
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 15
Scenario seed: -2248069347030309492

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.72%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 778
Passengers seated: 216/216
Average waiting ticks: 351.45
Longest waiting passenger: P19->10A(LEFT)
Longest waiting ticks: 741

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1584
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 20
Multiple-blocker events: 11
Temporary aisle reoccupations: 44

RIGHT AISLE
-----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 105
Single-blocker events: 28
Multiple-blocker events: 8
Temporary aisle reoccupations: 47

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 119
Reservations granted: 119
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3991
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4842
Total stationary ticks: 79197
Seat-event requests: 225
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 434
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 434
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 225\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:11
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 15
Scenario seed: -2248069347030309492

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.72%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 97.22%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 778
Passengers seated: 216/216
Average waiting ticks: 351.48
Longest waiting passenger: P19->10A(LEFT)
Longest waiting ticks: 741

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1584
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 20
Multiple-blocker events: 11
Temporary aisle reoccupations: 44

RIGHT AISLE
-----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 105
Single-blocker events: 28
Multiple-blocker events: 8
Temporary aisle reoccupations: 47

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 119
Reservations granted: 119
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3991
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4857
Total stationary ticks: 79202
Seat-event requests: 225
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 447
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 447
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 225\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 15 | standardDataset=216/216 (100.00%) | finalTwoRowRiskDispersionDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:11
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 16
Scenario seed: 5441835336460933565

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.21%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1275
Passengers seated: 353/353
Average waiting ticks: 581.91
Longest waiting passenger: P120->18J(RIGHT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:tiles18-21:occupied=3:anchor=P127:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3032
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 93

RIGHT AISLE
-----------
Total moves: 3173
Maximum occupied tiles: 15
Seat events: 181
Single-blocker events: 51
Multiple-blocker events: 22
Temporary aisle reoccupations: 96

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 154
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8150
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9991
Total stationary ticks: 212524
Seat-event requests: 377
Failed seat-event starts: 24

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 896
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 24
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 896
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 381\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 8\nOccupied-space rejections: 29\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:11
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 16
Scenario seed: 5441835336460933565

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.21%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1275
Passengers seated: 353/353
Average waiting ticks: 581.97
Longest waiting passenger: P120->18J(RIGHT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:tiles18-21:occupied=3:anchor=P127:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3032
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 93

RIGHT AISLE
-----------
Total moves: 3173
Maximum occupied tiles: 15
Seat events: 181
Single-blocker events: 51
Multiple-blocker events: 22
Temporary aisle reoccupations: 96

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 154
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8126
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9957
Total stationary ticks: 212512
Seat-event requests: 377
Failed seat-event starts: 24

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 896
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 24
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 896
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 381\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 8\nOccupied-space rejections: 29\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 16 | standardDataset=353/353 (100.00%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:11
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 17
Scenario seed: -4757774494264496973

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.76%
Blocker-prone seat share (topology component): 60.78%
Aisle-assignment balance: 96.73%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1109
Passengers seated: 306/306
Average waiting ticks: 499.92
Longest waiting passenger: P76->15I(RIGHT)
Longest waiting ticks: 1052

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2653
Maximum occupied tiles: 14
Seat events: 148
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2778
Maximum occupied tiles: 14
Seat events: 158
Single-blocker events: 44
Multiple-blocker events: 17
Temporary aisle reoccupations: 80

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 127
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7098
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8616
Total stationary ticks: 159247
Seat-event requests: 318
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 697
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 697
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 321\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:11
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 17
Scenario seed: -4757774494264496973

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.76%
Blocker-prone seat share (topology component): 60.78%
Aisle-assignment balance: 96.73%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1109
Passengers seated: 306/306
Average waiting ticks: 499.99
Longest waiting passenger: P76->15I(RIGHT)
Longest waiting ticks: 1052

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2653
Maximum occupied tiles: 14
Seat events: 148
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2778
Maximum occupied tiles: 14
Seat events: 158
Single-blocker events: 44
Multiple-blocker events: 17
Temporary aisle reoccupations: 80

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 128
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7083
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8612
Total stationary ticks: 159248
Seat-event requests: 319
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 706
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 706
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 322\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 17 | standardDataset=306/306 (100.00%) | finalTwoRowRiskDispersionDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:11
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 18
Scenario seed: -7065122748542056349

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 848
Passengers seated: 235/235
Average waiting ticks: 382.21
Longest waiting passenger: P229->9H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 22
Regions dissolved: 1
Repeated reconstructions avoided: 22
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=23
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1644
Maximum occupied tiles: 10
Seat events: 115
Single-blocker events: 26
Multiple-blocker events: 10
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1752
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 29
Multiple-blocker events: 11
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 130
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4383
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5463
Total stationary ticks: 93481
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 534
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 534
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 253\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:11
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 18
Scenario seed: -7065122748542056349

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 848
Passengers seated: 235/235
Average waiting ticks: 382.21
Longest waiting passenger: P229->9H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 22
Regions dissolved: 1
Repeated reconstructions avoided: 22
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=23
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1644
Maximum occupied tiles: 10
Seat events: 115
Single-blocker events: 26
Multiple-blocker events: 10
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1752
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 29
Multiple-blocker events: 11
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 130
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4383
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5463
Total stationary ticks: 93481
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 534
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 534
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 253\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 18 | standardDataset=235/235 (100.00%) | finalTwoRowRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:11
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 19
Scenario seed: -757299958804263491

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.12%
Blocker-prone seat share (topology component): 66.41%
Aisle-assignment balance: 98.07%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 934
Passengers seated: 259/259
Average waiting ticks: 425.11
Longest waiting passenger: P59->23C(LEFT)
Longest waiting ticks: 880

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2009
Maximum occupied tiles: 11
Seat events: 132
Single-blocker events: 32
Multiple-blocker events: 17
Temporary aisle reoccupations: 66

RIGHT AISLE
-----------
Total moves: 1982
Maximum occupied tiles: 11
Seat events: 127
Single-blocker events: 38
Multiple-blocker events: 10
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 94
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4823
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6001
Total stationary ticks: 114132
Seat-event requests: 266
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 269\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:11
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 19
Scenario seed: -757299958804263491

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 259
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.12%
Blocker-prone seat share (topology component): 66.41%
Aisle-assignment balance: 98.07%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 934
Passengers seated: 259/259
Average waiting ticks: 425.20
Longest waiting passenger: P59->23C(LEFT)
Longest waiting ticks: 880

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2009
Maximum occupied tiles: 11
Seat events: 132
Single-blocker events: 32
Multiple-blocker events: 17
Temporary aisle reoccupations: 66

RIGHT AISLE
-----------
Total moves: 1982
Maximum occupied tiles: 11
Seat events: 127
Single-blocker events: 38
Multiple-blocker events: 10
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 94
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4808
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5995
Total stationary ticks: 114131
Seat-event requests: 266
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 608
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 608
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 269\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 19 | standardDataset=259/259 (100.00%) | finalTwoRowRiskDispersionDataset=259/259 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:12
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 20
Scenario seed: 4532493205776670223

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.43%
Blocker-prone seat share (topology component): 64.35%
Aisle-assignment balance: 96.52%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 848
Passengers seated: 230/230
Average waiting ticks: 371.36
Longest waiting passenger: P214->29F(RIGHT)
Longest waiting ticks: 813

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 3
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P76:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 38
Regions dissolved: 1
Repeated reconstructions avoided: 38
Largest region lifetime: 39
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=39
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1707
Maximum occupied tiles: 13
Seat events: 111
Single-blocker events: 34
Multiple-blocker events: 8
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1842
Maximum occupied tiles: 14
Seat events: 119
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 80
Reservations granted: 77
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4696
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6057
Total stationary ticks: 89621
Seat-event requests: 242
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 608
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 608
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:12
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 20
Scenario seed: 4532493205776670223

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.43%
Blocker-prone seat share (topology component): 64.35%
Aisle-assignment balance: 96.52%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 848
Passengers seated: 230/230
Average waiting ticks: 371.36
Longest waiting passenger: P214->29F(RIGHT)
Longest waiting ticks: 813

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 3
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P76:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 38
Regions dissolved: 1
Repeated reconstructions avoided: 38
Largest region lifetime: 39
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=39
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1707
Maximum occupied tiles: 13
Seat events: 111
Single-blocker events: 34
Multiple-blocker events: 8
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1842
Maximum occupied tiles: 14
Seat events: 119
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 80
Reservations granted: 77
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4696
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6057
Total stationary ticks: 89621
Seat-event requests: 242
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 608
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 608
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 20 | standardDataset=230/230 (100.00%) | finalTwoRowRiskDispersionDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:12
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 21
Scenario seed: -3613813310582339026

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.80%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 788
Passengers seated: 216/216
Average waiting ticks: 366.09
Longest waiting passenger: P24->10B(LEFT)
Longest waiting ticks: 747

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1564
Maximum occupied tiles: 10
Seat events: 108
Single-blocker events: 30
Multiple-blocker events: 5
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1599
Maximum occupied tiles: 12
Seat events: 108
Single-blocker events: 24
Multiple-blocker events: 10
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 114
Reservations granted: 114
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3674
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4590
Total stationary ticks: 82050
Seat-event requests: 223
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 496
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 496
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 223\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:12
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 21
Scenario seed: -3613813310582339026

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.80%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 788
Passengers seated: 216/216
Average waiting ticks: 366.09
Longest waiting passenger: P24->10B(LEFT)
Longest waiting ticks: 747

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1564
Maximum occupied tiles: 10
Seat events: 108
Single-blocker events: 30
Multiple-blocker events: 5
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1599
Maximum occupied tiles: 12
Seat events: 108
Single-blocker events: 24
Multiple-blocker events: 10
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 114
Reservations granted: 114
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3679
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4590
Total stationary ticks: 82050
Seat-event requests: 223
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 496
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 496
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 223\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 21 | standardDataset=216/216 (100.00%) | finalTwoRowRiskDispersionDataset=216/216 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:12
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 22
Scenario seed: 6577716345345410502

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 876
Passengers seated: 235/235
Average waiting ticks: 385.55
Longest waiting passenger: P170->30F(RIGHT)
Longest waiting ticks: 815

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1649
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 29
Multiple-blocker events: 9
Temporary aisle reoccupations: 48

RIGHT AISLE
-----------
Total moves: 1790
Maximum occupied tiles: 14
Seat events: 122
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 123
Reservations granted: 121
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4331
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5389
Total stationary ticks: 94195
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 528
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 528
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 243\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:12
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 22
Scenario seed: 6577716345345410502

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 876
Passengers seated: 235/235
Average waiting ticks: 385.55
Longest waiting passenger: P170->30F(RIGHT)
Longest waiting ticks: 815

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1649
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 29
Multiple-blocker events: 9
Temporary aisle reoccupations: 48

RIGHT AISLE
-----------
Total moves: 1790
Maximum occupied tiles: 14
Seat events: 122
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 123
Reservations granted: 121
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4331
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5389
Total stationary ticks: 94195
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 528
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 528
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 243\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 22 | standardDataset=235/235 (100.00%) | finalTwoRowRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:12
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 23
Scenario seed: -3239949331600273686

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 94.05%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2820
Passengers seated: 306/353
Average waiting ticks: 674.37
Longest waiting passenger: P7->13B(LEFT)
Longest waiting ticks: 2820

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 34
Cluster candidates evaluated: 94
Executable cluster candidates: 1
Rejected cluster candidates: 93
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 34
Selected release potential total: 3
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 2117
Regions dissolved: 1
Repeated reconstructions avoided: 2117
Largest region lifetime: 2107
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=2107:occupied=34
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1971
State changes reopening evaluation: 32
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2435
Maximum occupied tiles: 34
Seat events: 119
Single-blocker events: 35
Multiple-blocker events: 8
Temporary aisle reoccupations: 52

RIGHT AISLE
-----------
Total moves: 3193
Maximum occupied tiles: 13
Seat events: 187
Single-blocker events: 43
Multiple-blocker events: 25
Temporary aisle reoccupations: 97

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2140
Reservations granted: 2138
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 4

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 13
Remaining moving in aisle: 29
Remaining waiting at row: 5
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 58270
Longest unresolved passenger ID: 7
Longest unresolved row: 13
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P145(21B/LEFT) -> P265(22D/LEFT) -> P49(16A/LEFT) -> P73(36C/LEFT) -> P23(32E/LEFT) -> P112(36B/LEFT) -> P218(27A/LEFT) -> P215(20A/LEFT) -> P17(21G/LEFT) -> P340(31B/LEFT) -> P124(22A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 145
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 29
Total blocked ticks: 75780
Total stationary ticks: 301164
Seat-event requests: 2361
Failed seat-event starts: 2055

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 66
Critical blocker identity: P66->11G(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 5
Terminal WAITING_FOR_SEAT_EVENT nodes: 5
Unresolved internal passengers: 34
Unresolved outside passengers: 13
Unresolved internal passengers outside critical tree: 23
Critical blocker tree:
P66(11G/LEFT/WAITING_FOR_SEAT_EVENT)
  P27(19D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P286(22B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P102(16B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P15(33C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P25(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P235(34D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P249(35A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P315(34F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P28(16E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P310(28C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 2022
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 12|13|14
Critical blocker unavailable yield tiles: 12|13|14
Critical blocker yield-tile occupants: 145|265|49
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 3
Yield-tile occupied failures: 2022
Rear-boundary failures: 33
Middle-bank reservation failures: 2
Active-event deferrals: 993
Simultaneous arbitration losses: 4

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 3
Trace length: 11
Yield-occupant trace: yieldOccupant[145]: P145(21B/LEFT/MOVING_IN_AISLE@tile12) -> P265(22D/LEFT/MOVING_IN_AISLE@tile13) -> P49(16A/LEFT/MOVING_IN_AISLE@tile14) -> P73(36C/LEFT/MOVING_IN_AISLE@tile15) -> P23(32E/LEFT/MOVING_IN_AISLE@tile16) -> P112(36B/LEFT/MOVING_IN_AISLE@tile17) -> P218(27A/LEFT/MOVING_IN_AISLE@tile18) -> P215(20A/LEFT/MOVING_IN_AISLE@tile19) -> P17(21G/LEFT/MOVING_IN_AISLE@tile20) -> P340(31B/LEFT/MOVING_IN_AISLE@tile21) -> P124(22A/LEFT/WAITING_AT_ROW@tile22) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[265]: P265(22D/LEFT/MOVING_IN_AISLE@tile13) -> P49(16A/LEFT/MOVING_IN_AISLE@tile14) -> P73(36C/LEFT/MOVING_IN_AISLE@tile15) -> P23(32E/LEFT/MOVING_IN_AISLE@tile16) -> P112(36B/LEFT/MOVING_IN_AISLE@tile17) -> P218(27A/LEFT/MOVING_IN_AISLE@tile18) -> P215(20A/LEFT/MOVING_IN_AISLE@tile19) -> P17(21G/LEFT/MOVING_IN_AISLE@tile20) -> P340(31B/LEFT/MOVING_IN_AISLE@tile21) -> P124(22A/LEFT/WAITING_AT_ROW@tile22) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[49]: P49(16A/LEFT/MOVING_IN_AISLE@tile14) -> P73(36C/LEFT/MOVING_IN_AISLE@tile15) -> P23(32E/LEFT/MOVING_IN_AISLE@tile16) -> P112(36B/LEFT/MOVING_IN_AISLE@tile17) -> P218(27A/LEFT/MOVING_IN_AISLE@tile18) -> P215(20A/LEFT/MOVING_IN_AISLE@tile19) -> P17(21G/LEFT/MOVING_IN_AISLE@tile20) -> P340(31B/LEFT/MOVING_IN_AISLE@tile21) -> P124(22A/LEFT/WAITING_AT_ROW@tile22) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P124->22A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P145{seat=21B,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=12,directBlocker=265,lastMoveTick=864,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P265{seat=22D,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=13,directBlocker=49,lastMoveTick=863,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P49{seat=16A,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=14,directBlocker=73,lastMoveTick=855,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 12|13|14
Current unavailable yield tiles: 12|13|14
Current yield-tile occupants: 145|265|49
Final row-event chain: 66|145|265|49|73|23|112|218|215|17|340|124
Final row-event chain length: 12
Distinct row events in chain: 12
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 5
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2366\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 2085\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:12
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 23
Scenario seed: -3239949331600273686

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 94.05%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2820
Passengers seated: 306/353
Average waiting ticks: 674.37
Longest waiting passenger: P7->13B(LEFT)
Longest waiting ticks: 2820

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 34
Cluster candidates evaluated: 94
Executable cluster candidates: 1
Rejected cluster candidates: 93
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 34
Selected release potential total: 3
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 2117
Regions dissolved: 1
Repeated reconstructions avoided: 2117
Largest region lifetime: 2107
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=2107:occupied=34
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1971
State changes reopening evaluation: 32
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2435
Maximum occupied tiles: 34
Seat events: 119
Single-blocker events: 35
Multiple-blocker events: 8
Temporary aisle reoccupations: 52

RIGHT AISLE
-----------
Total moves: 3193
Maximum occupied tiles: 13
Seat events: 187
Single-blocker events: 43
Multiple-blocker events: 25
Temporary aisle reoccupations: 97

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2140
Reservations granted: 2138
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 4

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 13
Remaining moving in aisle: 29
Remaining waiting at row: 5
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 58270
Longest unresolved passenger ID: 7
Longest unresolved row: 13
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P145(21B/LEFT) -> P265(22D/LEFT) -> P49(16A/LEFT) -> P73(36C/LEFT) -> P23(32E/LEFT) -> P112(36B/LEFT) -> P218(27A/LEFT) -> P215(20A/LEFT) -> P17(21G/LEFT) -> P340(31B/LEFT) -> P124(22A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 145
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 29
Total blocked ticks: 75780
Total stationary ticks: 301164
Seat-event requests: 2361
Failed seat-event starts: 2055

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 66
Critical blocker identity: P66->11G(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 5
Terminal WAITING_FOR_SEAT_EVENT nodes: 5
Unresolved internal passengers: 34
Unresolved outside passengers: 13
Unresolved internal passengers outside critical tree: 23
Critical blocker tree:
P66(11G/LEFT/WAITING_FOR_SEAT_EVENT)
  P27(19D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P286(22B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P102(16B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P15(33C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P25(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P235(34D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P249(35A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P315(34F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P28(16E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P310(28C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 2022
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 12|13|14
Critical blocker unavailable yield tiles: 12|13|14
Critical blocker yield-tile occupants: 145|265|49
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 3
Yield-tile occupied failures: 2022
Rear-boundary failures: 33
Middle-bank reservation failures: 2
Active-event deferrals: 993
Simultaneous arbitration losses: 4

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 3
Trace length: 11
Yield-occupant trace: yieldOccupant[145]: P145(21B/LEFT/MOVING_IN_AISLE@tile12) -> P265(22D/LEFT/MOVING_IN_AISLE@tile13) -> P49(16A/LEFT/MOVING_IN_AISLE@tile14) -> P73(36C/LEFT/MOVING_IN_AISLE@tile15) -> P23(32E/LEFT/MOVING_IN_AISLE@tile16) -> P112(36B/LEFT/MOVING_IN_AISLE@tile17) -> P218(27A/LEFT/MOVING_IN_AISLE@tile18) -> P215(20A/LEFT/MOVING_IN_AISLE@tile19) -> P17(21G/LEFT/MOVING_IN_AISLE@tile20) -> P340(31B/LEFT/MOVING_IN_AISLE@tile21) -> P124(22A/LEFT/WAITING_AT_ROW@tile22) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[265]: P265(22D/LEFT/MOVING_IN_AISLE@tile13) -> P49(16A/LEFT/MOVING_IN_AISLE@tile14) -> P73(36C/LEFT/MOVING_IN_AISLE@tile15) -> P23(32E/LEFT/MOVING_IN_AISLE@tile16) -> P112(36B/LEFT/MOVING_IN_AISLE@tile17) -> P218(27A/LEFT/MOVING_IN_AISLE@tile18) -> P215(20A/LEFT/MOVING_IN_AISLE@tile19) -> P17(21G/LEFT/MOVING_IN_AISLE@tile20) -> P340(31B/LEFT/MOVING_IN_AISLE@tile21) -> P124(22A/LEFT/WAITING_AT_ROW@tile22) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[49]: P49(16A/LEFT/MOVING_IN_AISLE@tile14) -> P73(36C/LEFT/MOVING_IN_AISLE@tile15) -> P23(32E/LEFT/MOVING_IN_AISLE@tile16) -> P112(36B/LEFT/MOVING_IN_AISLE@tile17) -> P218(27A/LEFT/MOVING_IN_AISLE@tile18) -> P215(20A/LEFT/MOVING_IN_AISLE@tile19) -> P17(21G/LEFT/MOVING_IN_AISLE@tile20) -> P340(31B/LEFT/MOVING_IN_AISLE@tile21) -> P124(22A/LEFT/WAITING_AT_ROW@tile22) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P124->22A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P145{seat=21B,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=12,directBlocker=265,lastMoveTick=864,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P265{seat=22D,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=13,directBlocker=49,lastMoveTick=863,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P49{seat=16A,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=14,directBlocker=73,lastMoveTick=855,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 12|13|14
Current unavailable yield tiles: 12|13|14
Current yield-tile occupants: 145|265|49
Final row-event chain: 66|145|265|49|73|23|112|218|215|17|340|124
Final row-event chain length: 12
Distinct row events in chain: 12
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 5
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2366\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 2085\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 23 | standardDataset=306/353 (86.69%) | finalTwoRowRiskDispersionDataset=306/353 (86.69%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | finalTwoRowRiskDispersionFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:12
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 24
Scenario seed: -1221455956839341291

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 60.23%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2766
Passengers seated: 267/342
Average waiting ticks: 790.87
Longest waiting passenger: P10->34E(RIGHT)
Longest waiting ticks: 2766

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 31
Cluster candidates evaluated: 32
Executable cluster candidates: 1
Rejected cluster candidates: 31
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 32
Selected release potential total: 3
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 2259
Regions dissolved: 1
Repeated reconstructions avoided: 2259
Largest region lifetime: 2237
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2237:occupied=29
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 2115
State changes reopening evaluation: 30
Region priority competitions: 2
Regions ranked: 4
Hierarchical selections: 2
Lower-priority evaluations deferred: 0
Highest selected priority score: 32010
Left/right priority wins: 0/2
Priority ties: 0
Last priority decision: LEFT:R2:score=2210 | RIGHT:R1:score=32010 | selected=RIGHT

LEFT AISLE
----------
Total moves: 3110
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 48
Multiple-blocker events: 24
Temporary aisle reoccupations: 100

RIGHT AISLE
-----------
Total moves: 1980
Maximum occupied tiles: 34
Seat events: 90
Single-blocker events: 21
Multiple-blocker events: 2
Temporary aisle reoccupations: 25

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 213
Reservations granted: 212
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 41
Remaining moving in aisle: 31
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 67312
Longest unresolved passenger ID: 10
Longest unresolved row: 34
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 27
Longest dependency chain: P297(13F/RIGHT) -> P101(8I/RIGHT) -> P236(17H/RIGHT) -> P164(26I/RIGHT) -> P12(9I/RIGHT) -> P267(34J/RIGHT) -> P106(33D/RIGHT) -> P125(16E/RIGHT) -> P59(16J/RIGHT) -> P254(21G/RIGHT) -> P143(31J/RIGHT) -> P105(19G/RIGHT) -> P177(19I/RIGHT) -> P135(30H/RIGHT) -> P184(29H/RIGHT) -> P185(26G/RIGHT) -> P216(32D/RIGHT) -> P14(23H/RIGHT) -> P46(26D/RIGHT) -> P108(25G/RIGHT) -> P332(34F/RIGHT) -> P113(27J/RIGHT) -> P307(29I/RIGHT) -> P6(32I/RIGHT) -> P147(31F/RIGHT) -> P5(35D/RIGHT) -> P329(30E/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 297
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 31
Total blocked ticks: 80296
Total stationary ticks: 342172
Seat-event requests: 2455
Failed seat-event starts: 2188

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 329
Critical blocker identity: P329->30E(RIGHT)
Direct fan-out: 1
Total indirect descendants: 26
Critical tree size including blocker: 27
Critical tree depth: 27
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 34
Unresolved outside passengers: 41
Unresolved internal passengers outside critical tree: 7
Critical blocker tree:
P329(30E/RIGHT/WAITING_FOR_SEAT_EVENT)
  P5(35D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P147(31F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P6(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P307(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P113(27J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P332(34F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P108(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P46(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P14(23H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P216(32D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P185(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P184(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P135(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P177(19I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P105(19G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P143(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P254(21G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P59(16J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P125(16E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P106(33D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P267(34J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P12(9I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P164(26I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P236(17H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P101(8I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P297(13F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 2161
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 32
Critical blocker yield-tile occupants: 96
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 2161
Rear-boundary failures: 27
Middle-bank reservation failures: 1
Active-event deferrals: 730
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 5
Yield-occupant trace: yieldOccupant[96]: P96(36H/RIGHT/MOVING_IN_AISLE@tile32) -> P227(34I/RIGHT/MOVING_IN_AISLE@tile33) -> P262(35J/RIGHT/MOVING_IN_AISLE@tile34) -> P132(36E/RIGHT/MOVING_IN_AISLE@tile35) -> P336(36F/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P336->36F(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P96{seat=36H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=32,directBlocker=227,lastMoveTick=519,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 32
Current yield-tile occupants: 96
Final row-event chain: 329|96|227|262|132|336
Final row-event chain length: 6
Distinct row events in chain: 6
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2455\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 5\nSubstituted events started: 4\nOccupied-space rejections: 2175\nMaximum scheduling-chain depth: 3\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:12
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 24
Scenario seed: -1221455956839341291

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 60.23%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2766
Passengers seated: 267/342
Average waiting ticks: 790.87
Longest waiting passenger: P10->34E(RIGHT)
Longest waiting ticks: 2766

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 31
Cluster candidates evaluated: 32
Executable cluster candidates: 1
Rejected cluster candidates: 31
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 32
Selected release potential total: 3
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 2259
Regions dissolved: 1
Repeated reconstructions avoided: 2259
Largest region lifetime: 2237
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2237:occupied=29
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 2115
State changes reopening evaluation: 30
Region priority competitions: 2
Regions ranked: 4
Hierarchical selections: 2
Lower-priority evaluations deferred: 0
Highest selected priority score: 32010
Left/right priority wins: 0/2
Priority ties: 0
Last priority decision: LEFT:R2:score=2210 | RIGHT:R1:score=32010 | selected=RIGHT

LEFT AISLE
----------
Total moves: 3110
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 48
Multiple-blocker events: 24
Temporary aisle reoccupations: 100

RIGHT AISLE
-----------
Total moves: 1980
Maximum occupied tiles: 34
Seat events: 90
Single-blocker events: 21
Multiple-blocker events: 2
Temporary aisle reoccupations: 25

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 213
Reservations granted: 212
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 41
Remaining moving in aisle: 31
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 67312
Longest unresolved passenger ID: 10
Longest unresolved row: 34
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 27
Longest dependency chain: P297(13F/RIGHT) -> P101(8I/RIGHT) -> P236(17H/RIGHT) -> P164(26I/RIGHT) -> P12(9I/RIGHT) -> P267(34J/RIGHT) -> P106(33D/RIGHT) -> P125(16E/RIGHT) -> P59(16J/RIGHT) -> P254(21G/RIGHT) -> P143(31J/RIGHT) -> P105(19G/RIGHT) -> P177(19I/RIGHT) -> P135(30H/RIGHT) -> P184(29H/RIGHT) -> P185(26G/RIGHT) -> P216(32D/RIGHT) -> P14(23H/RIGHT) -> P46(26D/RIGHT) -> P108(25G/RIGHT) -> P332(34F/RIGHT) -> P113(27J/RIGHT) -> P307(29I/RIGHT) -> P6(32I/RIGHT) -> P147(31F/RIGHT) -> P5(35D/RIGHT) -> P329(30E/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 297
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 31
Total blocked ticks: 80296
Total stationary ticks: 342172
Seat-event requests: 2455
Failed seat-event starts: 2188

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 329
Critical blocker identity: P329->30E(RIGHT)
Direct fan-out: 1
Total indirect descendants: 26
Critical tree size including blocker: 27
Critical tree depth: 27
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 34
Unresolved outside passengers: 41
Unresolved internal passengers outside critical tree: 7
Critical blocker tree:
P329(30E/RIGHT/WAITING_FOR_SEAT_EVENT)
  P5(35D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P147(31F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P6(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P307(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P113(27J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P332(34F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P108(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P46(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P14(23H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P216(32D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P185(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P184(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P135(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P177(19I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P105(19G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P143(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P254(21G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P59(16J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P125(16E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P106(33D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P267(34J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P12(9I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P164(26I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P236(17H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P101(8I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P297(13F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 2161
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 32
Critical blocker yield-tile occupants: 96
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 2161
Rear-boundary failures: 27
Middle-bank reservation failures: 1
Active-event deferrals: 730
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 5
Yield-occupant trace: yieldOccupant[96]: P96(36H/RIGHT/MOVING_IN_AISLE@tile32) -> P227(34I/RIGHT/MOVING_IN_AISLE@tile33) -> P262(35J/RIGHT/MOVING_IN_AISLE@tile34) -> P132(36E/RIGHT/MOVING_IN_AISLE@tile35) -> P336(36F/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P336->36F(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P96{seat=36H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=32,directBlocker=227,lastMoveTick=519,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 32
Current yield-tile occupants: 96
Final row-event chain: 329|96|227|262|132|336
Final row-event chain length: 6
Distinct row events in chain: 6
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2455\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 5\nSubstituted events started: 4\nOccupied-space rejections: 2175\nMaximum scheduling-chain depth: 3\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 24 | standardDataset=267/342 (78.07%) | finalTwoRowRiskDispersionDataset=267/342 (78.07%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | finalTwoRowRiskDispersionFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:12
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 25
Scenario seed: 1638712341093062793

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.75%
Blocker-prone seat share (topology component): 65.69%
Aisle-assignment balance: 99.27%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 975
Passengers seated: 274/274
Average waiting ticks: 449.69
Longest waiting passenger: P120->12C(LEFT)
Longest waiting ticks: 920

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2058
Maximum occupied tiles: 12
Seat events: 136
Single-blocker events: 43
Multiple-blocker events: 16
Temporary aisle reoccupations: 75

RIGHT AISLE
-----------
Total moves: 2190
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 41
Multiple-blocker events: 11
Temporary aisle reoccupations: 63

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5286
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6540
Total stationary ticks: 127652
Seat-event requests: 286
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 615
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 615
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 290\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:12
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 25
Scenario seed: 1638712341093062793

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.75%
Blocker-prone seat share (topology component): 65.69%
Aisle-assignment balance: 99.27%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 975
Passengers seated: 274/274
Average waiting ticks: 449.69
Longest waiting passenger: P120->12C(LEFT)
Longest waiting ticks: 920

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2058
Maximum occupied tiles: 12
Seat events: 136
Single-blocker events: 43
Multiple-blocker events: 16
Temporary aisle reoccupations: 75

RIGHT AISLE
-----------
Total moves: 2190
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 41
Multiple-blocker events: 11
Temporary aisle reoccupations: 63

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5286
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6540
Total stationary ticks: 127652
Seat-event requests: 286
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 615
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 615
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 290\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 25 | standardDataset=274/274 (100.00%) | finalTwoRowRiskDispersionDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:12
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 26
Scenario seed: -532819596257537352

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 29.13%
Blocker-prone seat share (topology component): 64.78%
Aisle-assignment balance: 94.78%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 855
Passengers seated: 230/230
Average waiting ticks: 377.99
Longest waiting passenger: P74->4G(RIGHT)
Longest waiting ticks: 812

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1765
Maximum occupied tiles: 12
Seat events: 109
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1868
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 54

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 78
Reservations granted: 73
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4537
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5439
Total stationary ticks: 90735
Seat-event requests: 234
Failed seat-event starts: 4

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 453
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 4
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 453
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 239\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:12
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 26
Scenario seed: -532819596257537352

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 29.13%
Blocker-prone seat share (topology component): 64.78%
Aisle-assignment balance: 94.78%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 855
Passengers seated: 230/230
Average waiting ticks: 377.97
Longest waiting passenger: P74->4G(RIGHT)
Longest waiting ticks: 812

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1765
Maximum occupied tiles: 12
Seat events: 109
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1868
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 54

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 78
Reservations granted: 73
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4545
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5457
Total stationary ticks: 90742
Seat-event requests: 234
Failed seat-event starts: 4

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 457
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 4
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 457
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 239\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 26 | standardDataset=230/230 (100.00%) | finalTwoRowRiskDispersionDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:12
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 27
Scenario seed: 4698760146810016372

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.61%
Blocker-prone seat share (topology component): 65.31%
Aisle-assignment balance: 88.98%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2439
Passengers seated: 241/245
Average waiting ticks: 415.87
Longest waiting passenger: P76->32I(RIGHT)
Longest waiting ticks: 2373

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 6
Cluster candidates evaluated: 5
Executable cluster candidates: 3
Rejected cluster candidates: 2
Cluster selections: 3
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 10
Last cluster decision: RIGHT:region=R4:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 1543
Regions dissolved: 3
Repeated reconstructions avoided: 1543
Largest region lifetime: 1499
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R4:age=1499:occupied=4
Confirmation deferral ticks: 7
Regions reaching confirmation: 4
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1495
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1544
Maximum occupied tiles: 11
Seat events: 109
Single-blocker events: 29
Multiple-blocker events: 6
Temporary aisle reoccupations: 41

RIGHT AISLE
-----------
Total moves: 2234
Maximum occupied tiles: 13
Seat events: 132
Single-blocker events: 44
Multiple-blocker events: 5
Temporary aisle reoccupations: 54

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1593
Reservations granted: 1593
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4939
Longest unresolved passenger ID: 220
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P49(30D/RIGHT) -> P89(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 49
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 12213
Total stationary ticks: 109207
Seat-event requests: 1779
Failed seat-event starts: 1538

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 76
Critical blocker identity: P76->32I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 4
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P76(32I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P220(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1516
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 1
Critical blocker required yield tiles: 33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1516
Rear-boundary failures: 22
Middle-bank reservation failures: 0
Active-event deferrals: 577
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1776\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 4\nOccupied-space rejections: 1520\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:12
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 27
Scenario seed: 4698760146810016372

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.61%
Blocker-prone seat share (topology component): 65.31%
Aisle-assignment balance: 88.98%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2439
Passengers seated: 241/245
Average waiting ticks: 415.89
Longest waiting passenger: P76->32I(RIGHT)
Longest waiting ticks: 2373

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 6
Cluster candidates evaluated: 5
Executable cluster candidates: 3
Rejected cluster candidates: 2
Cluster selections: 3
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 10
Last cluster decision: RIGHT:region=R4:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 1543
Regions dissolved: 3
Repeated reconstructions avoided: 1543
Largest region lifetime: 1499
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R4:age=1499:occupied=4
Confirmation deferral ticks: 7
Regions reaching confirmation: 4
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1495
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1544
Maximum occupied tiles: 11
Seat events: 109
Single-blocker events: 29
Multiple-blocker events: 6
Temporary aisle reoccupations: 41

RIGHT AISLE
-----------
Total moves: 2234
Maximum occupied tiles: 13
Seat events: 132
Single-blocker events: 44
Multiple-blocker events: 5
Temporary aisle reoccupations: 54

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1593
Reservations granted: 1593
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4939
Longest unresolved passenger ID: 220
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P49(30D/RIGHT) -> P89(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 49
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 12205
Total stationary ticks: 109205
Seat-event requests: 1779
Failed seat-event starts: 1538

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 76
Critical blocker identity: P76->32I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 4
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P76(32I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P220(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1516
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 1
Critical blocker required yield tiles: 33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1516
Rear-boundary failures: 22
Middle-bank reservation failures: 0
Active-event deferrals: 577
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1776\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 4\nOccupied-space rejections: 1520\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 27 | standardDataset=241/245 (98.37%) | finalTwoRowRiskDispersionDataset=241/245 (98.37%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=3 | clusterStarts=3 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | finalTwoRowRiskDispersionFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:12
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 28
Scenario seed: 6756367634020002859

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 59.49%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1254
Passengers seated: 353/353
Average waiting ticks: 583.18
Longest waiting passenger: P289->8D(LEFT)
Longest waiting ticks: 1185

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3116
Maximum occupied tiles: 18
Seat events: 179
Single-blocker events: 54
Multiple-blocker events: 20
Temporary aisle reoccupations: 96

RIGHT AISLE
-----------
Total moves: 3059
Maximum occupied tiles: 13
Seat events: 174
Single-blocker events: 37
Multiple-blocker events: 25
Temporary aisle reoccupations: 91

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 145
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7727
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9608
Total stationary ticks: 212567
Seat-event requests: 366
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 942
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 942
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 370\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:12
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 28
Scenario seed: 6756367634020002859

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 59.49%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1254
Passengers seated: 353/353
Average waiting ticks: 583.18
Longest waiting passenger: P289->8D(LEFT)
Longest waiting ticks: 1185

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3116
Maximum occupied tiles: 18
Seat events: 179
Single-blocker events: 54
Multiple-blocker events: 20
Temporary aisle reoccupations: 96

RIGHT AISLE
-----------
Total moves: 3059
Maximum occupied tiles: 13
Seat events: 174
Single-blocker events: 37
Multiple-blocker events: 25
Temporary aisle reoccupations: 91

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 145
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7727
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9608
Total stationary ticks: 212567
Seat-event requests: 366
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 942
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 942
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 370\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 28 | standardDataset=353/353 (100.00%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:12
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 29
Scenario seed: -3322513429292929168

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2346
Passengers seated: 229/235
Average waiting ticks: 392.09
Longest waiting passenger: P162->30F(LEFT)
Longest waiting ticks: 2278

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 6
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 7
Selected release potential total: 8
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1746
Regions dissolved: 2
Repeated reconstructions avoided: 1746
Largest region lifetime: 1709
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1709:occupied=6
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1605
State changes reopening evaluation: 4
Region priority competitions: 3
Regions ranked: 6
Hierarchical selections: 3
Lower-priority evaluations deferred: 1
Highest selected priority score: 6614
Left/right priority wins: 1/2
Priority ties: 0
Last priority decision: LEFT:R2:score=5543 | RIGHT:R3:score=2210 | selected=LEFT

LEFT AISLE
----------
Total moves: 1651
Maximum occupied tiles: 15
Seat events: 108
Single-blocker events: 27
Multiple-blocker events: 9
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1729
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 30
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1752
Reservations granted: 1748
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 5
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 8840
Longest unresolved passenger ID: 191
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 6
Longest dependency chain: P120(28D/LEFT) -> P23(28B/LEFT) -> P1(30C/LEFT) -> P182(30B/LEFT) -> P191(30A/LEFT) -> P162(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 120
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 5
Total blocked ticks: 15467
Total stationary ticks: 104008
Seat-event requests: 1867
Failed seat-event starts: 1638

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 162
Critical blocker identity: P162->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 5
Critical tree size including blocker: 6
Critical tree depth: 6
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P162(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P191(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P182(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P1(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P23(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P120(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1624
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31|32
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 14
Rear-boundary failures: 1624
Middle-bank reservation failures: 4
Active-event deferrals: 703
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31|32
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1869\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:12
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 29
Scenario seed: -3322513429292929168

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 847
Passengers seated: 235/235
Average waiting ticks: 386.76
Longest waiting passenger: P216->9F(RIGHT)
Longest waiting ticks: 826

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 4
Largest detected cluster: 7
Selected release potential total: 8
Last cluster decision: RIGHT:tiles12-18:occupied=6:anchor=P151:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 38
Regions dissolved: 2
Repeated reconstructions avoided: 38
Largest region lifetime: 31
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=31
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1662
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 27
Multiple-blocker events: 11
Temporary aisle reoccupations: 54

RIGHT AISLE
-----------
Total moves: 1729
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 132
Reservations granted: 127
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4263
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5478
Total stationary ticks: 94465
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 622
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 622
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 252\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 6\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 29 | standardDataset=229/235 (97.45%) | finalTwoRowRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+6 | completionDelta=+2.55% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=4 | convertedToSuccess=true | finalTwoRowRiskDispersionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:12
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 30
Scenario seed: -2961275308435377603

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.24%
Blocker-prone seat share (topology component): 67.35%
Aisle-assignment balance: 97.96%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 916
Passengers seated: 245/245
Average waiting ticks: 409.66
Longest waiting passenger: P117->28H(RIGHT)
Longest waiting ticks: 849

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1825
Maximum occupied tiles: 11
Seat events: 120
Single-blocker events: 32
Multiple-blocker events: 9
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 2019
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 32
Multiple-blocker events: 10
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 87
Reservations granted: 84
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4349
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5416
Total stationary ticks: 103885
Seat-event requests: 249
Failed seat-event starts: 4

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 594
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 4
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 594
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 252\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
============================================================
Date/Time: 2026-07-17 01:40:12
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 3783790101901
Scenario number: 30
Scenario seed: -2961275308435377603

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.24%
Blocker-prone seat share (topology component): 67.35%
Aisle-assignment balance: 97.96%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 916
Passengers seated: 245/245
Average waiting ticks: 410.09
Longest waiting passenger: P117->28H(RIGHT)
Longest waiting ticks: 849

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1825
Maximum occupied tiles: 10
Seat events: 120
Single-blocker events: 32
Multiple-blocker events: 9
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 2019
Maximum occupied tiles: 13
Seat events: 125
Single-blocker events: 32
Multiple-blocker events: 10
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 85
Reservations granted: 84
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4323
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5388
Total stationary ticks: 103955
Seat-event requests: 249
Failed seat-event starts: 4

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 609
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 4
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 609
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 30 | standardDataset=245/245 (100.00%) | finalTwoRowRiskDispersionDataset=245/245 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 38
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION I
************************************************************
Experiment seed: 3783790101901
Scenarios executed: 60
Successful completions: 39
Incomplete/MAX_TICKS: 21
Average completed ticks: 1490.48
Average waiting ticks: 461.33
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:03
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 1
Scenario seed: -3294410866821657122

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.87%
Blocker-prone seat share (topology component): 65.65%
Aisle-assignment balance: 93.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2385
Passengers seated: 228/230
Average waiting ticks: 395.59
Longest waiting passenger: P208->31B(LEFT)
Longest waiting ticks: 2329

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1652
Maximum occupied tiles: 10
Seat events: 105
Single-blocker events: 25
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1852
Maximum occupied tiles: 10
Seat events: 123
Single-blocker events: 37
Multiple-blocker events: 7
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 82
Reservations granted: 81
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4078
Longest unresolved passenger ID: 215
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 1
Longest dependency chain: P208(31B/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 208
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8283
Total stationary ticks: 94336
Seat-event requests: 1862
Failed seat-event starts: 1634

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 208
Critical blocker identity: P208->31B(LEFT)
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 1
Critical tree depth: 1
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P208(31B/LEFT/WAITING_FOR_SEAT_EVENT)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1633
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 32
Critical blocker unavailable yield tiles: 32
Critical blocker yield-tile occupants: 215
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1633
Rear-boundary failures: 1
Middle-bank reservation failures: 1
Active-event deferrals: 492
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[215]: P215(32A/LEFT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P215->32A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P215{seat=32A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=32,directBlocker=-1,lastMoveTick=751,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 32
Current unavailable yield tiles: 32
Current yield-tile occupants: 215
Final row-event chain: 208|215
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1863\nPrecedence substitutions made: 0\nDependency chains followed: 1628\nBlocked by waiting-row occupant: 1628\nSubstituted events started: 0\nOccupied-space rejections: 1633\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:03
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 1
Scenario seed: -3294410866821657122

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.87%
Blocker-prone seat share (topology component): 65.65%
Aisle-assignment balance: 93.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 885
Passengers seated: 230/230
Average waiting ticks: 381.44
Longest waiting passenger: P85->29I(RIGHT)
Longest waiting ticks: 826

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1652
Maximum occupied tiles: 10
Seat events: 107
Single-blocker events: 27
Multiple-blocker events: 9
Temporary aisle reoccupations: 45

RIGHT AISLE
-----------
Total moves: 1852
Maximum occupied tiles: 10
Seat events: 123
Single-blocker events: 37
Multiple-blocker events: 7
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 82
Reservations granted: 81
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4093
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5034
Total stationary ticks: 91087
Seat-event requests: 235
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 487
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 487
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 236\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 01 | standardDataset=228/230 (99.13%) | finalTwoRowRiskDispersionDataset=230/230 (100.00%) | seatedDelta=+2 | completionDelta=+0.87% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | finalTwoRowRiskDispersionWorse=false | standardFamily=LINKED_ROW_EVENT_CHAIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:03
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 2
Scenario seed: -2472508544781366963

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1027
Passengers seated: 282/282
Average waiting ticks: 460.30
Longest waiting passenger: P165->28I(RIGHT)
Longest waiting ticks: 962

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:tiles26-28:occupied=3:anchor=P265:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 15
Regions dissolved: 1
Repeated reconstructions avoided: 15
Largest region lifetime: 16
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=16
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2006
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 30
Multiple-blocker events: 16
Temporary aisle reoccupations: 62

RIGHT AISLE
-----------
Total moves: 2355
Maximum occupied tiles: 14
Seat events: 145
Single-blocker events: 42
Multiple-blocker events: 14
Temporary aisle reoccupations: 70

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5758
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6956
Total stationary ticks: 134651
Seat-event requests: 294
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 603
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 603
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:03
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 2
Scenario seed: -2472508544781366963

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1027
Passengers seated: 282/282
Average waiting ticks: 460.30
Longest waiting passenger: P165->28I(RIGHT)
Longest waiting ticks: 962

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:tiles26-28:occupied=3:anchor=P265:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 15
Regions dissolved: 1
Repeated reconstructions avoided: 15
Largest region lifetime: 16
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=16
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2006
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 30
Multiple-blocker events: 16
Temporary aisle reoccupations: 62

RIGHT AISLE
-----------
Total moves: 2355
Maximum occupied tiles: 14
Seat events: 145
Single-blocker events: 42
Multiple-blocker events: 14
Temporary aisle reoccupations: 70

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5758
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6956
Total stationary ticks: 134651
Seat-event requests: 294
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 603
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 603
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 02 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:03
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 3
Scenario seed: -7748780945149552087

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.38%
Blocker-prone seat share (topology component): 76.56%
Aisle-assignment balance: 98.96%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 701
Passengers seated: 192/192
Average waiting ticks: 316.67
Longest waiting passenger: P39->19G(RIGHT)
Longest waiting ticks: 671

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 7
Regions dissolved: 1
Repeated reconstructions avoided: 7
Largest region lifetime: 8
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=8
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1366
Maximum occupied tiles: 11
Seat events: 95
Single-blocker events: 23
Multiple-blocker events: 8
Temporary aisle reoccupations: 39

RIGHT AISLE
-----------
Total moves: 1375
Maximum occupied tiles: 11
Seat events: 97
Single-blocker events: 20
Multiple-blocker events: 6
Temporary aisle reoccupations: 34

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 104
Reservations granted: 102
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3227
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4193
Total stationary ticks: 63456
Seat-event requests: 201
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 517
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 517
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 203\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:03
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 3
Scenario seed: -7748780945149552087

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.38%
Blocker-prone seat share (topology component): 76.56%
Aisle-assignment balance: 98.96%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 701
Passengers seated: 192/192
Average waiting ticks: 316.67
Longest waiting passenger: P39->19G(RIGHT)
Longest waiting ticks: 671

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 7
Regions dissolved: 1
Repeated reconstructions avoided: 7
Largest region lifetime: 8
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=8
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1366
Maximum occupied tiles: 11
Seat events: 95
Single-blocker events: 23
Multiple-blocker events: 8
Temporary aisle reoccupations: 39

RIGHT AISLE
-----------
Total moves: 1375
Maximum occupied tiles: 11
Seat events: 97
Single-blocker events: 20
Multiple-blocker events: 6
Temporary aisle reoccupations: 34

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 104
Reservations granted: 102
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3227
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4193
Total stationary ticks: 63456
Seat-event requests: 201
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 517
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 517
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 203\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 03 | standardDataset=192/192 (100.00%) | finalTwoRowRiskDispersionDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:03
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 4
Scenario seed: 2342791435952190363

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 29.17%
Blocker-prone seat share (topology component): 60.07%
Aisle-assignment balance: 94.44%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1106
Passengers seated: 288/288
Average waiting ticks: 483.48
Longest waiting passenger: P263->30I(RIGHT)
Longest waiting ticks: 1029

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles30-32:occupied=3:anchor=P108:selected=P230:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2354
Maximum occupied tiles: 12
Seat events: 136
Single-blocker events: 37
Multiple-blocker events: 12
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 2631
Maximum occupied tiles: 14
Seat events: 152
Single-blocker events: 43
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 123
Reservations granted: 123
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6114
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7242
Total stationary ticks: 144402
Seat-event requests: 301
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 567
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 567
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 300\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:03
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 4
Scenario seed: 2342791435952190363

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 29.17%
Blocker-prone seat share (topology component): 60.07%
Aisle-assignment balance: 94.44%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1106
Passengers seated: 288/288
Average waiting ticks: 483.30
Longest waiting passenger: P263->30I(RIGHT)
Longest waiting ticks: 1029

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles30-32:occupied=3:anchor=P108:selected=P230:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2354
Maximum occupied tiles: 12
Seat events: 136
Single-blocker events: 37
Multiple-blocker events: 12
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 2631
Maximum occupied tiles: 14
Seat events: 152
Single-blocker events: 43
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 123
Reservations granted: 123
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6152
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7275
Total stationary ticks: 144396
Seat-event requests: 301
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 554
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 554
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 300\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 04 | standardDataset=288/288 (100.00%) | finalTwoRowRiskDispersionDataset=288/288 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:03
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 5
Scenario seed: -3951281758709041473

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1018
Passengers seated: 282/282
Average waiting ticks: 464.90
Longest waiting passenger: P47->9D(LEFT)
Longest waiting ticks: 970

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:tiles16-19:occupied=3:anchor=P244:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 15
Regions dissolved: 1
Repeated reconstructions avoided: 15
Largest region lifetime: 16
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=16
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2201
Maximum occupied tiles: 12
Seat events: 144
Single-blocker events: 40
Multiple-blocker events: 14
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2166
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 34
Multiple-blocker events: 16
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5128
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6433
Total stationary ticks: 135329
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 684
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 684
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 296\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:03
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 5
Scenario seed: -3951281758709041473

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1019
Passengers seated: 282/282
Average waiting ticks: 464.88
Longest waiting passenger: P47->9D(LEFT)
Longest waiting ticks: 971

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:tiles16-19:occupied=3:anchor=P244:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 15
Regions dissolved: 1
Repeated reconstructions avoided: 15
Largest region lifetime: 16
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=16
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2201
Maximum occupied tiles: 12
Seat events: 144
Single-blocker events: 40
Multiple-blocker events: 14
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2166
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 34
Multiple-blocker events: 16
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5148
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6461
Total stationary ticks: 135348
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 688
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 688
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 296\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 05 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:03
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 6
Scenario seed: -8815745913179583711

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.20%
Blocker-prone seat share (topology component): 66.12%
Aisle-assignment balance: 97.14%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 882
Passengers seated: 245/245
Average waiting ticks: 402.88
Longest waiting passenger: P71->9G(RIGHT)
Longest waiting ticks: 847

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1740
Maximum occupied tiles: 14
Seat events: 119
Single-blocker events: 26
Multiple-blocker events: 8
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 2029
Maximum occupied tiles: 13
Seat events: 126
Single-blocker events: 35
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 83
Reservations granted: 83
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4820
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5983
Total stationary ticks: 102843
Seat-event requests: 251
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:03
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 6
Scenario seed: -8815745913179583711

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 245
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.20%
Blocker-prone seat share (topology component): 66.12%
Aisle-assignment balance: 97.14%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 882
Passengers seated: 245/245
Average waiting ticks: 402.93
Longest waiting passenger: P71->9G(RIGHT)
Longest waiting ticks: 847

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1740
Maximum occupied tiles: 13
Seat events: 119
Single-blocker events: 26
Multiple-blocker events: 8
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 2029
Maximum occupied tiles: 13
Seat events: 126
Single-blocker events: 35
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 84
Reservations granted: 84
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4790
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5893
Total stationary ticks: 102790
Seat-event requests: 252
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 574
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 574
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 252\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 06 | standardDataset=245/245 (100.00%) | finalTwoRowRiskDispersionDataset=245/245 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:03
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 7
Scenario seed: 672597866357756499

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.37%
Blocker-prone seat share (topology component): 73.53%
Aisle-assignment balance: 87.25%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 829
Passengers seated: 204/204
Average waiting ticks: 336.70
Longest waiting passenger: P193->30F(LEFT)
Longest waiting ticks: 757

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1701
Maximum occupied tiles: 11
Seat events: 115
Single-blocker events: 27
Multiple-blocker events: 11
Temporary aisle reoccupations: 54

RIGHT AISLE
-----------
Total moves: 1296
Maximum occupied tiles: 13
Seat events: 89
Single-blocker events: 19
Multiple-blocker events: 4
Temporary aisle reoccupations: 27

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 107
Reservations granted: 107
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3852
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4824
Total stationary ticks: 72013
Seat-event requests: 210
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 445
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 445
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 210\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:03
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 7
Scenario seed: 672597866357756499

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.37%
Blocker-prone seat share (topology component): 73.53%
Aisle-assignment balance: 87.25%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 829
Passengers seated: 204/204
Average waiting ticks: 336.70
Longest waiting passenger: P193->30F(LEFT)
Longest waiting ticks: 757

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1701
Maximum occupied tiles: 11
Seat events: 115
Single-blocker events: 27
Multiple-blocker events: 11
Temporary aisle reoccupations: 54

RIGHT AISLE
-----------
Total moves: 1296
Maximum occupied tiles: 13
Seat events: 89
Single-blocker events: 19
Multiple-blocker events: 4
Temporary aisle reoccupations: 27

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 107
Reservations granted: 107
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3852
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4824
Total stationary ticks: 72013
Seat-event requests: 210
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 445
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 445
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 210\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 07 | standardDataset=204/204 (100.00%) | finalTwoRowRiskDispersionDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:03
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 8
Scenario seed: -2282944641081742799

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.25%
Blocker-prone seat share (topology component): 73.44%
Aisle-assignment balance: 95.83%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 725
Passengers seated: 192/192
Average waiting ticks: 312.57
Longest waiting passenger: P58->1D(RIGHT)
Longest waiting ticks: 669

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 20
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=20
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1307
Maximum occupied tiles: 10
Seat events: 92
Single-blocker events: 23
Multiple-blocker events: 8
Temporary aisle reoccupations: 40

RIGHT AISLE
-----------
Total moves: 1457
Maximum occupied tiles: 12
Seat events: 100
Single-blocker events: 18
Multiple-blocker events: 13
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 113
Reservations granted: 112
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3415
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4189
Total stationary ticks: 62785
Seat-event requests: 207
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 389
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 389
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 207\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:03
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 8
Scenario seed: -2282944641081742799

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 192
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.25%
Blocker-prone seat share (topology component): 73.44%
Aisle-assignment balance: 95.83%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 725
Passengers seated: 192/192
Average waiting ticks: 312.58
Longest waiting passenger: P58->1D(RIGHT)
Longest waiting ticks: 669

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 20
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=20
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1307
Maximum occupied tiles: 10
Seat events: 92
Single-blocker events: 23
Multiple-blocker events: 8
Temporary aisle reoccupations: 40

RIGHT AISLE
-----------
Total moves: 1457
Maximum occupied tiles: 12
Seat events: 100
Single-blocker events: 18
Multiple-blocker events: 13
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 118
Reservations granted: 113
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3420
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4208
Total stationary ticks: 62793
Seat-event requests: 208
Failed seat-event starts: 16

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 394
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 16
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 394
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 212\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 08 | standardDataset=192/192 (100.00%) | finalTwoRowRiskDispersionDataset=192/192 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 9
Scenario seed: -4623073505629217145

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 66.42%
Aisle-assignment balance: 97.08%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 997
Passengers seated: 274/274
Average waiting ticks: 453.04
Longest waiting passenger: P151->6A(LEFT)
Longest waiting ticks: 939

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2194
Maximum occupied tiles: 12
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2016
Maximum occupied tiles: 11
Seat events: 133
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 100
Reservations granted: 94
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 2

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5144
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6309
Total stationary ticks: 128369
Seat-event requests: 284
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 628
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 1
Middle-bank reservation failures: 6
Active-event deferrals: 628
Simultaneous arbitration losses: 2

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:04
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 9
Scenario seed: -4623073505629217145

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 66.42%
Aisle-assignment balance: 97.08%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 997
Passengers seated: 274/274
Average waiting ticks: 452.57
Longest waiting passenger: P151->6A(LEFT)
Longest waiting ticks: 939

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2194
Maximum occupied tiles: 11
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2016
Maximum occupied tiles: 11
Seat events: 133
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 94
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5140
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6506
Total stationary ticks: 128370
Seat-event requests: 283
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 682
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 682
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 286\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 09 | standardDataset=274/274 (100.00%) | finalTwoRowRiskDispersionDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 10
Scenario seed: 734030644226512999

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.70%
Blocker-prone seat share (topology component): 59.88%
Aisle-assignment balance: 95.68%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1213
Passengers seated: 324/324
Average waiting ticks: 541.40
Longest waiting passenger: P8->36D(RIGHT)
Longest waiting ticks: 1132

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 4
Largest detected cluster: 7
Selected release potential total: 9
Last cluster decision: RIGHT:tiles9-14:occupied=5:anchor=P310:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 64
Regions dissolved: 3
Repeated reconstructions avoided: 64
Largest region lifetime: 41
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=41
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2668
Maximum occupied tiles: 13
Seat events: 155
Single-blocker events: 44
Multiple-blocker events: 20
Temporary aisle reoccupations: 89

RIGHT AISLE
-----------
Total moves: 3014
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 40
Multiple-blocker events: 21
Temporary aisle reoccupations: 89

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 156
Reservations granted: 156
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7079
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8719
Total stationary ticks: 181486
Seat-event requests: 350
Failed seat-event starts: 26

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 808
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 26
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 808
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 348\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 8\nOccupied-space rejections: 30\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:04
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 10
Scenario seed: 734030644226512999

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 324
Occupancy: 90%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.70%
Blocker-prone seat share (topology component): 59.88%
Aisle-assignment balance: 95.68%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1213
Passengers seated: 324/324
Average waiting ticks: 541.40
Longest waiting passenger: P8->36D(RIGHT)
Longest waiting ticks: 1132

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 4
Largest detected cluster: 7
Selected release potential total: 9
Last cluster decision: RIGHT:tiles9-14:occupied=5:anchor=P310:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 64
Regions dissolved: 3
Repeated reconstructions avoided: 64
Largest region lifetime: 41
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=41
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2668
Maximum occupied tiles: 13
Seat events: 155
Single-blocker events: 44
Multiple-blocker events: 20
Temporary aisle reoccupations: 89

RIGHT AISLE
-----------
Total moves: 3014
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 40
Multiple-blocker events: 21
Temporary aisle reoccupations: 89

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 156
Reservations granted: 156
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7079
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8719
Total stationary ticks: 181486
Seat-event requests: 350
Failed seat-event starts: 26

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 808
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 26
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 808
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 348\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 8\nOccupied-space rejections: 30\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 10 | standardDataset=324/324 (100.00%) | finalTwoRowRiskDispersionDataset=324/324 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=4 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 11
Scenario seed: 2100593027417007675

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1030
Passengers seated: 282/282
Average waiting ticks: 473.97
Longest waiting passenger: P229->3E(LEFT)
Longest waiting ticks: 981

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles19-21:occupied=3:anchor=P160:selected=P207:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 13
Regions dissolved: 1
Repeated reconstructions avoided: 13
Largest region lifetime: 14
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=14
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2150
Maximum occupied tiles: 13
Seat events: 143
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

RIGHT AISLE
-----------
Total moves: 2205
Maximum occupied tiles: 11
Seat events: 139
Single-blocker events: 29
Multiple-blocker events: 12
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 99
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5337
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6304
Total stationary ticks: 137974
Seat-event requests: 292
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 529
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 529
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:04
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 11
Scenario seed: 2100593027417007675

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1030
Passengers seated: 282/282
Average waiting ticks: 473.95
Longest waiting passenger: P229->3E(LEFT)
Longest waiting ticks: 981

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles19-21:occupied=3:anchor=P160:selected=P207:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 13
Regions dissolved: 1
Repeated reconstructions avoided: 13
Largest region lifetime: 14
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=14
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2150
Maximum occupied tiles: 13
Seat events: 143
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

RIGHT AISLE
-----------
Total moves: 2205
Maximum occupied tiles: 11
Seat events: 139
Single-blocker events: 29
Multiple-blocker events: 12
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 99
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5340
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6307
Total stationary ticks: 137974
Seat-event requests: 292
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 528
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 528
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 11 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 12
Scenario seed: 646926210792633492

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 66.42%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 977
Passengers seated: 274/274
Average waiting ticks: 453.85
Longest waiting passenger: P72->3A(LEFT)
Longest waiting ticks: 914

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 3
Executable cluster candidates: 3
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 5
Last cluster decision: RIGHT:tiles1-4:occupied=3:anchor=P249:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 17
Regions dissolved: 2
Repeated reconstructions avoided: 17
Largest region lifetime: 14
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=5
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2121
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 32
Multiple-blocker events: 16
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2123
Maximum occupied tiles: 13
Seat events: 137
Single-blocker events: 35
Multiple-blocker events: 20
Temporary aisle reoccupations: 75

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 109
Reservations granted: 105
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5093
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6424
Total stationary ticks: 128578
Seat-event requests: 293
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 687
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 687
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:04
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 12
Scenario seed: 646926210792633492

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.39%
Blocker-prone seat share (topology component): 66.42%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 977
Passengers seated: 274/274
Average waiting ticks: 453.79
Longest waiting passenger: P72->3A(LEFT)
Longest waiting ticks: 914

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 3
Executable cluster candidates: 3
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 5
Last cluster decision: RIGHT:tiles1-4:occupied=3:anchor=P249:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 17
Regions dissolved: 2
Repeated reconstructions avoided: 17
Largest region lifetime: 14
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=5
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2121
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 32
Multiple-blocker events: 16
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2123
Maximum occupied tiles: 13
Seat events: 137
Single-blocker events: 35
Multiple-blocker events: 20
Temporary aisle reoccupations: 75

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 109
Reservations granted: 105
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5108
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6431
Total stationary ticks: 128580
Seat-event requests: 293
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 678
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 678
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 12 | standardDataset=274/274 (100.00%) | finalTwoRowRiskDispersionDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 13
Scenario seed: -1788206988058950897

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.76%
Blocker-prone seat share (topology component): 59.48%
Aisle-assignment balance: 98.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1132
Passengers seated: 306/306
Average waiting ticks: 516.95
Longest waiting passenger: P217->14I(RIGHT)
Longest waiting ticks: 1072

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 18
Regions dissolved: 1
Repeated reconstructions avoided: 18
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=19
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2629
Maximum occupied tiles: 12
Seat events: 150
Single-blocker events: 42
Multiple-blocker events: 13
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2815
Maximum occupied tiles: 12
Seat events: 156
Single-blocker events: 36
Multiple-blocker events: 22
Temporary aisle reoccupations: 83

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 125
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6243
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7517
Total stationary ticks: 163345
Seat-event requests: 317
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 716
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 716
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 317\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:04
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 13
Scenario seed: -1788206988058950897

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.76%
Blocker-prone seat share (topology component): 59.48%
Aisle-assignment balance: 98.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1134
Passengers seated: 306/306
Average waiting ticks: 518.77
Longest waiting passenger: P217->14I(RIGHT)
Longest waiting ticks: 1074

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 7
Regions dissolved: 1
Repeated reconstructions avoided: 7
Largest region lifetime: 8
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=8
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2629
Maximum occupied tiles: 12
Seat events: 150
Single-blocker events: 42
Multiple-blocker events: 13
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2815
Maximum occupied tiles: 13
Seat events: 156
Single-blocker events: 36
Multiple-blocker events: 22
Temporary aisle reoccupations: 83

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 125
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6169
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7380
Total stationary ticks: 163797
Seat-event requests: 317
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 690
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 690
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 317\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 13 | standardDataset=306/306 (100.00%) | finalTwoRowRiskDispersionDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 14
Scenario seed: -2799794463844873116

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.10%
Blocker-prone seat share (topology component): 61.76%
Aisle-assignment balance: 99.35%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1090
Passengers seated: 306/306
Average waiting ticks: 508.88
Longest waiting passenger: P52->5C(LEFT)
Longest waiting ticks: 1041

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles12-15:occupied=3:anchor=P127:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2682
Maximum occupied tiles: 14
Seat events: 154
Single-blocker events: 47
Multiple-blocker events: 24
Temporary aisle reoccupations: 98

RIGHT AISLE
-----------
Total moves: 2688
Maximum occupied tiles: 13
Seat events: 152
Single-blocker events: 35
Multiple-blocker events: 15
Temporary aisle reoccupations: 70

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 140
Reservations granted: 140
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6929
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8476
Total stationary ticks: 161735
Seat-event requests: 327
Failed seat-event starts: 21

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 745
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 21
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 745
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 326\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:04
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 14
Scenario seed: -2799794463844873116

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.10%
Blocker-prone seat share (topology component): 61.76%
Aisle-assignment balance: 99.35%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1090
Passengers seated: 306/306
Average waiting ticks: 508.87
Longest waiting passenger: P52->5C(LEFT)
Longest waiting ticks: 1041

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles12-15:occupied=3:anchor=P127:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2682
Maximum occupied tiles: 14
Seat events: 154
Single-blocker events: 47
Multiple-blocker events: 24
Temporary aisle reoccupations: 98

RIGHT AISLE
-----------
Total moves: 2688
Maximum occupied tiles: 13
Seat events: 152
Single-blocker events: 35
Multiple-blocker events: 15
Temporary aisle reoccupations: 70

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 140
Reservations granted: 140
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6934
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8476
Total stationary ticks: 161736
Seat-event requests: 327
Failed seat-event starts: 21

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 742
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 21
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 742
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 326\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 14 | standardDataset=306/306 (100.00%) | finalTwoRowRiskDispersionDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 15
Scenario seed: -8110377867836229638

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.37%
Blocker-prone seat share (topology component): 77.45%
Aisle-assignment balance: 95.10%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 755
Passengers seated: 204/204
Average waiting ticks: 328.42
Longest waiting passenger: P90->15F(LEFT)
Longest waiting ticks: 713

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 4
Cluster candidates evaluated: 6
Executable cluster candidates: 4
Rejected cluster candidates: 2
Cluster selections: 4
Cluster-selected events started: 4
Largest detected cluster: 5
Selected release potential total: 10
Last cluster decision: LEFT:tiles10-13:occupied=3:anchor=P119:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 37
Regions dissolved: 3
Repeated reconstructions avoided: 37
Largest region lifetime: 16
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=13
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1597
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 48

RIGHT AISLE
-----------
Total moves: 1357
Maximum occupied tiles: 12
Seat events: 97
Single-blocker events: 19
Multiple-blocker events: 5
Temporary aisle reoccupations: 29

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 115
Reservations granted: 114
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3941
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5084
Total stationary ticks: 70452
Seat-event requests: 225
Failed seat-event starts: 21

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 534
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 21
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 534
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 222\nPrecedence substitutions made: 2\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 44\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:04
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 15
Scenario seed: -8110377867836229638

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 204
Occupancy: 85%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.37%
Blocker-prone seat share (topology component): 77.45%
Aisle-assignment balance: 95.10%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 755
Passengers seated: 204/204
Average waiting ticks: 328.86
Longest waiting passenger: P90->15F(LEFT)
Longest waiting ticks: 713

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 5
Executable cluster candidates: 3
Rejected cluster candidates: 2
Cluster selections: 3
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles10-13:occupied=3:anchor=P119:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1597
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 48

RIGHT AISLE
-----------
Total moves: 1357
Maximum occupied tiles: 12
Seat events: 97
Single-blocker events: 19
Multiple-blocker events: 5
Temporary aisle reoccupations: 29

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 111
Reservations granted: 110
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3856
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4926
Total stationary ticks: 70414
Seat-event requests: 221
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 515
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 515
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 219\nPrecedence substitutions made: 2\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 5\nOccupied-space rejections: 39\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 15 | standardDataset=204/204 (100.00%) | finalTwoRowRiskDispersionDataset=204/204 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=3 | clusterStarts=3 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 16
Scenario seed: 9079592664159291910

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.91%
Blocker-prone seat share (topology component): 67.83%
Aisle-assignment balance: 97.39%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 853
Passengers seated: 230/230
Average waiting ticks: 384.20
Longest waiting passenger: P195->20G(RIGHT)
Longest waiting ticks: 800

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 4
Last cluster decision: RIGHT:tiles27-29:occupied=3:anchor=P47:selected=P29:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 18
Regions dissolved: 2
Repeated reconstructions avoided: 18
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1670
Maximum occupied tiles: 12
Seat events: 112
Single-blocker events: 30
Multiple-blocker events: 10
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1854
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 36
Multiple-blocker events: 6
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 85
Reservations granted: 83
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4205
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5383
Total stationary ticks: 91917
Seat-event requests: 243
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 598
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 598
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 243\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 7\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:04
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 16
Scenario seed: 9079592664159291910

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.91%
Blocker-prone seat share (topology component): 67.83%
Aisle-assignment balance: 97.39%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 853
Passengers seated: 230/230
Average waiting ticks: 384.45
Longest waiting passenger: P195->20G(RIGHT)
Longest waiting ticks: 800

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 5
Executable cluster candidates: 3
Rejected cluster candidates: 2
Cluster selections: 3
Cluster-selected events started: 3
Largest detected cluster: 7
Selected release potential total: 12
Last cluster decision: RIGHT:tiles27-29:occupied=3:anchor=P47:selected=P29:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 43
Regions dissolved: 2
Repeated reconstructions avoided: 43
Largest region lifetime: 34
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1670
Maximum occupied tiles: 12
Seat events: 112
Single-blocker events: 30
Multiple-blocker events: 10
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1854
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 36
Multiple-blocker events: 6
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 85
Reservations granted: 83
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4200
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5371
Total stationary ticks: 91967
Seat-event requests: 244
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 590
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 590
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 243\nPrecedence substitutions made: 4\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 8\nOccupied-space rejections: 27\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 16 | standardDataset=230/230 (100.00%) | finalTwoRowRiskDispersionDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=3 | clusterStarts=3 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 17
Scenario seed: -7261263745389950436

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1057
Passengers seated: 282/282
Average waiting ticks: 464.22
Longest waiting passenger: P184->23H(RIGHT)
Longest waiting ticks: 997

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=2:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 3
Regions dissolved: 1
Repeated reconstructions avoided: 3
Largest region lifetime: 4
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1983
Maximum occupied tiles: 11
Seat events: 132
Single-blocker events: 27
Multiple-blocker events: 17
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 2376
Maximum occupied tiles: 14
Seat events: 150
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5693
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7066
Total stationary ticks: 135798
Seat-event requests: 295
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 677
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 677
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:04
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 17
Scenario seed: -7261263745389950436

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1057
Passengers seated: 282/282
Average waiting ticks: 464.16
Longest waiting passenger: P184->23H(RIGHT)
Longest waiting ticks: 997

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=2:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 3
Regions dissolved: 1
Repeated reconstructions avoided: 3
Largest region lifetime: 4
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1983
Maximum occupied tiles: 11
Seat events: 132
Single-blocker events: 27
Multiple-blocker events: 17
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 2376
Maximum occupied tiles: 14
Seat events: 150
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5723
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7045
Total stationary ticks: 135792
Seat-event requests: 295
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 653
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 653
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 17 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 18
Scenario seed: -6249943565778225572

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.87%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 94.44%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2205
Passengers seated: 191/216
Average waiting ticks: 355.35
Longest waiting passenger: P157->25E(LEFT)
Longest waiting ticks: 2170

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 23
Cluster candidates evaluated: 22
Executable cluster candidates: 0
Rejected cluster candidates: 22
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 25
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1820
Regions dissolved: 0
Repeated reconstructions avoided: 1820
Largest region lifetime: 1821
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1821:occupied=25
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1612
State changes reopening evaluation: 22
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1424
Maximum occupied tiles: 27
Seat events: 89
Single-blocker events: 25
Multiple-blocker events: 7
Temporary aisle reoccupations: 40

RIGHT AISLE
-----------
Total moves: 1533
Maximum occupied tiles: 11
Seat events: 102
Single-blocker events: 32
Multiple-blocker events: 6
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1751
Reservations granted: 1749
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 23
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 37677
Longest unresolved passenger ID: 109
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 21
Longest dependency chain: P7(8E/LEFT) -> P108(10C/LEFT) -> P54(18D/LEFT) -> P67(18A/LEFT) -> P44(21C/LEFT) -> P147(16B/LEFT) -> P115(12A/LEFT) -> P22(15C/LEFT) -> P20(14F/LEFT) -> P143(28D/LEFT) -> P13(21B/LEFT) -> P45(20B/LEFT) -> P160(20E/LEFT) -> P148(29A/LEFT) -> P89(23C/LEFT) -> P30(28E/LEFT) -> P123(23A/LEFT) -> P178(30B/LEFT) -> P122(27A/LEFT) -> P81(26C/LEFT) -> P157(25E/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 7
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 23
Total blocked ticks: 45210
Total stationary ticks: 116978
Seat-event requests: 1846
Failed seat-event starts: 1655

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 157
Critical blocker identity: P157->25E(LEFT)
Direct fan-out: 1
Total indirect descendants: 20
Critical tree size including blocker: 21
Critical tree depth: 21
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 25
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P157(25E/LEFT/WAITING_FOR_SEAT_EVENT)
  P81(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P122(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P178(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P123(23A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P30(28E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P89(23C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P148(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P160(20E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P45(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P13(21B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P143(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P20(14F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P22(15C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P115(12A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P147(16B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P44(21C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P67(18A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P54(18D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P108(10C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                        P7(8E/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1622
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 26|27
Critical blocker unavailable yield tiles: 27
Critical blocker yield-tile occupants: 111
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1622
Rear-boundary failures: 33
Middle-bank reservation failures: 2
Active-event deferrals: 653
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 4
Yield-occupant trace: yieldOccupant[111]: P111(28B/LEFT/MOVING_IN_AISLE@tile27) -> P3(29E/LEFT/MOVING_IN_AISLE@tile28) -> P109(30A/LEFT/MOVING_IN_AISLE@tile29) -> P52(30E/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P52->30E(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P111{seat=28B,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=3,lastMoveTick=462,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 26|27
Current unavailable yield tiles: 27
Current yield-tile occupants: 111
Final row-event chain: 157|111|3|109|52
Final row-event chain length: 5
Distinct row events in chain: 5
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1848\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 1622\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:04
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 18
Scenario seed: -6249943565778225572

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 216
Occupancy: 90%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.87%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 94.44%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 795
Passengers seated: 216/216
Average waiting ticks: 350.21
Longest waiting passenger: P7->8E(LEFT)
Longest waiting ticks: 765

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:tiles11-13:occupied=3:anchor=P115:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1544
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 32
Multiple-blocker events: 12
Temporary aisle reoccupations: 58

RIGHT AISLE
-----------
Total moves: 1533
Maximum occupied tiles: 11
Seat events: 102
Single-blocker events: 31
Multiple-blocker events: 7
Temporary aisle reoccupations: 45

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 116
Reservations granted: 114
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3947
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5031
Total stationary ticks: 78999
Seat-event requests: 226
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 511
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 511
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 227\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 18 | standardDataset=191/216 (88.43%) | finalTwoRowRiskDispersionDataset=216/216 (100.00%) | seatedDelta=+25 | completionDelta=+11.57% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=true | finalTwoRowRiskDispersionWorse=false | standardFamily=MOVING_PASSENGER_YIELD_CHAIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 19
Scenario seed: 7563568758620831284

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.33%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 95.18%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1292
Passengers seated: 353/353
Average waiting ticks: 584.83
Longest waiting passenger: P214->2B(LEFT)
Longest waiting ticks: 1243

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:tiles15-18:occupied=3:anchor=P207:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 73
Regions dissolved: 3
Repeated reconstructions avoided: 73
Largest region lifetime: 49
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=49
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3113
Maximum occupied tiles: 15
Seat events: 185
Single-blocker events: 55
Multiple-blocker events: 25
Temporary aisle reoccupations: 113

RIGHT AISLE
-----------
Total moves: 3033
Maximum occupied tiles: 14
Seat events: 168
Single-blocker events: 43
Multiple-blocker events: 20
Temporary aisle reoccupations: 85

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 153
Reservations granted: 153
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7575
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9352
Total stationary ticks: 212878
Seat-event requests: 373
Failed seat-event starts: 20

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 930
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 20
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 930
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 372\nPrecedence substitutions made: 8\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 8\nOccupied-space rejections: 30\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:04
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 19
Scenario seed: 7563568758620831284

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.33%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 95.18%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1292
Passengers seated: 353/353
Average waiting ticks: 584.83
Longest waiting passenger: P214->2B(LEFT)
Longest waiting ticks: 1243

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:tiles15-18:occupied=3:anchor=P207:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 73
Regions dissolved: 3
Repeated reconstructions avoided: 73
Largest region lifetime: 49
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=49
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3113
Maximum occupied tiles: 15
Seat events: 185
Single-blocker events: 55
Multiple-blocker events: 25
Temporary aisle reoccupations: 113

RIGHT AISLE
-----------
Total moves: 3033
Maximum occupied tiles: 14
Seat events: 168
Single-blocker events: 43
Multiple-blocker events: 20
Temporary aisle reoccupations: 85

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 153
Reservations granted: 153
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7575
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9352
Total stationary ticks: 212878
Seat-event requests: 373
Failed seat-event starts: 20

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 930
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 20
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 930
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 372\nPrecedence substitutions made: 8\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 8\nOccupied-space rejections: 30\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 19 | standardDataset=353/353 (100.00%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=1 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 20
Scenario seed: -1971409869796166019

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 74.12%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 837
Passengers seated: 228/228
Average waiting ticks: 377.55
Longest waiting passenger: P60->16B(LEFT)
Longest waiting ticks: 795

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1703
Maximum occupied tiles: 11
Seat events: 118
Single-blocker events: 31
Multiple-blocker events: 14
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 1597
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 31
Multiple-blocker events: 8
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 125
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4103
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4979
Total stationary ticks: 89391
Seat-event requests: 237
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 452
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 452
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 241\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:04
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 20
Scenario seed: -1971409869796166019

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 74.12%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 837
Passengers seated: 228/228
Average waiting ticks: 377.55
Longest waiting passenger: P60->16B(LEFT)
Longest waiting ticks: 795

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1703
Maximum occupied tiles: 11
Seat events: 118
Single-blocker events: 31
Multiple-blocker events: 14
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 1597
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 31
Multiple-blocker events: 8
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 125
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4103
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4979
Total stationary ticks: 89391
Seat-event requests: 237
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 452
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 452
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 241\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 20 | standardDataset=228/228 (100.00%) | finalTwoRowRiskDispersionDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 21
Scenario seed: 8052259316592556136

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 96.32%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1291
Passengers seated: 353/353
Average waiting ticks: 589.76
Longest waiting passenger: P260->16E(LEFT)
Longest waiting ticks: 1242

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 7
Selected release potential total: 6
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 81
Regions dissolved: 3
Repeated reconstructions avoided: 81
Largest region lifetime: 40
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=40
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3249
Maximum occupied tiles: 13
Seat events: 183
Single-blocker events: 44
Multiple-blocker events: 24
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2936
Maximum occupied tiles: 14
Seat events: 170
Single-blocker events: 41
Multiple-blocker events: 30
Temporary aisle reoccupations: 108

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 150
Reservations granted: 148
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7751
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9578
Total stationary ticks: 214956
Seat-event requests: 373
Failed seat-event starts: 20

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 833
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 20
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 833
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:04
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 21
Scenario seed: 8052259316592556136

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 96.32%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1291
Passengers seated: 353/353
Average waiting ticks: 589.74
Longest waiting passenger: P260->16E(LEFT)
Longest waiting ticks: 1242

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 7
Selected release potential total: 6
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 81
Regions dissolved: 3
Repeated reconstructions avoided: 81
Largest region lifetime: 40
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=40
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3249
Maximum occupied tiles: 13
Seat events: 183
Single-blocker events: 44
Multiple-blocker events: 24
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2936
Maximum occupied tiles: 14
Seat events: 170
Single-blocker events: 41
Multiple-blocker events: 30
Temporary aisle reoccupations: 108

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 150
Reservations granted: 148
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7763
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9589
Total stationary ticks: 214958
Seat-event requests: 373
Failed seat-event starts: 20

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 833
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 20
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 833
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 21 | standardDataset=353/353 (100.00%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 22
Scenario seed: 7541774760808117645

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.44%
Aisle-assignment balance: 94.74%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 858
Passengers seated: 228/228
Average waiting ticks: 370.72
Longest waiting passenger: P49->28A(LEFT)
Longest waiting ticks: 803

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 30
Regions dissolved: 2
Repeated reconstructions avoided: 30
Largest region lifetime: 21
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=21
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1805
Maximum occupied tiles: 12
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 14
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 1505
Maximum occupied tiles: 13
Seat events: 108
Single-blocker events: 26
Multiple-blocker events: 8
Temporary aisle reoccupations: 43

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 126
Reservations granted: 122
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4372
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5519
Total stationary ticks: 88293
Seat-event requests: 243
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 523
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 523
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 246\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:04
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 22
Scenario seed: 7541774760808117645

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.44%
Aisle-assignment balance: 94.74%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 858
Passengers seated: 228/228
Average waiting ticks: 370.64
Longest waiting passenger: P49->28A(LEFT)
Longest waiting ticks: 803

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 30
Regions dissolved: 2
Repeated reconstructions avoided: 30
Largest region lifetime: 21
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=21
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1805
Maximum occupied tiles: 12
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 14
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 1505
Maximum occupied tiles: 13
Seat events: 108
Single-blocker events: 26
Multiple-blocker events: 8
Temporary aisle reoccupations: 43

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 126
Reservations granted: 122
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4387
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5533
Total stationary ticks: 88297
Seat-event requests: 243
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 516
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 516
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 246\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 22 | standardDataset=228/228 (100.00%) | finalTwoRowRiskDispersionDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 23
Scenario seed: 6416854171112320314

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.43%
Blocker-prone seat share (topology component): 69.13%
Aisle-assignment balance: 96.52%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 855
Passengers seated: 230/230
Average waiting ticks: 380.41
Longest waiting passenger: P135->16H(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 4
Selected release potential total: 5
Last cluster decision: LEFT:tiles8-11:occupied=3:anchor=P180:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 19
Regions dissolved: 2
Repeated reconstructions avoided: 19
Largest region lifetime: 12
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1620
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 29
Multiple-blocker events: 5
Temporary aisle reoccupations: 39

RIGHT AISLE
-----------
Total moves: 1848
Maximum occupied tiles: 14
Seat events: 119
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 78
Reservations granted: 78
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4080
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5145
Total stationary ticks: 90882
Seat-event requests: 244
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 552
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 552
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 242\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:04
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 23
Scenario seed: 6416854171112320314

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 230
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.43%
Blocker-prone seat share (topology component): 69.13%
Aisle-assignment balance: 96.52%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 855
Passengers seated: 230/230
Average waiting ticks: 380.41
Longest waiting passenger: P135->16H(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 4
Selected release potential total: 5
Last cluster decision: LEFT:tiles8-11:occupied=3:anchor=P180:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 19
Regions dissolved: 2
Repeated reconstructions avoided: 19
Largest region lifetime: 12
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1620
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 29
Multiple-blocker events: 5
Temporary aisle reoccupations: 39

RIGHT AISLE
-----------
Total moves: 1848
Maximum occupied tiles: 14
Seat events: 119
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 44

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 78
Reservations granted: 78
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4080
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5145
Total stationary ticks: 90882
Seat-event requests: 244
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 552
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 552
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 242\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 23 | standardDataset=230/230 (100.00%) | finalTwoRowRiskDispersionDataset=230/230 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 24
Scenario seed: 8260328820574529592

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 96.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1030
Passengers seated: 282/282
Average waiting ticks: 462.91
Longest waiting passenger: P71->19F(LEFT)
Longest waiting ticks: 970

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2319
Maximum occupied tiles: 12
Seat events: 146
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2061
Maximum occupied tiles: 14
Seat events: 136
Single-blocker events: 39
Multiple-blocker events: 14
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 98
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5649
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6997
Total stationary ticks: 135341
Seat-event requests: 292
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 666
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 666
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:04
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 24
Scenario seed: 8260328820574529592

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 96.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1030
Passengers seated: 282/282
Average waiting ticks: 462.93
Longest waiting passenger: P71->19F(LEFT)
Longest waiting ticks: 970

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2319
Maximum occupied tiles: 12
Seat events: 146
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2061
Maximum occupied tiles: 14
Seat events: 136
Single-blocker events: 39
Multiple-blocker events: 14
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 98
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5644
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6997
Total stationary ticks: 135341
Seat-event requests: 292
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 670
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 670
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 24 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 25
Scenario seed: -4094129998675612188

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2730
Passengers seated: 309/353
Average waiting ticks: 632.20
Longest waiting passenger: P26->15J(RIGHT)
Longest waiting ticks: 2730

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 29
Cluster candidates evaluated: 7
Executable cluster candidates: 0
Rejected cluster candidates: 7
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 34
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2032
Regions dissolved: 0
Repeated reconstructions avoided: 2032
Largest region lifetime: 2033
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2033:occupied=34
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1812
State changes reopening evaluation: 28
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3006
Maximum occupied tiles: 15
Seat events: 175
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 111

RIGHT AISLE
-----------
Total moves: 2736
Maximum occupied tiles: 34
Seat events: 134
Single-blocker events: 37
Multiple-blocker events: 12
Temporary aisle reoccupations: 63

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1998
Reservations granted: 1996
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 10
Remaining moving in aisle: 31
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 56964
Longest unresolved passenger ID: 26
Longest unresolved row: 15
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 22
Longest dependency chain: P181(36F/RIGHT) -> P233(23F/RIGHT) -> P125(19H/RIGHT) -> P67(34D/RIGHT) -> P87(22J/RIGHT) -> P127(31E/RIGHT) -> P321(25I/RIGHT) -> P220(27I/RIGHT) -> P118(30E/RIGHT) -> P291(25G/RIGHT) -> P186(33I/RIGHT) -> P239(27H/RIGHT) -> P279(30H/RIGHT) -> P9(35F/RIGHT) -> P17(32D/RIGHT) -> P177(32E/RIGHT) -> P332(33D/RIGHT) -> P128(32H/RIGHT) -> P53(33G/RIGHT) -> P162(36I/RIGHT) -> P273(35H/RIGHT) -> P129(35D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 181
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 31
Total blocked ticks: 70369
Total stationary ticks: 285488
Seat-event requests: 2187
Failed seat-event starts: 1878

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 129
Critical blocker identity: P129->35D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 21
Critical tree size including blocker: 22
Critical tree depth: 22
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 34
Unresolved outside passengers: 10
Unresolved internal passengers outside critical tree: 12
Critical blocker tree:
P129(35D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P273(35H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P162(36I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P53(33G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P128(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P332(33D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P177(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P17(32D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P9(35F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P279(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P239(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P186(33I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P291(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P118(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P220(27I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P321(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P127(31E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P87(22J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P67(34D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P125(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P233(23F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P181(36F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1768
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 36|37
Critical blocker unavailable yield tiles: 37
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1768
Rear-boundary failures: 110
Middle-bank reservation failures: 2
Active-event deferrals: 925
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 36|37
Current unavailable yield tiles: 37
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2190\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 1774\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:04
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 25
Scenario seed: -4094129998675612188

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1252
Passengers seated: 353/353
Average waiting ticks: 581.77
Longest waiting passenger: P292->13H(RIGHT)
Longest waiting ticks: 1205

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 32
Regions dissolved: 1
Repeated reconstructions avoided: 32
Largest region lifetime: 33
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=33
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3006
Maximum occupied tiles: 14
Seat events: 175
Single-blocker events: 51
Multiple-blocker events: 28
Temporary aisle reoccupations: 110

RIGHT AISLE
-----------
Total moves: 3194
Maximum occupied tiles: 14
Seat events: 178
Single-blocker events: 54
Multiple-blocker events: 30
Temporary aisle reoccupations: 123

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 163
Reservations granted: 161
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8114
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9973
Total stationary ticks: 212483
Seat-event requests: 375
Failed seat-event starts: 22

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 825
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 22
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 825
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 378\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 9\nOccupied-space rejections: 29\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 25 | standardDataset=309/353 (87.54%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+44 | completionDelta=+12.46% | outsideDelta=-10 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | finalTwoRowRiskDispersionWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 26
Scenario seed: -926147652340214437

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 883
Passengers seated: 235/235
Average waiting ticks: 388.59
Longest waiting passenger: P8->15E(RIGHT)
Longest waiting ticks: 841

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 7
Regions dissolved: 1
Repeated reconstructions avoided: 7
Largest region lifetime: 8
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=8
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1635
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 24
Multiple-blocker events: 15
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1743
Maximum occupied tiles: 11
Seat events: 125
Single-blocker events: 31
Multiple-blocker events: 12
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 133
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4404
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5323
Total stationary ticks: 94882
Seat-event requests: 250
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 506
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 506
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 252\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:04
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 26
Scenario seed: -926147652340214437

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 883
Passengers seated: 235/235
Average waiting ticks: 388.59
Longest waiting passenger: P8->15E(RIGHT)
Longest waiting ticks: 841

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 7
Regions dissolved: 1
Repeated reconstructions avoided: 7
Largest region lifetime: 8
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=8
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1635
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 24
Multiple-blocker events: 15
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1743
Maximum occupied tiles: 11
Seat events: 125
Single-blocker events: 31
Multiple-blocker events: 12
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 133
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4404
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5323
Total stationary ticks: 94882
Seat-event requests: 250
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 506
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 506
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 252\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 26 | standardDataset=235/235 (100.00%) | finalTwoRowRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 27
Scenario seed: -4616127211022045330

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 58.82%
Aisle-assignment balance: 96.08%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1125
Passengers seated: 306/306
Average waiting ticks: 500.82
Longest waiting passenger: P21->8G(LEFT)
Longest waiting ticks: 1074

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2762
Maximum occupied tiles: 14
Seat events: 159
Single-blocker events: 42
Multiple-blocker events: 23
Temporary aisle reoccupations: 91

RIGHT AISLE
-----------
Total moves: 2665
Maximum occupied tiles: 14
Seat events: 147
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 130
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6904
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8413
Total stationary ticks: 159273
Seat-event requests: 315
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 760
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 760
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 316\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:04
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 27
Scenario seed: -4616127211022045330

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 306
Occupancy: 85%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 58.82%
Aisle-assignment balance: 96.08%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1125
Passengers seated: 306/306
Average waiting ticks: 500.82
Longest waiting passenger: P21->8G(LEFT)
Longest waiting ticks: 1074

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2762
Maximum occupied tiles: 14
Seat events: 159
Single-blocker events: 42
Multiple-blocker events: 23
Temporary aisle reoccupations: 91

RIGHT AISLE
-----------
Total moves: 2665
Maximum occupied tiles: 14
Seat events: 147
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 130
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6904
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8413
Total stationary ticks: 159273
Seat-event requests: 315
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 760
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 760
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 316\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 27 | standardDataset=306/306 (100.00%) | finalTwoRowRiskDispersionDataset=306/306 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 28
Scenario seed: 5115000450682757011

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 60.42%
Aisle-assignment balance: 96.53%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2542
Passengers seated: 272/288
Average waiting ticks: 502.72
Longest waiting passenger: P76->13D(RIGHT)
Longest waiting ticks: 2529

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 7
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 3175
Regions dissolved: 0
Repeated reconstructions avoided: 3175
Largest region lifetime: 1649
Maximum simultaneous active regions: 2
Regions active at termination: 2
Last lifecycle event: UPDATE:R1:age=1649:occupied=7
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1639
State changes reopening evaluation: 1
Region priority competitions: 1513
Regions ranked: 3026
Hierarchical selections: 1513
Lower-priority evaluations deferred: 1510
Highest selected priority score: 7810
Left/right priority wins: 0/1513
Priority ties: 0
Last priority decision: LEFT:R2:score=3410 | RIGHT:R1:score=7810 | selected=RIGHT

LEFT AISLE
----------
Total moves: 2643
Maximum occupied tiles: 15
Seat events: 146
Single-blocker events: 40
Multiple-blocker events: 11
Temporary aisle reoccupations: 63

RIGHT AISLE
-----------
Total moves: 2215
Maximum occupied tiles: 16
Seat events: 126
Single-blocker events: 30
Multiple-blocker events: 11
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 3285
Reservations granted: 3285
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 11
Remaining waiting at row: 5
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 18348
Longest unresolved passenger ID: 181
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 7
Longest dependency chain: P6(14I/RIGHT) -> P157(27J/RIGHT) -> P261(29H/RIGHT) -> P128(21J/RIGHT) -> P146(12H/RIGHT) -> P53(33J/RIGHT) -> P76(13D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 6
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 11
Total blocked ticks: 32767
Total stationary ticks: 167302
Seat-event requests: 3448
Failed seat-event starts: 3176

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 76
Critical blocker identity: P76->13D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 6
Critical tree size including blocker: 7
Critical tree depth: 7
Frozen internal components: 5
Terminal WAITING_FOR_SEAT_EVENT nodes: 5
Unresolved internal passengers: 16
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 9
Critical blocker tree:
P76(13D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P53(33J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P146(12H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P128(21J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P261(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P157(27J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P6(14I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1662
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 14|15|16
Critical blocker unavailable yield tiles: 16
Critical blocker yield-tile occupants: 287
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1662
Rear-boundary failures: 1514
Middle-bank reservation failures: 0
Active-event deferrals: 674
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[287]: P287(18I/RIGHT/MOVING_IN_AISLE@tile16) -> P113(17F/RIGHT/WAITING_AT_ROW@tile17) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P113->17F(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P287{seat=18I,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=16,directBlocker=113,lastMoveTick=874,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 14|15|16
Current unavailable yield tiles: 16
Current yield-tile occupants: 287
Final row-event chain: 76|287|113
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3448\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1664\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:04
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 28
Scenario seed: 5115000450682757011

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 60.42%
Aisle-assignment balance: 96.53%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2542
Passengers seated: 272/288
Average waiting ticks: 502.65
Longest waiting passenger: P76->13D(RIGHT)
Longest waiting ticks: 2529

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 7
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 3175
Regions dissolved: 0
Repeated reconstructions avoided: 3175
Largest region lifetime: 1649
Maximum simultaneous active regions: 2
Regions active at termination: 2
Last lifecycle event: UPDATE:R1:age=1649:occupied=7
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1639
State changes reopening evaluation: 1
Region priority competitions: 1513
Regions ranked: 3026
Hierarchical selections: 1513
Lower-priority evaluations deferred: 1510
Highest selected priority score: 7810
Left/right priority wins: 0/1513
Priority ties: 0
Last priority decision: LEFT:R2:score=3410 | RIGHT:R1:score=7810 | selected=RIGHT

LEFT AISLE
----------
Total moves: 2643
Maximum occupied tiles: 15
Seat events: 146
Single-blocker events: 40
Multiple-blocker events: 11
Temporary aisle reoccupations: 63

RIGHT AISLE
-----------
Total moves: 2215
Maximum occupied tiles: 16
Seat events: 126
Single-blocker events: 30
Multiple-blocker events: 11
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 3285
Reservations granted: 3285
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 11
Remaining waiting at row: 5
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 18362
Longest unresolved passenger ID: 181
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 7
Longest dependency chain: P6(14I/RIGHT) -> P157(27J/RIGHT) -> P261(29H/RIGHT) -> P128(21J/RIGHT) -> P146(12H/RIGHT) -> P53(33J/RIGHT) -> P76(13D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 6
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 11
Total blocked ticks: 32798
Total stationary ticks: 167313
Seat-event requests: 3449
Failed seat-event starts: 3177

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 76
Critical blocker identity: P76->13D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 6
Critical tree size including blocker: 7
Critical tree depth: 7
Frozen internal components: 5
Terminal WAITING_FOR_SEAT_EVENT nodes: 5
Unresolved internal passengers: 16
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 9
Critical blocker tree:
P76(13D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P53(33J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P146(12H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P128(21J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P261(29H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P157(27J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P6(14I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1663
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 14|15|16
Critical blocker unavailable yield tiles: 16
Critical blocker yield-tile occupants: 287
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1663
Rear-boundary failures: 1514
Middle-bank reservation failures: 0
Active-event deferrals: 675
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[287]: P287(18I/RIGHT/MOVING_IN_AISLE@tile16) -> P113(17F/RIGHT/WAITING_AT_ROW@tile17) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P113->17F(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P287{seat=18I,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=16,directBlocker=113,lastMoveTick=874,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 14|15|16
Current unavailable yield tiles: 16
Current yield-tile occupants: 287
Final row-event chain: 76|287|113
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3449\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1665\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 28 | standardDataset=272/288 (94.44%) | finalTwoRowRiskDispersionDataset=272/288 (94.44%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=MOVING_PASSENGER_YIELD_CHAIN | finalTwoRowRiskDispersionFamily=MOVING_PASSENGER_YIELD_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 29
Scenario seed: -6507464531168425156

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 59.94%
Aisle-assignment balance: 97.66%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1234
Passengers seated: 342/342
Average waiting ticks: 567.73
Longest waiting passenger: P304->5B(LEFT)
Longest waiting ticks: 1188

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 22
Regions dissolved: 1
Repeated reconstructions avoided: 22
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=23
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2953
Maximum occupied tiles: 13
Seat events: 175
Single-blocker events: 49
Multiple-blocker events: 26
Temporary aisle reoccupations: 107

RIGHT AISLE
-----------
Total moves: 2984
Maximum occupied tiles: 16
Seat events: 167
Single-blocker events: 44
Multiple-blocker events: 27
Temporary aisle reoccupations: 105

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 147
Reservations granted: 146
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7437
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8802
Total stationary ticks: 200350
Seat-event requests: 358
Failed seat-event starts: 16

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 700
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 16
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 700
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 359\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:04
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 29
Scenario seed: -6507464531168425156

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.07%
Blocker-prone seat share (topology component): 59.94%
Aisle-assignment balance: 97.66%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1234
Passengers seated: 342/342
Average waiting ticks: 567.74
Longest waiting passenger: P304->5B(LEFT)
Longest waiting ticks: 1188

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 22
Regions dissolved: 1
Repeated reconstructions avoided: 22
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=23
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2953
Maximum occupied tiles: 13
Seat events: 175
Single-blocker events: 49
Multiple-blocker events: 26
Temporary aisle reoccupations: 107

RIGHT AISLE
-----------
Total moves: 2984
Maximum occupied tiles: 16
Seat events: 167
Single-blocker events: 44
Multiple-blocker events: 27
Temporary aisle reoccupations: 105

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 147
Reservations granted: 146
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7443
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8797
Total stationary ticks: 200348
Seat-event requests: 358
Failed seat-event starts: 16

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 702
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 16
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 702
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 359\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 29 | standardDataset=342/342 (100.00%) | finalTwoRowRiskDispersionDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 30
Scenario seed: -975475151720841779

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.47%
Blocker-prone seat share (topology component): 60.42%
Aisle-assignment balance: 92.36%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1109
Passengers seated: 288/288
Average waiting ticks: 479.91
Longest waiting passenger: P74->24D(RIGHT)
Longest waiting ticks: 1043

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 5
Clusters detected: 5
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 8
Selected release potential total: 10
Last cluster decision: RIGHT:region=R5:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 5
Region updates: 90
Regions dissolved: 5
Repeated reconstructions avoided: 90
Largest region lifetime: 41
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R5:lifetime=4
Confirmation deferral ticks: 6
Regions reaching confirmation: 2
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2314
Maximum occupied tiles: 13
Seat events: 133
Single-blocker events: 32
Multiple-blocker events: 12
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 2722
Maximum occupied tiles: 13
Seat events: 155
Single-blocker events: 42
Multiple-blocker events: 22
Temporary aisle reoccupations: 90

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 132
Reservations granted: 130
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6757
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8323
Total stationary ticks: 144227
Seat-event requests: 312
Failed seat-event starts: 24

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 715
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 24
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 715
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 312\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 4\nOccupied-space rejections: 27\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 01:47:04
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 4783790101901
Scenario number: 30
Scenario seed: -975475151720841779

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 288
Occupancy: 80%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.47%
Blocker-prone seat share (topology component): 60.42%
Aisle-assignment balance: 92.36%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1109
Passengers seated: 288/288
Average waiting ticks: 479.85
Longest waiting passenger: P74->24D(RIGHT)
Longest waiting ticks: 1043

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 5
Clusters detected: 5
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 8
Selected release potential total: 10
Last cluster decision: RIGHT:region=R5:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 5
Region updates: 90
Regions dissolved: 5
Repeated reconstructions avoided: 90
Largest region lifetime: 41
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R5:lifetime=4
Confirmation deferral ticks: 6
Regions reaching confirmation: 2
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2314
Maximum occupied tiles: 14
Seat events: 133
Single-blocker events: 32
Multiple-blocker events: 12
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 2722
Maximum occupied tiles: 13
Seat events: 155
Single-blocker events: 42
Multiple-blocker events: 22
Temporary aisle reoccupations: 90

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 132
Reservations granted: 130
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6767
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8332
Total stationary ticks: 144231
Seat-event requests: 312
Failed seat-event starts: 24

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 707
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 24
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 707
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 312\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 4\nOccupied-space rejections: 27\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 30 | standardDataset=288/288 (100.00%) | finalTwoRowRiskDispersionDataset=288/288 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=5 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 39
FINAL-TWO-ROW RISK-DISPERSION HOLDOUT REPLICATION II
************************************************************
Experiment seed: 4783790101901
Scenarios executed: 60
Successful completions: 55
Incomplete/MAX_TICKS: 5
Average completed ticks: 1119.18
Average waiting ticks: 448.58
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:31
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 1
Scenario seed: -2172609694725240996

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 74.56%
Aisle-assignment balance: 97.37%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 837
Passengers seated: 228/228
Average waiting ticks: 371.02
Longest waiting passenger: P99->23B(LEFT)
Longest waiting ticks: 788

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 33
Regions dissolved: 2
Repeated reconstructions avoided: 33
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1705
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 13
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1596
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 31
Multiple-blocker events: 10
Temporary aisle reoccupations: 57

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 125
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4477
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5540
Total stationary ticks: 88453
Seat-event requests: 240
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 452
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 452
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 243\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:31
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 1
Scenario seed: -2172609694725240996

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 74.56%
Aisle-assignment balance: 97.37%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 837
Passengers seated: 228/228
Average waiting ticks: 371.05
Longest waiting passenger: P99->23B(LEFT)
Longest waiting ticks: 793

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 33
Regions dissolved: 2
Repeated reconstructions avoided: 33
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1705
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 13
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1596
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 31
Multiple-blocker events: 10
Temporary aisle reoccupations: 57

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 125
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4472
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5536
Total stationary ticks: 88454
Seat-event requests: 240
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 453
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 453
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 243\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 01 | standardDataset=228/228 (100.00%) | finalTwoRowRiskDispersionDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:31
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 2
Scenario seed: -5152596973344753607

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 59.65%
Aisle-assignment balance: 97.66%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1224
Passengers seated: 342/342
Average waiting ticks: 564.97
Longest waiting passenger: P5->8F(RIGHT)
Longest waiting ticks: 1171

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles9-13:occupied=4:anchor=P240:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 20
Regions dissolved: 1
Repeated reconstructions avoided: 20
Largest region lifetime: 21
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=21
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2864
Maximum occupied tiles: 15
Seat events: 167
Single-blocker events: 50
Multiple-blocker events: 27
Temporary aisle reoccupations: 106

RIGHT AISLE
-----------
Total moves: 3083
Maximum occupied tiles: 13
Seat events: 175
Single-blocker events: 51
Multiple-blocker events: 22
Temporary aisle reoccupations: 98

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 142
Reservations granted: 142
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7504
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9146
Total stationary ticks: 199683
Seat-event requests: 369
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 759
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 759
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 368\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 9\nOccupied-space rejections: 30\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:31
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 2
Scenario seed: -5152596973344753607

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 59.65%
Aisle-assignment balance: 97.66%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1224
Passengers seated: 342/342
Average waiting ticks: 564.97
Longest waiting passenger: P5->8F(RIGHT)
Longest waiting ticks: 1171

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles9-13:occupied=4:anchor=P240:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 20
Regions dissolved: 1
Repeated reconstructions avoided: 20
Largest region lifetime: 21
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=21
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2864
Maximum occupied tiles: 15
Seat events: 167
Single-blocker events: 50
Multiple-blocker events: 27
Temporary aisle reoccupations: 106

RIGHT AISLE
-----------
Total moves: 3083
Maximum occupied tiles: 13
Seat events: 175
Single-blocker events: 51
Multiple-blocker events: 22
Temporary aisle reoccupations: 98

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 142
Reservations granted: 142
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7504
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9146
Total stationary ticks: 199683
Seat-event requests: 369
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 759
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 759
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 368\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 9\nOccupied-space rejections: 30\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 02 | standardDataset=342/342 (100.00%) | finalTwoRowRiskDispersionDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:31
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 3
Scenario seed: -2387755417550711749

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.50%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2467
Passengers seated: 268/282
Average waiting ticks: 469.90
Longest waiting passenger: P240->31A(LEFT)
Longest waiting ticks: 2401

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 15
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 14
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1807
Regions dissolved: 1
Repeated reconstructions avoided: 1807
Largest region lifetime: 1794
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1794:occupied=14
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1578
State changes reopening evaluation: 14
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2224
Maximum occupied tiles: 19
Seat events: 134
Single-blocker events: 32
Multiple-blocker events: 14
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2079
Maximum occupied tiles: 13
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 15
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 92
Reservations granted: 92
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 13
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 21596
Longest unresolved passenger ID: 241
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 14
Longest dependency chain: P173(21A/LEFT) -> P199(22B/LEFT) -> P64(24B/LEFT) -> P46(27A/LEFT) -> P244(24E/LEFT) -> P279(32C/LEFT) -> P233(28D/LEFT) -> P182(32B/LEFT) -> P187(28E/LEFT) -> P25(30F/LEFT) -> P157(30D/LEFT) -> P189(30A/LEFT) -> P241(31F/LEFT) -> P240(31A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 173
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 13
Total blocked ticks: 29408
Total stationary ticks: 157877
Seat-event requests: 1887
Failed seat-event starts: 1619

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 240
Critical blocker identity: P240->31A(LEFT)
Direct fan-out: 1
Total indirect descendants: 13
Critical tree size including blocker: 14
Critical tree depth: 14
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 14
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P240(31A/LEFT/WAITING_FOR_SEAT_EVENT)
  P241(31F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P189(30A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P157(30D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P25(30F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P187(28E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P182(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P233(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P279(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P244(24E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P46(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P64(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P199(22B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P173(21A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1606
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 13
Rear-boundary failures: 1606
Middle-bank reservation failures: 0
Active-event deferrals: 922
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1887\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:31
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 3
Scenario seed: -2387755417550711749

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.50%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 468.76
Longest waiting passenger: P207->9D(LEFT)
Longest waiting ticks: 1006

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2271
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 35
Multiple-blocker events: 19
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2079
Maximum occupied tiles: 13
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 15
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 98
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5383
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6822
Total stationary ticks: 136673
Seat-event requests: 295
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 789
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 789
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 03 | standardDataset=268/282 (95.04%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+14 | completionDelta=+4.96% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | finalTwoRowRiskDispersionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:31
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 4
Scenario seed: -8361263071833741847

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.44%
Aisle-assignment balance: 97.37%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 824
Passengers seated: 228/228
Average waiting ticks: 371.61
Longest waiting passenger: P153->1F(RIGHT)
Longest waiting ticks: 780

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1647
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

RIGHT AISLE
-----------
Total moves: 1664
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 34
Multiple-blocker events: 8
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 123
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4451
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5513
Total stationary ticks: 88519
Seat-event requests: 236
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 501
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 501
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 242\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:31
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 4
Scenario seed: -8361263071833741847

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.44%
Aisle-assignment balance: 97.37%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 824
Passengers seated: 228/228
Average waiting ticks: 371.75
Longest waiting passenger: P153->1F(RIGHT)
Longest waiting ticks: 780

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1647
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

RIGHT AISLE
-----------
Total moves: 1664
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 34
Multiple-blocker events: 8
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 123
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4421
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5465
Total stationary ticks: 88505
Seat-event requests: 236
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 498
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 498
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 242\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 04 | standardDataset=228/228 (100.00%) | finalTwoRowRiskDispersionDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:31
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 5
Scenario seed: -3753695831176224950

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 87.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 903
Passengers seated: 228/228
Average waiting ticks: 374.56
Longest waiting passenger: P213->2E(RIGHT)
Longest waiting ticks: 846

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1461
Maximum occupied tiles: 11
Seat events: 100
Single-blocker events: 28
Multiple-blocker events: 4
Temporary aisle reoccupations: 37

RIGHT AISLE
-----------
Total moves: 1832
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 31
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 121
Reservations granted: 121
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4079
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5143
Total stationary ticks: 88807
Seat-event requests: 234
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 537
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 537
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 234\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:31
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 5
Scenario seed: -3753695831176224950

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 75.00%
Aisle-assignment balance: 87.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 903
Passengers seated: 228/228
Average waiting ticks: 374.47
Longest waiting passenger: P213->2E(RIGHT)
Longest waiting ticks: 846

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1461
Maximum occupied tiles: 11
Seat events: 100
Single-blocker events: 28
Multiple-blocker events: 4
Temporary aisle reoccupations: 37

RIGHT AISLE
-----------
Total moves: 1832
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 31
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 121
Reservations granted: 121
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4098
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5130
Total stationary ticks: 88805
Seat-event requests: 234
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 512
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 234\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 7\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 05 | standardDataset=228/228 (100.00%) | finalTwoRowRiskDispersionDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:31
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 6
Scenario seed: -6736106924409130971

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.46%
Blocker-prone seat share (topology component): 76.32%
Aisle-assignment balance: 92.98%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 871
Passengers seated: 228/228
Average waiting ticks: 371.69
Longest waiting passenger: P31->29D(LEFT)
Longest waiting ticks: 800

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 38
Regions dissolved: 2
Repeated reconstructions avoided: 38
Largest region lifetime: 27
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=27
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1848
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 25
Multiple-blocker events: 12
Temporary aisle reoccupations: 53

RIGHT AISLE
-----------
Total moves: 1408
Maximum occupied tiles: 11
Seat events: 106
Single-blocker events: 28
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 125
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5695
Total stationary ticks: 88547
Seat-event requests: 240
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 644
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 644
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 240\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:31
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 6
Scenario seed: -6736106924409130971

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.46%
Blocker-prone seat share (topology component): 76.32%
Aisle-assignment balance: 92.98%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 871
Passengers seated: 228/228
Average waiting ticks: 371.81
Longest waiting passenger: P31->29D(LEFT)
Longest waiting ticks: 800

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 26
Regions dissolved: 1
Repeated reconstructions avoided: 26
Largest region lifetime: 27
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=27
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1848
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 25
Multiple-blocker events: 12
Temporary aisle reoccupations: 53

RIGHT AISLE
-----------
Total moves: 1408
Maximum occupied tiles: 11
Seat events: 106
Single-blocker events: 28
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 123
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4358
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5693
Total stationary ticks: 88546
Seat-event requests: 238
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 666
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 666
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 240\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 06 | standardDataset=228/228 (100.00%) | finalTwoRowRiskDispersionDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:31
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 7
Scenario seed: 5488017863153905755

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.20%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 587.74
Longest waiting passenger: P334->18A(LEFT)
Longest waiting ticks: 1196

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3160
Maximum occupied tiles: 15
Seat events: 178
Single-blocker events: 56
Multiple-blocker events: 29
Temporary aisle reoccupations: 122

RIGHT AISLE
-----------
Total moves: 2994
Maximum occupied tiles: 15
Seat events: 175
Single-blocker events: 48
Multiple-blocker events: 26
Temporary aisle reoccupations: 102

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 153
Reservations granted: 152
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7733
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9408
Total stationary ticks: 214059
Seat-event requests: 374
Failed seat-event starts: 21

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 810
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 21
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 810
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:31
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 7
Scenario seed: 5488017863153905755

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.20%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 587.74
Longest waiting passenger: P334->18A(LEFT)
Longest waiting ticks: 1196

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3160
Maximum occupied tiles: 15
Seat events: 178
Single-blocker events: 56
Multiple-blocker events: 29
Temporary aisle reoccupations: 122

RIGHT AISLE
-----------
Total moves: 2994
Maximum occupied tiles: 15
Seat events: 175
Single-blocker events: 48
Multiple-blocker events: 26
Temporary aisle reoccupations: 102

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 153
Reservations granted: 152
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7733
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9408
Total stationary ticks: 214059
Seat-event requests: 374
Failed seat-event starts: 21

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 810
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 21
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 810
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 07 | standardDataset=353/353 (100.00%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:31
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 8
Scenario seed: 7152691860480306656

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.49%
Blocker-prone seat share (topology component): 59.06%
Aisle-assignment balance: 97.66%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1244
Passengers seated: 342/342
Average waiting ticks: 579.88
Longest waiting passenger: P4->8B(LEFT)
Longest waiting ticks: 1202

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles1-3:occupied=3:anchor=P131:selected=P191:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2992
Maximum occupied tiles: 12
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 26
Temporary aisle reoccupations: 99

RIGHT AISLE
-----------
Total moves: 2949
Maximum occupied tiles: 13
Seat events: 167
Single-blocker events: 59
Multiple-blocker events: 13
Temporary aisle reoccupations: 87

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7044
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8222
Total stationary ticks: 204049
Seat-event requests: 357
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 643
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 643
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 356\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:31
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 8
Scenario seed: 7152691860480306656

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.49%
Blocker-prone seat share (topology component): 59.06%
Aisle-assignment balance: 97.66%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1244
Passengers seated: 342/342
Average waiting ticks: 579.92
Longest waiting passenger: P4->8B(LEFT)
Longest waiting ticks: 1202

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles1-3:occupied=3:anchor=P131:selected=P191:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2992
Maximum occupied tiles: 12
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 26
Temporary aisle reoccupations: 99

RIGHT AISLE
-----------
Total moves: 2949
Maximum occupied tiles: 13
Seat events: 167
Single-blocker events: 59
Multiple-blocker events: 13
Temporary aisle reoccupations: 87

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7039
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8222
Total stationary ticks: 204049
Seat-event requests: 357
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 654
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 654
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 356\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 08 | standardDataset=342/342 (100.00%) | finalTwoRowRiskDispersionDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:31
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 9
Scenario seed: -7814263294277096657

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.29%
Blocker-prone seat share (topology component): 67.15%
Aisle-assignment balance: 97.81%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1009
Passengers seated: 274/274
Average waiting ticks: 462.23
Longest waiting passenger: P136->14G(RIGHT)
Longest waiting ticks: 956

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:tiles20-22:occupied=3:anchor=P184:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 15
Regions dissolved: 1
Repeated reconstructions avoided: 15
Largest region lifetime: 16
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=16
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2149
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 9
Temporary aisle reoccupations: 52

RIGHT AISLE
-----------
Total moves: 2155
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 45
Multiple-blocker events: 13
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 95
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5233
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6321
Total stationary ticks: 130952
Seat-event requests: 283
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 574
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 574
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 284\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:31
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 9
Scenario seed: -7814263294277096657

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.29%
Blocker-prone seat share (topology component): 67.15%
Aisle-assignment balance: 97.81%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1009
Passengers seated: 274/274
Average waiting ticks: 462.23
Longest waiting passenger: P136->14G(RIGHT)
Longest waiting ticks: 956

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:tiles20-22:occupied=3:anchor=P184:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 15
Regions dissolved: 1
Repeated reconstructions avoided: 15
Largest region lifetime: 16
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=16
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2149
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 9
Temporary aisle reoccupations: 52

RIGHT AISLE
-----------
Total moves: 2155
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 45
Multiple-blocker events: 13
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 95
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5238
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6326
Total stationary ticks: 130957
Seat-event requests: 283
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 574
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 574
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 284\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 09 | standardDataset=274/274 (100.00%) | finalTwoRowRiskDispersionDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:31
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 10
Scenario seed: -8139813722010085291

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2484
Passengers seated: 274/282
Average waiting ticks: 474.01
Longest waiting passenger: P44->29D(RIGHT)
Longest waiting ticks: 2423

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 8
Cluster candidates evaluated: 8
Executable cluster candidates: 1
Rejected cluster candidates: 7
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 8
Selected release potential total: 3
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1659
Regions dissolved: 1
Repeated reconstructions avoided: 1659
Largest region lifetime: 1650
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1650:occupied=8
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1560
State changes reopening evaluation: 6
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2180
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2192
Maximum occupied tiles: 15
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 11
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1665
Reservations granted: 1665
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 6
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 10109
Longest unresolved passenger ID: 93
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 6
Longest dependency chain: P147(26E/RIGHT) -> P210(31H/RIGHT) -> P35(31F/RIGHT) -> P73(31I/RIGHT) -> P117(29I/RIGHT) -> P44(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 147
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 19703
Total stationary ticks: 147923
Seat-event requests: 1857
Failed seat-event starts: 1583

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 44
Critical blocker identity: P44->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 5
Critical tree size including blocker: 6
Critical tree depth: 6
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 8
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P44(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P117(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P73(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P35(31F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P210(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P147(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1581
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 93
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1581
Rear-boundary failures: 2
Middle-bank reservation failures: 0
Active-event deferrals: 815
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[93]: P93(32D/RIGHT/MOVING_IN_AISLE@tile31) -> P145(32H/RIGHT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P145->32H(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P93{seat=32D,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=31,directBlocker=145,lastMoveTick=814,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: 93
Final row-event chain: 44|93|145
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1856\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 1585\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:31
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 10
Scenario seed: -8139813722010085291

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2484
Passengers seated: 274/282
Average waiting ticks: 475.04
Longest waiting passenger: P44->29D(RIGHT)
Longest waiting ticks: 2423

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 9
Cluster candidates evaluated: 9
Executable cluster candidates: 1
Rejected cluster candidates: 8
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 8
Selected release potential total: 3
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1657
Regions dissolved: 1
Repeated reconstructions avoided: 1657
Largest region lifetime: 1648
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1648:occupied=8
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1557
State changes reopening evaluation: 7
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2180
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2192
Maximum occupied tiles: 15
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 11
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1663
Reservations granted: 1663
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 6
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 10063
Longest unresolved passenger ID: 93
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 6
Longest dependency chain: P147(26E/RIGHT) -> P210(31H/RIGHT) -> P35(31F/RIGHT) -> P73(31I/RIGHT) -> P117(29I/RIGHT) -> P44(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 147
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 19626
Total stationary ticks: 148137
Seat-event requests: 1855
Failed seat-event starts: 1581

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 44
Critical blocker identity: P44->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 5
Critical tree size including blocker: 6
Critical tree depth: 6
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 8
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P44(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P117(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P73(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P35(31F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P210(31H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P147(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1579
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 93
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1579
Rear-boundary failures: 2
Middle-bank reservation failures: 0
Active-event deferrals: 818
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[93]: P93(32D/RIGHT/MOVING_IN_AISLE@tile31) -> P145(32H/RIGHT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P145->32H(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P93{seat=32D,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=31,directBlocker=145,lastMoveTick=816,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: 93
Final row-event chain: 44|93|145
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1854\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 1583\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 10 | standardDataset=274/282 (97.16%) | finalTwoRowRiskDispersionDataset=274/282 (97.16%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=MOVING_PASSENGER_YIELD_CHAIN | finalTwoRowRiskDispersionFamily=MOVING_PASSENGER_YIELD_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:32
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 11
Scenario seed: -8028970707730436665

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 98.02%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2706
Passengers seated: 343/353
Average waiting ticks: 604.67
Longest waiting passenger: P110->29A(LEFT)
Longest waiting ticks: 2662

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 11
Cluster candidates evaluated: 15
Executable cluster candidates: 1
Rejected cluster candidates: 14
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 8
Selected release potential total: 5
Last cluster decision: LEFT:region=R4:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 1627
Regions dissolved: 3
Repeated reconstructions avoided: 1627
Largest region lifetime: 1565
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R4:age=1565:occupied=5
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1511
State changes reopening evaluation: 9
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3215
Maximum occupied tiles: 15
Seat events: 170
Single-blocker events: 49
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 3028
Maximum occupied tiles: 15
Seat events: 173
Single-blocker events: 51
Multiple-blocker events: 19
Temporary aisle reoccupations: 92

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1659
Reservations granted: 1656
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 5
Remaining waiting at row: 5
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 8881
Longest unresolved passenger ID: 43
Longest unresolved row: 36
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P40(27A/LEFT) -> P168(30E/LEFT) -> P71(32B/LEFT) -> P110(29A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 40
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 5
Total blocked ticks: 24992
Total stationary ticks: 227815
Seat-event requests: 1893
Failed seat-event starts: 1550

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 110
Critical blocker identity: P110->29A(LEFT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 5
Terminal WAITING_FOR_SEAT_EVENT nodes: 5
Unresolved internal passengers: 10
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 6
Critical blocker tree:
P110(29A/LEFT/WAITING_FOR_SEAT_EVENT)
  P71(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P168(30E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P40(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1550
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 224
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 4
Yield-tile occupied failures: 1550
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 1079
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[224]: P224(31F/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P224->31F(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P224{seat=31F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=1170,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: 224
Final row-event chain: 110|224
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 5
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1895\nPrecedence substitutions made: 3\nDependency chains followed: 43\nBlocked by waiting-row occupant: 43\nSubstituted events started: 5\nOccupied-space rejections: 3128\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:32
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 11
Scenario seed: -8028970707730436665

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 98.02%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2706
Passengers seated: 343/353
Average waiting ticks: 604.74
Longest waiting passenger: P110->29A(LEFT)
Longest waiting ticks: 2662

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 11
Cluster candidates evaluated: 15
Executable cluster candidates: 1
Rejected cluster candidates: 14
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 8
Selected release potential total: 5
Last cluster decision: LEFT:region=R4:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 1627
Regions dissolved: 3
Repeated reconstructions avoided: 1627
Largest region lifetime: 1565
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R4:age=1565:occupied=5
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1511
State changes reopening evaluation: 9
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3215
Maximum occupied tiles: 15
Seat events: 170
Single-blocker events: 49
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 3028
Maximum occupied tiles: 15
Seat events: 173
Single-blocker events: 51
Multiple-blocker events: 19
Temporary aisle reoccupations: 92

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1659
Reservations granted: 1656
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 5
Remaining waiting at row: 5
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 8909
Longest unresolved passenger ID: 43
Longest unresolved row: 36
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P40(27A/LEFT) -> P168(30E/LEFT) -> P71(32B/LEFT) -> P110(29A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 40
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 5
Total blocked ticks: 25000
Total stationary ticks: 227818
Seat-event requests: 1893
Failed seat-event starts: 1550

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 110
Critical blocker identity: P110->29A(LEFT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 5
Terminal WAITING_FOR_SEAT_EVENT nodes: 5
Unresolved internal passengers: 10
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 6
Critical blocker tree:
P110(29A/LEFT/WAITING_FOR_SEAT_EVENT)
  P71(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P168(30E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P40(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1550
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 224
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 4
Yield-tile occupied failures: 1550
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 1100
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[224]: P224(31F/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P224->31F(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P224{seat=31F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=1170,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: 224
Final row-event chain: 110|224
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 5
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1895\nPrecedence substitutions made: 3\nDependency chains followed: 43\nBlocked by waiting-row occupant: 43\nSubstituted events started: 5\nOccupied-space rejections: 3128\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 11 | standardDataset=343/353 (97.17%) | finalTwoRowRiskDispersionDataset=343/353 (97.17%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=LINKED_ROW_EVENT_CHAIN | finalTwoRowRiskDispersionFamily=LINKED_ROW_EVENT_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:32
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 12
Scenario seed: 170593845252398324

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 59.65%
Aisle-assignment balance: 99.42%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2723
Passengers seated: 332/342
Average waiting ticks: 580.70
Longest waiting passenger: P142->14E(LEFT)
Longest waiting ticks: 2704

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 6
Clusters detected: 6
Activations without intervention: 10
Cluster candidates evaluated: 6
Executable cluster candidates: 4
Rejected cluster candidates: 2
Cluster selections: 4
Cluster-selected events started: 4
Largest detected cluster: 7
Selected release potential total: 17
Last cluster decision: LEFT:region=R6:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 6
Region updates: 1677
Regions dissolved: 5
Repeated reconstructions avoided: 1677
Largest region lifetime: 1602
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R6:age=1602:occupied=6
Confirmation deferral ticks: 10
Regions reaching confirmation: 4
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1592
State changes reopening evaluation: 6
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2974
Maximum occupied tiles: 14
Seat events: 160
Single-blocker events: 46
Multiple-blocker events: 19
Temporary aisle reoccupations: 88

RIGHT AISLE
-----------
Total moves: 2957
Maximum occupied tiles: 15
Seat events: 172
Single-blocker events: 53
Multiple-blocker events: 23
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1752
Reservations granted: 1752
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 6
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 10427
Longest unresolved passenger ID: 321
Longest unresolved row: 21
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 6
Longest dependency chain: P137(9B/LEFT) -> P115(23D/LEFT) -> P283(8C/LEFT) -> P267(29A/LEFT) -> P221(27E/LEFT) -> P274(10G/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 137
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 25902
Total stationary ticks: 215305
Seat-event requests: 1967
Failed seat-event starts: 1635

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 274
Critical blocker identity: P274->10G(LEFT)
Direct fan-out: 1
Total indirect descendants: 5
Critical tree size including blocker: 6
Critical tree depth: 6
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 10
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P274(10G/LEFT/WAITING_FOR_SEAT_EVENT)
  P221(27E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P267(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P283(8C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P115(23D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P137(9B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1635
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 11|12|13
Critical blocker unavailable yield tiles: 13
Critical blocker yield-tile occupants: 321
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1635
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 883
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[321]: P321(21G/LEFT/MOVING_IN_AISLE@tile13) -> P142(14E/LEFT/WAITING_AT_ROW@tile14) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P142->14E(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P321{seat=21G,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=13,directBlocker=142,lastMoveTick=1114,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 11|12|13
Current unavailable yield tiles: 13
Current yield-tile occupants: 321
Final row-event chain: 274|321|142
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1963\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 1645\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:32
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 12
Scenario seed: 170593845252398324

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 59.65%
Aisle-assignment balance: 99.42%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2723
Passengers seated: 332/342
Average waiting ticks: 580.72
Longest waiting passenger: P142->14E(LEFT)
Longest waiting ticks: 2704

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 6
Clusters detected: 6
Activations without intervention: 10
Cluster candidates evaluated: 6
Executable cluster candidates: 4
Rejected cluster candidates: 2
Cluster selections: 4
Cluster-selected events started: 4
Largest detected cluster: 7
Selected release potential total: 17
Last cluster decision: LEFT:region=R6:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 6
Region updates: 1677
Regions dissolved: 5
Repeated reconstructions avoided: 1677
Largest region lifetime: 1602
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R6:age=1602:occupied=6
Confirmation deferral ticks: 10
Regions reaching confirmation: 4
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1592
State changes reopening evaluation: 6
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2974
Maximum occupied tiles: 14
Seat events: 160
Single-blocker events: 46
Multiple-blocker events: 19
Temporary aisle reoccupations: 88

RIGHT AISLE
-----------
Total moves: 2957
Maximum occupied tiles: 15
Seat events: 172
Single-blocker events: 53
Multiple-blocker events: 23
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1752
Reservations granted: 1752
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 6
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 10423
Longest unresolved passenger ID: 321
Longest unresolved row: 21
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 6
Longest dependency chain: P137(9B/LEFT) -> P115(23D/LEFT) -> P283(8C/LEFT) -> P267(29A/LEFT) -> P221(27E/LEFT) -> P274(10G/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 137
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 25889
Total stationary ticks: 215302
Seat-event requests: 1967
Failed seat-event starts: 1635

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 274
Critical blocker identity: P274->10G(LEFT)
Direct fan-out: 1
Total indirect descendants: 5
Critical tree size including blocker: 6
Critical tree depth: 6
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 10
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P274(10G/LEFT/WAITING_FOR_SEAT_EVENT)
  P221(27E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P267(29A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P283(8C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P115(23D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P137(9B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1635
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 11|12|13
Critical blocker unavailable yield tiles: 13
Critical blocker yield-tile occupants: 321
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1635
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 880
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[321]: P321(21G/LEFT/MOVING_IN_AISLE@tile13) -> P142(14E/LEFT/WAITING_AT_ROW@tile14) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P142->14E(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P321{seat=21G,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=13,directBlocker=142,lastMoveTick=1114,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 11|12|13
Current unavailable yield tiles: 13
Current yield-tile occupants: 321
Final row-event chain: 274|321|142
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1963\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 8\nOccupied-space rejections: 1644\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 12 | standardDataset=332/342 (97.08%) | finalTwoRowRiskDispersionDataset=332/342 (97.08%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=6 | clusterSelections=4 | clusterStarts=4 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=MOVING_PASSENGER_YIELD_CHAIN | finalTwoRowRiskDispersionFamily=MOVING_PASSENGER_YIELD_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:32
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 13
Scenario seed: 6972908972788911587

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1301
Passengers seated: 353/353
Average waiting ticks: 591.63
Longest waiting passenger: P263->25I(RIGHT)
Longest waiting ticks: 1244

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3064
Maximum occupied tiles: 13
Seat events: 171
Single-blocker events: 43
Multiple-blocker events: 22
Temporary aisle reoccupations: 89

RIGHT AISLE
-----------
Total moves: 3122
Maximum occupied tiles: 13
Seat events: 182
Single-blocker events: 50
Multiple-blocker events: 25
Temporary aisle reoccupations: 102

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 151
Reservations granted: 147
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7241
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9003
Total stationary ticks: 214971
Seat-event requests: 367
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 917
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 917
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:32
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 13
Scenario seed: 6972908972788911587

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1301
Passengers seated: 353/353
Average waiting ticks: 591.53
Longest waiting passenger: P263->25I(RIGHT)
Longest waiting ticks: 1244

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3064
Maximum occupied tiles: 13
Seat events: 171
Single-blocker events: 43
Multiple-blocker events: 22
Temporary aisle reoccupations: 89

RIGHT AISLE
-----------
Total moves: 3122
Maximum occupied tiles: 13
Seat events: 182
Single-blocker events: 50
Multiple-blocker events: 25
Temporary aisle reoccupations: 102

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 151
Reservations granted: 147
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7266
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9030
Total stationary ticks: 214979
Seat-event requests: 367
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 906
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 906
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 13 | standardDataset=353/353 (100.00%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:32
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 14
Scenario seed: 2374236281168682250

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 74.56%
Aisle-assignment balance: 97.37%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 814
Passengers seated: 228/228
Average waiting ticks: 369.16
Longest waiting passenger: P81->4C(RIGHT)
Longest waiting ticks: 769

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles23-25:occupied=3:anchor=P61:selected=P112:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1640
Maximum occupied tiles: 13
Seat events: 111
Single-blocker events: 34
Multiple-blocker events: 12
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 1682
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 28
Multiple-blocker events: 10
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 122
Reservations granted: 116
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4522
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5662
Total stationary ticks: 88064
Seat-event requests: 236
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 528
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 528
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 241\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:32
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 14
Scenario seed: 2374236281168682250

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 74.56%
Aisle-assignment balance: 97.37%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 814
Passengers seated: 228/228
Average waiting ticks: 369.16
Longest waiting passenger: P81->4C(RIGHT)
Longest waiting ticks: 769

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles23-25:occupied=3:anchor=P61:selected=P112:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1640
Maximum occupied tiles: 13
Seat events: 111
Single-blocker events: 34
Multiple-blocker events: 12
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 1682
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 28
Multiple-blocker events: 10
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 122
Reservations granted: 116
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4522
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5662
Total stationary ticks: 88064
Seat-event requests: 236
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 528
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 528
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 241\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 14 | standardDataset=228/228 (100.00%) | finalTwoRowRiskDispersionDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:32
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 15
Scenario seed: 223553839186344859

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2808
Passengers seated: 349/353
Average waiting ticks: 600.18
Longest waiting passenger: P194->30G(LEFT)
Longest waiting ticks: 2719

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:tiles16-19:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 9
Regions dissolved: 1
Repeated reconstructions avoided: 9
Largest region lifetime: 10
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=10
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3019
Maximum occupied tiles: 14
Seat events: 165
Single-blocker events: 39
Multiple-blocker events: 27
Temporary aisle reoccupations: 93

RIGHT AISLE
-----------
Total moves: 3148
Maximum occupied tiles: 13
Seat events: 184
Single-blocker events: 52
Multiple-blocker events: 31
Temporary aisle reoccupations: 119

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1807
Reservations granted: 1804
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7736
Longest unresolved passenger ID: 144
Longest unresolved row: 35
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P144(35G/LEFT) -> P103(34C/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 144
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 15872
Total stationary ticks: 221666
Seat-event requests: 2026
Failed seat-event starts: 1677

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 103
Critical blocker identity: P103->34C(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 4
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P103(34C/LEFT/WAITING_FOR_SEAT_EVENT)
  P144(35G/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1677
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1677
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 787
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2028\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 1682\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:32
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 15
Scenario seed: 223553839186344859

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2808
Passengers seated: 349/353
Average waiting ticks: 600.18
Longest waiting passenger: P194->30G(LEFT)
Longest waiting ticks: 2719

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:tiles16-19:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 9
Regions dissolved: 1
Repeated reconstructions avoided: 9
Largest region lifetime: 10
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=10
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3019
Maximum occupied tiles: 14
Seat events: 165
Single-blocker events: 39
Multiple-blocker events: 27
Temporary aisle reoccupations: 93

RIGHT AISLE
-----------
Total moves: 3148
Maximum occupied tiles: 13
Seat events: 184
Single-blocker events: 52
Multiple-blocker events: 31
Temporary aisle reoccupations: 119

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1807
Reservations granted: 1804
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7736
Longest unresolved passenger ID: 144
Longest unresolved row: 35
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P144(35G/LEFT) -> P103(34C/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 144
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 15872
Total stationary ticks: 221666
Seat-event requests: 2026
Failed seat-event starts: 1677

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 103
Critical blocker identity: P103->34C(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 4
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P103(34C/LEFT/WAITING_FOR_SEAT_EVENT)
  P144(35G/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1677
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1677
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 787
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2028\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 1682\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 15 | standardDataset=349/353 (98.87%) | finalTwoRowRiskDispersionDataset=349/353 (98.87%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL | finalTwoRowRiskDispersionFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:32
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 16
Scenario seed: -5329178867993066649

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 67.15%
Aisle-assignment balance: 96.35%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1034
Passengers seated: 274/274
Average waiting ticks: 459.84
Longest waiting passenger: P169->31A(LEFT)
Longest waiting ticks: 961

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2224
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

RIGHT AISLE
-----------
Total moves: 2086
Maximum occupied tiles: 12
Seat events: 132
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 94
Reservations granted: 93
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5348
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6467
Total stationary ticks: 130470
Seat-event requests: 279
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 544
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 544
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 280\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:32
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 16
Scenario seed: -5329178867993066649

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 67.15%
Aisle-assignment balance: 96.35%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1034
Passengers seated: 274/274
Average waiting ticks: 459.84
Longest waiting passenger: P169->31A(LEFT)
Longest waiting ticks: 961

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2224
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

RIGHT AISLE
-----------
Total moves: 2086
Maximum occupied tiles: 12
Seat events: 132
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 94
Reservations granted: 93
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5348
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6467
Total stationary ticks: 130470
Seat-event requests: 279
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 544
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 544
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 280\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 16 | standardDataset=274/274 (100.00%) | finalTwoRowRiskDispersionDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:32
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 17
Scenario seed: 2227394735980978733

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 893
Passengers seated: 235/235
Average waiting ticks: 400.52
Longest waiting passenger: P196->16B(LEFT)
Longest waiting ticks: 852

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: LEFT:tiles9-13:occupied=4:anchor=P151:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 27
Regions dissolved: 1
Repeated reconstructions avoided: 27
Largest region lifetime: 28
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=28
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1898
Maximum occupied tiles: 12
Seat events: 124
Single-blocker events: 26
Multiple-blocker events: 16
Temporary aisle reoccupations: 62

RIGHT AISLE
-----------
Total moves: 1521
Maximum occupied tiles: 10
Seat events: 111
Single-blocker events: 27
Multiple-blocker events: 5
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 121
Reservations granted: 121
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3979
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5027
Total stationary ticks: 97287
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 608
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 608
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 242\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 4\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:32
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 17
Scenario seed: 2227394735980978733

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 893
Passengers seated: 235/235
Average waiting ticks: 400.52
Longest waiting passenger: P196->16B(LEFT)
Longest waiting ticks: 852

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: LEFT:tiles9-13:occupied=4:anchor=P151:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 27
Regions dissolved: 1
Repeated reconstructions avoided: 27
Largest region lifetime: 28
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=28
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1898
Maximum occupied tiles: 12
Seat events: 124
Single-blocker events: 26
Multiple-blocker events: 16
Temporary aisle reoccupations: 62

RIGHT AISLE
-----------
Total moves: 1521
Maximum occupied tiles: 10
Seat events: 111
Single-blocker events: 27
Multiple-blocker events: 5
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 121
Reservations granted: 121
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3979
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5027
Total stationary ticks: 97287
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 608
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 608
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 242\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 4\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 17 | standardDataset=235/235 (100.00%) | finalTwoRowRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:32
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 18
Scenario seed: 8470456207411211915

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 60.53%
Aisle-assignment balance: 95.91%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1247
Passengers seated: 342/342
Average waiting ticks: 569.52
Longest waiting passenger: P209->7J(RIGHT)
Longest waiting ticks: 1213

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2807
Maximum occupied tiles: 14
Seat events: 164
Single-blocker events: 43
Multiple-blocker events: 23
Temporary aisle reoccupations: 91

RIGHT AISLE
-----------
Total moves: 3241
Maximum occupied tiles: 14
Seat events: 178
Single-blocker events: 46
Multiple-blocker events: 22
Temporary aisle reoccupations: 93

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 143
Reservations granted: 143
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7244
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8876
Total stationary ticks: 200902
Seat-event requests: 357
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 851
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 851
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 357\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:32
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 18
Scenario seed: 8470456207411211915

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.78%
Blocker-prone seat share (topology component): 60.53%
Aisle-assignment balance: 95.91%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1247
Passengers seated: 342/342
Average waiting ticks: 569.52
Longest waiting passenger: P209->7J(RIGHT)
Longest waiting ticks: 1213

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2807
Maximum occupied tiles: 14
Seat events: 164
Single-blocker events: 43
Multiple-blocker events: 23
Temporary aisle reoccupations: 91

RIGHT AISLE
-----------
Total moves: 3241
Maximum occupied tiles: 14
Seat events: 178
Single-blocker events: 46
Multiple-blocker events: 22
Temporary aisle reoccupations: 93

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 143
Reservations granted: 143
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7244
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8876
Total stationary ticks: 200902
Seat-event requests: 357
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 851
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 851
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 357\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 18 | standardDataset=342/342 (100.00%) | finalTwoRowRiskDispersionDataset=342/342 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:32
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 19
Scenario seed: 5601487868259544442

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.33%
Blocker-prone seat share (topology component): 60.62%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1275
Passengers seated: 353/353
Average waiting ticks: 598.11
Longest waiting passenger: P286->11F(LEFT)
Longest waiting ticks: 1224

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3064
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 49
Multiple-blocker events: 32
Temporary aisle reoccupations: 117

RIGHT AISLE
-----------
Total moves: 3083
Maximum occupied tiles: 13
Seat events: 175
Single-blocker events: 34
Multiple-blocker events: 29
Temporary aisle reoccupations: 97

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 154
Reservations granted: 154
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7266
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8770
Total stationary ticks: 217083
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 828
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 828
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:32
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 19
Scenario seed: 5601487868259544442

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.33%
Blocker-prone seat share (topology component): 60.62%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1275
Passengers seated: 353/353
Average waiting ticks: 598.13
Longest waiting passenger: P286->11F(LEFT)
Longest waiting ticks: 1224

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3064
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 49
Multiple-blocker events: 32
Temporary aisle reoccupations: 117

RIGHT AISLE
-----------
Total moves: 3083
Maximum occupied tiles: 13
Seat events: 175
Single-blocker events: 34
Multiple-blocker events: 29
Temporary aisle reoccupations: 97

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 154
Reservations granted: 154
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7254
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8792
Total stationary ticks: 217090
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 845
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 845
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 19 | standardDataset=353/353 (100.00%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:32
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 20
Scenario seed: 3262797191372265007

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 59.49%
Aisle-assignment balance: 98.02%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2761
Passengers seated: 344/353
Average waiting ticks: 599.72
Longest waiting passenger: P218->10G(LEFT)
Longest waiting ticks: 2751

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1637
Regions dissolved: 2
Repeated reconstructions avoided: 1637
Largest region lifetime: 1600
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1600:occupied=3
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1597
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2884
Maximum occupied tiles: 12
Seat events: 164
Single-blocker events: 47
Multiple-blocker events: 18
Temporary aisle reoccupations: 84

RIGHT AISLE
-----------
Total moves: 3213
Maximum occupied tiles: 14
Seat events: 180
Single-blocker events: 44
Multiple-blocker events: 26
Temporary aisle reoccupations: 101

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1753
Reservations granted: 1753
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 5
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 8781
Longest unresolved passenger ID: 248
Longest unresolved row: 35
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P56(31F/LEFT) -> P67(30E/LEFT) -> P248(35D/LEFT) -> P258(16D/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 56
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 5
Total blocked ticks: 24030
Total stationary ticks: 226636
Seat-event requests: 1970
Failed seat-event starts: 1626

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 258
Critical blocker identity: P258->16D(LEFT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 9
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P258(16D/LEFT/WAITING_FOR_SEAT_EVENT)
  P248(35D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P67(30E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P56(31F/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1626
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1626
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 784
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1970\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 1629\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:32
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 20
Scenario seed: 3262797191372265007

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 59.49%
Aisle-assignment balance: 98.02%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2761
Passengers seated: 344/353
Average waiting ticks: 599.65
Longest waiting passenger: P218->10G(LEFT)
Longest waiting ticks: 2751

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: LEFT:region=R4:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 1659
Regions dissolved: 3
Repeated reconstructions avoided: 1659
Largest region lifetime: 1600
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R4:age=1600:occupied=3
Confirmation deferral ticks: 6
Regions reaching confirmation: 2
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1597
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2884
Maximum occupied tiles: 12
Seat events: 164
Single-blocker events: 47
Multiple-blocker events: 18
Temporary aisle reoccupations: 84

RIGHT AISLE
-----------
Total moves: 3213
Maximum occupied tiles: 14
Seat events: 180
Single-blocker events: 44
Multiple-blocker events: 26
Temporary aisle reoccupations: 101

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1753
Reservations granted: 1753
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 5
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 8781
Longest unresolved passenger ID: 248
Longest unresolved row: 35
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P56(31F/LEFT) -> P67(30E/LEFT) -> P248(35D/LEFT) -> P258(16D/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 56
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 5
Total blocked ticks: 24065
Total stationary ticks: 226645
Seat-event requests: 1974
Failed seat-event starts: 1630

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 258
Critical blocker identity: P258->16D(LEFT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 9
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P258(16D/LEFT/WAITING_FOR_SEAT_EVENT)
  P248(35D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P67(30E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P56(31F/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1630
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1630
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 776
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1973\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 1634\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 20 | standardDataset=344/353 (97.45%) | finalTwoRowRiskDispersionDataset=344/353 (97.45%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL | finalTwoRowRiskDispersionFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:32
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 21
Scenario seed: 5412541904778260934

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 76.32%
Aisle-assignment balance: 98.25%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 806
Passengers seated: 228/228
Average waiting ticks: 369.21
Longest waiting passenger: P32->8H(RIGHT)
Longest waiting ticks: 771

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 6
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P12:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 20
Regions dissolved: 2
Repeated reconstructions avoided: 20
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1726
Maximum occupied tiles: 12
Seat events: 112
Single-blocker events: 24
Multiple-blocker events: 12
Temporary aisle reoccupations: 52

RIGHT AISLE
-----------
Total moves: 1579
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 31
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4192
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5289
Total stationary ticks: 87701
Seat-event requests: 245
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 525
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 525
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:32
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 21
Scenario seed: 5412541904778260934

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.77%
Blocker-prone seat share (topology component): 76.32%
Aisle-assignment balance: 98.25%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 806
Passengers seated: 228/228
Average waiting ticks: 369.10
Longest waiting passenger: P32->8H(RIGHT)
Longest waiting ticks: 771

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P12:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 10
Regions dissolved: 1
Repeated reconstructions avoided: 10
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1726
Maximum occupied tiles: 12
Seat events: 112
Single-blocker events: 24
Multiple-blocker events: 12
Temporary aisle reoccupations: 52

RIGHT AISLE
-----------
Total moves: 1579
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 31
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 124
Reservations granted: 124
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4212
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5226
Total stationary ticks: 87683
Seat-event requests: 241
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 477
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 477
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 240\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 21 | standardDataset=228/228 (100.00%) | finalTwoRowRiskDispersionDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:32
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 22
Scenario seed: 134381109308366101

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 65.69%
Aisle-assignment balance: 97.81%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 993
Passengers seated: 274/274
Average waiting ticks: 447.53
Longest waiting passenger: P225->26E(RIGHT)
Longest waiting ticks: 945

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2003
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 31
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2184
Maximum occupied tiles: 14
Seat events: 140
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 92
Reservations granted: 92
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5254
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6569
Total stationary ticks: 127143
Seat-event requests: 283
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 619
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 619
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 283\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:32
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 22
Scenario seed: 134381109308366101

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.66%
Blocker-prone seat share (topology component): 65.69%
Aisle-assignment balance: 97.81%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 993
Passengers seated: 274/274
Average waiting ticks: 447.53
Longest waiting passenger: P225->26E(RIGHT)
Longest waiting ticks: 945

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2003
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 31
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2184
Maximum occupied tiles: 14
Seat events: 140
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 92
Reservations granted: 92
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5254
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6569
Total stationary ticks: 127143
Seat-event requests: 283
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 619
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 619
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 283\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 22 | standardDataset=274/274 (100.00%) | finalTwoRowRiskDispersionDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:32
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 23
Scenario seed: 8192246306507924661

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.21%
Blocker-prone seat share (topology component): 75.88%
Aisle-assignment balance: 97.37%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 829
Passengers seated: 228/228
Average waiting ticks: 374.16
Longest waiting passenger: P150->18A(LEFT)
Longest waiting ticks: 793

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 22
Regions dissolved: 1
Repeated reconstructions avoided: 22
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=23
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1715
Maximum occupied tiles: 13
Seat events: 117
Single-blocker events: 35
Multiple-blocker events: 9
Temporary aisle reoccupations: 58

RIGHT AISLE
-----------
Total moves: 1575
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 26
Multiple-blocker events: 12
Temporary aisle reoccupations: 54

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 126
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4211
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5520
Total stationary ticks: 88882
Seat-event requests: 240
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 674
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 674
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 246\nPrecedence substitutions made: 5\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 4\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:32
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 23
Scenario seed: 8192246306507924661

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.21%
Blocker-prone seat share (topology component): 75.88%
Aisle-assignment balance: 97.37%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 829
Passengers seated: 228/228
Average waiting ticks: 374.15
Longest waiting passenger: P150->18A(LEFT)
Longest waiting ticks: 793

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 22
Regions dissolved: 1
Repeated reconstructions avoided: 22
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=23
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1715
Maximum occupied tiles: 13
Seat events: 117
Single-blocker events: 35
Multiple-blocker events: 9
Temporary aisle reoccupations: 58

RIGHT AISLE
-----------
Total moves: 1575
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 26
Multiple-blocker events: 12
Temporary aisle reoccupations: 54

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 126
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4221
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 88883
Seat-event requests: 240
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 675
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 675
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 246\nPrecedence substitutions made: 5\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 4\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 23 | standardDataset=228/228 (100.00%) | finalTwoRowRiskDispersionDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:32
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 24
Scenario seed: -3907313129427829621

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.88%
Aisle-assignment balance: 92.11%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 862
Passengers seated: 228/228
Average waiting ticks: 372.75
Longest waiting passenger: P161->4D(RIGHT)
Longest waiting ticks: 812

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 16
Regions dissolved: 1
Repeated reconstructions avoided: 16
Largest region lifetime: 17
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=17
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1532
Maximum occupied tiles: 11
Seat events: 105
Single-blocker events: 29
Multiple-blocker events: 5
Temporary aisle reoccupations: 41

RIGHT AISLE
-----------
Total moves: 1768
Maximum occupied tiles: 12
Seat events: 123
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 123
Reservations granted: 123
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4124
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5404
Total stationary ticks: 88501
Seat-event requests: 236
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 653
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 653
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 236\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:32
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 24
Scenario seed: -3907313129427829621

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 75.88%
Aisle-assignment balance: 92.11%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 862
Passengers seated: 228/228
Average waiting ticks: 372.75
Longest waiting passenger: P161->4D(RIGHT)
Longest waiting ticks: 812

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 16
Regions dissolved: 1
Repeated reconstructions avoided: 16
Largest region lifetime: 17
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=17
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1532
Maximum occupied tiles: 11
Seat events: 105
Single-blocker events: 29
Multiple-blocker events: 5
Temporary aisle reoccupations: 41

RIGHT AISLE
-----------
Total moves: 1768
Maximum occupied tiles: 12
Seat events: 123
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 123
Reservations granted: 123
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4124
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5404
Total stationary ticks: 88501
Seat-event requests: 236
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 653
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 653
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 236\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 24 | standardDataset=228/228 (100.00%) | finalTwoRowRiskDispersionDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:32
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 25
Scenario seed: 3700357064225419679

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.89%
Blocker-prone seat share (topology component): 73.68%
Aisle-assignment balance: 98.25%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2291
Passengers seated: 225/228
Average waiting ticks: 383.53
Longest waiting passenger: P189->25F(LEFT)
Longest waiting ticks: 2246

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 27
Regions dissolved: 2
Repeated reconstructions avoided: 27
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1695
Maximum occupied tiles: 15
Seat events: 113
Single-blocker events: 19
Multiple-blocker events: 14
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 1623
Maximum occupied tiles: 12
Seat events: 112
Single-blocker events: 27
Multiple-blocker events: 9
Temporary aisle reoccupations: 47

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1636
Reservations granted: 1636
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4527
Longest unresolved passenger ID: 220
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P220(30B/LEFT) -> P189(25F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 220
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 10357
Total stationary ticks: 92983
Seat-event requests: 1745
Failed seat-event starts: 1520

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 189
Critical blocker identity: P189->25F(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P189(25F/LEFT/WAITING_FOR_SEAT_EVENT)
  P220(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1520
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 26|27|28
Critical blocker unavailable yield tiles: 28
Critical blocker yield-tile occupants: 124
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1520
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 590
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[124]: P124(28F/LEFT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P124->28F(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P124{seat=28F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=28,directBlocker=-1,lastMoveTick=781,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 26|27|28
Current unavailable yield tiles: 28
Current yield-tile occupants: 124
Final row-event chain: 189|124
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1744\nPrecedence substitutions made: 2\nDependency chains followed: 1504\nBlocked by waiting-row occupant: 1504\nSubstituted events started: 5\nOccupied-space rejections: 1523\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:32
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 25
Scenario seed: 3700357064225419679

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.89%
Blocker-prone seat share (topology component): 73.68%
Aisle-assignment balance: 98.25%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2290
Passengers seated: 225/228
Average waiting ticks: 383.27
Longest waiting passenger: P189->25F(LEFT)
Longest waiting ticks: 2245

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 27
Regions dissolved: 2
Repeated reconstructions avoided: 27
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1695
Maximum occupied tiles: 15
Seat events: 113
Single-blocker events: 19
Multiple-blocker events: 14
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 1623
Maximum occupied tiles: 12
Seat events: 112
Single-blocker events: 27
Multiple-blocker events: 9
Temporary aisle reoccupations: 47

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1636
Reservations granted: 1636
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4537
Longest unresolved passenger ID: 220
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P220(30B/LEFT) -> P189(25F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 220
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 10365
Total stationary ticks: 92928
Seat-event requests: 1745
Failed seat-event starts: 1520

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 189
Critical blocker identity: P189->25F(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P189(25F/LEFT/WAITING_FOR_SEAT_EVENT)
  P220(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1520
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 26|27|28
Critical blocker unavailable yield tiles: 28
Critical blocker yield-tile occupants: 124
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1520
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 595
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[124]: P124(28F/LEFT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P124->28F(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P124{seat=28F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=28,directBlocker=-1,lastMoveTick=780,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 26|27|28
Current unavailable yield tiles: 28
Current yield-tile occupants: 124
Final row-event chain: 189|124
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1744\nPrecedence substitutions made: 2\nDependency chains followed: 1504\nBlocked by waiting-row occupant: 1504\nSubstituted events started: 5\nOccupied-space rejections: 1523\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 25 | standardDataset=225/228 (98.68%) | finalTwoRowRiskDispersionDataset=225/228 (98.68%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=3 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=LINKED_ROW_EVENT_CHAIN | finalTwoRowRiskDispersionFamily=LINKED_ROW_EVENT_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:32
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 26
Scenario seed: 1787158859151291661

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 74.56%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 857
Passengers seated: 228/228
Average waiting ticks: 382.44
Longest waiting passenger: P114->26B(LEFT)
Longest waiting ticks: 801

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1763
Maximum occupied tiles: 10
Seat events: 118
Single-blocker events: 27
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1562
Maximum occupied tiles: 10
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 9
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 124
Reservations granted: 124
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3740
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4664
Total stationary ticks: 90139
Seat-event requests: 237
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 524
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 524
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 237\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:32
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 26
Scenario seed: 1787158859151291661

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 228
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.33%
Blocker-prone seat share (topology component): 74.56%
Aisle-assignment balance: 96.49%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 857
Passengers seated: 228/228
Average waiting ticks: 382.44
Longest waiting passenger: P114->26B(LEFT)
Longest waiting ticks: 801

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1763
Maximum occupied tiles: 10
Seat events: 118
Single-blocker events: 27
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1562
Maximum occupied tiles: 10
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 9
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 124
Reservations granted: 124
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3740
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4664
Total stationary ticks: 90139
Seat-event requests: 237
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 524
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 524
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 237\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 26 | standardDataset=228/228 (100.00%) | finalTwoRowRiskDispersionDataset=228/228 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:32
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 27
Scenario seed: 1827159868126660782

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.49%
Blocker-prone seat share (topology component): 60.53%
Aisle-assignment balance: 98.83%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2704
Passengers seated: 253/342
Average waiting ticks: 865.80
Longest waiting passenger: P11->28G(LEFT)
Longest waiting ticks: 2704

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 37
Cluster candidates evaluated: 42
Executable cluster candidates: 1
Rejected cluster candidates: 41
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 26
Selected release potential total: 3
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 4585
Regions dissolved: 1
Repeated reconstructions avoided: 4585
Largest region lifetime: 2427
Maximum simultaneous active regions: 2
Regions active at termination: 2
Last lifecycle event: TRACK:R1:age=2427:localMembers=7
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 2135
State changes reopening evaluation: 34
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1831
Maximum occupied tiles: 33
Seat events: 84
Single-blocker events: 23
Multiple-blocker events: 2
Temporary aisle reoccupations: 28

RIGHT AISLE
-----------
Total moves: 2915
Maximum occupied tiles: 14
Seat events: 169
Single-blocker events: 53
Multiple-blocker events: 19
Temporary aisle reoccupations: 94

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 249
Reservations granted: 249
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 56
Remaining moving in aisle: 29
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 62376
Longest unresolved passenger ID: 11
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 16
Longest dependency chain: P172(29B/LEFT) -> P89(25B/LEFT) -> P167(31F/LEFT) -> P80(19F/LEFT) -> P126(32B/LEFT) -> P58(35C/LEFT) -> P142(27C/LEFT) -> P83(24C/LEFT) -> P334(35B/LEFT) -> P235(22F/LEFT) -> P309(26G/LEFT) -> P263(26A/LEFT) -> P95(34A/LEFT) -> P188(30C/LEFT) -> P42(33G/LEFT) -> P38(24G/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 172
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 29
Total blocked ticks: 77376
Total stationary ticks: 362662
Seat-event requests: 2464
Failed seat-event starts: 2211

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 38
Critical blocker identity: P38->24G(LEFT)
Direct fan-out: 1
Total indirect descendants: 15
Critical tree size including blocker: 16
Critical tree depth: 16
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 33
Unresolved outside passengers: 56
Unresolved internal passengers outside critical tree: 17
Critical blocker tree:
P38(24G/LEFT/WAITING_FOR_SEAT_EVENT)
  P42(33G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P188(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P95(34A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P263(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P309(26G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P235(22F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P334(35B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P83(24C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P142(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P58(35C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P126(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P80(19F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P167(31F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P89(25B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P172(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 2136
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 25|26
Critical blocker unavailable yield tiles: 26
Critical blocker yield-tile occupants: 118
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 3
Yield-tile occupied failures: 2136
Rear-boundary failures: 75
Middle-bank reservation failures: 0
Active-event deferrals: 883
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[118]: P118(33A/LEFT/MOVING_IN_AISLE@tile26) -> P37(27G/LEFT/WAITING_AT_ROW@tile27) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P37->27G(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P118{seat=33A,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=26,directBlocker=37,lastMoveTick=541,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 25|26|27
Current unavailable yield tiles: 26|27
Current yield-tile occupants: 118|37
Final row-event chain: 38|118|37
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2463\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 7\nOccupied-space rejections: 4110\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:32
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 27
Scenario seed: 1827159868126660782

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.49%
Blocker-prone seat share (topology component): 60.53%
Aisle-assignment balance: 98.83%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1211
Passengers seated: 342/342
Average waiting ticks: 569.70
Longest waiting passenger: P128->9E(LEFT)
Longest waiting ticks: 1167

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:tiles12-15:occupied=3:anchor=P152:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 11
Regions dissolved: 1
Repeated reconstructions avoided: 11
Largest region lifetime: 12
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=12
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3061
Maximum occupied tiles: 13
Seat events: 173
Single-blocker events: 49
Multiple-blocker events: 22
Temporary aisle reoccupations: 98

RIGHT AISLE
-----------
Total moves: 2915
Maximum occupied tiles: 14
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 24
Temporary aisle reoccupations: 101

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 146
Reservations granted: 146
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7242
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8861
Total stationary ticks: 200913
Seat-event requests: 360
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 858
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 858
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 359\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 27 | standardDataset=253/342 (73.98%) | finalTwoRowRiskDispersionDataset=342/342 (100.00%) | seatedDelta=+89 | completionDelta=+26.02% | outsideDelta=-56 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=true | finalTwoRowRiskDispersionWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:32
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 28
Scenario seed: -3751193925066620969

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.02%
Blocker-prone seat share (topology component): 67.88%
Aisle-assignment balance: 97.81%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1014
Passengers seated: 274/274
Average waiting ticks: 460.66
Longest waiting passenger: P25->26F(LEFT)
Longest waiting ticks: 941

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles22-25:occupied=3:anchor=P271:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 15
Regions dissolved: 1
Repeated reconstructions avoided: 15
Largest region lifetime: 16
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=16
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2286
Maximum occupied tiles: 14
Seat events: 140
Single-blocker events: 37
Multiple-blocker events: 13
Temporary aisle reoccupations: 63

RIGHT AISLE
-----------
Total moves: 1989
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 31
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 93
Reservations granted: 93
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5222
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6445
Total stationary ticks: 130592
Seat-event requests: 288
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 623
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 623
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 287\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:32
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 28
Scenario seed: -3751193925066620969

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 274
Occupancy: 95%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.02%
Blocker-prone seat share (topology component): 67.88%
Aisle-assignment balance: 97.81%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1014
Passengers seated: 274/274
Average waiting ticks: 460.66
Longest waiting passenger: P25->26F(LEFT)
Longest waiting ticks: 941

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles22-25:occupied=3:anchor=P271:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 15
Regions dissolved: 1
Repeated reconstructions avoided: 15
Largest region lifetime: 16
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=16
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2286
Maximum occupied tiles: 14
Seat events: 140
Single-blocker events: 37
Multiple-blocker events: 13
Temporary aisle reoccupations: 63

RIGHT AISLE
-----------
Total moves: 1989
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 31
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 93
Reservations granted: 93
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5222
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6445
Total stationary ticks: 130592
Seat-event requests: 288
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 623
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 623
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 287\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 28 | standardDataset=274/274 (100.00%) | finalTwoRowRiskDispersionDataset=274/274 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:32
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 29
Scenario seed: -2239372935304075420

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 26.90%
Blocker-prone seat share (topology component): 59.36%
Aisle-assignment balance: 93.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2779
Passengers seated: 338/342
Average waiting ticks: 577.93
Longest waiting passenger: P274->35E(RIGHT)
Longest waiting ticks: 2714

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 2
Cluster candidates evaluated: 4
Executable cluster candidates: 2
Rejected cluster candidates: 2
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 6
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1514
Regions dissolved: 1
Repeated reconstructions avoided: 1514
Largest region lifetime: 1500
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1500:occupied=4
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1497
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2738
Maximum occupied tiles: 12
Seat events: 160
Single-blocker events: 42
Multiple-blocker events: 21
Temporary aisle reoccupations: 85

RIGHT AISLE
-----------
Total moves: 3227
Maximum occupied tiles: 12
Seat events: 178
Single-blocker events: 47
Multiple-blocker events: 23
Temporary aisle reoccupations: 96

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1658
Reservations granted: 1654
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6961
Longest unresolved passenger ID: 207
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P302(33G/RIGHT) -> P127(36I/RIGHT) -> P207(36F/RIGHT) -> P274(35E/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 302
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14670
Total stationary ticks: 208072
Seat-event requests: 1870
Failed seat-event starts: 1532

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 274
Critical blocker identity: P274->35E(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 4
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P274(35E/RIGHT/WAITING_FOR_SEAT_EVENT)
  P207(36F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P127(36I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P302(33G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 36|37
Critical blocker unavailable yield tiles: 37
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 19
Rear-boundary failures: 1513
Middle-bank reservation failures: 4
Active-event deferrals: 856
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 36|37
Current unavailable yield tiles: 37
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1872\nPrecedence substitutions made: 4\nDependency chains followed: 10\nBlocked by waiting-row occupant: 10\nSubstituted events started: 8\nOccupied-space rejections: 45\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:32
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 29
Scenario seed: -2239372935304075420

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 342
Occupancy: 95%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 26.90%
Blocker-prone seat share (topology component): 59.36%
Aisle-assignment balance: 93.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1299
Passengers seated: 342/342
Average waiting ticks: 573.56
Longest waiting passenger: P116->26I(RIGHT)
Longest waiting ticks: 1226

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 4
Executable cluster candidates: 2
Rejected cluster candidates: 2
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 6
Last cluster decision: RIGHT:tiles14-16:occupied=3:anchor=P107:selected=P144:directReleases=1:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 15
Regions dissolved: 1
Repeated reconstructions avoided: 15
Largest region lifetime: 16
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=16
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2738
Maximum occupied tiles: 12
Seat events: 160
Single-blocker events: 42
Multiple-blocker events: 21
Temporary aisle reoccupations: 85

RIGHT AISLE
-----------
Total moves: 3233
Maximum occupied tiles: 12
Seat events: 182
Single-blocker events: 48
Multiple-blocker events: 24
Temporary aisle reoccupations: 99

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 148
Reservations granted: 144
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7001
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8681
Total stationary ticks: 202074
Seat-event requests: 361
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 866
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 866
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 363\nPrecedence substitutions made: 4\nDependency chains followed: 10\nBlocked by waiting-row occupant: 10\nSubstituted events started: 8\nOccupied-space rejections: 45\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 29 | standardDataset=338/342 (98.83%) | finalTwoRowRiskDispersionDataset=342/342 (100.00%) | seatedDelta=+4 | completionDelta=+1.17% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=true | finalTwoRowRiskDispersionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:32
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 30
Scenario seed: 2402413828321423223

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 96.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1038
Passengers seated: 282/282
Average waiting ticks: 464.10
Longest waiting passenger: P81->21E(RIGHT)
Longest waiting ticks: 975

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 48
Regions dissolved: 3
Repeated reconstructions avoided: 48
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=8
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2071
Maximum occupied tiles: 11
Seat events: 136
Single-blocker events: 38
Multiple-blocker events: 12
Temporary aisle reoccupations: 62

RIGHT AISLE
-----------
Total moves: 2272
Maximum occupied tiles: 12
Seat events: 146
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 102
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5605
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6971
Total stationary ticks: 135638
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 684
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 684
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 01:53:32
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 5783790101901
Scenario number: 30
Scenario seed: 2402413828321423223

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 96.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1038
Passengers seated: 282/282
Average waiting ticks: 464.14
Longest waiting passenger: P81->21E(RIGHT)
Longest waiting ticks: 975

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 48
Regions dissolved: 3
Repeated reconstructions avoided: 48
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=8
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2071
Maximum occupied tiles: 11
Seat events: 136
Single-blocker events: 38
Multiple-blocker events: 12
Temporary aisle reoccupations: 62

RIGHT AISLE
-----------
Total moves: 2272
Maximum occupied tiles: 12
Seat events: 146
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 102
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5599
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6977
Total stationary ticks: 135640
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 698
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 698
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 30 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 40
HIGH-OCCUPANCY FINAL-TWO-ROW CHALLENGE
************************************************************
Experiment seed: 5783790101901
Scenarios executed: 60
Successful completions: 45
Incomplete/MAX_TICKS: 15
Average completed ticks: 1421.70
Average waiting ticks: 484.98
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 1
Scenario seed: 8752643740175512201

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 867
Passengers seated: 235/235
Average waiting ticks: 386.10
Longest waiting passenger: P74->6D(LEFT)
Longest waiting ticks: 814

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1824
Maximum occupied tiles: 12
Seat events: 122
Single-blocker events: 30
Multiple-blocker events: 16
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 1590
Maximum occupied tiles: 12
Seat events: 113
Single-blocker events: 36
Multiple-blocker events: 10
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 122
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4377
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5451
Total stationary ticks: 94365
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 538
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 538
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 246\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:08
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 1
Scenario seed: 8752643740175512201

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 867
Passengers seated: 235/235
Average waiting ticks: 385.99
Longest waiting passenger: P74->6D(LEFT)
Longest waiting ticks: 814

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1824
Maximum occupied tiles: 12
Seat events: 122
Single-blocker events: 30
Multiple-blocker events: 16
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 1590
Maximum occupied tiles: 12
Seat events: 113
Single-blocker events: 36
Multiple-blocker events: 10
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 122
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4392
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5470
Total stationary ticks: 94369
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 529
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 529
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 246\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 01 | standardDataset=235/235 (100.00%) | finalTwoRowRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 2
Scenario seed: 3695919841311108582

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.20%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1311
Passengers seated: 353/353
Average waiting ticks: 587.67
Longest waiting passenger: P137->15J(RIGHT)
Longest waiting ticks: 1255

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles14-17:occupied=3:anchor=P47:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 59
Regions dissolved: 3
Repeated reconstructions avoided: 59
Largest region lifetime: 28
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=16
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2984
Maximum occupied tiles: 12
Seat events: 169
Single-blocker events: 45
Multiple-blocker events: 24
Temporary aisle reoccupations: 96

RIGHT AISLE
-----------
Total moves: 3202
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 45
Multiple-blocker events: 24
Temporary aisle reoccupations: 96

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 153
Reservations granted: 149
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7716
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9384
Total stationary ticks: 214073
Seat-event requests: 374
Failed seat-event starts: 21

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 818
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 21
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 818
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 377\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:08
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 2
Scenario seed: 3695919841311108582

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.20%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1311
Passengers seated: 353/353
Average waiting ticks: 587.63
Longest waiting passenger: P137->15J(RIGHT)
Longest waiting ticks: 1255

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles14-17:occupied=3:anchor=P47:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 59
Regions dissolved: 3
Repeated reconstructions avoided: 59
Largest region lifetime: 28
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=16
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2984
Maximum occupied tiles: 12
Seat events: 169
Single-blocker events: 45
Multiple-blocker events: 24
Temporary aisle reoccupations: 96

RIGHT AISLE
-----------
Total moves: 3202
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 45
Multiple-blocker events: 24
Temporary aisle reoccupations: 96

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 153
Reservations granted: 149
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7740
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9409
Total stationary ticks: 214081
Seat-event requests: 374
Failed seat-event starts: 21

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 820
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 21
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 820
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 377\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 02 | standardDataset=353/353 (100.00%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 3
Scenario seed: -1634043536643319145

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 469.07
Longest waiting passenger: P211->10F(RIGHT)
Longest waiting ticks: 1019

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2113
Maximum occupied tiles: 12
Seat events: 132
Single-blocker events: 34
Multiple-blocker events: 13
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2311
Maximum occupied tiles: 12
Seat events: 150
Single-blocker events: 44
Multiple-blocker events: 24
Temporary aisle reoccupations: 92

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 101
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5602
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6809
Total stationary ticks: 136911
Seat-event requests: 292
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 629
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 629
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 294\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:08
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 3
Scenario seed: -1634043536643319145

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 469.07
Longest waiting passenger: P211->10F(RIGHT)
Longest waiting ticks: 1019

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2113
Maximum occupied tiles: 12
Seat events: 132
Single-blocker events: 34
Multiple-blocker events: 13
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2311
Maximum occupied tiles: 12
Seat events: 150
Single-blocker events: 44
Multiple-blocker events: 24
Temporary aisle reoccupations: 92

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 101
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5607
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6809
Total stationary ticks: 136911
Seat-event requests: 292
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 631
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 631
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 294\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 03 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 4
Scenario seed: -986602465838565973

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.50%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1003
Passengers seated: 282/282
Average waiting ticks: 461.54
Longest waiting passenger: P280->15B(LEFT)
Longest waiting ticks: 958

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 4
Executable cluster candidates: 4
Rejected cluster candidates: 0
Cluster selections: 4
Cluster-selected events started: 4
Largest detected cluster: 5
Selected release potential total: 11
Last cluster decision: RIGHT:tiles25-28:occupied=3:anchor=P244:selected=P52:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 44
Regions dissolved: 3
Repeated reconstructions avoided: 44
Largest region lifetime: 27
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2211
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 34
Multiple-blocker events: 17
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2168
Maximum occupied tiles: 10
Seat events: 140
Single-blocker events: 33
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 99
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5469
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6759
Total stationary ticks: 134785
Seat-event requests: 298
Failed seat-event starts: 16

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 622
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 16
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 622
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:08
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 4
Scenario seed: -986602465838565973

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.50%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1003
Passengers seated: 282/282
Average waiting ticks: 461.55
Longest waiting passenger: P280->15B(LEFT)
Longest waiting ticks: 958

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 4
Executable cluster candidates: 4
Rejected cluster candidates: 0
Cluster selections: 4
Cluster-selected events started: 4
Largest detected cluster: 5
Selected release potential total: 11
Last cluster decision: RIGHT:tiles25-28:occupied=3:anchor=P244:selected=P52:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 44
Regions dissolved: 3
Repeated reconstructions avoided: 44
Largest region lifetime: 27
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2211
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 34
Multiple-blocker events: 17
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2168
Maximum occupied tiles: 10
Seat events: 140
Single-blocker events: 33
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 99
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5464
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6751
Total stationary ticks: 134782
Seat-event requests: 298
Failed seat-event starts: 16

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 622
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 16
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 622
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 04 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=4 | clusterStarts=4 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 5
Scenario seed: -2179248147024511865

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 95.32%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 893
Passengers seated: 235/235
Average waiting ticks: 399.65
Longest waiting passenger: P137->21H(RIGHT)
Longest waiting ticks: 845

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1634
Maximum occupied tiles: 13
Seat events: 112
Single-blocker events: 28
Multiple-blocker events: 10
Temporary aisle reoccupations: 52

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 10
Seat events: 123
Single-blocker events: 30
Multiple-blocker events: 15
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 128
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3888
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4829
Total stationary ticks: 96946
Seat-event requests: 245
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 536
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 536
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:08
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 5
Scenario seed: -2179248147024511865

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 95.32%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 893
Passengers seated: 235/235
Average waiting ticks: 399.65
Longest waiting passenger: P137->21H(RIGHT)
Longest waiting ticks: 845

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1634
Maximum occupied tiles: 13
Seat events: 112
Single-blocker events: 28
Multiple-blocker events: 10
Temporary aisle reoccupations: 52

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 10
Seat events: 123
Single-blocker events: 30
Multiple-blocker events: 15
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 128
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3893
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4829
Total stationary ticks: 96946
Seat-event requests: 245
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 538
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 538
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 05 | standardDataset=235/235 (100.00%) | finalTwoRowRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 6
Scenario seed: -6105566374982413344

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2334
Passengers seated: 233/235
Average waiting ticks: 390.67
Longest waiting passenger: P167->28C(RIGHT)
Longest waiting ticks: 2286

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1504
Regions dissolved: 0
Repeated reconstructions avoided: 1504
Largest region lifetime: 1505
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: TRACK:R1:age=1505:localMembers=2
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1604
Maximum occupied tiles: 13
Seat events: 116
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1795
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 22
Multiple-blocker events: 11
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1648
Reservations granted: 1640
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4392
Longest unresolved passenger ID: 141
Longest unresolved row: 28
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P141(28H/RIGHT) -> P167(28C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 141
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8720
Total stationary ticks: 97131
Seat-event requests: 1758
Failed seat-event starts: 1525

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 167
Critical blocker identity: P167->28C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P167(28C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P141(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1519
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 6
Rear-boundary failures: 1519
Middle-bank reservation failures: 8
Active-event deferrals: 608
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:08
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 6
Scenario seed: -6105566374982413344

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2334
Passengers seated: 233/235
Average waiting ticks: 390.57
Longest waiting passenger: P167->28C(RIGHT)
Longest waiting ticks: 2286

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1504
Regions dissolved: 0
Repeated reconstructions avoided: 1504
Largest region lifetime: 1505
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: TRACK:R1:age=1505:localMembers=2
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1604
Maximum occupied tiles: 13
Seat events: 116
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1795
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 22
Multiple-blocker events: 11
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1648
Reservations granted: 1640
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4412
Longest unresolved passenger ID: 141
Longest unresolved row: 28
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P141(28H/RIGHT) -> P167(28C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 141
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8740
Total stationary ticks: 97136
Seat-event requests: 1758
Failed seat-event starts: 1525

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 167
Critical blocker identity: P167->28C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P167(28C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P141(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1519
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 6
Rear-boundary failures: 1519
Middle-bank reservation failures: 8
Active-event deferrals: 603
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 06 | standardDataset=233/235 (99.15%) | finalTwoRowRiskDispersionDataset=233/235 (99.15%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | finalTwoRowRiskDispersionFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 7
Scenario seed: -9120433565414789169

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 481.20
Longest waiting passenger: P47->26A(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 4
Last cluster decision: LEFT:tiles7-9:occupied=3:anchor=P69:selected=P49:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 20
Regions dissolved: 2
Repeated reconstructions avoided: 20
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=9
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2248
Maximum occupied tiles: 13
Seat events: 143
Single-blocker events: 40
Multiple-blocker events: 14
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2154
Maximum occupied tiles: 11
Seat events: 139
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 63

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 95
Reservations granted: 95
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5366
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6528
Total stationary ticks: 140093
Seat-event requests: 295
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 628
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 628
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:08
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 7
Scenario seed: -9120433565414789169

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 481.21
Longest waiting passenger: P47->26A(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 4
Last cluster decision: LEFT:tiles7-9:occupied=3:anchor=P69:selected=P49:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 20
Regions dissolved: 2
Repeated reconstructions avoided: 20
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=9
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2248
Maximum occupied tiles: 13
Seat events: 143
Single-blocker events: 40
Multiple-blocker events: 14
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2154
Maximum occupied tiles: 11
Seat events: 139
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 63

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 95
Reservations granted: 95
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5372
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6522
Total stationary ticks: 140091
Seat-event requests: 295
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 627
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 627
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 07 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 8
Scenario seed: -994495329057236841

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 888
Passengers seated: 235/235
Average waiting ticks: 395.46
Longest waiting passenger: P165->19H(RIGHT)
Longest waiting ticks: 829

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1670
Maximum occupied tiles: 12
Seat events: 113
Single-blocker events: 33
Multiple-blocker events: 10
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1739
Maximum occupied tiles: 10
Seat events: 122
Single-blocker events: 33
Multiple-blocker events: 14
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 124
Reservations granted: 122
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4190
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5138
Total stationary ticks: 96290
Seat-event requests: 238
Failed seat-event starts: 3

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 507
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 3
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 507
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 240\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:08
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 8
Scenario seed: -994495329057236841

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 888
Passengers seated: 235/235
Average waiting ticks: 395.46
Longest waiting passenger: P165->19H(RIGHT)
Longest waiting ticks: 829

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1670
Maximum occupied tiles: 12
Seat events: 113
Single-blocker events: 33
Multiple-blocker events: 10
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1739
Maximum occupied tiles: 10
Seat events: 122
Single-blocker events: 33
Multiple-blocker events: 14
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 124
Reservations granted: 122
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4195
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5134
Total stationary ticks: 96288
Seat-event requests: 238
Failed seat-event starts: 3

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 3
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 505
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 240\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 4\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 08 | standardDataset=235/235 (100.00%) | finalTwoRowRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 9
Scenario seed: -7199586711151659826

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 96.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1042
Passengers seated: 282/282
Average waiting ticks: 469.57
Longest waiting passenger: P51->25E(RIGHT)
Longest waiting ticks: 991

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles18-21:occupied=3:anchor=P14:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2097
Maximum occupied tiles: 11
Seat events: 136
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 63

RIGHT AISLE
-----------
Total moves: 2305
Maximum occupied tiles: 12
Seat events: 146
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 99
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5508
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6914
Total stationary ticks: 137082
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 709
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 709
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:08
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 9
Scenario seed: -7199586711151659826

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 96.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1042
Passengers seated: 282/282
Average waiting ticks: 469.57
Longest waiting passenger: P51->25E(RIGHT)
Longest waiting ticks: 991

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles18-21:occupied=3:anchor=P14:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2097
Maximum occupied tiles: 11
Seat events: 136
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 63

RIGHT AISLE
-----------
Total moves: 2305
Maximum occupied tiles: 12
Seat events: 146
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 99
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5508
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6914
Total stationary ticks: 137082
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 709
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 709
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 09 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 10
Scenario seed: -3504603945757896916

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 67.38%
Aisle-assignment balance: 91.49%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1070
Passengers seated: 282/282
Average waiting ticks: 467.58
Longest waiting passenger: P254->16D(LEFT)
Longest waiting ticks: 1018

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2335
Maximum occupied tiles: 13
Seat events: 153
Single-blocker events: 46
Multiple-blocker events: 21
Temporary aisle reoccupations: 88

RIGHT AISLE
-----------
Total moves: 2036
Maximum occupied tiles: 12
Seat events: 129
Single-blocker events: 22
Multiple-blocker events: 12
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5484
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6825
Total stationary ticks: 136497
Seat-event requests: 289
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 680
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 680
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:08
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 10
Scenario seed: -3504603945757896916

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 67.38%
Aisle-assignment balance: 91.49%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1070
Passengers seated: 282/282
Average waiting ticks: 467.79
Longest waiting passenger: P254->16D(LEFT)
Longest waiting ticks: 1018

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2335
Maximum occupied tiles: 13
Seat events: 153
Single-blocker events: 46
Multiple-blocker events: 21
Temporary aisle reoccupations: 88

RIGHT AISLE
-----------
Total moves: 2036
Maximum occupied tiles: 12
Seat events: 129
Single-blocker events: 22
Multiple-blocker events: 12
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5448
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6699
Total stationary ticks: 136462
Seat-event requests: 289
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 653
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 653
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 10 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 11
Scenario seed: 3168142073701759780

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 90.65%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1347
Passengers seated: 353/353
Average waiting ticks: 586.18
Longest waiting passenger: P240->9G(LEFT)
Longest waiting ticks: 1284

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 5
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 7
Selected release potential total: 11
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 39
Regions dissolved: 2
Repeated reconstructions avoided: 39
Largest region lifetime: 25
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=16
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 4
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3321
Maximum occupied tiles: 13
Seat events: 193
Single-blocker events: 53
Multiple-blocker events: 28
Temporary aisle reoccupations: 113

RIGHT AISLE
-----------
Total moves: 2842
Maximum occupied tiles: 14
Seat events: 160
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 150
Reservations granted: 150
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7949
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9907
Total stationary ticks: 214018
Seat-event requests: 375
Failed seat-event starts: 22

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 850
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 22
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 850
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 373\nPrecedence substitutions made: 4\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 10\nOccupied-space rejections: 28\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:08
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 11
Scenario seed: 3168142073701759780

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 90.65%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1347
Passengers seated: 353/353
Average waiting ticks: 585.96
Longest waiting passenger: P240->9G(LEFT)
Longest waiting ticks: 1284

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 8
Cluster candidates evaluated: 4
Executable cluster candidates: 3
Rejected cluster candidates: 1
Cluster selections: 3
Cluster-selected events started: 3
Largest detected cluster: 7
Selected release potential total: 16
Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 90
Regions dissolved: 3
Repeated reconstructions avoided: 90
Largest region lifetime: 42
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=26
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 6
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3321
Maximum occupied tiles: 14
Seat events: 193
Single-blocker events: 53
Multiple-blocker events: 28
Temporary aisle reoccupations: 113

RIGHT AISLE
-----------
Total moves: 2842
Maximum occupied tiles: 14
Seat events: 160
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7949
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 10148
Total stationary ticks: 214083
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 919
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 919
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 377\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 11\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 11 | standardDataset=353/353 (100.00%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=3 | clusterStarts=3 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 12
Scenario seed: 9103699088801372208

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.33%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 98.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1290
Passengers seated: 353/353
Average waiting ticks: 602.55
Longest waiting passenger: P53->17A(LEFT)
Longest waiting ticks: 1231

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles20-23:occupied=3:anchor=P136:selected=P19:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 15
Regions dissolved: 2
Repeated reconstructions avoided: 15
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=9
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3105
Maximum occupied tiles: 12
Seat events: 180
Single-blocker events: 45
Multiple-blocker events: 25
Temporary aisle reoccupations: 100

RIGHT AISLE
-----------
Total moves: 3100
Maximum occupied tiles: 13
Seat events: 173
Single-blocker events: 51
Multiple-blocker events: 24
Temporary aisle reoccupations: 105

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 160
Reservations granted: 157
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7244
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8711
Total stationary ticks: 218631
Seat-event requests: 372
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 797
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 797
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:08
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 12
Scenario seed: 9103699088801372208

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.33%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 98.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1288
Passengers seated: 353/353
Average waiting ticks: 601.97
Longest waiting passenger: P53->17A(LEFT)
Longest waiting ticks: 1229

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles20-23:occupied=3:anchor=P136:selected=P19:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 15
Regions dissolved: 2
Repeated reconstructions avoided: 15
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=9
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3105
Maximum occupied tiles: 12
Seat events: 180
Single-blocker events: 45
Multiple-blocker events: 25
Temporary aisle reoccupations: 100

RIGHT AISLE
-----------
Total moves: 3100
Maximum occupied tiles: 13
Seat events: 173
Single-blocker events: 51
Multiple-blocker events: 24
Temporary aisle reoccupations: 105

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 160
Reservations granted: 157
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7297
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8708
Total stationary ticks: 218462
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 765
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 765
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 373\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 12 | standardDataset=353/353 (100.00%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 13
Scenario seed: -3759106346403789005

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 852
Passengers seated: 235/235
Average waiting ticks: 382.26
Longest waiting passenger: P66->3E(LEFT)
Longest waiting ticks: 800

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 43
Regions dissolved: 3
Repeated reconstructions avoided: 43
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=10
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 27
Multiple-blocker events: 10
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1653
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 54

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 131
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4528
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5533
Total stationary ticks: 93604
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 519
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 519
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:08
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 13
Scenario seed: -3759106346403789005

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 852
Passengers seated: 235/235
Average waiting ticks: 382.34
Longest waiting passenger: P66->3E(LEFT)
Longest waiting ticks: 800

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 43
Regions dissolved: 3
Repeated reconstructions avoided: 43
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=10
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 27
Multiple-blocker events: 10
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1653
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 54

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 131
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4513
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5478
Total stationary ticks: 93588
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 502
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 502
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 13 | standardDataset=235/235 (100.00%) | finalTwoRowRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 14
Scenario seed: -8586420763930988273

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1315
Passengers seated: 353/353
Average waiting ticks: 601.51
Longest waiting passenger: P125->23J(RIGHT)
Longest waiting ticks: 1254

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 6
Selected release potential total: 7
Last cluster decision: RIGHT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 55
Regions dissolved: 4
Repeated reconstructions avoided: 55
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=15
Confirmation deferral ticks: 6
Regions reaching confirmation: 2
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2939
Maximum occupied tiles: 12
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 23
Temporary aisle reoccupations: 100

RIGHT AISLE
-----------
Total moves: 3227
Maximum occupied tiles: 14
Seat events: 184
Single-blocker events: 54
Multiple-blocker events: 28
Temporary aisle reoccupations: 115

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 146
Reservations granted: 146
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7147
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8680
Total stationary ticks: 218182
Seat-event requests: 374
Failed seat-event starts: 21

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 831
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 21
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 831
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 372\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:08
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 14
Scenario seed: -8586420763930988273

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1315
Passengers seated: 353/353
Average waiting ticks: 601.51
Longest waiting passenger: P125->23J(RIGHT)
Longest waiting ticks: 1254

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 6
Selected release potential total: 7
Last cluster decision: RIGHT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 55
Regions dissolved: 4
Repeated reconstructions avoided: 55
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=15
Confirmation deferral ticks: 6
Regions reaching confirmation: 2
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2939
Maximum occupied tiles: 12
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 23
Temporary aisle reoccupations: 100

RIGHT AISLE
-----------
Total moves: 3227
Maximum occupied tiles: 14
Seat events: 184
Single-blocker events: 54
Multiple-blocker events: 28
Temporary aisle reoccupations: 115

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 146
Reservations granted: 146
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7147
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8680
Total stationary ticks: 218182
Seat-event requests: 374
Failed seat-event starts: 21

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 831
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 21
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 831
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 372\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 14 | standardDataset=353/353 (100.00%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 15
Scenario seed: -7499198415883060047

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.33%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1258
Passengers seated: 353/353
Average waiting ticks: 586.90
Longest waiting passenger: P64->10F(LEFT)
Longest waiting ticks: 1204

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 44
Regions dissolved: 4
Repeated reconstructions avoided: 44
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=8
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3198
Maximum occupied tiles: 13
Seat events: 177
Single-blocker events: 47
Multiple-blocker events: 26
Temporary aisle reoccupations: 105

RIGHT AISLE
-----------
Total moves: 2955
Maximum occupied tiles: 14
Seat events: 176
Single-blocker events: 51
Multiple-blocker events: 25
Temporary aisle reoccupations: 107

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 155
Reservations granted: 149
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7504
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9326
Total stationary ticks: 213558
Seat-event requests: 372
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 916
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 916
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 378\nPrecedence substitutions made: 8\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 9\nOccupied-space rejections: 29\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:08
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 15
Scenario seed: -7499198415883060047

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.33%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 587.31
Longest waiting passenger: P64->10F(LEFT)
Longest waiting ticks: 1205

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 44
Regions dissolved: 4
Repeated reconstructions avoided: 44
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=8
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3198
Maximum occupied tiles: 13
Seat events: 177
Single-blocker events: 47
Multiple-blocker events: 26
Temporary aisle reoccupations: 105

RIGHT AISLE
-----------
Total moves: 2955
Maximum occupied tiles: 14
Seat events: 176
Single-blocker events: 51
Multiple-blocker events: 25
Temporary aisle reoccupations: 107

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 155
Reservations granted: 149
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7510
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9279
Total stationary ticks: 213676
Seat-event requests: 372
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 900
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 900
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 377\nPrecedence substitutions made: 8\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 9\nOccupied-space rejections: 29\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 15 | standardDataset=353/353 (100.00%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 16
Scenario seed: 1139918925543035320

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.62%
Aisle-assignment balance: 95.18%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1298
Passengers seated: 353/353
Average waiting ticks: 591.57
Longest waiting passenger: P130->3A(LEFT)
Longest waiting ticks: 1253

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 5
Cluster candidates evaluated: 4
Executable cluster candidates: 4
Rejected cluster candidates: 0
Cluster selections: 3
Cluster-selected events started: 4
Largest detected cluster: 5
Selected release potential total: 11
Last cluster decision: RIGHT:tiles23-26:occupied=3:anchor=P351:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 26
Regions dissolved: 2
Repeated reconstructions avoided: 26
Largest region lifetime: 16
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=16
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3259
Maximum occupied tiles: 13
Seat events: 185
Single-blocker events: 53
Multiple-blocker events: 31
Temporary aisle reoccupations: 119

RIGHT AISLE
-----------
Total moves: 2912
Maximum occupied tiles: 14
Seat events: 168
Single-blocker events: 36
Multiple-blocker events: 26
Temporary aisle reoccupations: 90

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 151
Reservations granted: 151
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7561
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9260
Total stationary ticks: 215247
Seat-event requests: 382
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 817
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 817
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 379\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 8\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:08
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 16
Scenario seed: 1139918925543035320

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.62%
Aisle-assignment balance: 95.18%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1298
Passengers seated: 353/353
Average waiting ticks: 591.57
Longest waiting passenger: P130->3A(LEFT)
Longest waiting ticks: 1253

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 5
Cluster candidates evaluated: 4
Executable cluster candidates: 4
Rejected cluster candidates: 0
Cluster selections: 3
Cluster-selected events started: 4
Largest detected cluster: 5
Selected release potential total: 11
Last cluster decision: RIGHT:tiles23-26:occupied=3:anchor=P351:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 26
Regions dissolved: 2
Repeated reconstructions avoided: 26
Largest region lifetime: 16
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=16
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3259
Maximum occupied tiles: 13
Seat events: 185
Single-blocker events: 53
Multiple-blocker events: 31
Temporary aisle reoccupations: 119

RIGHT AISLE
-----------
Total moves: 2912
Maximum occupied tiles: 14
Seat events: 168
Single-blocker events: 36
Multiple-blocker events: 26
Temporary aisle reoccupations: 90

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 151
Reservations granted: 151
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7561
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9260
Total stationary ticks: 215247
Seat-event requests: 382
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 817
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 817
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 379\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 8\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 16 | standardDataset=353/353 (100.00%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=3 | clusterStarts=4 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 17
Scenario seed: 9064782911198127998

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 98.02%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2752
Passengers seated: 349/353
Average waiting ticks: 596.06
Longest waiting passenger: P181->34F(RIGHT)
Longest waiting ticks: 2668

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 3
Cluster candidates evaluated: 3
Executable cluster candidates: 0
Rejected cluster candidates: 3
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1617
Regions dissolved: 2
Repeated reconstructions avoided: 1617
Largest region lifetime: 1574
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1574:occupied=4
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1522
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2993
Maximum occupied tiles: 13
Seat events: 173
Single-blocker events: 44
Multiple-blocker events: 22
Temporary aisle reoccupations: 92

RIGHT AISLE
-----------
Total moves: 3156
Maximum occupied tiles: 16
Seat events: 176
Single-blocker events: 37
Multiple-blocker events: 22
Temporary aisle reoccupations: 84

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1731
Reservations granted: 1729
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7510
Longest unresolved passenger ID: 208
Longest unresolved row: 35
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P12(33D/RIGHT) -> P94(36J/RIGHT) -> P181(34F/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 12
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 15648
Total stationary ticks: 219891
Seat-event requests: 1944
Failed seat-event starts: 1595

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 181
Critical blocker identity: P181->34F(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 4
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P181(34F/RIGHT/WAITING_FOR_SEAT_EVENT)
  P94(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P12(33D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1595
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 35
Critical blocker unavailable yield tiles: 35
Critical blocker yield-tile occupants: 208
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1595
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 1045
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[208]: P208(35E/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P208->35E(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P208{seat=35E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=983,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 35
Current unavailable yield tiles: 35
Current yield-tile occupants: 208
Final row-event chain: 181|208
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 0\nDependency chains followed: 1576\nBlocked by waiting-row occupant: 1576\nSubstituted events started: 0\nOccupied-space rejections: 1595\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:08
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 17
Scenario seed: 9064782911198127998

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 98.02%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2752
Passengers seated: 349/353
Average waiting ticks: 596.10
Longest waiting passenger: P181->34F(RIGHT)
Longest waiting ticks: 2673

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 3
Cluster candidates evaluated: 3
Executable cluster candidates: 0
Rejected cluster candidates: 3
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1617
Regions dissolved: 2
Repeated reconstructions avoided: 1617
Largest region lifetime: 1574
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1574:occupied=4
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1522
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2993
Maximum occupied tiles: 13
Seat events: 173
Single-blocker events: 44
Multiple-blocker events: 22
Temporary aisle reoccupations: 92

RIGHT AISLE
-----------
Total moves: 3156
Maximum occupied tiles: 16
Seat events: 176
Single-blocker events: 37
Multiple-blocker events: 22
Temporary aisle reoccupations: 84

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1731
Reservations granted: 1729
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7500
Longest unresolved passenger ID: 208
Longest unresolved row: 35
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P12(33D/RIGHT) -> P94(36J/RIGHT) -> P181(34F/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 12
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 15649
Total stationary ticks: 219894
Seat-event requests: 1943
Failed seat-event starts: 1594

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 181
Critical blocker identity: P181->34F(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 4
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P181(34F/RIGHT/WAITING_FOR_SEAT_EVENT)
  P94(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P12(33D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1594
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 35
Critical blocker unavailable yield tiles: 35
Critical blocker yield-tile occupants: 208
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1594
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 1056
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[208]: P208(35E/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P208->35E(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P208{seat=35E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=983,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 35
Current unavailable yield tiles: 35
Current yield-tile occupants: 208
Final row-event chain: 181|208
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1945\nPrecedence substitutions made: 1\nDependency chains followed: 1577\nBlocked by waiting-row occupant: 1577\nSubstituted events started: 1\nOccupied-space rejections: 1594\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 17 | standardDataset=349/353 (98.87%) | finalTwoRowRiskDispersionDataset=349/353 (98.87%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=LINKED_ROW_EVENT_CHAIN | finalTwoRowRiskDispersionFamily=LINKED_ROW_EVENT_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 18
Scenario seed: -6375845170720219443

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 96.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1027
Passengers seated: 282/282
Average waiting ticks: 462.95
Longest waiting passenger: P52->22H(RIGHT)
Longest waiting ticks: 978

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 14
Seat events: 136
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

RIGHT AISLE
-----------
Total moves: 2205
Maximum occupied tiles: 12
Seat events: 146
Single-blocker events: 44
Multiple-blocker events: 15
Temporary aisle reoccupations: 74

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5643
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6875
Total stationary ticks: 135303
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 605
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 605
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:08
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 18
Scenario seed: -6375845170720219443

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 96.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1030
Passengers seated: 282/282
Average waiting ticks: 462.94
Longest waiting passenger: P52->22H(RIGHT)
Longest waiting ticks: 978

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 14
Seat events: 136
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

RIGHT AISLE
-----------
Total moves: 2205
Maximum occupied tiles: 12
Seat events: 146
Single-blocker events: 44
Multiple-blocker events: 15
Temporary aisle reoccupations: 74

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5648
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6877
Total stationary ticks: 135305
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 601
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 601
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 18 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 19
Scenario seed: 8720662490965813529

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.50%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1053
Passengers seated: 282/282
Average waiting ticks: 465.33
Longest waiting passenger: P278->8C(LEFT)
Longest waiting ticks: 996

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2300
Maximum occupied tiles: 10
Seat events: 150
Single-blocker events: 43
Multiple-blocker events: 13
Temporary aisle reoccupations: 69

RIGHT AISLE
-----------
Total moves: 2046
Maximum occupied tiles: 13
Seat events: 132
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5279
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6684
Total stationary ticks: 135662
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 726
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 726
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 296\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:08
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 19
Scenario seed: 8720662490965813529

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.50%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1053
Passengers seated: 282/282
Average waiting ticks: 465.33
Longest waiting passenger: P278->8C(LEFT)
Longest waiting ticks: 996

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2300
Maximum occupied tiles: 10
Seat events: 150
Single-blocker events: 43
Multiple-blocker events: 13
Temporary aisle reoccupations: 69

RIGHT AISLE
-----------
Total moves: 2046
Maximum occupied tiles: 13
Seat events: 132
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5279
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6684
Total stationary ticks: 135662
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 726
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 726
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 296\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 19 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 20
Scenario seed: 1669530366003124005

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2490
Passengers seated: 203/282
Average waiting ticks: 762.73
Longest waiting passenger: P11->13G(RIGHT)
Longest waiting ticks: 2490

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 23
Cluster candidates evaluated: 18
Executable cluster candidates: 0
Rejected cluster candidates: 18
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 30
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2175
Regions dissolved: 0
Repeated reconstructions avoided: 2175
Largest region lifetime: 2176
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2176:occupied=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 2046
State changes reopening evaluation: 22
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2197
Maximum occupied tiles: 11
Seat events: 140
Single-blocker events: 26
Multiple-blocker events: 18
Temporary aisle reoccupations: 62

RIGHT AISLE
-----------
Total moves: 1291
Maximum occupied tiles: 30
Seat events: 63
Single-blocker events: 12
Multiple-blocker events: 1
Temporary aisle reoccupations: 14

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 128
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 49
Remaining moving in aisle: 28
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 57879
Longest unresolved passenger ID: 11
Longest unresolved row: 13
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 23
Longest dependency chain: P166(20H/RIGHT) -> P16(5H/RIGHT) -> P199(28F/RIGHT) -> P10(27H/RIGHT) -> P24(20F/RIGHT) -> P79(27F/RIGHT) -> P54(10I/RIGHT) -> P125(22F/RIGHT) -> P189(11H/RIGHT) -> P122(30F/RIGHT) -> P144(15D/RIGHT) -> P211(29I/RIGHT) -> P31(15I/RIGHT) -> P164(26G/RIGHT) -> P171(32F/RIGHT) -> P137(25H/RIGHT) -> P196(30G/RIGHT) -> P235(22I/RIGHT) -> P240(30I/RIGHT) -> P228(25F/RIGHT) -> P229(32I/RIGHT) -> P71(29G/RIGHT) -> P201(23I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 166
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 28
Total blocked ticks: 66945
Total stationary ticks: 276243
Seat-event requests: 2318
Failed seat-event starts: 2115

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 201
Critical blocker identity: P201->23I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 22
Critical tree size including blocker: 23
Critical tree depth: 23
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 30
Unresolved outside passengers: 49
Unresolved internal passengers outside critical tree: 7
Critical blocker tree:
P201(23I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P71(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P229(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P228(25F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P240(30I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P235(22I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P196(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P137(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P171(32F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P164(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P31(15I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P211(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P144(15D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P122(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P189(11H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P125(22F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P54(10I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P79(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P24(20F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P10(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P199(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P16(5H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P166(20H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 2052
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 24|25
Critical blocker unavailable yield tiles: 25
Critical blocker yield-tile occupants: 59
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 2052
Rear-boundary failures: 63
Middle-bank reservation failures: 0
Active-event deferrals: 565
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 7
Yield-occupant trace: yieldOccupant[59]: P59(28G/RIGHT/MOVING_IN_AISLE@tile25) -> P227(27I/RIGHT/MOVING_IN_AISLE@tile26) -> P136(29H/RIGHT/MOVING_IN_AISLE@tile27) -> P140(31H/RIGHT/MOVING_IN_AISLE@tile28) -> P96(32G/RIGHT/MOVING_IN_AISLE@tile29) -> P100(32D/RIGHT/MOVING_IN_AISLE@tile30) -> P161(31D/RIGHT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P161->31D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P59{seat=28G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=25,directBlocker=227,lastMoveTick=396,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 24|25
Current unavailable yield tiles: 25
Current yield-tile occupants: 59
Final row-event chain: 201|59|227|136|140|96|100|161
Final row-event chain length: 8
Distinct row events in chain: 8
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2318\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 2052\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:09
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 20
Scenario seed: 1669530366003124005

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2490
Passengers seated: 203/282
Average waiting ticks: 762.73
Longest waiting passenger: P11->13G(RIGHT)
Longest waiting ticks: 2490

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 23
Cluster candidates evaluated: 18
Executable cluster candidates: 0
Rejected cluster candidates: 18
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 30
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2175
Regions dissolved: 0
Repeated reconstructions avoided: 2175
Largest region lifetime: 2176
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2176:occupied=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 2046
State changes reopening evaluation: 22
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2197
Maximum occupied tiles: 11
Seat events: 140
Single-blocker events: 26
Multiple-blocker events: 18
Temporary aisle reoccupations: 62

RIGHT AISLE
-----------
Total moves: 1291
Maximum occupied tiles: 30
Seat events: 63
Single-blocker events: 12
Multiple-blocker events: 1
Temporary aisle reoccupations: 14

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 128
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 49
Remaining moving in aisle: 28
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 57879
Longest unresolved passenger ID: 11
Longest unresolved row: 13
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 23
Longest dependency chain: P166(20H/RIGHT) -> P16(5H/RIGHT) -> P199(28F/RIGHT) -> P10(27H/RIGHT) -> P24(20F/RIGHT) -> P79(27F/RIGHT) -> P54(10I/RIGHT) -> P125(22F/RIGHT) -> P189(11H/RIGHT) -> P122(30F/RIGHT) -> P144(15D/RIGHT) -> P211(29I/RIGHT) -> P31(15I/RIGHT) -> P164(26G/RIGHT) -> P171(32F/RIGHT) -> P137(25H/RIGHT) -> P196(30G/RIGHT) -> P235(22I/RIGHT) -> P240(30I/RIGHT) -> P228(25F/RIGHT) -> P229(32I/RIGHT) -> P71(29G/RIGHT) -> P201(23I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 166
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 28
Total blocked ticks: 66945
Total stationary ticks: 276243
Seat-event requests: 2318
Failed seat-event starts: 2115

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 201
Critical blocker identity: P201->23I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 22
Critical tree size including blocker: 23
Critical tree depth: 23
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 30
Unresolved outside passengers: 49
Unresolved internal passengers outside critical tree: 7
Critical blocker tree:
P201(23I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P71(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P229(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P228(25F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P240(30I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P235(22I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P196(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P137(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P171(32F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P164(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P31(15I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P211(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P144(15D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P122(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P189(11H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P125(22F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P54(10I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P79(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P24(20F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P10(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P199(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P16(5H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P166(20H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 2052
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 24|25
Critical blocker unavailable yield tiles: 25
Critical blocker yield-tile occupants: 59
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 2052
Rear-boundary failures: 63
Middle-bank reservation failures: 0
Active-event deferrals: 565
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 7
Yield-occupant trace: yieldOccupant[59]: P59(28G/RIGHT/MOVING_IN_AISLE@tile25) -> P227(27I/RIGHT/MOVING_IN_AISLE@tile26) -> P136(29H/RIGHT/MOVING_IN_AISLE@tile27) -> P140(31H/RIGHT/MOVING_IN_AISLE@tile28) -> P96(32G/RIGHT/MOVING_IN_AISLE@tile29) -> P100(32D/RIGHT/MOVING_IN_AISLE@tile30) -> P161(31D/RIGHT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P161->31D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P59{seat=28G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=25,directBlocker=227,lastMoveTick=396,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 24|25
Current unavailable yield tiles: 25
Current yield-tile occupants: 59
Final row-event chain: 201|59|227|136|140|96|100|161
Final row-event chain length: 8
Distinct row events in chain: 8
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2318\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 2052\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 20 | standardDataset=203/282 (71.99%) | finalTwoRowRiskDispersionDataset=203/282 (71.99%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | finalTwoRowRiskDispersionFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 21
Scenario seed: 3079501677002754152

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 988
Passengers seated: 282/282
Average waiting ticks: 464.38
Longest waiting passenger: P18->5E(RIGHT)
Longest waiting ticks: 955

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2131
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 44
Multiple-blocker events: 15
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 2220
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 12
Temporary aisle reoccupations: 63

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5679
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6812
Total stationary ticks: 135704
Seat-event requests: 290
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 576
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 576
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 294\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:09
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 21
Scenario seed: 3079501677002754152

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 988
Passengers seated: 282/282
Average waiting ticks: 464.44
Longest waiting passenger: P18->5E(RIGHT)
Longest waiting ticks: 955

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2131
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 44
Multiple-blocker events: 15
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 2220
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 12
Temporary aisle reoccupations: 63

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5664
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6785
Total stationary ticks: 135696
Seat-event requests: 290
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 574
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 574
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 294\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 21 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 22
Scenario seed: 7776370577326976419

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1082
Passengers seated: 282/282
Average waiting ticks: 479.65
Longest waiting passenger: P236->27I(RIGHT)
Longest waiting ticks: 1023

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles18-22:occupied=3:anchor=P248:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 15
Regions dissolved: 1
Repeated reconstructions avoided: 15
Largest region lifetime: 16
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=16
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2024
Maximum occupied tiles: 11
Seat events: 132
Single-blocker events: 36
Multiple-blocker events: 15
Temporary aisle reoccupations: 66

RIGHT AISLE
-----------
Total moves: 2331
Maximum occupied tiles: 11
Seat events: 150
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 93
Reservations granted: 93
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5168
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6341
Total stationary ticks: 139460
Seat-event requests: 290
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 640
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 640
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:09
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 22
Scenario seed: 7776370577326976419

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1082
Passengers seated: 282/282
Average waiting ticks: 479.66
Longest waiting passenger: P236->27I(RIGHT)
Longest waiting ticks: 1023

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles18-22:occupied=3:anchor=P248:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 15
Regions dissolved: 1
Repeated reconstructions avoided: 15
Largest region lifetime: 16
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=16
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2024
Maximum occupied tiles: 11
Seat events: 132
Single-blocker events: 36
Multiple-blocker events: 15
Temporary aisle reoccupations: 66

RIGHT AISLE
-----------
Total moves: 2331
Maximum occupied tiles: 11
Seat events: 150
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 93
Reservations granted: 93
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5169
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6342
Total stationary ticks: 139460
Seat-event requests: 290
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 644
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 644
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 22 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 23
Scenario seed: 8770185797108142765

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.20%
Blocker-prone seat share (topology component): 59.49%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2766
Passengers seated: 337/353
Average waiting ticks: 613.99
Longest waiting passenger: P63->27I(RIGHT)
Longest waiting ticks: 2716

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 15
Cluster candidates evaluated: 53
Executable cluster candidates: 1
Rejected cluster candidates: 52
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 16
Selected release potential total: 2
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 1821
Regions dissolved: 3
Repeated reconstructions avoided: 1821
Largest region lifetime: 1761
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1761:occupied=16
Confirmation deferral ticks: 6
Regions reaching confirmation: 2
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1646
State changes reopening evaluation: 14
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3128
Maximum occupied tiles: 14
Seat events: 179
Single-blocker events: 46
Multiple-blocker events: 23
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2992
Maximum occupied tiles: 20
Seat events: 158
Single-blocker events: 44
Multiple-blocker events: 21
Temporary aisle reoccupations: 89

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 179
Reservations granted: 178
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 11
Remaining waiting at row: 5
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 19013
Longest unresolved passenger ID: 98
Longest unresolved row: 35
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 8
Longest dependency chain: P291(23G/RIGHT) -> P3(33D/RIGHT) -> P255(32G/RIGHT) -> P121(35I/RIGHT) -> P16(36J/RIGHT) -> P189(34G/RIGHT) -> P141(34H/RIGHT) -> P63(27I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 291
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 11
Total blocked ticks: 35634
Total stationary ticks: 241011
Seat-event requests: 2053
Failed seat-event starts: 1716

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 63
Critical blocker identity: P63->27I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 7
Critical tree size including blocker: 8
Critical tree depth: 8
Frozen internal components: 5
Terminal WAITING_FOR_SEAT_EVENT nodes: 5
Unresolved internal passengers: 16
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 8
Critical blocker tree:
P63(27I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P141(34H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P189(34G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P16(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P121(35I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P255(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P3(33D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P291(23G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1687
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 28
Critical blocker unavailable yield tiles: 28
Critical blocker yield-tile occupants: 80
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1687
Rear-boundary failures: 29
Middle-bank reservation failures: 1
Active-event deferrals: 1093
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[80]: P80(28I/RIGHT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P80->28I(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P80{seat=28I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=28,directBlocker=-1,lastMoveTick=1092,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 28
Current unavailable yield tiles: 28
Current yield-tile occupants: 80
Final row-event chain: 63|80
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 5
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2053\nPrecedence substitutions made: 4\nDependency chains followed: 1667\nBlocked by waiting-row occupant: 1667\nSubstituted events started: 5\nOccupied-space rejections: 8387\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:09
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 23
Scenario seed: 8770185797108142765

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.20%
Blocker-prone seat share (topology component): 59.49%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2766
Passengers seated: 337/353
Average waiting ticks: 614.02
Longest waiting passenger: P63->27I(RIGHT)
Longest waiting ticks: 2716

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 14
Cluster candidates evaluated: 49
Executable cluster candidates: 1
Rejected cluster candidates: 48
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 16
Selected release potential total: 2
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 1821
Regions dissolved: 3
Repeated reconstructions avoided: 1821
Largest region lifetime: 1761
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1761:occupied=16
Confirmation deferral ticks: 6
Regions reaching confirmation: 2
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1646
State changes reopening evaluation: 13
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3128
Maximum occupied tiles: 14
Seat events: 179
Single-blocker events: 46
Multiple-blocker events: 23
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2992
Maximum occupied tiles: 19
Seat events: 158
Single-blocker events: 44
Multiple-blocker events: 21
Temporary aisle reoccupations: 89

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 179
Reservations granted: 178
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 11
Remaining waiting at row: 5
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 19000
Longest unresolved passenger ID: 98
Longest unresolved row: 35
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 8
Longest dependency chain: P291(23G/RIGHT) -> P3(33D/RIGHT) -> P255(32G/RIGHT) -> P121(35I/RIGHT) -> P16(36J/RIGHT) -> P189(34G/RIGHT) -> P141(34H/RIGHT) -> P63(27I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 291
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 11
Total blocked ticks: 35614
Total stationary ticks: 241004
Seat-event requests: 2053
Failed seat-event starts: 1716

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 63
Critical blocker identity: P63->27I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 7
Critical tree size including blocker: 8
Critical tree depth: 8
Frozen internal components: 5
Terminal WAITING_FOR_SEAT_EVENT nodes: 5
Unresolved internal passengers: 16
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 8
Critical blocker tree:
P63(27I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P141(34H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P189(34G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P16(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P121(35I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P255(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P3(33D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P291(23G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1687
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 28
Critical blocker unavailable yield tiles: 28
Critical blocker yield-tile occupants: 80
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1687
Rear-boundary failures: 29
Middle-bank reservation failures: 1
Active-event deferrals: 1090
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[80]: P80(28I/RIGHT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P80->28I(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P80{seat=28I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=28,directBlocker=-1,lastMoveTick=1092,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 28
Current unavailable yield tiles: 28
Current yield-tile occupants: 80
Final row-event chain: 63|80
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 5
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2053\nPrecedence substitutions made: 4\nDependency chains followed: 1666\nBlocked by waiting-row occupant: 1666\nSubstituted events started: 5\nOccupied-space rejections: 8382\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 23 | standardDataset=337/353 (95.47%) | finalTwoRowRiskDispersionDataset=337/353 (95.47%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=LINKED_ROW_EVENT_CHAIN | finalTwoRowRiskDispersionFamily=LINKED_ROW_EVENT_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 24
Scenario seed: -5282825074722259786

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 76.17%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 832
Passengers seated: 235/235
Average waiting ticks: 380.11
Longest waiting passenger: P166->23C(LEFT)
Longest waiting ticks: 782

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 36
Regions dissolved: 2
Repeated reconstructions avoided: 36
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=23
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1685
Maximum occupied tiles: 13
Seat events: 117
Single-blocker events: 28
Multiple-blocker events: 13
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1705
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 57

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 134
Reservations granted: 132
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4398
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5649
Total stationary ticks: 93100
Seat-event requests: 251
Failed seat-event starts: 16

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 594
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 16
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 594
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 252\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:09
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 24
Scenario seed: -5282825074722259786

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 76.17%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 832
Passengers seated: 235/235
Average waiting ticks: 380.09
Longest waiting passenger: P166->23C(LEFT)
Longest waiting ticks: 782

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 36
Regions dissolved: 2
Repeated reconstructions avoided: 36
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=23
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1685
Maximum occupied tiles: 13
Seat events: 117
Single-blocker events: 28
Multiple-blocker events: 13
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1705
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 57

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 134
Reservations granted: 132
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4408
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5657
Total stationary ticks: 93103
Seat-event requests: 251
Failed seat-event starts: 16

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 16
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 252\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 24 | standardDataset=235/235 (100.00%) | finalTwoRowRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 25
Scenario seed: -1215887301040367646

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2316
Passengers seated: 220/235
Average waiting ticks: 394.37
Longest waiting passenger: P176->25H(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 15
Cluster candidates evaluated: 12
Executable cluster candidates: 0
Rejected cluster candidates: 12
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 15
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1795
Regions dissolved: 1
Repeated reconstructions avoided: 1795
Largest region lifetime: 1769
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1769:occupied=15
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1619
State changes reopening evaluation: 13
Region priority competitions: 1
Regions ranked: 2
Hierarchical selections: 1
Lower-priority evaluations deferred: 0
Highest selected priority score: 3334
Left/right priority wins: 0/1
Priority ties: 0
Last priority decision: LEFT:R2:score=3313 | RIGHT:R1:score=3334 | selected=RIGHT

LEFT AISLE
----------
Total moves: 1703
Maximum occupied tiles: 14
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

RIGHT AISLE
-----------
Total moves: 1652
Maximum occupied tiles: 19
Seat events: 103
Single-blocker events: 30
Multiple-blocker events: 2
Temporary aisle reoccupations: 35

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 148
Reservations granted: 145
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 13
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 21824
Longest unresolved passenger ID: 164
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 12
Longest dependency chain: P200(22H/RIGHT) -> P48(27F/RIGHT) -> P142(24H/RIGHT) -> P230(27E/RIGHT) -> P79(24E/RIGHT) -> P228(20G/RIGHT) -> P72(28H/RIGHT) -> P20(25F/RIGHT) -> P196(26H/RIGHT) -> P181(25D/RIGHT) -> P183(30D/RIGHT) -> P176(25H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 200
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 13
Total blocked ticks: 30046
Total stationary ticks: 117610
Seat-event requests: 1875
Failed seat-event starts: 1655

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 176
Critical blocker identity: P176->25H(RIGHT)
Direct fan-out: 1
Total indirect descendants: 11
Critical tree size including blocker: 12
Critical tree depth: 12
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 15
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P176(25H/RIGHT/WAITING_FOR_SEAT_EVENT)
  P183(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P181(25D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P196(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P20(25F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P72(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P228(20G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P79(24E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P230(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P142(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P48(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P200(22H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1630
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 26
Critical blocker unavailable yield tiles: 26
Critical blocker yield-tile occupants: 215
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1630
Rear-boundary failures: 25
Middle-bank reservation failures: 3
Active-event deferrals: 652
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 3
Yield-occupant trace: yieldOccupant[215]: P215(29D/RIGHT/MOVING_IN_AISLE@tile26) -> P164(29H/RIGHT/MOVING_IN_AISLE@tile27) -> P133(28C/RIGHT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P133->28C(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P215{seat=29D,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=26,directBlocker=164,lastMoveTick=548,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 26
Current unavailable yield tiles: 26
Current yield-tile occupants: 215
Final row-event chain: 176|215|164|133
Final row-event chain length: 4
Distinct row events in chain: 4
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1878\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 1632\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:09
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 25
Scenario seed: -1215887301040367646

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2316
Passengers seated: 220/235
Average waiting ticks: 394.37
Longest waiting passenger: P176->25H(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 15
Cluster candidates evaluated: 12
Executable cluster candidates: 0
Rejected cluster candidates: 12
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 15
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1795
Regions dissolved: 1
Repeated reconstructions avoided: 1795
Largest region lifetime: 1769
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1769:occupied=15
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1619
State changes reopening evaluation: 13
Region priority competitions: 1
Regions ranked: 2
Hierarchical selections: 1
Lower-priority evaluations deferred: 0
Highest selected priority score: 3334
Left/right priority wins: 0/1
Priority ties: 0
Last priority decision: LEFT:R2:score=3313 | RIGHT:R1:score=3334 | selected=RIGHT

LEFT AISLE
----------
Total moves: 1703
Maximum occupied tiles: 14
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

RIGHT AISLE
-----------
Total moves: 1652
Maximum occupied tiles: 19
Seat events: 103
Single-blocker events: 30
Multiple-blocker events: 2
Temporary aisle reoccupations: 35

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 148
Reservations granted: 145
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 13
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 21826
Longest unresolved passenger ID: 164
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 12
Longest dependency chain: P200(22H/RIGHT) -> P48(27F/RIGHT) -> P142(24H/RIGHT) -> P230(27E/RIGHT) -> P79(24E/RIGHT) -> P228(20G/RIGHT) -> P72(28H/RIGHT) -> P20(25F/RIGHT) -> P196(26H/RIGHT) -> P181(25D/RIGHT) -> P183(30D/RIGHT) -> P176(25H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 200
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 13
Total blocked ticks: 30036
Total stationary ticks: 117607
Seat-event requests: 1875
Failed seat-event starts: 1655

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 176
Critical blocker identity: P176->25H(RIGHT)
Direct fan-out: 1
Total indirect descendants: 11
Critical tree size including blocker: 12
Critical tree depth: 12
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 15
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P176(25H/RIGHT/WAITING_FOR_SEAT_EVENT)
  P183(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P181(25D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P196(26H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P20(25F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P72(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P228(20G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P79(24E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P230(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P142(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P48(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P200(22H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1630
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 26
Critical blocker unavailable yield tiles: 26
Critical blocker yield-tile occupants: 215
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1630
Rear-boundary failures: 25
Middle-bank reservation failures: 3
Active-event deferrals: 647
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 3
Yield-occupant trace: yieldOccupant[215]: P215(29D/RIGHT/MOVING_IN_AISLE@tile26) -> P164(29H/RIGHT/MOVING_IN_AISLE@tile27) -> P133(28C/RIGHT/WAITING_AT_ROW@tile28) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P133->28C(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P215{seat=29D,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=26,directBlocker=164,lastMoveTick=548,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 26
Current unavailable yield tiles: 26
Current yield-tile occupants: 215
Final row-event chain: 176|215|164|133
Final row-event chain length: 4
Distinct row events in chain: 4
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1878\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 1632\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 25 | standardDataset=220/235 (93.62%) | finalTwoRowRiskDispersionDataset=220/235 (93.62%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=MOVING_PASSENGER_YIELD_CHAIN | finalTwoRowRiskDispersionFamily=MOVING_PASSENGER_YIELD_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 26
Scenario seed: 1193270432861273848

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1054
Passengers seated: 282/282
Average waiting ticks: 474.72
Longest waiting passenger: P273->31B(LEFT)
Longest waiting ticks: 987

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:tiles9-12:occupied=3:anchor=P177:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 11
Regions dissolved: 1
Repeated reconstructions avoided: 11
Largest region lifetime: 12
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=12
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2255
Maximum occupied tiles: 11
Seat events: 145
Single-blocker events: 37
Multiple-blocker events: 17
Temporary aisle reoccupations: 71

RIGHT AISLE
-----------
Total moves: 2069
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 37
Multiple-blocker events: 19
Temporary aisle reoccupations: 75

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 98
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5155
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6371
Total stationary ticks: 138106
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 589
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 589
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 300\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:09
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 26
Scenario seed: 1193270432861273848

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1054
Passengers seated: 282/282
Average waiting ticks: 474.77
Longest waiting passenger: P273->31B(LEFT)
Longest waiting ticks: 987

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:tiles9-12:occupied=3:anchor=P177:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 11
Regions dissolved: 1
Repeated reconstructions avoided: 11
Largest region lifetime: 12
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=12
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2255
Maximum occupied tiles: 11
Seat events: 145
Single-blocker events: 37
Multiple-blocker events: 17
Temporary aisle reoccupations: 71

RIGHT AISLE
-----------
Total moves: 2069
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 37
Multiple-blocker events: 19
Temporary aisle reoccupations: 75

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 98
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5149
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6340
Total stationary ticks: 138096
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 584
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 300\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 26 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 27
Scenario seed: 865732696405352911

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.38%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 234/282
Average waiting ticks: 556.21
Longest waiting passenger: P9->1H(RIGHT)
Longest waiting ticks: 2482

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 33
Cluster candidates evaluated: 28
Executable cluster candidates: 0
Rejected cluster candidates: 28
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 32
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2102
Regions dissolved: 0
Repeated reconstructions avoided: 2102
Largest region lifetime: 2103
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2103:occupied=32
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1852
State changes reopening evaluation: 32
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2193
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 39
Multiple-blocker events: 14
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 1736
Maximum occupied tiles: 32
Seat events: 96
Single-blocker events: 21
Multiple-blocker events: 3
Temporary aisle reoccupations: 27

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 119
Reservations granted: 119
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 16
Remaining moving in aisle: 30
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 55570
Longest unresolved passenger ID: 9
Longest unresolved row: 1
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 28
Longest dependency chain: P32(22I/RIGHT) -> P106(12E/RIGHT) -> P239(9I/RIGHT) -> P256(18G/RIGHT) -> P252(14G/RIGHT) -> P65(27G/RIGHT) -> P24(24G/RIGHT) -> P156(19G/RIGHT) -> P194(20I/RIGHT) -> P169(21H/RIGHT) -> P83(13E/RIGHT) -> P80(23F/RIGHT) -> P183(28I/RIGHT) -> P224(23D/RIGHT) -> P119(23H/RIGHT) -> P38(30E/RIGHT) -> P202(27F/RIGHT) -> P47(24I/RIGHT) -> P4(31I/RIGHT) -> P87(21I/RIGHT) -> P273(25G/RIGHT) -> P114(27H/RIGHT) -> P95(30F/RIGHT) -> P171(31G/RIGHT) -> P158(26E/RIGHT) -> P163(32H/RIGHT) -> P102(29G/RIGHT) -> P260(28H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 32
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 30
Total blocked ticks: 65012
Total stationary ticks: 215946
Seat-event requests: 2152
Failed seat-event starts: 1918

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 260
Critical blocker identity: P260->28H(RIGHT)
Direct fan-out: 1
Total indirect descendants: 27
Critical tree size including blocker: 28
Critical tree depth: 28
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 32
Unresolved outside passengers: 16
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P260(28H/RIGHT/WAITING_FOR_SEAT_EVENT)
  P102(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P163(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P158(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P171(31G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P95(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P114(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P273(25G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P87(21I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P4(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P47(24I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P202(27F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P38(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P119(23H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P224(23D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P183(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P80(23F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P83(13E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P169(21H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P194(20I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P156(19G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P24(24G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P65(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P252(14G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P256(18G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                  P239(9I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                    P106(12E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                      P32(22I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1879
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 29
Critical blocker unavailable yield tiles: 29
Critical blocker yield-tile occupants: 16
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1879
Rear-boundary failures: 39
Middle-bank reservation failures: 0
Active-event deferrals: 840
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 4
Yield-occupant trace: yieldOccupant[16]: P16(30I/RIGHT/MOVING_IN_AISLE@tile29) -> P57(32I/RIGHT/MOVING_IN_AISLE@tile30) -> P220(32G/RIGHT/MOVING_IN_AISLE@tile31) -> P34(32D/RIGHT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P34->32D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P16{seat=30I,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=29,directBlocker=57,lastMoveTick=418,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 29
Current unavailable yield tiles: 29
Current yield-tile occupants: 16
Final row-event chain: 260|16|57|220|34
Final row-event chain length: 5
Distinct row events in chain: 5
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2152\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 1880\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:09
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 27
Scenario seed: 865732696405352911

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.38%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1026
Passengers seated: 282/282
Average waiting ticks: 466.79
Longest waiting passenger: P206->1F(RIGHT)
Longest waiting ticks: 981

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2193
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 40
Multiple-blocker events: 14
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2197
Maximum occupied tiles: 12
Seat events: 144
Single-blocker events: 41
Multiple-blocker events: 11
Temporary aisle reoccupations: 63

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 93
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5592
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6772
Total stationary ticks: 136292
Seat-event requests: 292
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 613
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 613
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 27 | standardDataset=234/282 (82.98%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+48 | completionDelta=+17.02% | outsideDelta=-16 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | finalTwoRowRiskDispersionWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 28
Scenario seed: -1649341221341673273

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 96.32%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1323
Passengers seated: 353/353
Average waiting ticks: 596.62
Longest waiting passenger: P112->29I(RIGHT)
Longest waiting ticks: 1257

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 5
Cluster candidates evaluated: 3
Executable cluster candidates: 3
Rejected cluster candidates: 0
Cluster selections: 3
Cluster-selected events started: 3
Largest detected cluster: 7
Selected release potential total: 11
Last cluster decision: LEFT:tiles13-18:occupied=5:anchor=P162:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 61
Regions dissolved: 4
Repeated reconstructions avoided: 61
Largest region lifetime: 31
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=31
Confirmation deferral ticks: 7
Regions reaching confirmation: 3
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2973
Maximum occupied tiles: 14
Seat events: 170
Single-blocker events: 41
Multiple-blocker events: 30
Temporary aisle reoccupations: 103

RIGHT AISLE
-----------
Total moves: 3203
Maximum occupied tiles: 12
Seat events: 183
Single-blocker events: 50
Multiple-blocker events: 26
Temporary aisle reoccupations: 107

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 154
Reservations granted: 154
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7395
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9075
Total stationary ticks: 216818
Seat-event requests: 383
Failed seat-event starts: 30

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 851
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 30
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 851
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 380\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:09
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 28
Scenario seed: -1649341221341673273

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 96.32%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1323
Passengers seated: 353/353
Average waiting ticks: 596.62
Longest waiting passenger: P112->29I(RIGHT)
Longest waiting ticks: 1257

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 5
Cluster candidates evaluated: 3
Executable cluster candidates: 3
Rejected cluster candidates: 0
Cluster selections: 3
Cluster-selected events started: 3
Largest detected cluster: 7
Selected release potential total: 11
Last cluster decision: LEFT:tiles13-18:occupied=5:anchor=P162:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 61
Regions dissolved: 4
Repeated reconstructions avoided: 61
Largest region lifetime: 31
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=31
Confirmation deferral ticks: 7
Regions reaching confirmation: 3
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2973
Maximum occupied tiles: 14
Seat events: 170
Single-blocker events: 41
Multiple-blocker events: 30
Temporary aisle reoccupations: 103

RIGHT AISLE
-----------
Total moves: 3203
Maximum occupied tiles: 12
Seat events: 183
Single-blocker events: 50
Multiple-blocker events: 26
Temporary aisle reoccupations: 107

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 154
Reservations granted: 154
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7395
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9075
Total stationary ticks: 216818
Seat-event requests: 383
Failed seat-event starts: 30

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 851
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 30
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 851
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 380\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 28 | standardDataset=353/353 (100.00%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=3 | clusterStarts=3 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 29
Scenario seed: -1158317843814505320

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2291
Passengers seated: 208/235
Average waiting ticks: 398.35
Longest waiting passenger: P178->23F(LEFT)
Longest waiting ticks: 2257

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 32
Cluster candidates evaluated: 49
Executable cluster candidates: 1
Rejected cluster candidates: 48
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 27
Selected release potential total: 2
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 1931
Regions dissolved: 3
Repeated reconstructions avoided: 1931
Largest region lifetime: 1885
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1885:occupied=27
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1644
State changes reopening evaluation: 31
Region priority competitions: 1
Regions ranked: 2
Hierarchical selections: 1
Lower-priority evaluations deferred: 0
Highest selected priority score: 7710
Left/right priority wins: 1/0
Priority ties: 0
Last priority decision: LEFT:R1:score=7710 | RIGHT:R3:score=2213 | selected=LEFT

LEFT AISLE
----------
Total moves: 1557
Maximum occupied tiles: 27
Seat events: 95
Single-blocker events: 21
Multiple-blocker events: 7
Temporary aisle reoccupations: 36

RIGHT AISLE
-----------
Total moves: 1657
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 23
Multiple-blocker events: 14
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1810
Reservations granted: 1805
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 24
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 40325
Longest unresolved passenger ID: 2
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 16
Longest dependency chain: P82(25B/LEFT) -> P179(14C/LEFT) -> P224(15D/LEFT) -> P103(12D/LEFT) -> P133(22F/LEFT) -> P106(16A/LEFT) -> P134(25A/LEFT) -> P125(11D/LEFT) -> P181(24B/LEFT) -> P156(15F/LEFT) -> P95(23A/LEFT) -> P172(26A/LEFT) -> P100(25D/LEFT) -> P152(16B/LEFT) -> P18(22D/LEFT) -> P55(17E/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 82
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 24
Total blocked ticks: 50026
Total stationary ticks: 136692
Seat-event requests: 1909
Failed seat-event starts: 1701

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 55
Critical blocker identity: P55->17E(LEFT)
Direct fan-out: 1
Total indirect descendants: 15
Critical tree size including blocker: 16
Critical tree depth: 16
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 27
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 11
Critical blocker tree:
P55(17E/LEFT/WAITING_FOR_SEAT_EVENT)
  P18(22D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P152(16B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P100(25D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P172(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P95(23A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P156(15F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P181(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P125(11D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P134(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P106(16A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P133(22F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P103(12D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P224(15D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P179(14C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P82(25B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1673
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 18|19
Critical blocker unavailable yield tiles: 18|19
Critical blocker yield-tile occupants: 89|59
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 3
Yield-tile occupied failures: 1673
Rear-boundary failures: 28
Middle-bank reservation failures: 5
Active-event deferrals: 787
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 6
Yield-occupant trace: yieldOccupant[89]: P89(24C/LEFT/MOVING_IN_AISLE@tile18) -> P59(22A/LEFT/MOVING_IN_AISLE@tile19) -> P79(24E/LEFT/MOVING_IN_AISLE@tile20) -> P36(30A/LEFT/MOVING_IN_AISLE@tile21) -> P81(27B/LEFT/MOVING_IN_AISLE@tile22) -> P178(23F/LEFT/WAITING_AT_ROW@tile23) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[59]: P59(22A/LEFT/MOVING_IN_AISLE@tile19) -> P79(24E/LEFT/MOVING_IN_AISLE@tile20) -> P36(30A/LEFT/MOVING_IN_AISLE@tile21) -> P81(27B/LEFT/MOVING_IN_AISLE@tile22) -> P178(23F/LEFT/WAITING_AT_ROW@tile23) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P178->23F(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P89{seat=24C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=18,directBlocker=59,lastMoveTick=612,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P59{seat=22A,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=19,directBlocker=79,lastMoveTick=587,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 18|19
Current unavailable yield tiles: 18|19
Current yield-tile occupants: 89|59
Final row-event chain: 55|89|59|79|36|81|178
Final row-event chain length: 7
Distinct row events in chain: 7
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1913\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 1697\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:09
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 29
Scenario seed: -1158317843814505320

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2374
Passengers seated: 232/235
Average waiting ticks: 394.82
Longest waiting passenger: P110->29D(RIGHT)
Longest waiting ticks: 2295

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 3
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1644
Regions dissolved: 2
Repeated reconstructions avoided: 1644
Largest region lifetime: 1625
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1625:occupied=3
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1602
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1750
Maximum occupied tiles: 14
Seat events: 122
Single-blocker events: 32
Multiple-blocker events: 12
Temporary aisle reoccupations: 58

RIGHT AISLE
-----------
Total moves: 1653
Maximum occupied tiles: 14
Seat events: 110
Single-blocker events: 22
Multiple-blocker events: 14
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1748
Reservations granted: 1744
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4256
Longest unresolved passenger ID: 197
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P107(30C/RIGHT) -> P197(29G/RIGHT) -> P110(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 107
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10197
Total stationary ticks: 99540
Seat-event requests: 1859
Failed seat-event starts: 1627

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 110
Critical blocker identity: P110->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P110(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P197(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P107(30C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1609
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 18
Rear-boundary failures: 1609
Middle-bank reservation failures: 4
Active-event deferrals: 546
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1862\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 5\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 29 | standardDataset=208/235 (88.51%) | finalTwoRowRiskDispersionDataset=232/235 (98.72%) | seatedDelta=+24 | completionDelta=+10.21% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=1 | clusterStarts=3 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL | finalTwoRowRiskDispersionFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 30
Scenario seed: -2120666252823613232

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1020
Passengers seated: 282/282
Average waiting ticks: 460.89
Longest waiting passenger: P216->26G(RIGHT)
Longest waiting ticks: 968

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 8
Cluster candidates evaluated: 4
Executable cluster candidates: 4
Rejected cluster candidates: 0
Cluster selections: 4
Cluster-selected events started: 5
Largest detected cluster: 8
Selected release potential total: 20
Last cluster decision: RIGHT:tiles21-24:occupied=3:anchor=P231:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 116
Regions dissolved: 4
Repeated reconstructions avoided: 116
Largest region lifetime: 43
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=22
Confirmation deferral ticks: 7
Regions reaching confirmation: 4
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 4
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2128
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 43
Multiple-blocker events: 11
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 2213
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 41
Multiple-blocker events: 14
Temporary aisle reoccupations: 69

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 110
Reservations granted: 110
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5519
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7388
Total stationary ticks: 134916
Seat-event requests: 312
Failed seat-event starts: 30

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 843
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 30
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 843
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 308\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 6\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
============================================================
Date/Time: 2026-07-17 02:01:09
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 6783790101901
Scenario number: 30
Scenario seed: -2120666252823613232

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1020
Passengers seated: 282/282
Average waiting ticks: 460.89
Longest waiting passenger: P216->26G(RIGHT)
Longest waiting ticks: 968

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 8
Cluster candidates evaluated: 4
Executable cluster candidates: 4
Rejected cluster candidates: 0
Cluster selections: 4
Cluster-selected events started: 5
Largest detected cluster: 8
Selected release potential total: 20
Last cluster decision: RIGHT:tiles21-24:occupied=3:anchor=P231:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 116
Regions dissolved: 4
Repeated reconstructions avoided: 116
Largest region lifetime: 43
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=22
Confirmation deferral ticks: 7
Regions reaching confirmation: 4
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 4
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2128
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 43
Multiple-blocker events: 11
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 2213
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 41
Multiple-blocker events: 14
Temporary aisle reoccupations: 69

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 110
Reservations granted: 110
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5519
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7388
Total stationary ticks: 134916
Seat-event requests: 312
Failed seat-event starts: 30

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 843
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 30
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 843
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 308\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 6\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 30 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=4 | clusterStarts=5 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 41
EXTREME-OCCUPANCY FINAL-TWO-ROW CHALLENGE
************************************************************
Experiment seed: 6783790101901
Scenarios executed: 60
Successful completions: 47
Incomplete/MAX_TICKS: 13
Average completed ticks: 1388.25
Average waiting ticks: 497.31
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 1
Scenario seed: -1313270473184593498

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2539
Passengers seated: 278/282
Average waiting ticks: 487.16
Longest waiting passenger: P167->30D(RIGHT)
Longest waiting ticks: 2482

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 0
Rejected cluster candidates: 2
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1580
Regions dissolved: 0
Repeated reconstructions avoided: 1580
Largest region lifetime: 1581
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1581:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1572
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2161
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 19
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2173
Maximum occupied tiles: 13
Seat events: 134
Single-blocker events: 40
Multiple-blocker events: 10
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1698
Reservations granted: 1698
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5084
Longest unresolved passenger ID: 253
Longest unresolved row: 31
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P56(30G/RIGHT) -> P238(30E/RIGHT) -> P167(30D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 56
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 12716
Total stationary ticks: 144694
Seat-event requests: 1891
Failed seat-event starts: 1613

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 167
Critical blocker identity: P167->30D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 4
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P167(30D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P238(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P56(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1613
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 253
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1613
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 686
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[253]: P253(31I/RIGHT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P253->31I(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P253{seat=31I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=871,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 31
Current unavailable yield tiles: 31
Current yield-tile occupants: 253
Final row-event chain: 167|253
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1891\nPrecedence substitutions made: 0\nDependency chains followed: 1604\nBlocked by waiting-row occupant: 1604\nSubstituted events started: 0\nOccupied-space rejections: 1613\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:29
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 1
Scenario seed: -1313270473184593498

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2539
Passengers seated: 278/282
Average waiting ticks: 487.15
Longest waiting passenger: P167->30D(RIGHT)
Longest waiting ticks: 2482

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 0
Rejected cluster candidates: 2
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1580
Regions dissolved: 0
Repeated reconstructions avoided: 1580
Largest region lifetime: 1581
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1581:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1572
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2161
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 19
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2173
Maximum occupied tiles: 13
Seat events: 134
Single-blocker events: 40
Multiple-blocker events: 10
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1698
Reservations granted: 1698
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5089
Longest unresolved passenger ID: 253
Longest unresolved row: 31
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P56(30G/RIGHT) -> P238(30E/RIGHT) -> P167(30D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 56
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 12720
Total stationary ticks: 144693
Seat-event requests: 1891
Failed seat-event starts: 1613

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 167
Critical blocker identity: P167->30D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 4
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P167(30D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P238(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P56(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1613
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 253
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1613
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 688
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[253]: P253(31I/RIGHT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P253->31I(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P253{seat=31I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=871,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 31
Current unavailable yield tiles: 31
Current yield-tile occupants: 253
Final row-event chain: 167|253
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1891\nPrecedence substitutions made: 0\nDependency chains followed: 1604\nBlocked by waiting-row occupant: 1604\nSubstituted events started: 0\nOccupied-space rejections: 1613\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 01 | standardDataset=278/282 (98.58%) | finalTwoRowRiskDispersionDataset=278/282 (98.58%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=LINKED_ROW_EVENT_CHAIN | finalTwoRowRiskDispersionFamily=LINKED_ROW_EVENT_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 2
Scenario seed: -2420336343536428046

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.49%
Aisle-assignment balance: 93.48%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1325
Passengers seated: 353/353
Average waiting ticks: 586.70
Longest waiting passenger: P279->23G(LEFT)
Longest waiting ticks: 1261

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 32
Regions dissolved: 1
Repeated reconstructions avoided: 32
Largest region lifetime: 33
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=33
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3266
Maximum occupied tiles: 14
Seat events: 188
Single-blocker events: 53
Multiple-blocker events: 34
Temporary aisle reoccupations: 125

RIGHT AISLE
-----------
Total moves: 2907
Maximum occupied tiles: 14
Seat events: 165
Single-blocker events: 45
Multiple-blocker events: 20
Temporary aisle reoccupations: 87

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 153
Reservations granted: 150
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7614
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9504
Total stationary ticks: 213635
Seat-event requests: 373
Failed seat-event starts: 20

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 945
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 20
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 945
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 377\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:29
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 2
Scenario seed: -2420336343536428046

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.49%
Aisle-assignment balance: 93.48%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1325
Passengers seated: 353/353
Average waiting ticks: 586.58
Longest waiting passenger: P279->23G(LEFT)
Longest waiting ticks: 1261

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 57
Regions dissolved: 2
Repeated reconstructions avoided: 57
Largest region lifetime: 33
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=33
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3266
Maximum occupied tiles: 14
Seat events: 188
Single-blocker events: 53
Multiple-blocker events: 34
Temporary aisle reoccupations: 125

RIGHT AISLE
-----------
Total moves: 2907
Maximum occupied tiles: 14
Seat events: 165
Single-blocker events: 45
Multiple-blocker events: 20
Temporary aisle reoccupations: 87

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 153
Reservations granted: 150
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7644
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9579
Total stationary ticks: 213655
Seat-event requests: 376
Failed seat-event starts: 23

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 947
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 23
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 947
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 379\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 25\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 02 | standardDataset=353/353 (100.00%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=2 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 3
Scenario seed: 3977232073472450377

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.50%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 96.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1028
Passengers seated: 282/282
Average waiting ticks: 467.19
Longest waiting passenger: P27->6G(RIGHT)
Longest waiting ticks: 1002

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2033
Maximum occupied tiles: 12
Seat events: 136
Single-blocker events: 35
Multiple-blocker events: 17
Temporary aisle reoccupations: 69

RIGHT AISLE
-----------
Total moves: 2350
Maximum occupied tiles: 13
Seat events: 146
Single-blocker events: 35
Multiple-blocker events: 15
Temporary aisle reoccupations: 65

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 97
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5759
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7141
Total stationary ticks: 136686
Seat-event requests: 292
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:29
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 3
Scenario seed: 3977232073472450377

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.50%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 96.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1028
Passengers seated: 282/282
Average waiting ticks: 467.19
Longest waiting passenger: P27->6G(RIGHT)
Longest waiting ticks: 1002

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2033
Maximum occupied tiles: 12
Seat events: 136
Single-blocker events: 35
Multiple-blocker events: 17
Temporary aisle reoccupations: 69

RIGHT AISLE
-----------
Total moves: 2350
Maximum occupied tiles: 13
Seat events: 146
Single-blocker events: 35
Multiple-blocker events: 15
Temporary aisle reoccupations: 65

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 97
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5753
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7152
Total stationary ticks: 136687
Seat-event requests: 292
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 698
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 698
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 03 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 4
Scenario seed: 2779712782008365081

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 914
Passengers seated: 235/235
Average waiting ticks: 395.76
Longest waiting passenger: P198->14C(RIGHT)
Longest waiting ticks: 852

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles14-17:occupied=3:anchor=P198:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 36
Regions dissolved: 2
Repeated reconstructions avoided: 36
Largest region lifetime: 25
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 110
Single-blocker events: 32
Multiple-blocker events: 12
Temporary aisle reoccupations: 58

RIGHT AISLE
-----------
Total moves: 1809
Maximum occupied tiles: 11
Seat events: 125
Single-blocker events: 33
Multiple-blocker events: 18
Temporary aisle reoccupations: 74

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 135
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4084
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5111
Total stationary ticks: 96295
Seat-event requests: 252
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 520
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 520
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:29
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 4
Scenario seed: 2779712782008365081

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 916
Passengers seated: 235/235
Average waiting ticks: 396.27
Longest waiting passenger: P198->14C(RIGHT)
Longest waiting ticks: 854

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles14-17:occupied=3:anchor=P198:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 36
Regions dissolved: 2
Repeated reconstructions avoided: 36
Largest region lifetime: 25
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1611
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 32
Multiple-blocker events: 12
Temporary aisle reoccupations: 58

RIGHT AISLE
-----------
Total moves: 1809
Maximum occupied tiles: 11
Seat events: 125
Single-blocker events: 33
Multiple-blocker events: 18
Temporary aisle reoccupations: 74

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 135
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4011
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5082
Total stationary ticks: 96316
Seat-event requests: 253
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 574
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 1
Middle-bank reservation failures: 0
Active-event deferrals: 574
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 252\nPrecedence substitutions made: 4\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 04 | standardDataset=235/235 (100.00%) | finalTwoRowRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 5
Scenario seed: 2119404139255698610

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 59.21%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 582.61
Longest waiting passenger: P211->19A(LEFT)
Longest waiting ticks: 1203

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:tiles21-24:occupied=4:anchor=P269:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 25
Regions dissolved: 1
Repeated reconstructions avoided: 25
Largest region lifetime: 26
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=26
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3184
Maximum occupied tiles: 14
Seat events: 179
Single-blocker events: 56
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

RIGHT AISLE
-----------
Total moves: 2988
Maximum occupied tiles: 13
Seat events: 174
Single-blocker events: 49
Multiple-blocker events: 32
Temporary aisle reoccupations: 116

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 154
Reservations granted: 154
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7860
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9837
Total stationary ticks: 212501
Seat-event requests: 378
Failed seat-event starts: 25

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 938
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 25
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 938
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 377\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 27\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:29
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 5
Scenario seed: 2119404139255698610

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 59.21%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 582.61
Longest waiting passenger: P211->19A(LEFT)
Longest waiting ticks: 1203

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:tiles21-24:occupied=4:anchor=P269:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 25
Regions dissolved: 1
Repeated reconstructions avoided: 25
Largest region lifetime: 26
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=26
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3184
Maximum occupied tiles: 14
Seat events: 179
Single-blocker events: 56
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

RIGHT AISLE
-----------
Total moves: 2988
Maximum occupied tiles: 13
Seat events: 174
Single-blocker events: 49
Multiple-blocker events: 32
Temporary aisle reoccupations: 116

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 154
Reservations granted: 154
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7860
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9837
Total stationary ticks: 212501
Seat-event requests: 378
Failed seat-event starts: 25

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 938
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 25
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 938
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 377\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 27\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 05 | standardDataset=353/353 (100.00%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 6
Scenario seed: 42170664470270468

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 76.17%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2328
Passengers seated: 217/235
Average waiting ticks: 461.27
Longest waiting passenger: P44->2H(RIGHT)
Longest waiting ticks: 2328

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 4
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1638
Regions dissolved: 2
Repeated reconstructions avoided: 1638
Largest region lifetime: 1620
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1620:occupied=5
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1617
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1724
Maximum occupied tiles: 13
Seat events: 116
Single-blocker events: 28
Multiple-blocker events: 14
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 1466
Maximum occupied tiles: 11
Seat events: 101
Single-blocker events: 28
Multiple-blocker events: 5
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1746
Reservations granted: 1746
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 8
Remaining moving in aisle: 6
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 10109
Longest unresolved passenger ID: 44
Longest unresolved row: 2
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P189(21G/RIGHT) -> P24(14H/RIGHT) -> P0(22H/RIGHT) -> P138(19H/RIGHT) -> P157(5C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 189
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 21219
Total stationary ticks: 121530
Seat-event requests: 1853
Failed seat-event starts: 1636

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 157
Critical blocker identity: P157->5C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 10
Unresolved outside passengers: 8
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P157(5C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P138(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P0(22H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P24(14H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P189(21G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1636
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 6|7|8
Critical blocker unavailable yield tiles: 8
Critical blocker yield-tile occupants: 89
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1636
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 459
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[89]: P89(20G/RIGHT/MOVING_IN_AISLE@tile8) -> P32(9G/RIGHT/WAITING_AT_ROW@tile9) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P32->9G(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P89{seat=20G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=8,directBlocker=32,lastMoveTick=703,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 6|7|8
Current unavailable yield tiles: 8
Current yield-tile occupants: 89
Final row-event chain: 157|89|32
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1852\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 1641\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:29
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 6
Scenario seed: 42170664470270468

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 76.17%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2328
Passengers seated: 217/235
Average waiting ticks: 461.13
Longest waiting passenger: P44->2H(RIGHT)
Longest waiting ticks: 2328

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 6
Last cluster decision: RIGHT:region=R4:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 1648
Regions dissolved: 3
Repeated reconstructions avoided: 1648
Largest region lifetime: 1620
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R4:age=1620:occupied=5
Confirmation deferral ticks: 7
Regions reaching confirmation: 3
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1617
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1724
Maximum occupied tiles: 13
Seat events: 116
Single-blocker events: 28
Multiple-blocker events: 14
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 1466
Maximum occupied tiles: 11
Seat events: 101
Single-blocker events: 28
Multiple-blocker events: 5
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1748
Reservations granted: 1748
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 8
Remaining moving in aisle: 6
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 10112
Longest unresolved passenger ID: 44
Longest unresolved row: 2
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P189(21G/RIGHT) -> P24(14H/RIGHT) -> P0(22H/RIGHT) -> P138(19H/RIGHT) -> P157(5C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 189
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 21274
Total stationary ticks: 121545
Seat-event requests: 1859
Failed seat-event starts: 1642

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 157
Critical blocker identity: P157->5C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 10
Unresolved outside passengers: 8
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P157(5C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P138(19H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P0(22H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P24(14H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P189(21G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1642
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 6|7|8
Critical blocker unavailable yield tiles: 8
Critical blocker yield-tile occupants: 89
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1642
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 453
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[89]: P89(20G/RIGHT/MOVING_IN_AISLE@tile8) -> P32(9G/RIGHT/WAITING_AT_ROW@tile9) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P32->9G(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P89{seat=20G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=8,directBlocker=32,lastMoveTick=703,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 6|7|8
Current unavailable yield tiles: 8
Current yield-tile occupants: 89
Final row-event chain: 157|89|32
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1857\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 7\nOccupied-space rejections: 1648\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 06 | standardDataset=217/235 (92.34%) | finalTwoRowRiskDispersionDataset=217/235 (92.34%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | finalTwoRowRiskDispersionFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 7
Scenario seed: 7777030563637971574

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2371
Passengers seated: 224/235
Average waiting ticks: 408.63
Longest waiting passenger: P89->10C(RIGHT)
Longest waiting ticks: 2352

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 7
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 9
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1622
Regions dissolved: 0
Repeated reconstructions avoided: 1622
Largest region lifetime: 1623
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1623:occupied=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1609
State changes reopening evaluation: 6
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1794
Maximum occupied tiles: 11
Seat events: 120
Single-blocker events: 33
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 1530
Maximum occupied tiles: 13
Seat events: 104
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1753
Reservations granted: 1751
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 9
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 14919
Longest unresolved passenger ID: 81
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 9
Longest dependency chain: P131(7H/RIGHT) -> P27(9G/RIGHT) -> P187(6F/RIGHT) -> P165(11C/RIGHT) -> P12(30G/RIGHT) -> P94(10H/RIGHT) -> P219(29D/RIGHT) -> P132(20D/RIGHT) -> P89(10C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 131
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 9
Total blocked ticks: 22897
Total stationary ticks: 113912
Seat-event requests: 1862
Failed seat-event starts: 1638

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 89
Critical blocker identity: P89->10C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 8
Critical tree size including blocker: 9
Critical tree depth: 9
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 11
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P89(10C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P132(20D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P219(29D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P94(10H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P12(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P165(11C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P187(6F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P27(9G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P131(7H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1638
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 11|12|13
Critical blocker unavailable yield tiles: 13
Critical blocker yield-tile occupants: 81
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1638
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 528
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[81]: P81(30H/RIGHT/MOVING_IN_AISLE@tile13) -> P196(14G/RIGHT/WAITING_AT_ROW@tile14) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P196->14G(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P81{seat=30H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=13,directBlocker=196,lastMoveTick=724,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 11|12|13
Current unavailable yield tiles: 13
Current yield-tile occupants: 81
Final row-event chain: 89|81|196
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1864\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1641\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:29
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 7
Scenario seed: 7777030563637971574

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2371
Passengers seated: 224/235
Average waiting ticks: 408.64
Longest waiting passenger: P89->10C(RIGHT)
Longest waiting ticks: 2352

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 7
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 9
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1622
Regions dissolved: 0
Repeated reconstructions avoided: 1622
Largest region lifetime: 1623
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1623:occupied=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1609
State changes reopening evaluation: 6
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1794
Maximum occupied tiles: 11
Seat events: 120
Single-blocker events: 33
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 1530
Maximum occupied tiles: 13
Seat events: 104
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1752
Reservations granted: 1750
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 9
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 14905
Longest unresolved passenger ID: 81
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 9
Longest dependency chain: P131(7H/RIGHT) -> P27(9G/RIGHT) -> P187(6F/RIGHT) -> P165(11C/RIGHT) -> P12(30G/RIGHT) -> P94(10H/RIGHT) -> P219(29D/RIGHT) -> P132(20D/RIGHT) -> P89(10C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 131
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 9
Total blocked ticks: 22890
Total stationary ticks: 113910
Seat-event requests: 1861
Failed seat-event starts: 1637

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 89
Critical blocker identity: P89->10C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 8
Critical tree size including blocker: 9
Critical tree depth: 9
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 11
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P89(10C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P132(20D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P219(29D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P94(10H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P12(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P165(11C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P187(6F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P27(9G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P131(7H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1637
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 11|12|13
Critical blocker unavailable yield tiles: 13
Critical blocker yield-tile occupants: 81
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1637
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 527
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[81]: P81(30H/RIGHT/MOVING_IN_AISLE@tile13) -> P196(14G/RIGHT/WAITING_AT_ROW@tile14) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P196->14G(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P81{seat=30H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=13,directBlocker=196,lastMoveTick=724,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 11|12|13
Current unavailable yield tiles: 13
Current yield-tile occupants: 81
Final row-event chain: 89|81|196
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1863\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1640\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 07 | standardDataset=224/235 (95.32%) | finalTwoRowRiskDispersionDataset=224/235 (95.32%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=MOVING_PASSENGER_YIELD_CHAIN | finalTwoRowRiskDispersionFamily=MOVING_PASSENGER_YIELD_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 8
Scenario seed: -4351713315592106394

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 95.32%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 882
Passengers seated: 235/235
Average waiting ticks: 383.93
Longest waiting passenger: P153->30C(RIGHT)
Longest waiting ticks: 830

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1618
Maximum occupied tiles: 12
Seat events: 112
Single-blocker events: 34
Multiple-blocker events: 9
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1812
Maximum occupied tiles: 12
Seat events: 123
Single-blocker events: 33
Multiple-blocker events: 13
Temporary aisle reoccupations: 63

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 123
Reservations granted: 123
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4431
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5678
Total stationary ticks: 94058
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 561
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 561
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 242\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:29
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 8
Scenario seed: -4351713315592106394

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 95.32%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 882
Passengers seated: 235/235
Average waiting ticks: 383.94
Longest waiting passenger: P153->30C(RIGHT)
Longest waiting ticks: 830

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1618
Maximum occupied tiles: 12
Seat events: 112
Single-blocker events: 34
Multiple-blocker events: 9
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1812
Maximum occupied tiles: 12
Seat events: 123
Single-blocker events: 33
Multiple-blocker events: 13
Temporary aisle reoccupations: 63

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 123
Reservations granted: 123
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4431
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5684
Total stationary ticks: 94059
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 567
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 567
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 242\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 08 | standardDataset=235/235 (100.00%) | finalTwoRowRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 9
Scenario seed: -5716686459374456043

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 844
Passengers seated: 235/235
Average waiting ticks: 387.91
Longest waiting passenger: P157->12E(LEFT)
Longest waiting ticks: 800

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1735
Maximum occupied tiles: 12
Seat events: 119
Single-blocker events: 32
Multiple-blocker events: 13
Temporary aisle reoccupations: 63

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 26
Multiple-blocker events: 18
Temporary aisle reoccupations: 69

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 130
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4232
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5132
Total stationary ticks: 94511
Seat-event requests: 247
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 492
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 1
Middle-bank reservation failures: 1
Active-event deferrals: 492
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:29
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 9
Scenario seed: -5716686459374456043

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 841
Passengers seated: 235/235
Average waiting ticks: 387.56
Longest waiting passenger: P157->12E(LEFT)
Longest waiting ticks: 797

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1735
Maximum occupied tiles: 12
Seat events: 119
Single-blocker events: 32
Multiple-blocker events: 13
Temporary aisle reoccupations: 63

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 26
Multiple-blocker events: 18
Temporary aisle reoccupations: 69

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 130
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4238
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5114
Total stationary ticks: 94413
Seat-event requests: 247
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 491
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 1
Middle-bank reservation failures: 1
Active-event deferrals: 491
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 09 | standardDataset=235/235 (100.00%) | finalTwoRowRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 10
Scenario seed: -4376700076793404870

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 96.32%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1294
Passengers seated: 353/353
Average waiting ticks: 587.31
Longest waiting passenger: P313->20I(RIGHT)
Longest waiting ticks: 1234

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 7
Regions dissolved: 1
Repeated reconstructions avoided: 7
Largest region lifetime: 8
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=8
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3002
Maximum occupied tiles: 13
Seat events: 170
Single-blocker events: 44
Multiple-blocker events: 19
Temporary aisle reoccupations: 84

RIGHT AISLE
-----------
Total moves: 3192
Maximum occupied tiles: 13
Seat events: 183
Single-blocker events: 52
Multiple-blocker events: 30
Temporary aisle reoccupations: 118

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 150
Reservations granted: 147
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7971
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9650
Total stationary ticks: 214195
Seat-event requests: 367
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 805
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 805
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 370\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:29
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 10
Scenario seed: -4376700076793404870

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 96.32%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1294
Passengers seated: 353/353
Average waiting ticks: 587.29
Longest waiting passenger: P313->20I(RIGHT)
Longest waiting ticks: 1234

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 7
Regions dissolved: 1
Repeated reconstructions avoided: 7
Largest region lifetime: 8
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=8
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3002
Maximum occupied tiles: 13
Seat events: 170
Single-blocker events: 44
Multiple-blocker events: 19
Temporary aisle reoccupations: 84

RIGHT AISLE
-----------
Total moves: 3192
Maximum occupied tiles: 13
Seat events: 183
Single-blocker events: 52
Multiple-blocker events: 30
Temporary aisle reoccupations: 118

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 150
Reservations granted: 147
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7971
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9663
Total stationary ticks: 214198
Seat-event requests: 367
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 809
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 809
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 370\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 10 | standardDataset=353/353 (100.00%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 11
Scenario seed: -5434942050455809712

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.50%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1022
Passengers seated: 282/282
Average waiting ticks: 459.27
Longest waiting passenger: P207->30C(LEFT)
Longest waiting ticks: 956

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2312
Maximum occupied tiles: 12
Seat events: 144
Single-blocker events: 43
Multiple-blocker events: 14
Temporary aisle reoccupations: 71

RIGHT AISLE
-----------
Total moves: 2069
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 34
Multiple-blocker events: 16
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 99
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5834
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7096
Total stationary ticks: 134547
Seat-event requests: 295
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 571
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 571
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:29
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 11
Scenario seed: -5434942050455809712

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.50%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1022
Passengers seated: 282/282
Average waiting ticks: 459.29
Longest waiting passenger: P207->30C(LEFT)
Longest waiting ticks: 956

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2312
Maximum occupied tiles: 12
Seat events: 144
Single-blocker events: 43
Multiple-blocker events: 14
Temporary aisle reoccupations: 71

RIGHT AISLE
-----------
Total moves: 2069
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 34
Multiple-blocker events: 16
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 99
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5829
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7102
Total stationary ticks: 134548
Seat-event requests: 295
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 580
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 580
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 11 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 12
Scenario seed: 8930190504163048624

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1244
Passengers seated: 353/353
Average waiting ticks: 582.57
Longest waiting passenger: P153->5D(RIGHT)
Longest waiting ticks: 1167

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 5
Cluster candidates evaluated: 5
Executable cluster candidates: 4
Rejected cluster candidates: 1
Cluster selections: 4
Cluster-selected events started: 4
Largest detected cluster: 8
Selected release potential total: 16
Last cluster decision: RIGHT:tiles14-17:occupied=4:anchor=P214:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 32
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=32
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3161
Maximum occupied tiles: 14
Seat events: 176
Single-blocker events: 45
Multiple-blocker events: 26
Temporary aisle reoccupations: 101

RIGHT AISLE
-----------
Total moves: 3072
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 46
Multiple-blocker events: 31
Temporary aisle reoccupations: 111

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 161
Reservations granted: 157
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8000
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 10067
Total stationary ticks: 212730
Seat-event requests: 385
Failed seat-event starts: 32

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 943
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 32
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 943
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 386\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 8\nOccupied-space rejections: 38\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:29
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 12
Scenario seed: 8930190504163048624

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1244
Passengers seated: 353/353
Average waiting ticks: 582.57
Longest waiting passenger: P153->5D(RIGHT)
Longest waiting ticks: 1167

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 5
Cluster candidates evaluated: 5
Executable cluster candidates: 4
Rejected cluster candidates: 1
Cluster selections: 4
Cluster-selected events started: 4
Largest detected cluster: 8
Selected release potential total: 16
Last cluster decision: RIGHT:tiles14-17:occupied=4:anchor=P214:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 32
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=32
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3161
Maximum occupied tiles: 14
Seat events: 176
Single-blocker events: 45
Multiple-blocker events: 26
Temporary aisle reoccupations: 101

RIGHT AISLE
-----------
Total moves: 3072
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 46
Multiple-blocker events: 31
Temporary aisle reoccupations: 111

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 161
Reservations granted: 157
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8000
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 10067
Total stationary ticks: 212730
Seat-event requests: 385
Failed seat-event starts: 32

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 943
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 32
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 943
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 386\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 8\nOccupied-space rejections: 38\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 12 | standardDataset=353/353 (100.00%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=4 | clusterStarts=4 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 13
Scenario seed: 6619538691140691368

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 67.38%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1009
Passengers seated: 282/282
Average waiting ticks: 469.62
Longest waiting passenger: P263->32G(RIGHT)
Longest waiting ticks: 938

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2151
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 46
Multiple-blocker events: 16
Temporary aisle reoccupations: 78

RIGHT AISLE
-----------
Total moves: 2225
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 12
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5457
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6834
Total stationary ticks: 136961
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 759
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 759
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:29
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 13
Scenario seed: 6619538691140691368

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 67.38%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1009
Passengers seated: 282/282
Average waiting ticks: 469.59
Longest waiting passenger: P263->32G(RIGHT)
Longest waiting ticks: 938

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2151
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 46
Multiple-blocker events: 16
Temporary aisle reoccupations: 78

RIGHT AISLE
-----------
Total moves: 2225
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 12
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5462
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6834
Total stationary ticks: 136961
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 751
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 751
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 13 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 14
Scenario seed: 7902813475026054869

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.74%
Aisle-assignment balance: 91.91%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 901
Passengers seated: 235/235
Average waiting ticks: 388.31
Longest waiting passenger: P145->21D(RIGHT)
Longest waiting ticks: 848

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles24-26:occupied=3:anchor=P152:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=11
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1563
Maximum occupied tiles: 11
Seat events: 108
Single-blocker events: 28
Multiple-blocker events: 9
Temporary aisle reoccupations: 48

RIGHT AISLE
-----------
Total moves: 1852
Maximum occupied tiles: 12
Seat events: 127
Single-blocker events: 33
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 127
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4363
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5441
Total stationary ticks: 94892
Seat-event requests: 246
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 544
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 544
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:29
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 14
Scenario seed: 7902813475026054869

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.74%
Aisle-assignment balance: 91.91%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 901
Passengers seated: 235/235
Average waiting ticks: 388.31
Longest waiting passenger: P145->21D(RIGHT)
Longest waiting ticks: 848

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles24-26:occupied=3:anchor=P152:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=11
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1563
Maximum occupied tiles: 11
Seat events: 108
Single-blocker events: 28
Multiple-blocker events: 9
Temporary aisle reoccupations: 48

RIGHT AISLE
-----------
Total moves: 1852
Maximum occupied tiles: 12
Seat events: 127
Single-blocker events: 33
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 127
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4363
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5441
Total stationary ticks: 94892
Seat-event requests: 246
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 544
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 544
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 14 | standardDataset=235/235 (100.00%) | finalTwoRowRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 15
Scenario seed: -7403371737772228366

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 98.02%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2767
Passengers seated: 289/353
Average waiting ticks: 840.37
Longest waiting passenger: P0->9A(LEFT)
Longest waiting ticks: 2767

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 18
Cluster candidates evaluated: 18
Executable cluster candidates: 0
Rejected cluster candidates: 18
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 16
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1941
Regions dissolved: 1
Repeated reconstructions avoided: 1941
Largest region lifetime: 1920
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1920:occupied=16
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1895
State changes reopening evaluation: 17
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2177
Maximum occupied tiles: 18
Seat events: 116
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 45

RIGHT AISLE
-----------
Total moves: 3028
Maximum occupied tiles: 12
Seat events: 173
Single-blocker events: 45
Multiple-blocker events: 19
Temporary aisle reoccupations: 88

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2033
Reservations granted: 2029
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 46
Remaining moving in aisle: 15
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 29101
Longest unresolved passenger ID: 0
Longest unresolved row: 9
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 14
Longest dependency chain: P204(3F/LEFT) -> P352(18G/LEFT) -> P232(32B/LEFT) -> P149(30B/LEFT) -> P293(25G/LEFT) -> P40(29E/LEFT) -> P330(15F/LEFT) -> P258(31B/LEFT) -> P264(14C/LEFT) -> P108(21E/LEFT) -> P271(31G/LEFT) -> P133(25D/LEFT) -> P142(15B/LEFT) -> P266(14E/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 204
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 15
Total blocked ticks: 41411
Total stationary ticks: 330135
Seat-event requests: 2210
Failed seat-event starts: 1921

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 266
Critical blocker identity: P266->14E(LEFT)
Direct fan-out: 1
Total indirect descendants: 13
Critical tree size including blocker: 14
Critical tree depth: 14
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 18
Unresolved outside passengers: 46
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P266(14E/LEFT/WAITING_FOR_SEAT_EVENT)
  P142(15B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P133(25D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P271(31G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P108(21E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P264(14C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P258(31B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P330(15F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P40(29E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P293(25G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P149(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P232(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P352(18G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P204(3F/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1921
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 15
Critical blocker unavailable yield tiles: 15
Critical blocker yield-tile occupants: 87
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1921
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 647
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[87]: P87(29G/LEFT/MOVING_IN_AISLE@tile15) -> P306(16G/LEFT/WAITING_AT_ROW@tile16) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P306->16G(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P87{seat=29G,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=15,directBlocker=306,lastMoveTick=847,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 15
Current unavailable yield tiles: 15
Current yield-tile occupants: 87
Final row-event chain: 266|87|306
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2215\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1946\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:29
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 15
Scenario seed: -7403371737772228366

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 98.02%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2767
Passengers seated: 289/353
Average waiting ticks: 840.39
Longest waiting passenger: P0->9A(LEFT)
Longest waiting ticks: 2767

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 18
Cluster candidates evaluated: 18
Executable cluster candidates: 0
Rejected cluster candidates: 18
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 16
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1941
Regions dissolved: 1
Repeated reconstructions avoided: 1941
Largest region lifetime: 1920
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1920:occupied=16
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1895
State changes reopening evaluation: 17
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2177
Maximum occupied tiles: 18
Seat events: 116
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 45

RIGHT AISLE
-----------
Total moves: 3028
Maximum occupied tiles: 12
Seat events: 173
Single-blocker events: 45
Multiple-blocker events: 19
Temporary aisle reoccupations: 88

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2033
Reservations granted: 2029
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 46
Remaining moving in aisle: 15
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 29098
Longest unresolved passenger ID: 0
Longest unresolved row: 9
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 14
Longest dependency chain: P204(3F/LEFT) -> P352(18G/LEFT) -> P232(32B/LEFT) -> P149(30B/LEFT) -> P293(25G/LEFT) -> P40(29E/LEFT) -> P330(15F/LEFT) -> P258(31B/LEFT) -> P264(14C/LEFT) -> P108(21E/LEFT) -> P271(31G/LEFT) -> P133(25D/LEFT) -> P142(15B/LEFT) -> P266(14E/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 204
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 15
Total blocked ticks: 41389
Total stationary ticks: 330128
Seat-event requests: 2210
Failed seat-event starts: 1921

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 266
Critical blocker identity: P266->14E(LEFT)
Direct fan-out: 1
Total indirect descendants: 13
Critical tree size including blocker: 14
Critical tree depth: 14
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 18
Unresolved outside passengers: 46
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P266(14E/LEFT/WAITING_FOR_SEAT_EVENT)
  P142(15B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P133(25D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P271(31G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P108(21E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P264(14C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P258(31B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P330(15F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P40(29E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P293(25G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P149(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P232(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P352(18G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P204(3F/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1921
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 15
Critical blocker unavailable yield tiles: 15
Critical blocker yield-tile occupants: 87
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1921
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 641
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[87]: P87(29G/LEFT/MOVING_IN_AISLE@tile15) -> P306(16G/LEFT/WAITING_AT_ROW@tile16) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P306->16G(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P87{seat=29G,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=15,directBlocker=306,lastMoveTick=847,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 15
Current unavailable yield tiles: 15
Current yield-tile occupants: 87
Final row-event chain: 266|87|306
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2215\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1946\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 15 | standardDataset=289/353 (81.87%) | finalTwoRowRiskDispersionDataset=289/353 (81.87%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | finalTwoRowRiskDispersionFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 16
Scenario seed: 6297786529680945464

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1003
Passengers seated: 282/282
Average waiting ticks: 463.94
Longest waiting passenger: P278->19E(LEFT)
Longest waiting ticks: 937

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles21-24:occupied=3:anchor=P103:selected=P94:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2138
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2200
Maximum occupied tiles: 13
Seat events: 139
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 100
Reservations granted: 100
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5583
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6994
Total stationary ticks: 135547
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 731
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 731
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:29
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 16
Scenario seed: 6297786529680945464

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1003
Passengers seated: 282/282
Average waiting ticks: 463.95
Longest waiting passenger: P278->19E(LEFT)
Longest waiting ticks: 937

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles21-24:occupied=3:anchor=P103:selected=P94:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2138
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2200
Maximum occupied tiles: 13
Seat events: 139
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 100
Reservations granted: 100
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5578
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6981
Total stationary ticks: 135544
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 724
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 724
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 9\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 16 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:30
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 17
Scenario seed: 3106842478631310640

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.50%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2491
Passengers seated: 278/282
Average waiting ticks: 477.98
Longest waiting passenger: P95->30B(LEFT)
Longest waiting ticks: 2447

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 2
Cluster candidates evaluated: 4
Executable cluster candidates: 0
Rejected cluster candidates: 4
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1611
Regions dissolved: 0
Repeated reconstructions avoided: 1611
Largest region lifetime: 1612
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1612:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1548
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2210
Maximum occupied tiles: 13
Seat events: 137
Single-blocker events: 43
Multiple-blocker events: 7
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 2172
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 36
Multiple-blocker events: 15
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 97
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5885
Longest unresolved passenger ID: 201
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P127(32F/LEFT) -> P95(30B/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 127
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13505
Total stationary ticks: 141057
Seat-event requests: 1860
Failed seat-event starts: 1582

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 95
Critical blocker identity: P95->30B(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 4
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P95(30B/LEFT/WAITING_FOR_SEAT_EVENT)
  P127(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1582
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 191
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1582
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 980
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[191]: P191(31B/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P191->31B(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P191{seat=31B,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=827,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 31
Current unavailable yield tiles: 31
Current yield-tile occupants: 191
Final row-event chain: 95|191
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1862\nPrecedence substitutions made: 5\nDependency chains followed: 1578\nBlocked by waiting-row occupant: 3131\nSubstituted events started: 7\nOccupied-space rejections: 6259\nMaximum scheduling-chain depth: 3\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:30
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 17
Scenario seed: 3106842478631310640

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.50%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 991
Passengers seated: 282/282
Average waiting ticks: 461.40
Longest waiting passenger: P138->5F(RIGHT)
Longest waiting ticks: 961

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2213
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 46
Multiple-blocker events: 8
Temporary aisle reoccupations: 62

RIGHT AISLE
-----------
Total moves: 2172
Maximum occupied tiles: 12
Seat events: 141
Single-blocker events: 36
Multiple-blocker events: 15
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 100
Reservations granted: 98
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5528
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7015
Total stationary ticks: 134826
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 778
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 778
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 17 | standardDataset=278/282 (98.58%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+4 | completionDelta=+1.42% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | finalTwoRowRiskDispersionWorse=false | standardFamily=LINKED_ROW_EVENT_CHAIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:30
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 18
Scenario seed: 7262019023721315868

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2715
Passengers seated: 315/353
Average waiting ticks: 697.32
Longest waiting passenger: P1->6H(RIGHT)
Longest waiting ticks: 2715

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 10
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 13
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1700
Regions dissolved: 0
Repeated reconstructions avoided: 1700
Largest region lifetime: 1701
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1701:occupied=13
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1684
State changes reopening evaluation: 9
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3083
Maximum occupied tiles: 14
Seat events: 171
Single-blocker events: 46
Multiple-blocker events: 23
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2534
Maximum occupied tiles: 17
Seat events: 144
Single-blocker events: 26
Multiple-blocker events: 17
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1831
Reservations granted: 1831
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 21
Remaining moving in aisle: 13
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 22554
Longest unresolved passenger ID: 1
Longest unresolved row: 6
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 13
Longest dependency chain: P128(25J/RIGHT) -> P61(7D/RIGHT) -> P99(31G/RIGHT) -> P221(23H/RIGHT) -> P224(18F/RIGHT) -> P259(36G/RIGHT) -> P43(23G/RIGHT) -> P195(11F/RIGHT) -> P337(26D/RIGHT) -> P129(25D/RIGHT) -> P298(35H/RIGHT) -> P49(18E/RIGHT) -> P270(13D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 128
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 13
Total blocked ticks: 37066
Total stationary ticks: 273957
Seat-event requests: 2031
Failed seat-event starts: 1716

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 270
Critical blocker identity: P270->13D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 12
Critical tree size including blocker: 13
Critical tree depth: 13
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 17
Unresolved outside passengers: 21
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P270(13D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P49(18E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P298(35H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P129(25D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P337(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P195(11F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P43(23G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P259(36G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P224(18F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P221(23H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P99(31G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P61(7D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P128(25J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1716
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 14|15|16
Critical blocker unavailable yield tiles: 16
Critical blocker yield-tile occupants: 288
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1716
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 760
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[288]: P288(23F/RIGHT/MOVING_IN_AISLE@tile16) -> P189(17I/RIGHT/WAITING_AT_ROW@tile17) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P189->17I(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P288{seat=23F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=16,directBlocker=189,lastMoveTick=1007,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 14|15|16
Current unavailable yield tiles: 16
Current yield-tile occupants: 288
Final row-event chain: 270|288|189
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2031\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 1716\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:30
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 18
Scenario seed: 7262019023721315868

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2715
Passengers seated: 315/353
Average waiting ticks: 697.32
Longest waiting passenger: P1->6H(RIGHT)
Longest waiting ticks: 2715

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 10
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 13
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1700
Regions dissolved: 0
Repeated reconstructions avoided: 1700
Largest region lifetime: 1701
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1701:occupied=13
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1684
State changes reopening evaluation: 9
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3083
Maximum occupied tiles: 14
Seat events: 171
Single-blocker events: 46
Multiple-blocker events: 23
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2534
Maximum occupied tiles: 17
Seat events: 144
Single-blocker events: 26
Multiple-blocker events: 17
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1831
Reservations granted: 1831
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 21
Remaining moving in aisle: 13
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 22554
Longest unresolved passenger ID: 1
Longest unresolved row: 6
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 13
Longest dependency chain: P128(25J/RIGHT) -> P61(7D/RIGHT) -> P99(31G/RIGHT) -> P221(23H/RIGHT) -> P224(18F/RIGHT) -> P259(36G/RIGHT) -> P43(23G/RIGHT) -> P195(11F/RIGHT) -> P337(26D/RIGHT) -> P129(25D/RIGHT) -> P298(35H/RIGHT) -> P49(18E/RIGHT) -> P270(13D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 128
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 13
Total blocked ticks: 37066
Total stationary ticks: 273957
Seat-event requests: 2031
Failed seat-event starts: 1716

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 270
Critical blocker identity: P270->13D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 12
Critical tree size including blocker: 13
Critical tree depth: 13
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 17
Unresolved outside passengers: 21
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P270(13D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P49(18E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P298(35H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P129(25D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P337(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P195(11F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P43(23G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P259(36G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P224(18F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P221(23H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P99(31G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P61(7D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P128(25J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1716
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 14|15|16
Critical blocker unavailable yield tiles: 16
Critical blocker yield-tile occupants: 288
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1716
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 760
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[288]: P288(23F/RIGHT/MOVING_IN_AISLE@tile16) -> P189(17I/RIGHT/WAITING_AT_ROW@tile17) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P189->17I(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P288{seat=23F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=16,directBlocker=189,lastMoveTick=1007,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 14|15|16
Current unavailable yield tiles: 16
Current yield-tile occupants: 288
Final row-event chain: 270|288|189
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2031\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 1716\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 18 | standardDataset=315/353 (89.24%) | finalTwoRowRiskDispersionDataset=315/353 (89.24%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | finalTwoRowRiskDispersionFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:30
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 19
Scenario seed: 556484037352401663

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 91.91%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2256
Passengers seated: 162/235
Average waiting ticks: 809.65
Longest waiting passenger: P0->21A(LEFT)
Longest waiting ticks: 2256

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 10
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 11
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1883
Regions dissolved: 0
Repeated reconstructions avoided: 1883
Largest region lifetime: 1884
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1884:occupied=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1862
State changes reopening evaluation: 9
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 850
Maximum occupied tiles: 13
Seat events: 54
Single-blocker events: 8
Multiple-blocker events: 1
Temporary aisle reoccupations: 10

RIGHT AISLE
-----------
Total moves: 1626
Maximum occupied tiles: 11
Seat events: 108
Single-blocker events: 23
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1958
Reservations granted: 1958
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 60
Remaining moving in aisle: 11
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 20949
Longest unresolved passenger ID: 0
Longest unresolved row: 21
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P186(25F/LEFT) -> P224(4A/LEFT) -> P207(16A/LEFT) -> P174(19C/LEFT) -> P215(19A/LEFT) -> P205(14B/LEFT) -> P32(15D/LEFT) -> P9(18F/LEFT) -> P64(12F/LEFT) -> P85(21E/LEFT) -> P80(11F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 11
Total blocked ticks: 28325
Total stationary ticks: 213627
Seat-event requests: 2042
Failed seat-event starts: 1880

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 80
Critical blocker identity: P80->11F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 13
Unresolved outside passengers: 60
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P80(11F/LEFT/WAITING_FOR_SEAT_EVENT)
  P85(21E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P64(12F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P9(18F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P32(15D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P205(14B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P215(19A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P174(19C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P207(16A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P224(4A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P186(25F/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1880
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 12|13|14
Critical blocker unavailable yield tiles: 14
Critical blocker yield-tile occupants: 228
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1880
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 391
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[228]: P228(20F/LEFT/MOVING_IN_AISLE@tile14) -> P192(15F/LEFT/WAITING_AT_ROW@tile15) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P192->15F(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P228{seat=20F,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=14,directBlocker=192,lastMoveTick=365,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 12|13|14
Current unavailable yield tiles: 14
Current yield-tile occupants: 228
Final row-event chain: 80|228|192
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2042\nPrecedence substitutions made: 1\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1881\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:30
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 19
Scenario seed: 556484037352401663

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 91.91%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2256
Passengers seated: 162/235
Average waiting ticks: 809.60
Longest waiting passenger: P0->21A(LEFT)
Longest waiting ticks: 2256

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 10
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 11
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1883
Regions dissolved: 0
Repeated reconstructions avoided: 1883
Largest region lifetime: 1884
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1884:occupied=11
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1862
State changes reopening evaluation: 9
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 850
Maximum occupied tiles: 13
Seat events: 54
Single-blocker events: 8
Multiple-blocker events: 1
Temporary aisle reoccupations: 10

RIGHT AISLE
-----------
Total moves: 1626
Maximum occupied tiles: 11
Seat events: 108
Single-blocker events: 23
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1958
Reservations granted: 1958
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 60
Remaining moving in aisle: 11
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 20949
Longest unresolved passenger ID: 0
Longest unresolved row: 21
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P186(25F/LEFT) -> P224(4A/LEFT) -> P207(16A/LEFT) -> P174(19C/LEFT) -> P215(19A/LEFT) -> P205(14B/LEFT) -> P32(15D/LEFT) -> P9(18F/LEFT) -> P64(12F/LEFT) -> P85(21E/LEFT) -> P80(11F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 11
Total blocked ticks: 28326
Total stationary ticks: 213627
Seat-event requests: 2042
Failed seat-event starts: 1880

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 80
Critical blocker identity: P80->11F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 13
Unresolved outside passengers: 60
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P80(11F/LEFT/WAITING_FOR_SEAT_EVENT)
  P85(21E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P64(12F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P9(18F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P32(15D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P205(14B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P215(19A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P174(19C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P207(16A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P224(4A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P186(25F/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1880
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 12|13|14
Critical blocker unavailable yield tiles: 14
Critical blocker yield-tile occupants: 228
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1880
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 383
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[228]: P228(20F/LEFT/MOVING_IN_AISLE@tile14) -> P192(15F/LEFT/WAITING_AT_ROW@tile15) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P192->15F(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P228{seat=20F,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=14,directBlocker=192,lastMoveTick=365,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 12|13|14
Current unavailable yield tiles: 14
Current yield-tile occupants: 228
Final row-event chain: 80|228|192
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2042\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 1880\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 19 | standardDataset=162/235 (68.94%) | finalTwoRowRiskDispersionDataset=162/235 (68.94%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | finalTwoRowRiskDispersionFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:30
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 20
Scenario seed: -5157715326233860361

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2761
Passengers seated: 236/353
Average waiting ticks: 1217.81
Longest waiting passenger: P6->29G(RIGHT)
Longest waiting ticks: 2761

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2346
Regions dissolved: 0
Repeated reconstructions avoided: 2346
Largest region lifetime: 2347
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2347:occupied=3
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 2344
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3152
Maximum occupied tiles: 14
Seat events: 179
Single-blocker events: 49
Multiple-blocker events: 17
Temporary aisle reoccupations: 83

RIGHT AISLE
-----------
Total moves: 1046
Maximum occupied tiles: 10
Seat events: 57
Single-blocker events: 8
Multiple-blocker events: 0
Temporary aisle reoccupations: 8

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2449
Reservations granted: 2449
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 107
Remaining moving in aisle: 4
Remaining waiting at row: 6
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 14644
Longest unresolved passenger ID: 6
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P341(18H/RIGHT) -> P82(33I/RIGHT) -> P85(3D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 341
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 29481
Total stationary ticks: 443600
Seat-event requests: 2592
Failed seat-event starts: 2356

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 85
Critical blocker identity: P85->3D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 6
Terminal WAITING_FOR_SEAT_EVENT nodes: 6
Unresolved internal passengers: 10
Unresolved outside passengers: 107
Unresolved internal passengers outside critical tree: 7
Critical blocker tree:
P85(3D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P82(33I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P341(18H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 2356
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 4|5|6
Critical blocker unavailable yield tiles: 6
Critical blocker yield-tile occupants: 177
Waiting-row passengers with zero blockers: 5
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 2356
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 507
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[177]: P177(35H/RIGHT/MOVING_IN_AISLE@tile6) -> P135(7J/RIGHT/WAITING_AT_ROW@tile7) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P135->7J(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P177{seat=35H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=6,directBlocker=135,lastMoveTick=413,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 4|5|6
Current unavailable yield tiles: 6
Current yield-tile occupants: 177
Final row-event chain: 85|177|135
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2592\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 2357\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:30
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 20
Scenario seed: -5157715326233860361

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2761
Passengers seated: 236/353
Average waiting ticks: 1217.81
Longest waiting passenger: P6->29G(RIGHT)
Longest waiting ticks: 2761

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2346
Regions dissolved: 0
Repeated reconstructions avoided: 2346
Largest region lifetime: 2347
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2347:occupied=3
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 2344
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3152
Maximum occupied tiles: 14
Seat events: 179
Single-blocker events: 49
Multiple-blocker events: 17
Temporary aisle reoccupations: 83

RIGHT AISLE
-----------
Total moves: 1046
Maximum occupied tiles: 10
Seat events: 57
Single-blocker events: 8
Multiple-blocker events: 0
Temporary aisle reoccupations: 8

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2449
Reservations granted: 2449
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 107
Remaining moving in aisle: 4
Remaining waiting at row: 6
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 14644
Longest unresolved passenger ID: 6
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P341(18H/RIGHT) -> P82(33I/RIGHT) -> P85(3D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 341
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 29481
Total stationary ticks: 443600
Seat-event requests: 2592
Failed seat-event starts: 2356

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 85
Critical blocker identity: P85->3D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 6
Terminal WAITING_FOR_SEAT_EVENT nodes: 6
Unresolved internal passengers: 10
Unresolved outside passengers: 107
Unresolved internal passengers outside critical tree: 7
Critical blocker tree:
P85(3D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P82(33I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P341(18H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 2356
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 4|5|6
Critical blocker unavailable yield tiles: 6
Critical blocker yield-tile occupants: 177
Waiting-row passengers with zero blockers: 5
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 2356
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 507
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[177]: P177(35H/RIGHT/MOVING_IN_AISLE@tile6) -> P135(7J/RIGHT/WAITING_AT_ROW@tile7) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P135->7J(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P177{seat=35H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=6,directBlocker=135,lastMoveTick=413,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 4|5|6
Current unavailable yield tiles: 6
Current yield-tile occupants: 177
Final row-event chain: 85|177|135
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2592\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 2357\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 20 | standardDataset=236/353 (66.86%) | finalTwoRowRiskDispersionDataset=236/353 (66.86%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | finalTwoRowRiskDispersionFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:30
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 21
Scenario seed: 5810276377378322791

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 94.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1310
Passengers seated: 353/353
Average waiting ticks: 583.82
Longest waiting passenger: P135->18B(LEFT)
Longest waiting ticks: 1245

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P80:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 65
Regions dissolved: 3
Repeated reconstructions avoided: 65
Largest region lifetime: 33
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3251
Maximum occupied tiles: 14
Seat events: 186
Single-blocker events: 52
Multiple-blocker events: 32
Temporary aisle reoccupations: 121

RIGHT AISLE
-----------
Total moves: 2930
Maximum occupied tiles: 16
Seat events: 167
Single-blocker events: 51
Multiple-blocker events: 20
Temporary aisle reoccupations: 94

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 161
Reservations granted: 157
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8075
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 10259
Total stationary ticks: 213183
Seat-event requests: 377
Failed seat-event starts: 24

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 1078
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 24
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 1078
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 379\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:30
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 21
Scenario seed: 5810276377378322791

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 94.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1310
Passengers seated: 353/353
Average waiting ticks: 583.78
Longest waiting passenger: P135->18B(LEFT)
Longest waiting ticks: 1245

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P80:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 65
Regions dissolved: 3
Repeated reconstructions avoided: 65
Largest region lifetime: 33
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3251
Maximum occupied tiles: 14
Seat events: 186
Single-blocker events: 52
Multiple-blocker events: 32
Temporary aisle reoccupations: 121

RIGHT AISLE
-----------
Total moves: 2930
Maximum occupied tiles: 16
Seat events: 167
Single-blocker events: 51
Multiple-blocker events: 20
Temporary aisle reoccupations: 94

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 161
Reservations granted: 157
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8090
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 10253
Total stationary ticks: 213182
Seat-event requests: 377
Failed seat-event starts: 24

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 1065
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 24
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 1065
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 379\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 21 | standardDataset=353/353 (100.00%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:30
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 22
Scenario seed: -8776407168362637748

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2556
Passengers seated: 269/282
Average waiting ticks: 481.86
Longest waiting passenger: P150->22D(RIGHT)
Longest waiting ticks: 2514

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 10
Cluster candidates evaluated: 12
Executable cluster candidates: 0
Rejected cluster candidates: 12
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 13
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1944
Regions dissolved: 0
Repeated reconstructions avoided: 1944
Largest region lifetime: 1945
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1945:occupied=13
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1770
State changes reopening evaluation: 9
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2345
Maximum occupied tiles: 12
Seat events: 150
Single-blocker events: 39
Multiple-blocker events: 19
Temporary aisle reoccupations: 77

RIGHT AISLE
-----------
Total moves: 1969
Maximum occupied tiles: 18
Seat events: 119
Single-blocker events: 34
Multiple-blocker events: 10
Temporary aisle reoccupations: 54

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1809
Reservations granted: 1805
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 18559
Longest unresolved passenger ID: 140
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 7
Longest dependency chain: P119(24D/RIGHT) -> P67(31F/RIGHT) -> P172(32G/RIGHT) -> P251(30E/RIGHT) -> P230(32E/RIGHT) -> P86(30G/RIGHT) -> P136(29I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 119
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 30139
Total stationary ticks: 158229
Seat-event requests: 2064
Failed seat-event starts: 1795

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 136
Critical blocker identity: P136->29I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 6
Critical tree size including blocker: 7
Critical tree depth: 7
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 13
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 6
Critical blocker tree:
P136(29I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P86(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P230(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P251(30E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P172(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P67(31F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P119(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1791
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 1
Critical blocker required yield tiles: 30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 140
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1791
Rear-boundary failures: 4
Middle-bank reservation failures: 4
Active-event deferrals: 970
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[140]: P140(32F/RIGHT/MOVING_IN_AISLE@tile30) -> P208(31I/RIGHT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P208->31I(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: P140{seat=32F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=208,lastMoveTick=597,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 30
Current unavailable yield tiles: 30
Current yield-tile occupants: 140
Final row-event chain: 136|140|208
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2068\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 1794\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:30
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 22
Scenario seed: -8776407168362637748

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1056
Passengers seated: 282/282
Average waiting ticks: 465.99
Longest waiting passenger: P127->25A(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2345
Maximum occupied tiles: 12
Seat events: 150
Single-blocker events: 38
Multiple-blocker events: 19
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2012
Maximum occupied tiles: 13
Seat events: 132
Single-blocker events: 36
Multiple-blocker events: 15
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 95
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5493
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6891
Total stationary ticks: 136012
Seat-event requests: 290
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 737
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 737
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 5\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 22 | standardDataset=269/282 (95.39%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+13 | completionDelta=+4.61% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=true | finalTwoRowRiskDispersionWorse=false | standardFamily=MOVING_PASSENGER_YIELD_CHAIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:30
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 23
Scenario seed: -4163966659889787192

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1271
Passengers seated: 353/353
Average waiting ticks: 587.13
Longest waiting passenger: P31->10H(RIGHT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 11
Regions dissolved: 1
Repeated reconstructions avoided: 11
Largest region lifetime: 12
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=12
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3140
Maximum occupied tiles: 14
Seat events: 174
Single-blocker events: 53
Multiple-blocker events: 25
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3062
Maximum occupied tiles: 14
Seat events: 179
Single-blocker events: 55
Multiple-blocker events: 21
Temporary aisle reoccupations: 98

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 157
Reservations granted: 146
Reservations denied/waited: 11
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7702
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9696
Total stationary ticks: 213957
Seat-event requests: 364
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 968
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 11
Active-event deferrals: 968
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 376\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:30
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 23
Scenario seed: -4163966659889787192

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1271
Passengers seated: 353/353
Average waiting ticks: 587.11
Longest waiting passenger: P31->10H(RIGHT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 11
Regions dissolved: 1
Repeated reconstructions avoided: 11
Largest region lifetime: 12
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=12
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3140
Maximum occupied tiles: 14
Seat events: 174
Single-blocker events: 53
Multiple-blocker events: 25
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3062
Maximum occupied tiles: 14
Seat events: 179
Single-blocker events: 55
Multiple-blocker events: 21
Temporary aisle reoccupations: 98

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 157
Reservations granted: 146
Reservations denied/waited: 11
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7707
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9696
Total stationary ticks: 213957
Seat-event requests: 364
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 963
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 11
Active-event deferrals: 963
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 376\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 5\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 23 | standardDataset=353/353 (100.00%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:30
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 24
Scenario seed: -8502607728785511639

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.91%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 898
Passengers seated: 235/235
Average waiting ticks: 387.78
Longest waiting passenger: P196->20A(LEFT)
Longest waiting ticks: 861

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1825
Maximum occupied tiles: 11
Seat events: 127
Single-blocker events: 33
Multiple-blocker events: 22
Temporary aisle reoccupations: 82

RIGHT AISLE
-----------
Total moves: 1584
Maximum occupied tiles: 11
Seat events: 108
Single-blocker events: 18
Multiple-blocker events: 11
Temporary aisle reoccupations: 42

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 126
Reservations granted: 123
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4180
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5193
Total stationary ticks: 94471
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 562
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 562
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:30
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 24
Scenario seed: -8502607728785511639

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.91%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 898
Passengers seated: 235/235
Average waiting ticks: 387.78
Longest waiting passenger: P196->20A(LEFT)
Longest waiting ticks: 861

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1825
Maximum occupied tiles: 11
Seat events: 127
Single-blocker events: 33
Multiple-blocker events: 22
Temporary aisle reoccupations: 82

RIGHT AISLE
-----------
Total moves: 1584
Maximum occupied tiles: 11
Seat events: 108
Single-blocker events: 18
Multiple-blocker events: 11
Temporary aisle reoccupations: 42

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 126
Reservations granted: 123
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4180
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5193
Total stationary ticks: 94471
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 562
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 562
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 24 | standardDataset=235/235 (100.00%) | finalTwoRowRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:30
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 25
Scenario seed: -5861437385397938883

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 91.49%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1110
Passengers seated: 282/282
Average waiting ticks: 483.55
Longest waiting passenger: P133->18C(LEFT)
Longest waiting ticks: 1058

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles18-21:occupied=3:anchor=P33:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 19
Regions dissolved: 1
Repeated reconstructions avoided: 19
Largest region lifetime: 20
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=20
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2390
Maximum occupied tiles: 12
Seat events: 153
Single-blocker events: 54
Multiple-blocker events: 16
Temporary aisle reoccupations: 86

RIGHT AISLE
-----------
Total moves: 1977
Maximum occupied tiles: 13
Seat events: 129
Single-blocker events: 39
Multiple-blocker events: 13
Temporary aisle reoccupations: 65

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 97
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5085
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6326
Total stationary ticks: 140434
Seat-event requests: 293
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 700
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 700
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:30
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 25
Scenario seed: -5861437385397938883

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 91.49%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1110
Passengers seated: 282/282
Average waiting ticks: 483.55
Longest waiting passenger: P133->18C(LEFT)
Longest waiting ticks: 1058

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles18-21:occupied=3:anchor=P33:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 19
Regions dissolved: 1
Repeated reconstructions avoided: 19
Largest region lifetime: 20
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=20
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2390
Maximum occupied tiles: 12
Seat events: 153
Single-blocker events: 54
Multiple-blocker events: 16
Temporary aisle reoccupations: 86

RIGHT AISLE
-----------
Total moves: 1977
Maximum occupied tiles: 13
Seat events: 129
Single-blocker events: 39
Multiple-blocker events: 13
Temporary aisle reoccupations: 65

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 97
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5085
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6326
Total stationary ticks: 140434
Seat-event requests: 293
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 700
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 700
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 293\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 25 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:30
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 26
Scenario seed: 243659093190973898

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 96.32%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2710
Passengers seated: 313/353
Average waiting ticks: 642.52
Longest waiting passenger: P29->6E(LEFT)
Longest waiting ticks: 2710

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 31
Cluster candidates evaluated: 123
Executable cluster candidates: 1
Rejected cluster candidates: 122
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 30
Selected release potential total: 3
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 2060
Regions dissolved: 1
Repeated reconstructions avoided: 2060
Largest region lifetime: 2052
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2052:occupied=22
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1743
State changes reopening evaluation: 29
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2786
Maximum occupied tiles: 34
Seat events: 143
Single-blocker events: 40
Multiple-blocker events: 14
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 3056
Maximum occupied tiles: 16
Seat events: 170
Single-blocker events: 41
Multiple-blocker events: 22
Temporary aisle reoccupations: 87

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 174
Reservations granted: 174
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 6
Remaining moving in aisle: 26
Remaining waiting at row: 8
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 46306
Longest unresolved passenger ID: 29
Longest unresolved row: 6
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 14
Longest dependency chain: P83(21G/LEFT) -> P248(21C/LEFT) -> P103(33G/LEFT) -> P272(24A/LEFT) -> P288(18C/LEFT) -> P339(24B/LEFT) -> P203(35A/LEFT) -> P111(22C/LEFT) -> P244(25C/LEFT) -> P198(27E/LEFT) -> P61(33C/LEFT) -> P4(31A/LEFT) -> P89(27F/LEFT) -> P56(23A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 83
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 26
Total blocked ticks: 68952
Total stationary ticks: 278284
Seat-event requests: 2116
Failed seat-event starts: 1803

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 56
Critical blocker identity: P56->23A(LEFT)
Direct fan-out: 1
Total indirect descendants: 13
Critical tree size including blocker: 14
Critical tree depth: 14
Frozen internal components: 8
Terminal WAITING_FOR_SEAT_EVENT nodes: 8
Unresolved internal passengers: 34
Unresolved outside passengers: 6
Unresolved internal passengers outside critical tree: 20
Critical blocker tree:
P56(23A/LEFT/WAITING_FOR_SEAT_EVENT)
  P89(27F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P4(31A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P61(33C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P198(27E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P244(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P111(22C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P203(35A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P339(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P288(18C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P272(24A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P103(33G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P248(21C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P83(21G/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1802
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 24|25
Critical blocker unavailable yield tiles: 25
Critical blocker yield-tile occupants: 188
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 5
Waiting-row passengers with multiple blockers: 3
Yield-tile occupied failures: 1802
Rear-boundary failures: 1
Middle-bank reservation failures: 0
Active-event deferrals: 1682
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[188]: P188(25A/LEFT/WAITING_AT_ROW@tile25) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P188->25A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: P188{seat=25A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=25,directBlocker=-1,lastMoveTick=935,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 24|25
Current unavailable yield tiles: 25
Current yield-tile occupants: 188
Final row-event chain: 56|188
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 8
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2115\nPrecedence substitutions made: 5\nDependency chains followed: 108\nBlocked by waiting-row occupant: 108\nSubstituted events started: 6\nOccupied-space rejections: 5572\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:30
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 26
Scenario seed: 243659093190973898

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 96.32%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2713
Passengers seated: 339/353
Average waiting ticks: 593.45
Longest waiting passenger: P229->35G(LEFT)
Longest waiting ticks: 2621

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 17
Cluster candidates evaluated: 17
Executable cluster candidates: 1
Rejected cluster candidates: 16
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 14
Selected release potential total: 3
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 2069
Regions dissolved: 2
Repeated reconstructions avoided: 2069
Largest region lifetime: 2049
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2049:occupied=14
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1633
State changes reopening evaluation: 15
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3086
Maximum occupied tiles: 22
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 96

RIGHT AISLE
-----------
Total moves: 3056
Maximum occupied tiles: 15
Seat events: 170
Single-blocker events: 41
Multiple-blocker events: 22
Temporary aisle reoccupations: 87

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1803
Reservations granted: 1803
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 12
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 20929
Longest unresolved passenger ID: 59
Longest unresolved row: 36
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 13
Longest dependency chain: P210(27A/LEFT) -> P300(32B/LEFT) -> P80(33E/LEFT) -> P189(33B/LEFT) -> P103(33G/LEFT) -> P203(35A/LEFT) -> P61(33C/LEFT) -> P4(31A/LEFT) -> P161(36A/LEFT) -> P104(35D/LEFT) -> P295(35B/LEFT) -> P59(36G/LEFT) -> P229(35G/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 210
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 12
Total blocked ticks: 33426
Total stationary ticks: 235967
Seat-event requests: 2014
Failed seat-event starts: 1675

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 229
Critical blocker identity: P229->35G(LEFT)
Direct fan-out: 1
Total indirect descendants: 12
Critical tree size including blocker: 13
Critical tree depth: 13
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 14
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P229(35G/LEFT/WAITING_FOR_SEAT_EVENT)
  P59(36G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P295(35B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P104(35D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P161(36A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P4(31A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P61(33C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P203(35A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P103(33G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P189(33B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P80(33E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P300(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P210(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1569
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 36|37
Critical blocker unavailable yield tiles: 36|37
Critical blocker yield-tile occupants: 273|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 106
Rear-boundary failures: 1569
Middle-bank reservation failures: 0
Active-event deferrals: 1547
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[273]: P273(36B/LEFT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P273->36B(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: P273{seat=36B,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=656,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 36|37
Current unavailable yield tiles: 36|37
Current yield-tile occupants: 273|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2013\nPrecedence substitutions made: 5\nDependency chains followed: 1659\nBlocked by waiting-row occupant: 1659\nSubstituted events started: 7\nOccupied-space rejections: 1681\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 26 | standardDataset=313/353 (88.67%) | finalTwoRowRiskDispersionDataset=339/353 (96.03%) | seatedDelta=+26 | completionDelta=+7.37% | outsideDelta=-6 | clustersDetected=3 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | finalTwoRowRiskDispersionFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:30
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 27
Scenario seed: -8794501054654148177

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2327
Passengers seated: 202/235
Average waiting ticks: 445.90
Longest waiting passenger: P18->30C(LEFT)
Longest waiting ticks: 2327

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 14
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 3
Largest detected cluster: 19
Selected release potential total: 6
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1787
Regions dissolved: 2
Repeated reconstructions avoided: 1787
Largest region lifetime: 1739
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1739:occupied=19
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1703
State changes reopening evaluation: 13
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1376
Maximum occupied tiles: 26
Seat events: 85
Single-blocker events: 20
Multiple-blocker events: 7
Temporary aisle reoccupations: 35

RIGHT AISLE
-----------
Total moves: 1708
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1844
Reservations granted: 1840
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 7
Remaining moving in aisle: 23
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 40198
Longest unresolved passenger ID: 18
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 19
Longest dependency chain: P121(4B/LEFT) -> P167(14B/LEFT) -> P120(26B/LEFT) -> P152(10D/LEFT) -> P72(18D/LEFT) -> P142(13E/LEFT) -> P137(24B/LEFT) -> P78(17B/LEFT) -> P203(28B/LEFT) -> P39(21A/LEFT) -> P76(19A/LEFT) -> P129(20A/LEFT) -> P157(23A/LEFT) -> P164(17F/LEFT) -> P126(25E/LEFT) -> P16(24A/LEFT) -> P70(23B/LEFT) -> P228(27E/LEFT) -> P50(19F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 23
Total blocked ticks: 49919
Total stationary ticks: 147867
Seat-event requests: 1939
Failed seat-event starts: 1737

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 50
Critical blocker identity: P50->19F(LEFT)
Direct fan-out: 1
Total indirect descendants: 18
Critical tree size including blocker: 19
Critical tree depth: 19
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 26
Unresolved outside passengers: 7
Unresolved internal passengers outside critical tree: 7
Critical blocker tree:
P50(19F/LEFT/WAITING_FOR_SEAT_EVENT)
  P228(27E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P70(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P16(24A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P126(25E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P164(17F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P157(23A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P129(20A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P76(19A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P39(21A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P203(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P78(17B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P137(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P142(13E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P72(18D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P152(10D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P120(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P167(14B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P121(4B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1737
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 20|21|22
Critical blocker unavailable yield tiles: 22
Critical blocker yield-tile occupants: 111
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1737
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 555
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[111]: P111(24C/LEFT/MOVING_IN_AISLE@tile22) -> P162(23F/LEFT/WAITING_AT_ROW@tile23) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P162->23F(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P111{seat=24C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=22,directBlocker=162,lastMoveTick=565,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 20|21|22
Current unavailable yield tiles: 22
Current yield-tile occupants: 111
Final row-event chain: 50|111|162
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1942\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 3\nOccupied-space rejections: 1738\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:30
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 27
Scenario seed: -8794501054654148177

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2327
Passengers seated: 202/235
Average waiting ticks: 445.91
Longest waiting passenger: P18->30C(LEFT)
Longest waiting ticks: 2327

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 21
Cluster candidates evaluated: 22
Executable cluster candidates: 1
Rejected cluster candidates: 21
Cluster selections: 1
Cluster-selected events started: 3
Largest detected cluster: 22
Selected release potential total: 6
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1804
Regions dissolved: 2
Repeated reconstructions avoided: 1804
Largest region lifetime: 1756
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1756:occupied=22
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1702
State changes reopening evaluation: 20
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1373
Maximum occupied tiles: 26
Seat events: 85
Single-blocker events: 20
Multiple-blocker events: 7
Temporary aisle reoccupations: 35

RIGHT AISLE
-----------
Total moves: 1708
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1844
Reservations granted: 1840
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 7
Remaining moving in aisle: 23
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 40193
Longest unresolved passenger ID: 18
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 19
Longest dependency chain: P121(4B/LEFT) -> P167(14B/LEFT) -> P120(26B/LEFT) -> P152(10D/LEFT) -> P72(18D/LEFT) -> P142(13E/LEFT) -> P137(24B/LEFT) -> P78(17B/LEFT) -> P203(28B/LEFT) -> P39(21A/LEFT) -> P76(19A/LEFT) -> P129(20A/LEFT) -> P157(23A/LEFT) -> P164(17F/LEFT) -> P126(25E/LEFT) -> P16(24A/LEFT) -> P70(23B/LEFT) -> P228(27E/LEFT) -> P50(19F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 23
Total blocked ticks: 49900
Total stationary ticks: 147863
Seat-event requests: 1939
Failed seat-event starts: 1737

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 50
Critical blocker identity: P50->19F(LEFT)
Direct fan-out: 1
Total indirect descendants: 18
Critical tree size including blocker: 19
Critical tree depth: 19
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 26
Unresolved outside passengers: 7
Unresolved internal passengers outside critical tree: 7
Critical blocker tree:
P50(19F/LEFT/WAITING_FOR_SEAT_EVENT)
  P228(27E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P70(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P16(24A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P126(25E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P164(17F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P157(23A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P129(20A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P76(19A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P39(21A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P203(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P78(17B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P137(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P142(13E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P72(18D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P152(10D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P120(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P167(14B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P121(4B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1737
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 20|21|22
Critical blocker unavailable yield tiles: 21|22
Critical blocker yield-tile occupants: 111|144
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1737
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 543
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 3
Yield-occupant trace: yieldOccupant[111]: P111(24C/LEFT/MOVING_IN_AISLE@tile21) -> P144(30F/LEFT/MOVING_IN_AISLE@tile22) -> P162(23F/LEFT/WAITING_AT_ROW@tile23) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[144]: P144(30F/LEFT/MOVING_IN_AISLE@tile22) -> P162(23F/LEFT/WAITING_AT_ROW@tile23) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P162->23F(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P111{seat=24C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=21,directBlocker=144,lastMoveTick=564,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P144{seat=30F,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=22,directBlocker=162,lastMoveTick=563,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 20|21|22
Current unavailable yield tiles: 21|22
Current yield-tile occupants: 111|144
Final row-event chain: 50|111|144|162
Final row-event chain length: 4
Distinct row events in chain: 4
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1942\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 3\nOccupied-space rejections: 1757\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 27 | standardDataset=202/235 (85.96%) | finalTwoRowRiskDispersionDataset=202/235 (85.96%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=1 | clusterStarts=3 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | finalTwoRowRiskDispersionFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:30
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 28
Scenario seed: -3770022274694574805

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 387.71
Longest waiting passenger: P74->14B(LEFT)
Longest waiting ticks: 803

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 47
Regions dissolved: 2
Repeated reconstructions avoided: 47
Largest region lifetime: 26
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=26
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1685
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 30
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 16
Multiple-blocker events: 11
Temporary aisle reoccupations: 41

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 132
Reservations granted: 128
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4007
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5018
Total stationary ticks: 94328
Seat-event requests: 245
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 564
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 564
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:30
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 28
Scenario seed: -3770022274694574805

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 387.71
Longest waiting passenger: P74->14B(LEFT)
Longest waiting ticks: 803

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 47
Regions dissolved: 2
Repeated reconstructions avoided: 47
Largest region lifetime: 26
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=26
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1685
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 30
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 16
Multiple-blocker events: 11
Temporary aisle reoccupations: 41

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 132
Reservations granted: 128
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4007
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5018
Total stationary ticks: 94328
Seat-event requests: 245
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 564
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 564
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 28 | standardDataset=235/235 (100.00%) | finalTwoRowRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:30
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 29
Scenario seed: 2135173378921897057

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 984
Passengers seated: 282/282
Average waiting ticks: 462.66
Longest waiting passenger: P144->9F(RIGHT)
Longest waiting ticks: 949

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2148
Maximum occupied tiles: 11
Seat events: 141
Single-blocker events: 39
Multiple-blocker events: 14
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 14
Seat events: 141
Single-blocker events: 34
Multiple-blocker events: 16
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5489
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6988
Total stationary ticks: 135186
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 755
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 755
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 288\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:30
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 29
Scenario seed: 2135173378921897057

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 984
Passengers seated: 282/282
Average waiting ticks: 462.66
Longest waiting passenger: P144->9F(RIGHT)
Longest waiting ticks: 949

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2148
Maximum occupied tiles: 11
Seat events: 141
Single-blocker events: 39
Multiple-blocker events: 14
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 14
Seat events: 141
Single-blocker events: 34
Multiple-blocker events: 16
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5489
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6996
Total stationary ticks: 135187
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 762
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 762
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 288\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 29 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:30
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 30
Scenario seed: -999936517420042342

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2521
Passengers seated: 274/282
Average waiting ticks: 492.34
Longest waiting passenger: P106->30F(LEFT)
Longest waiting ticks: 2464

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 5
Cluster candidates evaluated: 10
Executable cluster candidates: 0
Rejected cluster candidates: 10
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 8
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1620
Regions dissolved: 0
Repeated reconstructions avoided: 1620
Largest region lifetime: 1621
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1621:occupied=8
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1578
State changes reopening evaluation: 4
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 13
Seat events: 133
Single-blocker events: 35
Multiple-blocker events: 16
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2166
Maximum occupied tiles: 11
Seat events: 141
Single-blocker events: 34
Multiple-blocker events: 17
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1691
Reservations granted: 1691
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 5
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 8374
Longest unresolved passenger ID: 218
Longest unresolved row: 29
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 6
Longest dependency chain: P156(25E/LEFT) -> P144(26B/LEFT) -> P256(30C/LEFT) -> P135(31A/LEFT) -> P218(29B/LEFT) -> P34(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 156
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 5
Total blocked ticks: 19102
Total stationary ticks: 150874
Seat-event requests: 1878
Failed seat-event starts: 1604

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 34
Critical blocker identity: P34->29F(LEFT)
Direct fan-out: 1
Total indirect descendants: 5
Critical tree size including blocker: 6
Critical tree depth: 6
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 8
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P34(29F/LEFT/WAITING_FOR_SEAT_EVENT)
  P218(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P135(31A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P256(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P144(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P156(25E/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1604
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 106
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1604
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 774
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[106]: P106(30F/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P106->30F(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P106{seat=30F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=860,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 30
Current yield-tile occupants: 106
Final row-event chain: 34|106
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1878\nPrecedence substitutions made: 7\nDependency chains followed: 1601\nBlocked by waiting-row occupant: 3187\nSubstituted events started: 8\nOccupied-space rejections: 6382\nMaximum scheduling-chain depth: 3\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
============================================================
Date/Time: 2026-07-17 09:26:30
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 7783790101901
Scenario number: 30
Scenario seed: -999936517420042342

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2521
Passengers seated: 274/282
Average waiting ticks: 492.34
Longest waiting passenger: P106->30F(LEFT)
Longest waiting ticks: 2464

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 5
Cluster candidates evaluated: 10
Executable cluster candidates: 0
Rejected cluster candidates: 10
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 8
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1620
Regions dissolved: 0
Repeated reconstructions avoided: 1620
Largest region lifetime: 1621
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1621:occupied=8
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1578
State changes reopening evaluation: 4
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 13
Seat events: 133
Single-blocker events: 35
Multiple-blocker events: 16
Temporary aisle reoccupations: 67

RIGHT AISLE
-----------
Total moves: 2166
Maximum occupied tiles: 11
Seat events: 141
Single-blocker events: 34
Multiple-blocker events: 17
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1691
Reservations granted: 1691
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 5
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 8374
Longest unresolved passenger ID: 218
Longest unresolved row: 29
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 6
Longest dependency chain: P156(25E/LEFT) -> P144(26B/LEFT) -> P256(30C/LEFT) -> P135(31A/LEFT) -> P218(29B/LEFT) -> P34(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 156
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 5
Total blocked ticks: 19102
Total stationary ticks: 150874
Seat-event requests: 1878
Failed seat-event starts: 1604

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 34
Critical blocker identity: P34->29F(LEFT)
Direct fan-out: 1
Total indirect descendants: 5
Critical tree size including blocker: 6
Critical tree depth: 6
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 8
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P34(29F/LEFT/WAITING_FOR_SEAT_EVENT)
  P218(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P135(31A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P256(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P144(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P156(25E/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1604
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 106
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1604
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 774
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[106]: P106(30F/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P106->30F(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P106{seat=30F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=860,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 30
Current yield-tile occupants: 106
Final row-event chain: 34|106
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1878\nPrecedence substitutions made: 7\nDependency chains followed: 1601\nBlocked by waiting-row occupant: 3187\nSubstituted events started: 8\nOccupied-space rejections: 6382\nMaximum scheduling-chain depth: 3\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 30 | standardDataset=274/282 (97.16%) | finalTwoRowRiskDispersionDataset=274/282 (97.16%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=LINKED_ROW_EVENT_CHAIN | finalTwoRowRiskDispersionFamily=LINKED_ROW_EVENT_CHAIN

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 42
EXTREME-OCCUPANCY HOLDOUT REPLICATION
************************************************************
Experiment seed: 7783790101901
Scenarios executed: 60
Successful completions: 38
Incomplete/MAX_TICKS: 22
Average completed ticks: 1599.43
Average waiting ticks: 535.66
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 1
Scenario seed: 8112011161113440395

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1292
Passengers seated: 353/353
Average waiting ticks: 590.48
Longest waiting passenger: P299->23A(LEFT)
Longest waiting ticks: 1237

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 7
Regions dissolved: 1
Repeated reconstructions avoided: 7
Largest region lifetime: 8
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=8
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3097
Maximum occupied tiles: 13
Seat events: 182
Single-blocker events: 42
Multiple-blocker events: 35
Temporary aisle reoccupations: 121

RIGHT AISLE
-----------
Total moves: 3057
Maximum occupied tiles: 15
Seat events: 171
Single-blocker events: 49
Multiple-blocker events: 24
Temporary aisle reoccupations: 103

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 153
Reservations granted: 153
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7682
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9191
Total stationary ticks: 214827
Seat-event requests: 372
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 805
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 805
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 372\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:52
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 1
Scenario seed: 8112011161113440395

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1292
Passengers seated: 353/353
Average waiting ticks: 590.48
Longest waiting passenger: P299->23A(LEFT)
Longest waiting ticks: 1237

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 7
Regions dissolved: 1
Repeated reconstructions avoided: 7
Largest region lifetime: 8
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=8
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3097
Maximum occupied tiles: 13
Seat events: 182
Single-blocker events: 42
Multiple-blocker events: 35
Temporary aisle reoccupations: 121

RIGHT AISLE
-----------
Total moves: 3057
Maximum occupied tiles: 15
Seat events: 171
Single-blocker events: 49
Multiple-blocker events: 24
Temporary aisle reoccupations: 103

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 153
Reservations granted: 153
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7682
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9191
Total stationary ticks: 214827
Seat-event requests: 372
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 805
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 805
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 372\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 01 | standardDataset=353/353 (100.00%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 2
Scenario seed: -6056132809683641225

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2714
Passengers seated: 302/353
Average waiting ticks: 663.88
Longest waiting passenger: P8->19A(LEFT)
Longest waiting ticks: 2714

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 6
Clusters detected: 6
Activations without intervention: 51
Cluster candidates evaluated: 147
Executable cluster candidates: 3
Rejected cluster candidates: 144
Cluster selections: 3
Cluster-selected events started: 3
Largest detected cluster: 35
Selected release potential total: 10
Last cluster decision: RIGHT:region=R6:result=LOWER_HIERARCHICAL_PRIORITY_DEFERRED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 6
Region updates: 3897
Regions dissolved: 4
Repeated reconstructions avoided: 3897
Largest region lifetime: 2258
Maximum simultaneous active regions: 2
Regions active at termination: 2
Last lifecycle event: UPDATE:R6:age=1589:occupied=6
Confirmation deferral ticks: 10
Regions reaching confirmation: 5
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1845
State changes reopening evaluation: 46
Region priority competitions: 1544
Regions ranked: 3088
Hierarchical selections: 1544
Lower-priority evaluations deferred: 1536
Highest selected priority score: 38610
Left/right priority wins: 1543/1
Priority ties: 0
Last priority decision: LEFT:R3:score=38610 | RIGHT:R6:score=6710 | selected=LEFT

LEFT AISLE
----------
Total moves: 2635
Maximum occupied tiles: 35
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 17
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 3034
Maximum occupied tiles: 13
Seat events: 168
Single-blocker events: 46
Multiple-blocker events: 22
Temporary aisle reoccupations: 93

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1948
Reservations granted: 1945
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 10
Remaining moving in aisle: 33
Remaining waiting at row: 8
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 59262
Longest unresolved passenger ID: 8
Longest unresolved row: 19
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 20
Longest dependency chain: P238(31G/LEFT) -> P44(16F/LEFT) -> P222(22G/LEFT) -> P286(35C/LEFT) -> P26(31C/LEFT) -> P303(16C/LEFT) -> P251(29B/LEFT) -> P300(33B/LEFT) -> P316(24D/LEFT) -> P128(26G/LEFT) -> P89(30B/LEFT) -> P329(27B/LEFT) -> P138(26F/LEFT) -> P273(36F/LEFT) -> P0(33E/LEFT) -> P16(32F/LEFT) -> P323(29C/LEFT) -> P219(32B/LEFT) -> P9(30C/LEFT) -> P253(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 238
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 33
Total blocked ticks: 81508
Total stationary ticks: 298512
Seat-event requests: 3774
Failed seat-event starts: 3472

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 253
Critical blocker identity: P253->29F(LEFT)
Direct fan-out: 1
Total indirect descendants: 19
Critical tree size including blocker: 20
Critical tree depth: 20
Frozen internal components: 8
Terminal WAITING_FOR_SEAT_EVENT nodes: 8
Unresolved internal passengers: 41
Unresolved outside passengers: 10
Unresolved internal passengers outside critical tree: 21
Critical blocker tree:
P253(29F/LEFT/WAITING_FOR_SEAT_EVENT)
  P9(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P219(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P323(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P16(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P0(33E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P273(36F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P138(26F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P329(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P89(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P128(26G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P316(24D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P300(33B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P251(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P303(16C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P26(31C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P286(35C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P222(22G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P44(16F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P238(31G/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 3472
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 1
Critical blocker required yield tiles: 30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 104
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 3
Waiting-row passengers with multiple blockers: 3
Yield-tile occupied failures: 3472
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 1635
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 3
Yield-occupant trace: yieldOccupant[104]: P104(32A/LEFT/MOVING_IN_AISLE@tile30) -> P335(33C/LEFT/MOVING_IN_AISLE@tile31) -> P264(32G/LEFT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P264->32G(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: P104{seat=32A,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=335,lastMoveTick=794,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 30|31
Current yield-tile occupants: 104|335
Final row-event chain: 253|104|335|264
Final row-event chain length: 4
Distinct row events in chain: 4
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 8
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3774\nPrecedence substitutions made: 4\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 5122\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:52
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 2
Scenario seed: -6056132809683641225

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2772
Passengers seated: 347/353
Average waiting ticks: 605.73
Longest waiting passenger: P277->32J(RIGHT)
Longest waiting ticks: 2709

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 6
Clusters detected: 6
Activations without intervention: 14
Cluster candidates evaluated: 20
Executable cluster candidates: 4
Rejected cluster candidates: 16
Cluster selections: 4
Cluster-selected events started: 4
Largest detected cluster: 6
Selected release potential total: 13
Last cluster decision: RIGHT:region=R6:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 6
Region updates: 1719
Regions dissolved: 5
Repeated reconstructions avoided: 1719
Largest region lifetime: 1648
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R6:age=1648:occupied=6
Confirmation deferral ticks: 10
Regions reaching confirmation: 5
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1587
State changes reopening evaluation: 9
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3113
Maximum occupied tiles: 14
Seat events: 179
Single-blocker events: 56
Multiple-blocker events: 26
Temporary aisle reoccupations: 114

RIGHT AISLE
-----------
Total moves: 3034
Maximum occupied tiles: 13
Seat events: 168
Single-blocker events: 46
Multiple-blocker events: 22
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 165
Reservations granted: 161
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7605
Longest unresolved passenger ID: 165
Longest unresolved row: 34
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P221(31J/RIGHT) -> P40(32E/RIGHT) -> P277(32J/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 221
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 19166
Total stationary ticks: 225106
Seat-event requests: 1988
Failed seat-event starts: 1641

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->32J(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P277(32J/RIGHT/WAITING_FOR_SEAT_EVENT)
  P40(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P221(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1641
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 33|34
Critical blocker unavailable yield tiles: 33|34
Critical blocker yield-tile occupants: 165|4
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1641
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 1022
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(34H/RIGHT/MOVING_IN_AISLE@tile33) -> P4(34D/RIGHT/WAITING_AT_ROW@tile34) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[4]: P4(34D/RIGHT/WAITING_AT_ROW@tile34) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P4->34D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=34H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=33,directBlocker=4,lastMoveTick=1113,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P4{seat=34D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=34,directBlocker=-1,lastMoveTick=1112,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 33|34
Current unavailable yield tiles: 33|34
Current yield-tile occupants: 165|4
Final row-event chain: 277|165|4
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1988\nPrecedence substitutions made: 4\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 8\nOccupied-space rejections: 3262\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 02 | standardDataset=302/353 (85.55%) | finalTwoRowRiskDispersionDataset=347/353 (98.30%) | seatedDelta=+45 | completionDelta=+12.75% | outsideDelta=-10 | clustersDetected=6 | clusterSelections=4 | clusterStarts=4 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | finalTwoRowRiskDispersionFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 3
Scenario seed: -4467270878143136996

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 849
Passengers seated: 235/235
Average waiting ticks: 385.05
Longest waiting passenger: P3->11B(LEFT)
Longest waiting ticks: 810

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 46
Regions dissolved: 4
Repeated reconstructions avoided: 46
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=8
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1735
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 22
Multiple-blocker events: 18
Temporary aisle reoccupations: 63

RIGHT AISLE
-----------
Total moves: 1663
Maximum occupied tiles: 12
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 9
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 137
Reservations granted: 137
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4582
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5648
Total stationary ticks: 94370
Seat-event requests: 258
Failed seat-event starts: 23

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 495
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 23
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 495
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 257\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:52
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 3
Scenario seed: -4467270878143136996

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 849
Passengers seated: 235/235
Average waiting ticks: 385.03
Longest waiting passenger: P3->11B(LEFT)
Longest waiting ticks: 810

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 46
Regions dissolved: 4
Repeated reconstructions avoided: 46
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=8
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1735
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 22
Multiple-blocker events: 18
Temporary aisle reoccupations: 63

RIGHT AISLE
-----------
Total moves: 1663
Maximum occupied tiles: 12
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 9
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 137
Reservations granted: 137
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4587
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5647
Total stationary ticks: 94369
Seat-event requests: 258
Failed seat-event starts: 23

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 491
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 23
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 491
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 257\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 03 | standardDataset=235/235 (100.00%) | finalTwoRowRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 4
Scenario seed: -9218435481530688141

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 98.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1292
Passengers seated: 353/353
Average waiting ticks: 588.57
Longest waiting passenger: P280->34H(RIGHT)
Longest waiting ticks: 1227

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 67
Regions dissolved: 3
Repeated reconstructions avoided: 67
Largest region lifetime: 37
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=37
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2840
Maximum occupied tiles: 12
Seat events: 173
Single-blocker events: 46
Multiple-blocker events: 25
Temporary aisle reoccupations: 100

RIGHT AISLE
-----------
Total moves: 3282
Maximum occupied tiles: 15
Seat events: 180
Single-blocker events: 51
Multiple-blocker events: 27
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 151
Reservations granted: 151
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7488
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9368
Total stationary ticks: 214158
Seat-event requests: 368
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 965
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 965
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 368\nPrecedence substitutions made: 9\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 10\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:52
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 4
Scenario seed: -9218435481530688141

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 98.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1292
Passengers seated: 353/353
Average waiting ticks: 588.30
Longest waiting passenger: P280->34H(RIGHT)
Longest waiting ticks: 1227

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 67
Regions dissolved: 3
Repeated reconstructions avoided: 67
Largest region lifetime: 37
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=37
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2840
Maximum occupied tiles: 12
Seat events: 173
Single-blocker events: 46
Multiple-blocker events: 25
Temporary aisle reoccupations: 100

RIGHT AISLE
-----------
Total moves: 3282
Maximum occupied tiles: 14
Seat events: 180
Single-blocker events: 51
Multiple-blocker events: 27
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 151
Reservations granted: 151
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7542
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9377
Total stationary ticks: 214076
Seat-event requests: 368
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 960
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 960
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 368\nPrecedence substitutions made: 9\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 10\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 04 | standardDataset=353/353 (100.00%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 5
Scenario seed: 18174656633749288

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 67.38%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2512
Passengers seated: 279/282
Average waiting ticks: 476.50
Longest waiting passenger: P97->29F(LEFT)
Longest waiting ticks: 2454

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1577
Regions dissolved: 0
Repeated reconstructions avoided: 1577
Largest region lifetime: 1578
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1578:occupied=3
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1565
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2126
Maximum occupied tiles: 13
Seat events: 135
Single-blocker events: 34
Multiple-blocker events: 17
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1669
Reservations granted: 1663
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5611
Longest unresolved passenger ID: 6
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P6(31D/LEFT) -> P60(31A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 6
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 11807
Total stationary ticks: 140764
Seat-event requests: 1859
Failed seat-event starts: 1580

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 60
Critical blocker identity: P60->31A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P60(31A/LEFT/WAITING_FOR_SEAT_EVENT)
  P6(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1574
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1574
Rear-boundary failures: 6
Middle-bank reservation failures: 6
Active-event deferrals: 732
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1865\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 1578\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:52
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 5
Scenario seed: 18174656633749288

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 67.38%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2512
Passengers seated: 279/282
Average waiting ticks: 476.53
Longest waiting passenger: P97->29F(LEFT)
Longest waiting ticks: 2454

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1577
Regions dissolved: 0
Repeated reconstructions avoided: 1577
Largest region lifetime: 1578
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1578:occupied=3
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1565
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2126
Maximum occupied tiles: 13
Seat events: 135
Single-blocker events: 34
Multiple-blocker events: 17
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1669
Reservations granted: 1663
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5601
Longest unresolved passenger ID: 6
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P6(31D/LEFT) -> P60(31A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 6
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 11794
Total stationary ticks: 140761
Seat-event requests: 1859
Failed seat-event starts: 1580

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 60
Critical blocker identity: P60->31A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P60(31A/LEFT/WAITING_FOR_SEAT_EVENT)
  P6(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1574
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1574
Rear-boundary failures: 6
Middle-bank reservation failures: 6
Active-event deferrals: 731
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1865\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 1578\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 05 | standardDataset=279/282 (98.94%) | finalTwoRowRiskDispersionDataset=279/282 (98.94%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | finalTwoRowRiskDispersionFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 6
Scenario seed: 531314812887669783

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 850
Passengers seated: 235/235
Average waiting ticks: 385.31
Longest waiting passenger: P27->24H(RIGHT)
Longest waiting ticks: 799

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1658
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1741
Maximum occupied tiles: 13
Seat events: 119
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 136
Reservations granted: 128
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4347
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5457
Total stationary ticks: 94158
Seat-event requests: 246
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 561
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 561
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 254\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:52
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 6
Scenario seed: 531314812887669783

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 850
Passengers seated: 235/235
Average waiting ticks: 385.31
Longest waiting passenger: P27->24H(RIGHT)
Longest waiting ticks: 799

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1658
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1741
Maximum occupied tiles: 13
Seat events: 119
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 136
Reservations granted: 128
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4347
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5457
Total stationary ticks: 94158
Seat-event requests: 246
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 561
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 561
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 254\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 06 | standardDataset=235/235 (100.00%) | finalTwoRowRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 7
Scenario seed: -6701040943463011102

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.49%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1240
Passengers seated: 353/353
Average waiting ticks: 582.62
Longest waiting passenger: P329->5A(LEFT)
Longest waiting ticks: 1189

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 4
Selected release potential total: 6
Last cluster decision: RIGHT:tiles18-20:occupied=3:anchor=P114:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 48
Regions dissolved: 3
Repeated reconstructions avoided: 48
Largest region lifetime: 29
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3105
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 48
Multiple-blocker events: 31
Temporary aisle reoccupations: 112

RIGHT AISLE
-----------
Total moves: 3073
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 17
Temporary aisle reoccupations: 92

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 158
Reservations granted: 154
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7810
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9782
Total stationary ticks: 212501
Seat-event requests: 377
Failed seat-event starts: 24

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 941
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 23
Rear-boundary failures: 1
Middle-bank reservation failures: 4
Active-event deferrals: 941
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 379\nPrecedence substitutions made: 2\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 32\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:52
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 7
Scenario seed: -6701040943463011102

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.49%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1240
Passengers seated: 353/353
Average waiting ticks: 582.61
Longest waiting passenger: P329->5A(LEFT)
Longest waiting ticks: 1189

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 4
Selected release potential total: 6
Last cluster decision: RIGHT:tiles18-20:occupied=3:anchor=P114:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 48
Regions dissolved: 3
Repeated reconstructions avoided: 48
Largest region lifetime: 29
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3105
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 48
Multiple-blocker events: 31
Temporary aisle reoccupations: 112

RIGHT AISLE
-----------
Total moves: 3073
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 17
Temporary aisle reoccupations: 92

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 158
Reservations granted: 154
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7825
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9791
Total stationary ticks: 212505
Seat-event requests: 376
Failed seat-event starts: 23

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 943
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 23
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 943
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 378\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 07 | standardDataset=353/353 (100.00%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 8
Scenario seed: 3811266483724439093

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1013
Passengers seated: 282/282
Average waiting ticks: 461.68
Longest waiting passenger: P131->10B(LEFT)
Longest waiting ticks: 957

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 6
Selected release potential total: 7
Last cluster decision: LEFT:tiles22-25:occupied=3:anchor=P257:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 57
Regions dissolved: 2
Repeated reconstructions avoided: 57
Largest region lifetime: 49
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=49
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2211
Maximum occupied tiles: 13
Seat events: 143
Single-blocker events: 41
Multiple-blocker events: 18
Temporary aisle reoccupations: 77

RIGHT AISLE
-----------
Total moves: 2150
Maximum occupied tiles: 13
Seat events: 139
Single-blocker events: 37
Multiple-blocker events: 13
Temporary aisle reoccupations: 63

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 95
Reservations granted: 95
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5599
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7192
Total stationary ticks: 134990
Seat-event requests: 300
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 818
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 818
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:52
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 8
Scenario seed: 3811266483724439093

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1013
Passengers seated: 282/282
Average waiting ticks: 461.77
Longest waiting passenger: P131->10B(LEFT)
Longest waiting ticks: 957

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 3
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 4
Last cluster decision: LEFT:tiles1-8:occupied=6:anchor=P129:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 43
Regions dissolved: 1
Repeated reconstructions avoided: 43
Largest region lifetime: 44
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=44
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2211
Maximum occupied tiles: 13
Seat events: 143
Single-blocker events: 41
Multiple-blocker events: 18
Temporary aisle reoccupations: 77

RIGHT AISLE
-----------
Total moves: 2150
Maximum occupied tiles: 13
Seat events: 139
Single-blocker events: 37
Multiple-blocker events: 13
Temporary aisle reoccupations: 63

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 95
Reservations granted: 95
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5589
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7168
Total stationary ticks: 134981
Seat-event requests: 295
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 836
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 836
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 294\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 08 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 9
Scenario seed: -3814949503416810644

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 88.51%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 920
Passengers seated: 235/235
Average waiting ticks: 387.24
Longest waiting passenger: P132->17C(LEFT)
Longest waiting ticks: 882

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 7
Regions dissolved: 1
Repeated reconstructions avoided: 7
Largest region lifetime: 8
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=8
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1955
Maximum occupied tiles: 12
Seat events: 131
Single-blocker events: 35
Multiple-blocker events: 19
Temporary aisle reoccupations: 75

RIGHT AISLE
-----------
Total moves: 1429
Maximum occupied tiles: 13
Seat events: 104
Single-blocker events: 27
Multiple-blocker events: 7
Temporary aisle reoccupations: 43

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4542
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5649
Total stationary ticks: 94882
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 502
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 502
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:52
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 9
Scenario seed: -3814949503416810644

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 88.51%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 920
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P132->17C(LEFT)
Longest waiting ticks: 882

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1955
Maximum occupied tiles: 12
Seat events: 131
Single-blocker events: 35
Multiple-blocker events: 19
Temporary aisle reoccupations: 75

RIGHT AISLE
-----------
Total moves: 1429
Maximum occupied tiles: 13
Seat events: 104
Single-blocker events: 27
Multiple-blocker events: 7
Temporary aisle reoccupations: 43

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4542
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5628
Total stationary ticks: 94876
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 499
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 499
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 09 | standardDataset=235/235 (100.00%) | finalTwoRowRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 10
Scenario seed: 139157955229496041

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 461.02
Longest waiting passenger: P176->9H(RIGHT)
Longest waiting ticks: 961

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2150
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 47
Multiple-blocker events: 9
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 14
Seat events: 145
Single-blocker events: 39
Multiple-blocker events: 13
Temporary aisle reoccupations: 65

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 98
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5774
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7193
Total stationary ticks: 134982
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 717
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 717
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 288\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:52
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 10
Scenario seed: 139157955229496041

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 461.05
Longest waiting passenger: P176->9H(RIGHT)
Longest waiting ticks: 961

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 3
Regions dissolved: 1
Repeated reconstructions avoided: 3
Largest region lifetime: 4
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=4
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2150
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 47
Multiple-blocker events: 9
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 14
Seat events: 145
Single-blocker events: 39
Multiple-blocker events: 13
Temporary aisle reoccupations: 65

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 98
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5769
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7214
Total stationary ticks: 134988
Seat-event requests: 289
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 731
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 731
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 10 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 11
Scenario seed: 7426425998591461158

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1038
Passengers seated: 282/282
Average waiting ticks: 476.24
Longest waiting passenger: P52->30I(RIGHT)
Longest waiting ticks: 975

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 12
Seat events: 139
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 63

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 11
Seat events: 143
Single-blocker events: 45
Multiple-blocker events: 13
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 106
Reservations granted: 97
Reservations denied/waited: 9
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5223
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6329
Total stationary ticks: 138530
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 591
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 9
Active-event deferrals: 591
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:52
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 11
Scenario seed: 7426425998591461158

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1038
Passengers seated: 282/282
Average waiting ticks: 475.94
Longest waiting passenger: P52->30I(RIGHT)
Longest waiting ticks: 975

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 12
Seat events: 139
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 63

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 11
Seat events: 143
Single-blocker events: 45
Multiple-blocker events: 13
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 107
Reservations granted: 97
Reservations denied/waited: 10
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5300
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6395
Total stationary ticks: 138513
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 590
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 10
Active-event deferrals: 590
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 11 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 12
Scenario seed: -8295871527466017660

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1048
Passengers seated: 282/282
Average waiting ticks: 462.85
Longest waiting passenger: P112->16G(RIGHT)
Longest waiting ticks: 986

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1973
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 12
Temporary aisle reoccupations: 58

RIGHT AISLE
-----------
Total moves: 2397
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 38
Multiple-blocker events: 22
Temporary aisle reoccupations: 82

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 100
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5834
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7362
Total stationary ticks: 135618
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:52
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 12
Scenario seed: -8295871527466017660

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1048
Passengers seated: 282/282
Average waiting ticks: 462.75
Longest waiting passenger: P112->16G(RIGHT)
Longest waiting ticks: 986

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1973
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 33
Multiple-blocker events: 13
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 2397
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 37
Multiple-blocker events: 22
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 100
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5884
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7386
Total stationary ticks: 135627
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 709
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 709
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 299\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 12 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 13
Scenario seed: -8055353810995374288

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2323
Passengers seated: 224/235
Average waiting ticks: 409.51
Longest waiting passenger: P1->20F(LEFT)
Longest waiting ticks: 2289

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 8
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 8
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1529
Regions dissolved: 2
Repeated reconstructions avoided: 1529
Largest region lifetime: 1491
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1491:occupied=8
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1481
State changes reopening evaluation: 7
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1819
Maximum occupied tiles: 12
Seat events: 114
Single-blocker events: 31
Multiple-blocker events: 11
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1515
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 29
Multiple-blocker events: 9
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1619
Reservations granted: 1619
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 9
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 13720
Longest unresolved passenger ID: 229
Longest unresolved row: 29
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 8
Longest dependency chain: P83(30C/LEFT) -> P160(27E/LEFT) -> P192(23B/LEFT) -> P0(18C/LEFT) -> P87(20B/LEFT) -> P125(27B/LEFT) -> P165(28D/LEFT) -> P1(20F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 83
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 9
Total blocked ticks: 21330
Total stationary ticks: 112907
Seat-event requests: 1731
Failed seat-event starts: 1507

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 1
Critical blocker identity: P1->20F(LEFT)
Direct fan-out: 1
Total indirect descendants: 7
Critical tree size including blocker: 8
Critical tree depth: 8
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 11
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P1(20F/LEFT/WAITING_FOR_SEAT_EVENT)
  P165(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P125(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P87(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P0(18C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P192(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P160(27E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P83(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1507
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 21|22|23
Critical blocker unavailable yield tiles: 23
Critical blocker yield-tile occupants: 166
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1507
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 476
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 3
Yield-occupant trace: yieldOccupant[166]: P166(30E/LEFT/MOVING_IN_AISLE@tile23) -> P229(29C/LEFT/MOVING_IN_AISLE@tile24) -> P103(25C/LEFT/WAITING_AT_ROW@tile25) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P103->25C(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P166{seat=30E,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=23,directBlocker=229,lastMoveTick=816,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 21|22|23
Current unavailable yield tiles: 23
Current yield-tile occupants: 166
Final row-event chain: 1|166|229|103
Final row-event chain length: 4
Distinct row events in chain: 4
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1731\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 5\nOccupied-space rejections: 1511\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:52
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 13
Scenario seed: -8055353810995374288

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2323
Passengers seated: 224/235
Average waiting ticks: 409.60
Longest waiting passenger: P1->20F(LEFT)
Longest waiting ticks: 2289

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 8
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 8
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1529
Regions dissolved: 2
Repeated reconstructions avoided: 1529
Largest region lifetime: 1491
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1491:occupied=8
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1481
State changes reopening evaluation: 7
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1819
Maximum occupied tiles: 12
Seat events: 114
Single-blocker events: 31
Multiple-blocker events: 11
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1515
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 29
Multiple-blocker events: 9
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1619
Reservations granted: 1619
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 9
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 13711
Longest unresolved passenger ID: 229
Longest unresolved row: 29
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 8
Longest dependency chain: P83(30C/LEFT) -> P160(27E/LEFT) -> P192(23B/LEFT) -> P0(18C/LEFT) -> P87(20B/LEFT) -> P125(27B/LEFT) -> P165(28D/LEFT) -> P1(20F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 83
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 9
Total blocked ticks: 21335
Total stationary ticks: 112908
Seat-event requests: 1731
Failed seat-event starts: 1507

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 1
Critical blocker identity: P1->20F(LEFT)
Direct fan-out: 1
Total indirect descendants: 7
Critical tree size including blocker: 8
Critical tree depth: 8
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 11
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P1(20F/LEFT/WAITING_FOR_SEAT_EVENT)
  P165(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P125(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P87(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P0(18C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P192(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P160(27E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P83(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1507
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 21|22|23
Critical blocker unavailable yield tiles: 23
Critical blocker yield-tile occupants: 166
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1507
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 497
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 3
Yield-occupant trace: yieldOccupant[166]: P166(30E/LEFT/MOVING_IN_AISLE@tile23) -> P229(29C/LEFT/MOVING_IN_AISLE@tile24) -> P103(25C/LEFT/WAITING_AT_ROW@tile25) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P103->25C(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P166{seat=30E,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=23,directBlocker=229,lastMoveTick=823,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 21|22|23
Current unavailable yield tiles: 23
Current yield-tile occupants: 166
Final row-event chain: 1|166|229|103
Final row-event chain length: 4
Distinct row events in chain: 4
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1731\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 5\nOccupied-space rejections: 1511\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 13 | standardDataset=224/235 (95.32%) | finalTwoRowRiskDispersionDataset=224/235 (95.32%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=MOVING_PASSENGER_YIELD_CHAIN | finalTwoRowRiskDispersionFamily=MOVING_PASSENGER_YIELD_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 14
Scenario seed: -457221805872256975

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2754
Passengers seated: 350/353
Average waiting ticks: 592.43
Longest waiting passenger: P342->34J(RIGHT)
Longest waiting ticks: 2674

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 4
Cluster candidates evaluated: 5
Executable cluster candidates: 2
Rejected cluster candidates: 3
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 4
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1576
Regions dissolved: 2
Repeated reconstructions avoided: 1576
Largest region lifetime: 1549
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1549:occupied=3
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1539
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3091
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 53
Multiple-blocker events: 20
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 3066
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 47
Multiple-blocker events: 21
Temporary aisle reoccupations: 89

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 155
Reservations granted: 152
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7560
Longest unresolved passenger ID: 32
Longest unresolved row: 34
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P32(34D/RIGHT) -> P342(34J/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 32
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 14220
Total stationary ticks: 217253
Seat-event requests: 1935
Failed seat-event starts: 1585

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 342
Critical blocker identity: P342->34J(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P342(34J/RIGHT/WAITING_FOR_SEAT_EVENT)
  P32(34D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1585
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 35|36
Critical blocker unavailable yield tiles: 36
Critical blocker yield-tile occupants: 54
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1585
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 991
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[54]: P54(36E/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P54->36E(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P54{seat=36E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=1164,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 35|36
Current unavailable yield tiles: 36
Current yield-tile occupants: 54
Final row-event chain: 342|54
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1936\nPrecedence substitutions made: 3\nDependency chains followed: 1563\nBlocked by waiting-row occupant: 1563\nSubstituted events started: 7\nOccupied-space rejections: 1589\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:52
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 14
Scenario seed: -457221805872256975

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2754
Passengers seated: 348/353
Average waiting ticks: 588.02
Longest waiting passenger: P208->36I(RIGHT)
Longest waiting ticks: 2688

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 5
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1609
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1609:occupied=5
Confirmation deferral ticks: 5
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1569
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3091
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 53
Multiple-blocker events: 20
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 3061
Maximum occupied tiles: 13
Seat events: 170
Single-blocker events: 46
Multiple-blocker events: 20
Temporary aisle reoccupations: 86

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 155
Reservations granted: 152
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7410
Longest unresolved passenger ID: 283
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P32(34D/RIGHT) -> P342(34J/RIGHT) -> P54(36E/RIGHT) -> P283(36J/RIGHT) -> P208(36I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 32
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 17344
Total stationary ticks: 220392
Seat-event requests: 1956
Failed seat-event starts: 1608

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 208
Critical blocker identity: P208->36I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P208(36I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P283(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P54(36E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P342(34J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P32(34D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1583
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 1
Critical blocker required yield tiles: 37
Critical blocker unavailable yield tiles: 37
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 25
Rear-boundary failures: 1583
Middle-bank reservation failures: 3
Active-event deferrals: 975
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 37
Current unavailable yield tiles: 37
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1957\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 29\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 14 | standardDataset=350/353 (99.15%) | finalTwoRowRiskDispersionDataset=348/353 (98.58%) | seatedDelta=-2 | completionDelta=-0.57% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=true | standardFamily=LINKED_ROW_EVENT_CHAIN | finalTwoRowRiskDispersionFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 15
Scenario seed: 4062907901791905793

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 997
Passengers seated: 282/282
Average waiting ticks: 460.21
Longest waiting passenger: P9->22G(RIGHT)
Longest waiting ticks: 933

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 3
Cluster candidates evaluated: 3
Executable cluster candidates: 2
Rejected cluster candidates: 1
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 7
Selected release potential total: 10
Last cluster decision: RIGHT:tiles11-17:occupied=5:anchor=P65:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 50
Regions dissolved: 1
Repeated reconstructions avoided: 50
Largest region lifetime: 51
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=51
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2233
Maximum occupied tiles: 11
Seat events: 140
Single-blocker events: 35
Multiple-blocker events: 12
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 2129
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 44
Multiple-blocker events: 18
Temporary aisle reoccupations: 80

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 93
Reservations granted: 93
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5878
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7413
Total stationary ticks: 134982
Seat-event requests: 294
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 679
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 679
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:52
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 15
Scenario seed: 4062907901791905793

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 997
Passengers seated: 282/282
Average waiting ticks: 460.20
Longest waiting passenger: P9->22G(RIGHT)
Longest waiting ticks: 933

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 3
Cluster candidates evaluated: 3
Executable cluster candidates: 2
Rejected cluster candidates: 1
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 7
Selected release potential total: 10
Last cluster decision: RIGHT:tiles11-17:occupied=5:anchor=P65:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 50
Regions dissolved: 1
Repeated reconstructions avoided: 50
Largest region lifetime: 51
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=51
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2233
Maximum occupied tiles: 11
Seat events: 140
Single-blocker events: 35
Multiple-blocker events: 12
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 2129
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 44
Multiple-blocker events: 18
Temporary aisle reoccupations: 80

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 93
Reservations granted: 93
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5878
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7406
Total stationary ticks: 134980
Seat-event requests: 294
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 673
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 673
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 15 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 16
Scenario seed: -8950795278425470047

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 871
Passengers seated: 235/235
Average waiting ticks: 383.03
Longest waiting passenger: P128->5B(LEFT)
Longest waiting ticks: 818

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1858
Maximum occupied tiles: 11
Seat events: 125
Single-blocker events: 33
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1550
Maximum occupied tiles: 11
Seat events: 110
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 127
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4307
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5477
Total stationary ticks: 93689
Seat-event requests: 245
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 551
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 551
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 247\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:52
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 16
Scenario seed: -8950795278425470047

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 871
Passengers seated: 235/235
Average waiting ticks: 383.03
Longest waiting passenger: P128->5B(LEFT)
Longest waiting ticks: 818

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1858
Maximum occupied tiles: 11
Seat events: 125
Single-blocker events: 33
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1550
Maximum occupied tiles: 11
Seat events: 110
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 127
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4307
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5477
Total stationary ticks: 93689
Seat-event requests: 245
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 551
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 551
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 247\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 16 | standardDataset=235/235 (100.00%) | finalTwoRowRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 17
Scenario seed: -5993034706659066824

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2462
Passengers seated: 272/282
Average waiting ticks: 465.14
Longest waiting passenger: P226->32I(RIGHT)
Longest waiting ticks: 2400

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 5
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 10
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1708
Regions dissolved: 0
Repeated reconstructions avoided: 1708
Largest region lifetime: 1709
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1709:occupied=10
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1558
State changes reopening evaluation: 4
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2175
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 42
Multiple-blocker events: 15
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2181
Maximum occupied tiles: 18
Seat events: 135
Single-blocker events: 40
Multiple-blocker events: 13
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 97
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 9
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 14808
Longest unresolved passenger ID: 121
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 10
Longest dependency chain: P207(29G/RIGHT) -> P59(26E/RIGHT) -> P117(32E/RIGHT) -> P149(31I/RIGHT) -> P78(31E/RIGHT) -> P187(29I/RIGHT) -> P154(30H/RIGHT) -> P172(31G/RIGHT) -> P121(32H/RIGHT) -> P226(32I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 207
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 9
Total blocked ticks: 22820
Total stationary ticks: 150192
Seat-event requests: 1851
Failed seat-event starts: 1579

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 226
Critical blocker identity: P226->32I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 9
Critical tree size including blocker: 10
Critical tree depth: 10
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 10
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P226(32I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P121(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P172(31G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P154(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P187(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P78(31E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P149(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P117(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P59(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P207(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1567
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 1
Critical blocker required yield tiles: 33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 1567
Middle-bank reservation failures: 4
Active-event deferrals: 721
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1855\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:53
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 17
Scenario seed: -5993034706659066824

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2462
Passengers seated: 272/282
Average waiting ticks: 465.23
Longest waiting passenger: P226->32I(RIGHT)
Longest waiting ticks: 2397

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 5
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 10
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1708
Regions dissolved: 0
Repeated reconstructions avoided: 1708
Largest region lifetime: 1709
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1709:occupied=10
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1558
State changes reopening evaluation: 4
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2175
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 42
Multiple-blocker events: 15
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2181
Maximum occupied tiles: 18
Seat events: 135
Single-blocker events: 40
Multiple-blocker events: 13
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 97
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 9
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 14804
Longest unresolved passenger ID: 121
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 10
Longest dependency chain: P207(29G/RIGHT) -> P59(26E/RIGHT) -> P117(32E/RIGHT) -> P149(31I/RIGHT) -> P78(31E/RIGHT) -> P187(29I/RIGHT) -> P154(30H/RIGHT) -> P172(31G/RIGHT) -> P121(32H/RIGHT) -> P226(32I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 207
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 9
Total blocked ticks: 22805
Total stationary ticks: 150187
Seat-event requests: 1851
Failed seat-event starts: 1579

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 226
Critical blocker identity: P226->32I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 9
Critical tree size including blocker: 10
Critical tree depth: 10
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 10
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P226(32I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P121(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P172(31G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P154(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P187(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P78(31E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P149(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P117(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P59(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P207(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1567
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 1
Critical blocker required yield tiles: 33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 1567
Middle-bank reservation failures: 4
Active-event deferrals: 733
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1855\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 17 | standardDataset=272/282 (96.45%) | finalTwoRowRiskDispersionDataset=272/282 (96.45%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | finalTwoRowRiskDispersionFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 18
Scenario seed: 8947593190842218294

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 997
Passengers seated: 282/282
Average waiting ticks: 464.79
Longest waiting passenger: P235->25A(LEFT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2262
Maximum occupied tiles: 11
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 18
Temporary aisle reoccupations: 69

RIGHT AISLE
-----------
Total moves: 2126
Maximum occupied tiles: 15
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 17
Temporary aisle reoccupations: 75

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6957
Total stationary ticks: 135735
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 725
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 725
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:53
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 18
Scenario seed: 8947593190842218294

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 997
Passengers seated: 282/282
Average waiting ticks: 464.83
Longest waiting passenger: P235->25A(LEFT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2262
Maximum occupied tiles: 11
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 18
Temporary aisle reoccupations: 69

RIGHT AISLE
-----------
Total moves: 2126
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 17
Temporary aisle reoccupations: 75

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5595
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6886
Total stationary ticks: 135714
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 694
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 694
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 18 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 19
Scenario seed: -3071790934870179305

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.74%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 833
Passengers seated: 235/235
Average waiting ticks: 380.66
Longest waiting passenger: P185->4H(RIGHT)
Longest waiting ticks: 773

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 6
Last cluster decision: RIGHT:tiles9-12:occupied=3:anchor=P225:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 37
Regions dissolved: 3
Repeated reconstructions avoided: 37
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=13
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1680
Maximum occupied tiles: 12
Seat events: 116
Single-blocker events: 38
Multiple-blocker events: 7
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1742
Maximum occupied tiles: 13
Seat events: 119
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 130
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4682
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5910
Total stationary ticks: 93445
Seat-event requests: 252
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 626
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 626
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 7\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:53
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 19
Scenario seed: -3071790934870179305

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.74%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 833
Passengers seated: 235/235
Average waiting ticks: 380.66
Longest waiting passenger: P185->4H(RIGHT)
Longest waiting ticks: 773

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 6
Last cluster decision: RIGHT:tiles9-12:occupied=3:anchor=P225:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 37
Regions dissolved: 3
Repeated reconstructions avoided: 37
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=13
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1680
Maximum occupied tiles: 12
Seat events: 116
Single-blocker events: 38
Multiple-blocker events: 7
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1742
Maximum occupied tiles: 13
Seat events: 119
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 130
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4682
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5910
Total stationary ticks: 93445
Seat-event requests: 252
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 626
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 626
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 7\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 19 | standardDataset=235/235 (100.00%) | finalTwoRowRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 20
Scenario seed: -4277139289941249147

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.50%
Blocker-prone seat share (topology component): 67.38%
Aisle-assignment balance: 96.45%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2523
Passengers seated: 276/282
Average waiting ticks: 495.66
Longest waiting passenger: P93->28I(RIGHT)
Longest waiting ticks: 2480

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 4
Cluster candidates evaluated: 4
Executable cluster candidates: 0
Rejected cluster candidates: 4
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1611
Regions dissolved: 0
Repeated reconstructions avoided: 1611
Largest region lifetime: 1612
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1612:occupied=5
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1536
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 136
Single-blocker events: 45
Multiple-blocker events: 16
Temporary aisle reoccupations: 77

RIGHT AISLE
-----------
Total moves: 2229
Maximum occupied tiles: 14
Seat events: 140
Single-blocker events: 56
Multiple-blocker events: 8
Temporary aisle reoccupations: 72

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5671
Longest unresolved passenger ID: 91
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P275(32F/RIGHT) -> P246(32G/RIGHT) -> P218(30F/RIGHT) -> P93(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 275
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 15939
Total stationary ticks: 148649
Seat-event requests: 1851
Failed seat-event starts: 1575

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 93
Critical blocker identity: P93->28I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P93(28I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P218(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P246(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P275(32F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1575
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 249
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1575
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 820
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[249]: P249(30I/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P249->30I(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P249{seat=30I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=815,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 249
Final row-event chain: 93|249
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1851\nPrecedence substitutions made: 1\nDependency chains followed: 1568\nBlocked by waiting-row occupant: 3115\nSubstituted events started: 1\nOccupied-space rejections: 6237\nMaximum scheduling-chain depth: 3\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:53
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 20
Scenario seed: -4277139289941249147

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.50%
Blocker-prone seat share (topology component): 67.38%
Aisle-assignment balance: 96.45%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2523
Passengers seated: 276/282
Average waiting ticks: 495.65
Longest waiting passenger: P93->28I(RIGHT)
Longest waiting ticks: 2480

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 4
Cluster candidates evaluated: 4
Executable cluster candidates: 0
Rejected cluster candidates: 4
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1611
Regions dissolved: 0
Repeated reconstructions avoided: 1611
Largest region lifetime: 1612
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1612:occupied=5
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1536
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 136
Single-blocker events: 45
Multiple-blocker events: 16
Temporary aisle reoccupations: 77

RIGHT AISLE
-----------
Total moves: 2229
Maximum occupied tiles: 14
Seat events: 140
Single-blocker events: 56
Multiple-blocker events: 8
Temporary aisle reoccupations: 72

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5678
Longest unresolved passenger ID: 91
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P275(32F/RIGHT) -> P246(32G/RIGHT) -> P218(30F/RIGHT) -> P93(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 275
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 15956
Total stationary ticks: 148656
Seat-event requests: 1851
Failed seat-event starts: 1575

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 93
Critical blocker identity: P93->28I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P93(28I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P218(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P246(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P275(32F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1575
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 249
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1575
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 826
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[249]: P249(30I/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P249->30I(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P249{seat=30I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=815,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 249
Final row-event chain: 93|249
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1851\nPrecedence substitutions made: 1\nDependency chains followed: 1568\nBlocked by waiting-row occupant: 3115\nSubstituted events started: 1\nOccupied-space rejections: 6237\nMaximum scheduling-chain depth: 3\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 20 | standardDataset=276/282 (97.87%) | finalTwoRowRiskDispersionDataset=276/282 (97.87%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=LINKED_ROW_EVENT_CHAIN | finalTwoRowRiskDispersionFamily=LINKED_ROW_EVENT_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 21
Scenario seed: 2156042196335317824

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2509
Passengers seated: 280/282
Average waiting ticks: 465.41
Longest waiting passenger: P120->32F(LEFT)
Longest waiting ticks: 2432

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles19-24:occupied=5:anchor=P160:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 26
Regions dissolved: 1
Repeated reconstructions avoided: 26
Largest region lifetime: 27
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=27
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2155
Maximum occupied tiles: 15
Seat events: 136
Single-blocker events: 40
Multiple-blocker events: 15
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2213
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 31
Multiple-blocker events: 20
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1670
Reservations granted: 1670
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: 44
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P44(32C/LEFT) -> P120(32F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 44
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 10298
Total stationary ticks: 137703
Seat-event requests: 1872
Failed seat-event starts: 1592

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 120
Critical blocker identity: P120->32F(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P120(32F/LEFT/WAITING_FOR_SEAT_EVENT)
  P44(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1573
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 33|34
Critical blocker unavailable yield tiles: 33|34
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 19
Rear-boundary failures: 1573
Middle-bank reservation failures: 0
Active-event deferrals: 729
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 33|34
Current unavailable yield tiles: 33|34
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1871\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:53
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 21
Scenario seed: 2156042196335317824

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2509
Passengers seated: 280/282
Average waiting ticks: 465.39
Longest waiting passenger: P120->32F(LEFT)
Longest waiting ticks: 2432

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles19-24:occupied=5:anchor=P160:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 26
Regions dissolved: 1
Repeated reconstructions avoided: 26
Largest region lifetime: 27
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=27
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2155
Maximum occupied tiles: 15
Seat events: 136
Single-blocker events: 40
Multiple-blocker events: 15
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2213
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 31
Multiple-blocker events: 20
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1670
Reservations granted: 1670
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5614
Longest unresolved passenger ID: 44
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P44(32C/LEFT) -> P120(32F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 44
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 10312
Total stationary ticks: 137707
Seat-event requests: 1872
Failed seat-event starts: 1592

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 120
Critical blocker identity: P120->32F(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P120(32F/LEFT/WAITING_FOR_SEAT_EVENT)
  P44(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1573
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 33|34
Critical blocker unavailable yield tiles: 33|34
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 19
Rear-boundary failures: 1573
Middle-bank reservation failures: 0
Active-event deferrals: 732
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 33|34
Current unavailable yield tiles: 33|34
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1871\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 21 | standardDataset=280/282 (99.29%) | finalTwoRowRiskDispersionDataset=280/282 (99.29%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | finalTwoRowRiskDispersionFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 22
Scenario seed: -5766723168729519310

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 96.32%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2745
Passengers seated: 277/353
Average waiting ticks: 763.89
Longest waiting passenger: P6->14I(RIGHT)
Longest waiting ticks: 2745

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 5
Clusters detected: 5
Activations without intervention: 36
Cluster candidates evaluated: 58
Executable cluster candidates: 0
Rejected cluster candidates: 58
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 36
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 5
Region updates: 4062
Regions dissolved: 3
Repeated reconstructions avoided: 4062
Largest region lifetime: 2370
Maximum simultaneous active regions: 3
Regions active at termination: 2
Last lifecycle event: UPDATE:R1:age=2370:occupied=36
Confirmation deferral ticks: 7
Regions reaching confirmation: 2
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 2084
State changes reopening evaluation: 34
Region priority competitions: 1569
Regions ranked: 3138
Hierarchical selections: 1569
Lower-priority evaluations deferred: 1546
Highest selected priority score: 39710
Left/right priority wins: 0/1569
Priority ties: 0
Last priority decision: LEFT:R4:score=7810 | RIGHT:R1:score=39710 | selected=RIGHT

LEFT AISLE
----------
Total moves: 3174
Maximum occupied tiles: 16
Seat events: 176
Single-blocker events: 40
Multiple-blocker events: 22
Temporary aisle reoccupations: 88

RIGHT AISLE
-----------
Total moves: 2127
Maximum occupied tiles: 36
Seat events: 101
Single-blocker events: 20
Multiple-blocker events: 10
Temporary aisle reoccupations: 42

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2198
Reservations granted: 2198
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 33
Remaining moving in aisle: 37
Remaining waiting at row: 6
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 74808
Longest unresolved passenger ID: 6
Longest unresolved row: 14
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 25
Longest dependency chain: P311(16F/RIGHT) -> P292(5J/RIGHT) -> P309(25H/RIGHT) -> P68(35E/RIGHT) -> P318(34I/RIGHT) -> P105(17H/RIGHT) -> P203(32I/RIGHT) -> P103(27G/RIGHT) -> P152(36H/RIGHT) -> P125(31D/RIGHT) -> P308(20I/RIGHT) -> P143(29E/RIGHT) -> P100(14J/RIGHT) -> P211(15I/RIGHT) -> P259(30J/RIGHT) -> P135(28I/RIGHT) -> P42(21I/RIGHT) -> P181(32D/RIGHT) -> P139(25I/RIGHT) -> P194(28F/RIGHT) -> P55(32H/RIGHT) -> P243(28J/RIGHT) -> P296(28D/RIGHT) -> P217(30I/RIGHT) -> P140(25E/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 311
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 37
Total blocked ticks: 93355
Total stationary ticks: 349294
Seat-event requests: 3976
Failed seat-event starts: 3699

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 140
Critical blocker identity: P140->25E(RIGHT)
Direct fan-out: 1
Total indirect descendants: 24
Critical tree size including blocker: 25
Critical tree depth: 25
Frozen internal components: 6
Terminal WAITING_FOR_SEAT_EVENT nodes: 6
Unresolved internal passengers: 43
Unresolved outside passengers: 33
Unresolved internal passengers outside critical tree: 18
Critical blocker tree:
P140(25E/RIGHT/WAITING_FOR_SEAT_EVENT)
  P217(30I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P296(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P243(28J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P55(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P194(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P139(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P181(32D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P42(21I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P135(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P259(30J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P211(15I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P100(14J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P143(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P308(20I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P125(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P152(36H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P103(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P203(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P105(17H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P318(34I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P68(35E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P309(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P292(5J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P311(16F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 3649
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 26|27
Critical blocker unavailable yield tiles: 26|27
Critical blocker yield-tile occupants: 20|218
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 3
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 3649
Rear-boundary failures: 50
Middle-bank reservation failures: 0
Active-event deferrals: 1207
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 8
Yield-occupant trace: yieldOccupant[20]: P20(32F/RIGHT/MOVING_IN_AISLE@tile26) -> P218(36J/RIGHT/MOVING_IN_AISLE@tile27) -> P5(30H/RIGHT/MOVING_IN_AISLE@tile28) -> P33(31J/RIGHT/MOVING_IN_AISLE@tile29) -> P236(33D/RIGHT/MOVING_IN_AISLE@tile30) -> P238(34F/RIGHT/MOVING_IN_AISLE@tile31) -> P14(34H/RIGHT/MOVING_IN_AISLE@tile32) -> P214(33I/RIGHT/WAITING_AT_ROW@tile33) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[218]: P218(36J/RIGHT/MOVING_IN_AISLE@tile27) -> P5(30H/RIGHT/MOVING_IN_AISLE@tile28) -> P33(31J/RIGHT/MOVING_IN_AISLE@tile29) -> P236(33D/RIGHT/MOVING_IN_AISLE@tile30) -> P238(34F/RIGHT/MOVING_IN_AISLE@tile31) -> P14(34H/RIGHT/MOVING_IN_AISLE@tile32) -> P214(33I/RIGHT/WAITING_AT_ROW@tile33) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P214->33I(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P20{seat=32F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=26,directBlocker=218,lastMoveTick=657,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P218{seat=36J,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=5,lastMoveTick=649,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 26|27
Current unavailable yield tiles: 26|27
Current yield-tile occupants: 20|218
Final row-event chain: 140|20|218|5|33|236|238|14|214
Final row-event chain length: 9
Distinct row events in chain: 9
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 6
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3976\nPrecedence substitutions made: 2\nDependency chains followed: 41\nBlocked by waiting-row occupant: 41\nSubstituted events started: 2\nOccupied-space rejections: 3675\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:53
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 22
Scenario seed: -5766723168729519310

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 96.32%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2745
Passengers seated: 346/353
Average waiting ticks: 596.96
Longest waiting passenger: P147->35A(LEFT)
Longest waiting ticks: 2680

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 7
Cluster candidates evaluated: 12
Executable cluster candidates: 0
Rejected cluster candidates: 12
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 7
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 1708
Regions dissolved: 3
Repeated reconstructions avoided: 1708
Largest region lifetime: 1648
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1648:occupied=7
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 1540
State changes reopening evaluation: 6
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3174
Maximum occupied tiles: 15
Seat events: 176
Single-blocker events: 37
Multiple-blocker events: 26
Temporary aisle reoccupations: 94

RIGHT AISLE
-----------
Total moves: 2997
Maximum occupied tiles: 15
Seat events: 170
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 107

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 148
Reservations granted: 148
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7949
Longest unresolved passenger ID: 23
Longest unresolved row: 35
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P196(34A/LEFT) -> P23(35B/LEFT) -> P147(35A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 196
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 20676
Total stationary ticks: 223824
Seat-event requests: 1918
Failed seat-event starts: 1572

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 3
Critical blocker identity: P3->32A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 7
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P3(32A/LEFT/WAITING_FOR_SEAT_EVENT)
  P128(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P290(34B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1572
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 33|34
Critical blocker unavailable yield tiles: 33|34
Critical blocker yield-tile occupants: 196|23
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1572
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 974
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 3
Yield-occupant trace: yieldOccupant[196]: P196(34A/LEFT/MOVING_IN_AISLE@tile33) -> P23(35B/LEFT/MOVING_IN_AISLE@tile34) -> P147(35A/LEFT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[23]: P23(35B/LEFT/MOVING_IN_AISLE@tile34) -> P147(35A/LEFT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P147->35A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P196{seat=34A,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=33,directBlocker=23,lastMoveTick=1179,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P23{seat=35B,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=34,directBlocker=147,lastMoveTick=1093,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 33|34
Current unavailable yield tiles: 33|34
Current yield-tile occupants: 196|23
Final row-event chain: 3|196|23|147
Final row-event chain length: 4
Distinct row events in chain: 4
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1918\nPrecedence substitutions made: 2\nDependency chains followed: 42\nBlocked by waiting-row occupant: 42\nSubstituted events started: 3\nOccupied-space rejections: 1579\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 22 | standardDataset=277/353 (78.47%) | finalTwoRowRiskDispersionDataset=346/353 (98.02%) | seatedDelta=+69 | completionDelta=+19.55% | outsideDelta=-33 | clustersDetected=4 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | finalTwoRowRiskDispersionFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 23
Scenario seed: 3227199808506299833

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 999
Passengers seated: 282/282
Average waiting ticks: 461.28
Longest waiting passenger: P145->23F(RIGHT)
Longest waiting ticks: 957

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 4
Last cluster decision: LEFT:tiles14-16:occupied=3:anchor=P72:selected=P123:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 18
Regions dissolved: 2
Repeated reconstructions avoided: 18
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2167
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 34
Multiple-blocker events: 20
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 2198
Maximum occupied tiles: 12
Seat events: 141
Single-blocker events: 30
Multiple-blocker events: 18
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5448
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6929
Total stationary ticks: 134708
Seat-event requests: 303
Failed seat-event starts: 21

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 742
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 21
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 742
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 26\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:53
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 23
Scenario seed: 3227199808506299833

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 999
Passengers seated: 282/282
Average waiting ticks: 461.19
Longest waiting passenger: P145->23F(RIGHT)
Longest waiting ticks: 957

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 4
Last cluster decision: LEFT:tiles14-16:occupied=3:anchor=P72:selected=P123:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 18
Regions dissolved: 2
Repeated reconstructions avoided: 18
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2167
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 34
Multiple-blocker events: 20
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 2198
Maximum occupied tiles: 12
Seat events: 141
Single-blocker events: 30
Multiple-blocker events: 18
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5483
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6951
Total stationary ticks: 134715
Seat-event requests: 303
Failed seat-event starts: 21

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 733
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 21
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 733
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 26\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 23 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 24
Scenario seed: 8005147200778309228

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1271
Passengers seated: 353/353
Average waiting ticks: 591.42
Longest waiting passenger: P62->26F(RIGHT)
Longest waiting ticks: 1213

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3014
Maximum occupied tiles: 13
Seat events: 174
Single-blocker events: 42
Multiple-blocker events: 21
Temporary aisle reoccupations: 86

RIGHT AISLE
-----------
Total moves: 3120
Maximum occupied tiles: 15
Seat events: 179
Single-blocker events: 55
Multiple-blocker events: 24
Temporary aisle reoccupations: 106

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 148
Reservations granted: 148
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7411
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8961
Total stationary ticks: 214978
Seat-event requests: 366
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 822
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 822
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 366\nPrecedence substitutions made: 5\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 6\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:53
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 24
Scenario seed: 8005147200778309228

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1271
Passengers seated: 353/353
Average waiting ticks: 591.42
Longest waiting passenger: P62->26F(RIGHT)
Longest waiting ticks: 1213

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3014
Maximum occupied tiles: 13
Seat events: 174
Single-blocker events: 42
Multiple-blocker events: 21
Temporary aisle reoccupations: 86

RIGHT AISLE
-----------
Total moves: 3120
Maximum occupied tiles: 15
Seat events: 179
Single-blocker events: 55
Multiple-blocker events: 24
Temporary aisle reoccupations: 106

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 148
Reservations granted: 148
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7411
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8961
Total stationary ticks: 214978
Seat-event requests: 366
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 822
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 822
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 366\nPrecedence substitutions made: 5\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 6\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 24 | standardDataset=353/353 (100.00%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 25
Scenario seed: -2702801730491492296

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1000
Passengers seated: 282/282
Average waiting ticks: 462.07
Longest waiting passenger: P235->11E(LEFT)
Longest waiting ticks: 967

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2181
Maximum occupied tiles: 11
Seat events: 143
Single-blocker events: 33
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 2227
Maximum occupied tiles: 13
Seat events: 139
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 97
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5581
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6908
Total stationary ticks: 135059
Seat-event requests: 293
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 644
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 644
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 9\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:53
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 25
Scenario seed: -2702801730491492296

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1000
Passengers seated: 282/282
Average waiting ticks: 462.07
Longest waiting passenger: P235->11E(LEFT)
Longest waiting ticks: 967

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2181
Maximum occupied tiles: 11
Seat events: 143
Single-blocker events: 33
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 2227
Maximum occupied tiles: 13
Seat events: 139
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 97
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5581
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6915
Total stationary ticks: 135061
Seat-event requests: 293
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 650
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 650
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 8\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 25 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 26
Scenario seed: -8345824874507060339

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 91.22%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2624
Passengers seated: 263/353
Average waiting ticks: 981.50
Longest waiting passenger: P5->29A(LEFT)
Longest waiting ticks: 2624

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 27
Regions dissolved: 2
Repeated reconstructions avoided: 27
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1905
Maximum occupied tiles: 13
Seat events: 102
Single-blocker events: 17
Multiple-blocker events: 6
Temporary aisle reoccupations: 29

RIGHT AISLE
-----------
Total moves: 2743
Maximum occupied tiles: 13
Seat events: 161
Single-blocker events: 58
Multiple-blocker events: 12
Temporary aisle reoccupations: 85

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2007
Reservations granted: 2007
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 80
Remaining moving in aisle: 4
Remaining waiting at row: 6
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 12248
Longest unresolved passenger ID: 5
Longest unresolved row: 29
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P18(20C/LEFT) -> P149(6C/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 18
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 26060
Total stationary ticks: 359005
Seat-event requests: 2178
Failed seat-event starts: 1915

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 121
Critical blocker identity: P121->26G(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 6
Terminal WAITING_FOR_SEAT_EVENT nodes: 6
Unresolved internal passengers: 10
Unresolved outside passengers: 80
Unresolved internal passengers outside critical tree: 8
Critical blocker tree:
P121(26G/LEFT/WAITING_FOR_SEAT_EVENT)
  P158(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1915
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 5
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1915
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 721
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 3
Current required yield tiles: 27|28|29
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2177\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1918\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:53
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 26
Scenario seed: -8345824874507060339

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 91.22%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2624
Passengers seated: 263/353
Average waiting ticks: 981.50
Longest waiting passenger: P5->29A(LEFT)
Longest waiting ticks: 2624

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 27
Regions dissolved: 2
Repeated reconstructions avoided: 27
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1905
Maximum occupied tiles: 13
Seat events: 102
Single-blocker events: 17
Multiple-blocker events: 6
Temporary aisle reoccupations: 29

RIGHT AISLE
-----------
Total moves: 2743
Maximum occupied tiles: 13
Seat events: 161
Single-blocker events: 58
Multiple-blocker events: 12
Temporary aisle reoccupations: 85

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2007
Reservations granted: 2007
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 80
Remaining moving in aisle: 4
Remaining waiting at row: 6
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 12248
Longest unresolved passenger ID: 5
Longest unresolved row: 29
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P18(20C/LEFT) -> P149(6C/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 18
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 26060
Total stationary ticks: 359005
Seat-event requests: 2178
Failed seat-event starts: 1915

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 121
Critical blocker identity: P121->26G(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 6
Terminal WAITING_FOR_SEAT_EVENT nodes: 6
Unresolved internal passengers: 10
Unresolved outside passengers: 80
Unresolved internal passengers outside critical tree: 8
Critical blocker tree:
P121(26G/LEFT/WAITING_FOR_SEAT_EVENT)
  P158(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1915
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 5
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1915
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 721
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 3
Current required yield tiles: 27|28|29
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2177\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1918\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 26 | standardDataset=263/353 (74.50%) | finalTwoRowRiskDispersionDataset=263/353 (74.50%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | finalTwoRowRiskDispersionFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 27
Scenario seed: 4799773213532248393

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.33%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2747
Passengers seated: 342/353
Average waiting ticks: 590.29
Longest waiting passenger: P292->33D(RIGHT)
Longest waiting ticks: 2686

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 5
Clusters detected: 5
Activations without intervention: 17
Cluster candidates evaluated: 20
Executable cluster candidates: 2
Rejected cluster candidates: 18
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 11
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 5
Region updates: 1829
Regions dissolved: 4
Repeated reconstructions avoided: 1829
Largest region lifetime: 1783
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1783:occupied=11
Confirmation deferral ticks: 8
Regions reaching confirmation: 3
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1617
State changes reopening evaluation: 15
Region priority competitions: 2
Regions ranked: 4
Hierarchical selections: 2
Lower-priority evaluations deferred: 0
Highest selected priority score: 6610
Left/right priority wins: 0/2
Priority ties: 0
Last priority decision: LEFT:R5:score=2214 | RIGHT:R3:score=6610 | selected=RIGHT

LEFT AISLE
----------
Total moves: 3152
Maximum occupied tiles: 14
Seat events: 175
Single-blocker events: 47
Multiple-blocker events: 28
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 2977
Maximum occupied tiles: 20
Seat events: 167
Single-blocker events: 48
Multiple-blocker events: 14
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1793
Reservations granted: 1791
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 9
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 15878
Longest unresolved passenger ID: 149
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 10
Longest dependency chain: P208(34H/RIGHT) -> P79(27H/RIGHT) -> P242(29G/RIGHT) -> P59(34G/RIGHT) -> P324(31J/RIGHT) -> P21(36F/RIGHT) -> P205(36I/RIGHT) -> P103(32H/RIGHT) -> P149(36J/RIGHT) -> P292(33D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 208
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 9
Total blocked ticks: 28362
Total stationary ticks: 230175
Seat-event requests: 2011
Failed seat-event starts: 1669

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 292
Critical blocker identity: P292->33D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 9
Critical tree size including blocker: 10
Critical tree depth: 10
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 11
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P292(33D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P149(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P103(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P205(36I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P21(36F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P324(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P59(34G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P242(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P79(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P208(34H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1668
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 34|35|36
Critical blocker unavailable yield tiles: 35
Critical blocker yield-tile occupants: 126
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1668
Rear-boundary failures: 1
Middle-bank reservation failures: 2
Active-event deferrals: 1239
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[126]: P126(35J/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P126->35J(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P126{seat=35J,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=891,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 34|35|36
Current unavailable yield tiles: 35
Current yield-tile occupants: 126
Final row-event chain: 292|126
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2012\nPrecedence substitutions made: 8\nDependency chains followed: 1655\nBlocked by waiting-row occupant: 1655\nSubstituted events started: 9\nOccupied-space rejections: 1697\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:53
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 27
Scenario seed: 4799773213532248393

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.33%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2747
Passengers seated: 342/353
Average waiting ticks: 590.29
Longest waiting passenger: P292->33D(RIGHT)
Longest waiting ticks: 2686

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 5
Clusters detected: 5
Activations without intervention: 17
Cluster candidates evaluated: 20
Executable cluster candidates: 2
Rejected cluster candidates: 18
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 11
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 5
Region updates: 1829
Regions dissolved: 4
Repeated reconstructions avoided: 1829
Largest region lifetime: 1783
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1783:occupied=11
Confirmation deferral ticks: 8
Regions reaching confirmation: 3
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1617
State changes reopening evaluation: 15
Region priority competitions: 2
Regions ranked: 4
Hierarchical selections: 2
Lower-priority evaluations deferred: 0
Highest selected priority score: 6610
Left/right priority wins: 0/2
Priority ties: 0
Last priority decision: LEFT:R5:score=2214 | RIGHT:R3:score=6610 | selected=RIGHT

LEFT AISLE
----------
Total moves: 3152
Maximum occupied tiles: 14
Seat events: 175
Single-blocker events: 47
Multiple-blocker events: 28
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 2977
Maximum occupied tiles: 20
Seat events: 167
Single-blocker events: 48
Multiple-blocker events: 14
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1793
Reservations granted: 1791
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 9
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 15878
Longest unresolved passenger ID: 149
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 10
Longest dependency chain: P208(34H/RIGHT) -> P79(27H/RIGHT) -> P242(29G/RIGHT) -> P59(34G/RIGHT) -> P324(31J/RIGHT) -> P21(36F/RIGHT) -> P205(36I/RIGHT) -> P103(32H/RIGHT) -> P149(36J/RIGHT) -> P292(33D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 208
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 9
Total blocked ticks: 28362
Total stationary ticks: 230175
Seat-event requests: 2011
Failed seat-event starts: 1669

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 292
Critical blocker identity: P292->33D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 9
Critical tree size including blocker: 10
Critical tree depth: 10
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 11
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P292(33D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P149(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P103(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P205(36I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P21(36F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P324(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P59(34G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P242(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P79(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P208(34H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1668
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 34|35|36
Critical blocker unavailable yield tiles: 35
Critical blocker yield-tile occupants: 126
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1668
Rear-boundary failures: 1
Middle-bank reservation failures: 2
Active-event deferrals: 1239
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[126]: P126(35J/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P126->35J(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P126{seat=35J,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=891,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 34|35|36
Current unavailable yield tiles: 35
Current yield-tile occupants: 126
Final row-event chain: 292|126
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2012\nPrecedence substitutions made: 8\nDependency chains followed: 1655\nBlocked by waiting-row occupant: 1655\nSubstituted events started: 9\nOccupied-space rejections: 1697\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 27 | standardDataset=342/353 (96.88%) | finalTwoRowRiskDispersionDataset=342/353 (96.88%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=5 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=LINKED_ROW_EVENT_CHAIN | finalTwoRowRiskDispersionFamily=LINKED_ROW_EVENT_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 28
Scenario seed: -8970582673838479181

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.74%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2350
Passengers seated: 216/235
Average waiting ticks: 413.67
Longest waiting passenger: P182->10F(LEFT)
Longest waiting ticks: 2330

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 20
Cluster candidates evaluated: 38
Executable cluster candidates: 0
Rejected cluster candidates: 38
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 17
Selected release potential total: 0
Last cluster decision: LEFT:tiles13-30:occupied=17:anchor=P6:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 2199
Regions dissolved: 2
Repeated reconstructions avoided: 2199
Largest region lifetime: 2174
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: TRACK:R1:age=2174:localMembers=17
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 102
State changes reopening evaluation: 18
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1580
Maximum occupied tiles: 23
Seat events: 95
Single-blocker events: 27
Multiple-blocker events: 6
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1753
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1877
Reservations granted: 1877
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 2

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 15
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 26482
Longest unresolved passenger ID: 153
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 16
Longest dependency chain: P144(22E/LEFT) -> P227(20B/LEFT) -> P228(19E/LEFT) -> P80(25A/LEFT) -> P77(24B/LEFT) -> P76(28B/LEFT) -> P103(27D/LEFT) -> P167(27C/LEFT) -> P148(29F/LEFT) -> P9(23B/LEFT) -> P136(25C/LEFT) -> P63(26A/LEFT) -> P55(26F/LEFT) -> P2(30B/LEFT) -> P105(30D/LEFT) -> P6(28E/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 144
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 15
Total blocked ticks: 39025
Total stationary ticks: 126482
Seat-event requests: 2061
Failed seat-event starts: 1845

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 6
Critical blocker identity: P6->28E(LEFT)
Direct fan-out: 1
Total indirect descendants: 15
Critical tree size including blocker: 16
Critical tree depth: 16
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 19
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P6(28E/LEFT/WAITING_FOR_SEAT_EVENT)
  P105(30D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P2(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P55(26F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P63(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P136(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P9(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P148(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P167(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P103(27D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P76(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P77(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P80(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P228(19E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P227(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P144(22E/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1845
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 29|30
Critical blocker yield-tile occupants: 60|153
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1845
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 1317
Simultaneous arbitration losses: 2

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 1
Yield-occupant trace: yieldOccupant[60]: P60(29A/LEFT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[153]: P153(30F/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P153->30F(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: false
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P60{seat=29A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=29,directBlocker=-1,lastMoveTick=103,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} || P153{seat=30F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=99,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 29|30
Current yield-tile occupants: 60|153
Final row-event chain: 6|60
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2063\nPrecedence substitutions made: 1\nDependency chains followed: 196\nBlocked by waiting-row occupant: 318\nSubstituted events started: 3\nOccupied-space rejections: 3923\nMaximum scheduling-chain depth: 3\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:53
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 28
Scenario seed: -8970582673838479181

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.74%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2350
Passengers seated: 216/235
Average waiting ticks: 413.66
Longest waiting passenger: P182->10F(LEFT)
Longest waiting ticks: 2330

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 20
Cluster candidates evaluated: 38
Executable cluster candidates: 0
Rejected cluster candidates: 38
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 17
Selected release potential total: 0
Last cluster decision: LEFT:tiles13-30:occupied=17:anchor=P6:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 2199
Regions dissolved: 2
Repeated reconstructions avoided: 2199
Largest region lifetime: 2174
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: TRACK:R1:age=2174:localMembers=17
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 102
State changes reopening evaluation: 18
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1580
Maximum occupied tiles: 23
Seat events: 95
Single-blocker events: 27
Multiple-blocker events: 6
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1753
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1877
Reservations granted: 1877
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 2

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 15
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 26477
Longest unresolved passenger ID: 153
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 16
Longest dependency chain: P144(22E/LEFT) -> P227(20B/LEFT) -> P228(19E/LEFT) -> P80(25A/LEFT) -> P77(24B/LEFT) -> P76(28B/LEFT) -> P103(27D/LEFT) -> P167(27C/LEFT) -> P148(29F/LEFT) -> P9(23B/LEFT) -> P136(25C/LEFT) -> P63(26A/LEFT) -> P55(26F/LEFT) -> P2(30B/LEFT) -> P105(30D/LEFT) -> P6(28E/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 144
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 15
Total blocked ticks: 39032
Total stationary ticks: 126484
Seat-event requests: 2061
Failed seat-event starts: 1845

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 6
Critical blocker identity: P6->28E(LEFT)
Direct fan-out: 1
Total indirect descendants: 15
Critical tree size including blocker: 16
Critical tree depth: 16
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 19
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P6(28E/LEFT/WAITING_FOR_SEAT_EVENT)
  P105(30D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P2(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P55(26F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P63(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P136(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P9(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P148(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P167(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P103(27D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P76(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P77(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P80(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P228(19E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P227(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P144(22E/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1845
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 29|30
Critical blocker yield-tile occupants: 60|153
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1845
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 1319
Simultaneous arbitration losses: 2

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 1
Yield-occupant trace: yieldOccupant[60]: P60(29A/LEFT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[153]: P153(30F/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P153->30F(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: false
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P60{seat=29A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=29,directBlocker=-1,lastMoveTick=103,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} || P153{seat=30F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=99,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 29|30
Current yield-tile occupants: 60|153
Final row-event chain: 6|60
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2063\nPrecedence substitutions made: 1\nDependency chains followed: 196\nBlocked by waiting-row occupant: 318\nSubstituted events started: 3\nOccupied-space rejections: 3923\nMaximum scheduling-chain depth: 3\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 28 | standardDataset=216/235 (91.91%) | finalTwoRowRiskDispersionDataset=216/235 (91.91%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL | finalTwoRowRiskDispersionFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 29
Scenario seed: 4864444880977790924

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1020
Passengers seated: 282/282
Average waiting ticks: 465.05
Longest waiting passenger: P148->23C(LEFT)
Longest waiting ticks: 966

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2210
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 33
Multiple-blocker events: 19
Temporary aisle reoccupations: 71

RIGHT AISLE
-----------
Total moves: 2200
Maximum occupied tiles: 11
Seat events: 138
Single-blocker events: 40
Multiple-blocker events: 12
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 100
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5486
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6602
Total stationary ticks: 135635
Seat-event requests: 294
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 615
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 615
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:53
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 29
Scenario seed: 4864444880977790924

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1021
Passengers seated: 282/282
Average waiting ticks: 465.01
Longest waiting passenger: P148->23C(LEFT)
Longest waiting ticks: 969

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2210
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 33
Multiple-blocker events: 19
Temporary aisle reoccupations: 71

RIGHT AISLE
-----------
Total moves: 2200
Maximum occupied tiles: 11
Seat events: 138
Single-blocker events: 40
Multiple-blocker events: 12
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 100
Reservations granted: 99
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5495
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6593
Total stationary ticks: 135625
Seat-event requests: 294
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 604
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 604
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 29 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 30
Scenario seed: 2093724541076077643

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 26.91%
Blocker-prone seat share (topology component): 60.62%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2728
Passengers seated: 344/353
Average waiting ticks: 615.95
Longest waiting passenger: P159->2D(RIGHT)
Longest waiting ticks: 2726

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 22
Regions dissolved: 1
Repeated reconstructions avoided: 22
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=23
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2908
Maximum occupied tiles: 15
Seat events: 169
Single-blocker events: 55
Multiple-blocker events: 25
Temporary aisle reoccupations: 111

RIGHT AISLE
-----------
Total moves: 3180
Maximum occupied tiles: 14
Seat events: 175
Single-blocker events: 60
Multiple-blocker events: 16
Temporary aisle reoccupations: 94

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1642
Reservations granted: 1638
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 6
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 10047
Longest unresolved passenger ID: 331
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P87(19H/RIGHT) -> P200(6H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 87
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 22713
Total stationary ticks: 228315
Seat-event requests: 1851
Failed seat-event starts: 1507

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 159
Critical blocker identity: P159->2D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 6
Terminal WAITING_FOR_SEAT_EVENT nodes: 6
Unresolved internal passengers: 9
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 7
Critical blocker tree:
P159(2D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P277(35I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1507
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 3|4|5
Critical blocker unavailable yield tiles: 5
Critical blocker yield-tile occupants: 87
Waiting-row passengers with zero blockers: 5
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1507
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 929
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[87]: P87(19H/RIGHT/MOVING_IN_AISLE@tile5) -> P200(6H/RIGHT/WAITING_AT_ROW@tile6) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P200->6H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P87{seat=19H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=5,directBlocker=200,lastMoveTick=1237,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 3|4|5
Current unavailable yield tiles: 5
Current yield-tile occupants: 87
Final row-event chain: 159|87|200
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1855\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 10\nOccupied-space rejections: 1512\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
============================================================
Date/Time: 2026-07-17 09:35:53
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 30
Scenario seed: 2093724541076077643

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 26.91%
Blocker-prone seat share (topology component): 60.62%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2728
Passengers seated: 344/353
Average waiting ticks: 615.96
Longest waiting passenger: P159->2D(RIGHT)
Longest waiting ticks: 2726

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 22
Regions dissolved: 1
Repeated reconstructions avoided: 22
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=23
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2908
Maximum occupied tiles: 15
Seat events: 169
Single-blocker events: 55
Multiple-blocker events: 25
Temporary aisle reoccupations: 111

RIGHT AISLE
-----------
Total moves: 3180
Maximum occupied tiles: 14
Seat events: 175
Single-blocker events: 60
Multiple-blocker events: 16
Temporary aisle reoccupations: 94

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1642
Reservations granted: 1638
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 6
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 10051
Longest unresolved passenger ID: 331
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P87(19H/RIGHT) -> P200(6H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 87
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 22715
Total stationary ticks: 228315
Seat-event requests: 1851
Failed seat-event starts: 1507

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 159
Critical blocker identity: P159->2D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 6
Terminal WAITING_FOR_SEAT_EVENT nodes: 6
Unresolved internal passengers: 9
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 7
Critical blocker tree:
P159(2D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P277(35I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1507
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 3|4|5
Critical blocker unavailable yield tiles: 5
Critical blocker yield-tile occupants: 87
Waiting-row passengers with zero blockers: 5
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1507
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 933
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[87]: P87(19H/RIGHT/MOVING_IN_AISLE@tile5) -> P200(6H/RIGHT/WAITING_AT_ROW@tile6) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P200->6H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P87{seat=19H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=5,directBlocker=200,lastMoveTick=1237,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 3|4|5
Current unavailable yield tiles: 5
Current yield-tile occupants: 87
Final row-event chain: 159|87|200
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1855\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 10\nOccupied-space rejections: 1512\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 30 | standardDataset=344/353 (97.45%) | finalTwoRowRiskDispersionDataset=344/353 (97.45%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=MOVING_PASSENGER_YIELD_CHAIN | finalTwoRowRiskDispersionFamily=MOVING_PASSENGER_YIELD_CHAIN

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 43
EXTREME-OCCUPANCY HOLDOUT REPLICATION II
************************************************************
Experiment seed: 8783790101901
Scenarios executed: 60
Successful completions: 36
Incomplete/MAX_TICKS: 24
Average completed ticks: 1651.92
Average waiting ticks: 508.95
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:37
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 1
Scenario seed: 8112011161113440395

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1292
Passengers seated: 353/353
Average waiting ticks: 590.48
Longest waiting passenger: P299->23A(LEFT)
Longest waiting ticks: 1237

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 7
Regions dissolved: 1
Repeated reconstructions avoided: 7
Largest region lifetime: 8
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=8
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3097
Maximum occupied tiles: 13
Seat events: 182
Single-blocker events: 42
Multiple-blocker events: 35
Temporary aisle reoccupations: 121

RIGHT AISLE
-----------
Total moves: 3057
Maximum occupied tiles: 15
Seat events: 171
Single-blocker events: 49
Multiple-blocker events: 24
Temporary aisle reoccupations: 103

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 153
Reservations granted: 153
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7682
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9191
Total stationary ticks: 214827
Seat-event requests: 372
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 805
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 805
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 372\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:37
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 1
Scenario seed: 8112011161113440395

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1292
Passengers seated: 353/353
Average waiting ticks: 590.48
Longest waiting passenger: P299->23A(LEFT)
Longest waiting ticks: 1237

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 7
Regions dissolved: 1
Repeated reconstructions avoided: 7
Largest region lifetime: 8
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=8
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3097
Maximum occupied tiles: 13
Seat events: 182
Single-blocker events: 42
Multiple-blocker events: 35
Temporary aisle reoccupations: 121

RIGHT AISLE
-----------
Total moves: 3057
Maximum occupied tiles: 15
Seat events: 171
Single-blocker events: 49
Multiple-blocker events: 24
Temporary aisle reoccupations: 103

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 153
Reservations granted: 153
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7682
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9191
Total stationary ticks: 214827
Seat-event requests: 372
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 805
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 805
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 372\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 01 | standardDataset=353/353 (100.00%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 2
Scenario seed: -6056132809683641225

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2714
Passengers seated: 302/353
Average waiting ticks: 663.88
Longest waiting passenger: P8->19A(LEFT)
Longest waiting ticks: 2714

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 6
Clusters detected: 6
Activations without intervention: 51
Cluster candidates evaluated: 147
Executable cluster candidates: 3
Rejected cluster candidates: 144
Cluster selections: 3
Cluster-selected events started: 3
Largest detected cluster: 35
Selected release potential total: 10
Last cluster decision: RIGHT:region=R6:result=LOWER_HIERARCHICAL_PRIORITY_DEFERRED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 6
Region updates: 3897
Regions dissolved: 4
Repeated reconstructions avoided: 3897
Largest region lifetime: 2258
Maximum simultaneous active regions: 2
Regions active at termination: 2
Last lifecycle event: UPDATE:R6:age=1589:occupied=6
Confirmation deferral ticks: 10
Regions reaching confirmation: 5
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1845
State changes reopening evaluation: 46
Region priority competitions: 1544
Regions ranked: 3088
Hierarchical selections: 1544
Lower-priority evaluations deferred: 1536
Highest selected priority score: 38610
Left/right priority wins: 1543/1
Priority ties: 0
Last priority decision: LEFT:R3:score=38610 | RIGHT:R6:score=6710 | selected=LEFT

LEFT AISLE
----------
Total moves: 2635
Maximum occupied tiles: 35
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 17
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 3034
Maximum occupied tiles: 13
Seat events: 168
Single-blocker events: 46
Multiple-blocker events: 22
Temporary aisle reoccupations: 93

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1948
Reservations granted: 1945
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 10
Remaining moving in aisle: 33
Remaining waiting at row: 8
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 59262
Longest unresolved passenger ID: 8
Longest unresolved row: 19
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 20
Longest dependency chain: P238(31G/LEFT) -> P44(16F/LEFT) -> P222(22G/LEFT) -> P286(35C/LEFT) -> P26(31C/LEFT) -> P303(16C/LEFT) -> P251(29B/LEFT) -> P300(33B/LEFT) -> P316(24D/LEFT) -> P128(26G/LEFT) -> P89(30B/LEFT) -> P329(27B/LEFT) -> P138(26F/LEFT) -> P273(36F/LEFT) -> P0(33E/LEFT) -> P16(32F/LEFT) -> P323(29C/LEFT) -> P219(32B/LEFT) -> P9(30C/LEFT) -> P253(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 238
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 33
Total blocked ticks: 81508
Total stationary ticks: 298512
Seat-event requests: 3774
Failed seat-event starts: 3472

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 253
Critical blocker identity: P253->29F(LEFT)
Direct fan-out: 1
Total indirect descendants: 19
Critical tree size including blocker: 20
Critical tree depth: 20
Frozen internal components: 8
Terminal WAITING_FOR_SEAT_EVENT nodes: 8
Unresolved internal passengers: 41
Unresolved outside passengers: 10
Unresolved internal passengers outside critical tree: 21
Critical blocker tree:
P253(29F/LEFT/WAITING_FOR_SEAT_EVENT)
  P9(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P219(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P323(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P16(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P0(33E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P273(36F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P138(26F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P329(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P89(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P128(26G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P316(24D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P300(33B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P251(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P303(16C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P26(31C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P286(35C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P222(22G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P44(16F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P238(31G/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 3472
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 1
Critical blocker required yield tiles: 30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 104
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 3
Waiting-row passengers with multiple blockers: 3
Yield-tile occupied failures: 3472
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 1635
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 3
Yield-occupant trace: yieldOccupant[104]: P104(32A/LEFT/MOVING_IN_AISLE@tile30) -> P335(33C/LEFT/MOVING_IN_AISLE@tile31) -> P264(32G/LEFT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P264->32G(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: P104{seat=32A,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=335,lastMoveTick=794,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 30|31
Current yield-tile occupants: 104|335
Final row-event chain: 253|104|335|264
Final row-event chain length: 4
Distinct row events in chain: 4
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 8
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3774\nPrecedence substitutions made: 4\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 5122\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:38
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 2
Scenario seed: -6056132809683641225

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2772
Passengers seated: 347/353
Average waiting ticks: 605.73
Longest waiting passenger: P277->32J(RIGHT)
Longest waiting ticks: 2709

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 6
Clusters detected: 6
Activations without intervention: 14
Cluster candidates evaluated: 20
Executable cluster candidates: 4
Rejected cluster candidates: 16
Cluster selections: 4
Cluster-selected events started: 4
Largest detected cluster: 6
Selected release potential total: 13
Last cluster decision: RIGHT:region=R6:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 6
Region updates: 1719
Regions dissolved: 5
Repeated reconstructions avoided: 1719
Largest region lifetime: 1648
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R6:age=1648:occupied=6
Confirmation deferral ticks: 10
Regions reaching confirmation: 5
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1587
State changes reopening evaluation: 9
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3113
Maximum occupied tiles: 14
Seat events: 179
Single-blocker events: 56
Multiple-blocker events: 26
Temporary aisle reoccupations: 114

RIGHT AISLE
-----------
Total moves: 3034
Maximum occupied tiles: 13
Seat events: 168
Single-blocker events: 46
Multiple-blocker events: 22
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 165
Reservations granted: 161
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7605
Longest unresolved passenger ID: 165
Longest unresolved row: 34
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P221(31J/RIGHT) -> P40(32E/RIGHT) -> P277(32J/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 221
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 19166
Total stationary ticks: 225106
Seat-event requests: 1988
Failed seat-event starts: 1641

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->32J(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P277(32J/RIGHT/WAITING_FOR_SEAT_EVENT)
  P40(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P221(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1641
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 33|34
Critical blocker unavailable yield tiles: 33|34
Critical blocker yield-tile occupants: 165|4
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1641
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 1022
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(34H/RIGHT/MOVING_IN_AISLE@tile33) -> P4(34D/RIGHT/WAITING_AT_ROW@tile34) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[4]: P4(34D/RIGHT/WAITING_AT_ROW@tile34) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P4->34D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=34H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=33,directBlocker=4,lastMoveTick=1113,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P4{seat=34D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=34,directBlocker=-1,lastMoveTick=1112,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 33|34
Current unavailable yield tiles: 33|34
Current yield-tile occupants: 165|4
Final row-event chain: 277|165|4
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1988\nPrecedence substitutions made: 4\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 8\nOccupied-space rejections: 3262\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 02 | standardDataset=302/353 (85.55%) | finalTwoRowRiskDispersionDataset=347/353 (98.30%) | seatedDelta=+45 | completionDelta=+12.75% | outsideDelta=-10 | clustersDetected=6 | clusterSelections=4 | clusterStarts=4 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | finalTwoRowRiskDispersionFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 3
Scenario seed: -4467270878143136996

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 849
Passengers seated: 235/235
Average waiting ticks: 385.05
Longest waiting passenger: P3->11B(LEFT)
Longest waiting ticks: 810

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 46
Regions dissolved: 4
Repeated reconstructions avoided: 46
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=8
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1735
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 22
Multiple-blocker events: 18
Temporary aisle reoccupations: 63

RIGHT AISLE
-----------
Total moves: 1663
Maximum occupied tiles: 12
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 9
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 137
Reservations granted: 137
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4582
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5648
Total stationary ticks: 94370
Seat-event requests: 258
Failed seat-event starts: 23

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 495
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 23
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 495
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 257\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:38
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 3
Scenario seed: -4467270878143136996

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 849
Passengers seated: 235/235
Average waiting ticks: 385.03
Longest waiting passenger: P3->11B(LEFT)
Longest waiting ticks: 810

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 46
Regions dissolved: 4
Repeated reconstructions avoided: 46
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=8
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1735
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 22
Multiple-blocker events: 18
Temporary aisle reoccupations: 63

RIGHT AISLE
-----------
Total moves: 1663
Maximum occupied tiles: 12
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 9
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 137
Reservations granted: 137
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4587
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5647
Total stationary ticks: 94369
Seat-event requests: 258
Failed seat-event starts: 23

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 491
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 23
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 491
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 257\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 03 | standardDataset=235/235 (100.00%) | finalTwoRowRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=4 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 4
Scenario seed: -9218435481530688141

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 98.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1292
Passengers seated: 353/353
Average waiting ticks: 588.57
Longest waiting passenger: P280->34H(RIGHT)
Longest waiting ticks: 1227

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 67
Regions dissolved: 3
Repeated reconstructions avoided: 67
Largest region lifetime: 37
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=37
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2840
Maximum occupied tiles: 12
Seat events: 173
Single-blocker events: 46
Multiple-blocker events: 25
Temporary aisle reoccupations: 100

RIGHT AISLE
-----------
Total moves: 3282
Maximum occupied tiles: 15
Seat events: 180
Single-blocker events: 51
Multiple-blocker events: 27
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 151
Reservations granted: 151
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7488
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9368
Total stationary ticks: 214158
Seat-event requests: 368
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 965
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 965
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 368\nPrecedence substitutions made: 9\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 10\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:38
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 4
Scenario seed: -9218435481530688141

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 98.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1292
Passengers seated: 353/353
Average waiting ticks: 588.30
Longest waiting passenger: P280->34H(RIGHT)
Longest waiting ticks: 1227

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 67
Regions dissolved: 3
Repeated reconstructions avoided: 67
Largest region lifetime: 37
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=37
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2840
Maximum occupied tiles: 12
Seat events: 173
Single-blocker events: 46
Multiple-blocker events: 25
Temporary aisle reoccupations: 100

RIGHT AISLE
-----------
Total moves: 3282
Maximum occupied tiles: 14
Seat events: 180
Single-blocker events: 51
Multiple-blocker events: 27
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 151
Reservations granted: 151
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7542
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9377
Total stationary ticks: 214076
Seat-event requests: 368
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 960
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 960
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 368\nPrecedence substitutions made: 9\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 10\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 04 | standardDataset=353/353 (100.00%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 5
Scenario seed: 18174656633749288

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 67.38%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2512
Passengers seated: 279/282
Average waiting ticks: 476.50
Longest waiting passenger: P97->29F(LEFT)
Longest waiting ticks: 2454

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1577
Regions dissolved: 0
Repeated reconstructions avoided: 1577
Largest region lifetime: 1578
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1578:occupied=3
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1565
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2126
Maximum occupied tiles: 13
Seat events: 135
Single-blocker events: 34
Multiple-blocker events: 17
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1669
Reservations granted: 1663
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5611
Longest unresolved passenger ID: 6
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P6(31D/LEFT) -> P60(31A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 6
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 11807
Total stationary ticks: 140764
Seat-event requests: 1859
Failed seat-event starts: 1580

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 60
Critical blocker identity: P60->31A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P60(31A/LEFT/WAITING_FOR_SEAT_EVENT)
  P6(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1574
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1574
Rear-boundary failures: 6
Middle-bank reservation failures: 6
Active-event deferrals: 732
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1865\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 1578\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:38
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 5
Scenario seed: 18174656633749288

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 67.38%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2512
Passengers seated: 279/282
Average waiting ticks: 476.53
Longest waiting passenger: P97->29F(LEFT)
Longest waiting ticks: 2454

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1577
Regions dissolved: 0
Repeated reconstructions avoided: 1577
Largest region lifetime: 1578
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1578:occupied=3
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1565
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2126
Maximum occupied tiles: 13
Seat events: 135
Single-blocker events: 34
Multiple-blocker events: 17
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1669
Reservations granted: 1663
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5601
Longest unresolved passenger ID: 6
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P6(31D/LEFT) -> P60(31A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 6
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 11794
Total stationary ticks: 140761
Seat-event requests: 1859
Failed seat-event starts: 1580

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 60
Critical blocker identity: P60->31A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P60(31A/LEFT/WAITING_FOR_SEAT_EVENT)
  P6(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1574
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1574
Rear-boundary failures: 6
Middle-bank reservation failures: 6
Active-event deferrals: 731
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1865\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 1578\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 05 | standardDataset=279/282 (98.94%) | finalTwoRowRiskDispersionDataset=279/282 (98.94%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | finalTwoRowRiskDispersionFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 6
Scenario seed: 531314812887669783

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 850
Passengers seated: 235/235
Average waiting ticks: 385.31
Longest waiting passenger: P27->24H(RIGHT)
Longest waiting ticks: 799

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1658
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1741
Maximum occupied tiles: 13
Seat events: 119
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 136
Reservations granted: 128
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4347
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5457
Total stationary ticks: 94158
Seat-event requests: 246
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 561
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 561
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 254\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:38
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 6
Scenario seed: 531314812887669783

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 850
Passengers seated: 235/235
Average waiting ticks: 385.31
Longest waiting passenger: P27->24H(RIGHT)
Longest waiting ticks: 799

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1658
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1741
Maximum occupied tiles: 13
Seat events: 119
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 136
Reservations granted: 128
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4347
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5457
Total stationary ticks: 94158
Seat-event requests: 246
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 561
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 561
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 254\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 06 | standardDataset=235/235 (100.00%) | finalTwoRowRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 7
Scenario seed: -6701040943463011102

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.49%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1240
Passengers seated: 353/353
Average waiting ticks: 582.62
Longest waiting passenger: P329->5A(LEFT)
Longest waiting ticks: 1189

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 4
Selected release potential total: 6
Last cluster decision: RIGHT:tiles18-20:occupied=3:anchor=P114:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 48
Regions dissolved: 3
Repeated reconstructions avoided: 48
Largest region lifetime: 29
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3105
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 48
Multiple-blocker events: 31
Temporary aisle reoccupations: 112

RIGHT AISLE
-----------
Total moves: 3073
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 17
Temporary aisle reoccupations: 92

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 158
Reservations granted: 154
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7810
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9782
Total stationary ticks: 212501
Seat-event requests: 377
Failed seat-event starts: 24

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 941
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 23
Rear-boundary failures: 1
Middle-bank reservation failures: 4
Active-event deferrals: 941
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 379\nPrecedence substitutions made: 2\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 32\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:38
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 7
Scenario seed: -6701040943463011102

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.49%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1240
Passengers seated: 353/353
Average waiting ticks: 582.61
Longest waiting passenger: P329->5A(LEFT)
Longest waiting ticks: 1189

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 4
Selected release potential total: 6
Last cluster decision: RIGHT:tiles18-20:occupied=3:anchor=P114:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 48
Regions dissolved: 3
Repeated reconstructions avoided: 48
Largest region lifetime: 29
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3105
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 48
Multiple-blocker events: 31
Temporary aisle reoccupations: 112

RIGHT AISLE
-----------
Total moves: 3073
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 17
Temporary aisle reoccupations: 92

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 158
Reservations granted: 154
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7825
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9791
Total stationary ticks: 212505
Seat-event requests: 376
Failed seat-event starts: 23

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 943
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 23
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 943
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 378\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 07 | standardDataset=353/353 (100.00%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 8
Scenario seed: 3811266483724439093

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1013
Passengers seated: 282/282
Average waiting ticks: 461.68
Longest waiting passenger: P131->10B(LEFT)
Longest waiting ticks: 957

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 6
Selected release potential total: 7
Last cluster decision: LEFT:tiles22-25:occupied=3:anchor=P257:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 57
Regions dissolved: 2
Repeated reconstructions avoided: 57
Largest region lifetime: 49
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=49
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2211
Maximum occupied tiles: 13
Seat events: 143
Single-blocker events: 41
Multiple-blocker events: 18
Temporary aisle reoccupations: 77

RIGHT AISLE
-----------
Total moves: 2150
Maximum occupied tiles: 13
Seat events: 139
Single-blocker events: 37
Multiple-blocker events: 13
Temporary aisle reoccupations: 63

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 95
Reservations granted: 95
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5599
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7192
Total stationary ticks: 134990
Seat-event requests: 300
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 818
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 818
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:38
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 8
Scenario seed: 3811266483724439093

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1013
Passengers seated: 282/282
Average waiting ticks: 461.77
Longest waiting passenger: P131->10B(LEFT)
Longest waiting ticks: 957

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 3
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 4
Last cluster decision: LEFT:tiles1-8:occupied=6:anchor=P129:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 43
Regions dissolved: 1
Repeated reconstructions avoided: 43
Largest region lifetime: 44
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=44
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2211
Maximum occupied tiles: 13
Seat events: 143
Single-blocker events: 41
Multiple-blocker events: 18
Temporary aisle reoccupations: 77

RIGHT AISLE
-----------
Total moves: 2150
Maximum occupied tiles: 13
Seat events: 139
Single-blocker events: 37
Multiple-blocker events: 13
Temporary aisle reoccupations: 63

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 95
Reservations granted: 95
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5589
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7168
Total stationary ticks: 134981
Seat-event requests: 295
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 836
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 836
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 294\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 08 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 9
Scenario seed: -3814949503416810644

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 88.51%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 920
Passengers seated: 235/235
Average waiting ticks: 387.24
Longest waiting passenger: P132->17C(LEFT)
Longest waiting ticks: 882

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 7
Regions dissolved: 1
Repeated reconstructions avoided: 7
Largest region lifetime: 8
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=8
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1955
Maximum occupied tiles: 12
Seat events: 131
Single-blocker events: 35
Multiple-blocker events: 19
Temporary aisle reoccupations: 75

RIGHT AISLE
-----------
Total moves: 1429
Maximum occupied tiles: 13
Seat events: 104
Single-blocker events: 27
Multiple-blocker events: 7
Temporary aisle reoccupations: 43

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4542
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5649
Total stationary ticks: 94882
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 502
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 502
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:38
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 9
Scenario seed: -3814949503416810644

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 88.51%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 920
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P132->17C(LEFT)
Longest waiting ticks: 882

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1955
Maximum occupied tiles: 12
Seat events: 131
Single-blocker events: 35
Multiple-blocker events: 19
Temporary aisle reoccupations: 75

RIGHT AISLE
-----------
Total moves: 1429
Maximum occupied tiles: 13
Seat events: 104
Single-blocker events: 27
Multiple-blocker events: 7
Temporary aisle reoccupations: 43

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4542
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5628
Total stationary ticks: 94876
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 499
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 499
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 09 | standardDataset=235/235 (100.00%) | finalTwoRowRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 10
Scenario seed: 139157955229496041

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 461.02
Longest waiting passenger: P176->9H(RIGHT)
Longest waiting ticks: 961

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2150
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 47
Multiple-blocker events: 9
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 14
Seat events: 145
Single-blocker events: 39
Multiple-blocker events: 13
Temporary aisle reoccupations: 65

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 98
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5774
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7193
Total stationary ticks: 134982
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 717
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 717
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 288\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:38
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 10
Scenario seed: 139157955229496041

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 461.05
Longest waiting passenger: P176->9H(RIGHT)
Longest waiting ticks: 961

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 3
Regions dissolved: 1
Repeated reconstructions avoided: 3
Largest region lifetime: 4
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=4
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2150
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 47
Multiple-blocker events: 9
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 14
Seat events: 145
Single-blocker events: 39
Multiple-blocker events: 13
Temporary aisle reoccupations: 65

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 98
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5769
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7214
Total stationary ticks: 134988
Seat-event requests: 289
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 731
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 731
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 10 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 11
Scenario seed: 7426425998591461158

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1038
Passengers seated: 282/282
Average waiting ticks: 476.24
Longest waiting passenger: P52->30I(RIGHT)
Longest waiting ticks: 975

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 12
Seat events: 139
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 63

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 11
Seat events: 143
Single-blocker events: 45
Multiple-blocker events: 13
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 106
Reservations granted: 97
Reservations denied/waited: 9
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5223
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6329
Total stationary ticks: 138530
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 591
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 9
Active-event deferrals: 591
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:38
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 11
Scenario seed: 7426425998591461158

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1038
Passengers seated: 282/282
Average waiting ticks: 475.94
Longest waiting passenger: P52->30I(RIGHT)
Longest waiting ticks: 975

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 12
Seat events: 139
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 63

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 11
Seat events: 143
Single-blocker events: 45
Multiple-blocker events: 13
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 107
Reservations granted: 97
Reservations denied/waited: 10
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5300
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6395
Total stationary ticks: 138513
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 590
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 10
Active-event deferrals: 590
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 11 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 12
Scenario seed: -8295871527466017660

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1048
Passengers seated: 282/282
Average waiting ticks: 462.85
Longest waiting passenger: P112->16G(RIGHT)
Longest waiting ticks: 986

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1973
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 12
Temporary aisle reoccupations: 58

RIGHT AISLE
-----------
Total moves: 2397
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 38
Multiple-blocker events: 22
Temporary aisle reoccupations: 82

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 100
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5834
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7362
Total stationary ticks: 135618
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:38
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 12
Scenario seed: -8295871527466017660

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1048
Passengers seated: 282/282
Average waiting ticks: 462.75
Longest waiting passenger: P112->16G(RIGHT)
Longest waiting ticks: 986

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1973
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 33
Multiple-blocker events: 13
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 2397
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 37
Multiple-blocker events: 22
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 100
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5884
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7386
Total stationary ticks: 135627
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 709
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 709
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 299\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 12 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 13
Scenario seed: -8055353810995374288

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2323
Passengers seated: 224/235
Average waiting ticks: 409.51
Longest waiting passenger: P1->20F(LEFT)
Longest waiting ticks: 2289

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 8
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 8
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1529
Regions dissolved: 2
Repeated reconstructions avoided: 1529
Largest region lifetime: 1491
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1491:occupied=8
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1481
State changes reopening evaluation: 7
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1819
Maximum occupied tiles: 12
Seat events: 114
Single-blocker events: 31
Multiple-blocker events: 11
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1515
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 29
Multiple-blocker events: 9
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1619
Reservations granted: 1619
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 9
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 13720
Longest unresolved passenger ID: 229
Longest unresolved row: 29
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 8
Longest dependency chain: P83(30C/LEFT) -> P160(27E/LEFT) -> P192(23B/LEFT) -> P0(18C/LEFT) -> P87(20B/LEFT) -> P125(27B/LEFT) -> P165(28D/LEFT) -> P1(20F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 83
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 9
Total blocked ticks: 21330
Total stationary ticks: 112907
Seat-event requests: 1731
Failed seat-event starts: 1507

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 1
Critical blocker identity: P1->20F(LEFT)
Direct fan-out: 1
Total indirect descendants: 7
Critical tree size including blocker: 8
Critical tree depth: 8
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 11
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P1(20F/LEFT/WAITING_FOR_SEAT_EVENT)
  P165(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P125(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P87(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P0(18C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P192(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P160(27E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P83(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1507
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 21|22|23
Critical blocker unavailable yield tiles: 23
Critical blocker yield-tile occupants: 166
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1507
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 476
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 3
Yield-occupant trace: yieldOccupant[166]: P166(30E/LEFT/MOVING_IN_AISLE@tile23) -> P229(29C/LEFT/MOVING_IN_AISLE@tile24) -> P103(25C/LEFT/WAITING_AT_ROW@tile25) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P103->25C(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P166{seat=30E,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=23,directBlocker=229,lastMoveTick=816,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 21|22|23
Current unavailable yield tiles: 23
Current yield-tile occupants: 166
Final row-event chain: 1|166|229|103
Final row-event chain length: 4
Distinct row events in chain: 4
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1731\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 5\nOccupied-space rejections: 1511\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:38
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 13
Scenario seed: -8055353810995374288

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2323
Passengers seated: 224/235
Average waiting ticks: 409.60
Longest waiting passenger: P1->20F(LEFT)
Longest waiting ticks: 2289

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 8
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 8
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1529
Regions dissolved: 2
Repeated reconstructions avoided: 1529
Largest region lifetime: 1491
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1491:occupied=8
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1481
State changes reopening evaluation: 7
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1819
Maximum occupied tiles: 12
Seat events: 114
Single-blocker events: 31
Multiple-blocker events: 11
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1515
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 29
Multiple-blocker events: 9
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1619
Reservations granted: 1619
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 9
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 13711
Longest unresolved passenger ID: 229
Longest unresolved row: 29
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 8
Longest dependency chain: P83(30C/LEFT) -> P160(27E/LEFT) -> P192(23B/LEFT) -> P0(18C/LEFT) -> P87(20B/LEFT) -> P125(27B/LEFT) -> P165(28D/LEFT) -> P1(20F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 83
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 9
Total blocked ticks: 21335
Total stationary ticks: 112908
Seat-event requests: 1731
Failed seat-event starts: 1507

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 1
Critical blocker identity: P1->20F(LEFT)
Direct fan-out: 1
Total indirect descendants: 7
Critical tree size including blocker: 8
Critical tree depth: 8
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 11
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P1(20F/LEFT/WAITING_FOR_SEAT_EVENT)
  P165(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P125(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P87(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P0(18C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P192(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P160(27E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P83(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1507
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 21|22|23
Critical blocker unavailable yield tiles: 23
Critical blocker yield-tile occupants: 166
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1507
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 497
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 3
Yield-occupant trace: yieldOccupant[166]: P166(30E/LEFT/MOVING_IN_AISLE@tile23) -> P229(29C/LEFT/MOVING_IN_AISLE@tile24) -> P103(25C/LEFT/WAITING_AT_ROW@tile25) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P103->25C(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P166{seat=30E,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=23,directBlocker=229,lastMoveTick=823,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 21|22|23
Current unavailable yield tiles: 23
Current yield-tile occupants: 166
Final row-event chain: 1|166|229|103
Final row-event chain length: 4
Distinct row events in chain: 4
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1731\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 5\nOccupied-space rejections: 1511\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 13 | standardDataset=224/235 (95.32%) | finalTwoRowRiskDispersionDataset=224/235 (95.32%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=MOVING_PASSENGER_YIELD_CHAIN | finalTwoRowRiskDispersionFamily=MOVING_PASSENGER_YIELD_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 14
Scenario seed: -457221805872256975

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2754
Passengers seated: 350/353
Average waiting ticks: 592.43
Longest waiting passenger: P342->34J(RIGHT)
Longest waiting ticks: 2674

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 4
Cluster candidates evaluated: 5
Executable cluster candidates: 2
Rejected cluster candidates: 3
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 4
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1576
Regions dissolved: 2
Repeated reconstructions avoided: 1576
Largest region lifetime: 1549
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1549:occupied=3
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1539
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3091
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 53
Multiple-blocker events: 20
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 3066
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 47
Multiple-blocker events: 21
Temporary aisle reoccupations: 89

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 155
Reservations granted: 152
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7560
Longest unresolved passenger ID: 32
Longest unresolved row: 34
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P32(34D/RIGHT) -> P342(34J/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 32
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 14220
Total stationary ticks: 217253
Seat-event requests: 1935
Failed seat-event starts: 1585

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 342
Critical blocker identity: P342->34J(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P342(34J/RIGHT/WAITING_FOR_SEAT_EVENT)
  P32(34D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1585
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 35|36
Critical blocker unavailable yield tiles: 36
Critical blocker yield-tile occupants: 54
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1585
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 991
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[54]: P54(36E/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P54->36E(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P54{seat=36E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=1164,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 35|36
Current unavailable yield tiles: 36
Current yield-tile occupants: 54
Final row-event chain: 342|54
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1936\nPrecedence substitutions made: 3\nDependency chains followed: 1563\nBlocked by waiting-row occupant: 1563\nSubstituted events started: 7\nOccupied-space rejections: 1589\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:38
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 14
Scenario seed: -457221805872256975

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2754
Passengers seated: 348/353
Average waiting ticks: 588.02
Longest waiting passenger: P208->36I(RIGHT)
Longest waiting ticks: 2688

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 5
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1609
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1609:occupied=5
Confirmation deferral ticks: 5
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1569
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3091
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 53
Multiple-blocker events: 20
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 3061
Maximum occupied tiles: 13
Seat events: 170
Single-blocker events: 46
Multiple-blocker events: 20
Temporary aisle reoccupations: 86

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 155
Reservations granted: 152
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7410
Longest unresolved passenger ID: 283
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P32(34D/RIGHT) -> P342(34J/RIGHT) -> P54(36E/RIGHT) -> P283(36J/RIGHT) -> P208(36I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 32
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 17344
Total stationary ticks: 220392
Seat-event requests: 1956
Failed seat-event starts: 1608

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 208
Critical blocker identity: P208->36I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P208(36I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P283(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P54(36E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P342(34J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P32(34D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1583
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 1
Critical blocker required yield tiles: 37
Critical blocker unavailable yield tiles: 37
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 25
Rear-boundary failures: 1583
Middle-bank reservation failures: 3
Active-event deferrals: 975
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 37
Current unavailable yield tiles: 37
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1957\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 29\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 14 | standardDataset=350/353 (99.15%) | finalTwoRowRiskDispersionDataset=348/353 (98.58%) | seatedDelta=-2 | completionDelta=-0.57% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=true | standardFamily=LINKED_ROW_EVENT_CHAIN | finalTwoRowRiskDispersionFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 15
Scenario seed: 4062907901791905793

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 997
Passengers seated: 282/282
Average waiting ticks: 460.21
Longest waiting passenger: P9->22G(RIGHT)
Longest waiting ticks: 933

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 3
Cluster candidates evaluated: 3
Executable cluster candidates: 2
Rejected cluster candidates: 1
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 7
Selected release potential total: 10
Last cluster decision: RIGHT:tiles11-17:occupied=5:anchor=P65:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 50
Regions dissolved: 1
Repeated reconstructions avoided: 50
Largest region lifetime: 51
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=51
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2233
Maximum occupied tiles: 11
Seat events: 140
Single-blocker events: 35
Multiple-blocker events: 12
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 2129
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 44
Multiple-blocker events: 18
Temporary aisle reoccupations: 80

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 93
Reservations granted: 93
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5878
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7413
Total stationary ticks: 134982
Seat-event requests: 294
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 679
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 679
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:38
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 15
Scenario seed: 4062907901791905793

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 997
Passengers seated: 282/282
Average waiting ticks: 460.20
Longest waiting passenger: P9->22G(RIGHT)
Longest waiting ticks: 933

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 3
Cluster candidates evaluated: 3
Executable cluster candidates: 2
Rejected cluster candidates: 1
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 7
Selected release potential total: 10
Last cluster decision: RIGHT:tiles11-17:occupied=5:anchor=P65:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 50
Regions dissolved: 1
Repeated reconstructions avoided: 50
Largest region lifetime: 51
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=51
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2233
Maximum occupied tiles: 11
Seat events: 140
Single-blocker events: 35
Multiple-blocker events: 12
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 2129
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 44
Multiple-blocker events: 18
Temporary aisle reoccupations: 80

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 93
Reservations granted: 93
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5878
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7406
Total stationary ticks: 134980
Seat-event requests: 294
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 673
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 673
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 15 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 16
Scenario seed: -8950795278425470047

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 871
Passengers seated: 235/235
Average waiting ticks: 383.03
Longest waiting passenger: P128->5B(LEFT)
Longest waiting ticks: 818

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1858
Maximum occupied tiles: 11
Seat events: 125
Single-blocker events: 33
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1550
Maximum occupied tiles: 11
Seat events: 110
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 127
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4307
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5477
Total stationary ticks: 93689
Seat-event requests: 245
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 551
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 551
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 247\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:38
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 16
Scenario seed: -8950795278425470047

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 871
Passengers seated: 235/235
Average waiting ticks: 383.03
Longest waiting passenger: P128->5B(LEFT)
Longest waiting ticks: 818

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1858
Maximum occupied tiles: 11
Seat events: 125
Single-blocker events: 33
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1550
Maximum occupied tiles: 11
Seat events: 110
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 127
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4307
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5477
Total stationary ticks: 93689
Seat-event requests: 245
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 551
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 551
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 247\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 16 | standardDataset=235/235 (100.00%) | finalTwoRowRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 17
Scenario seed: -5993034706659066824

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2462
Passengers seated: 272/282
Average waiting ticks: 465.14
Longest waiting passenger: P226->32I(RIGHT)
Longest waiting ticks: 2400

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 5
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 10
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1708
Regions dissolved: 0
Repeated reconstructions avoided: 1708
Largest region lifetime: 1709
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1709:occupied=10
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1558
State changes reopening evaluation: 4
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2175
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 42
Multiple-blocker events: 15
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2181
Maximum occupied tiles: 18
Seat events: 135
Single-blocker events: 40
Multiple-blocker events: 13
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 97
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 9
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 14808
Longest unresolved passenger ID: 121
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 10
Longest dependency chain: P207(29G/RIGHT) -> P59(26E/RIGHT) -> P117(32E/RIGHT) -> P149(31I/RIGHT) -> P78(31E/RIGHT) -> P187(29I/RIGHT) -> P154(30H/RIGHT) -> P172(31G/RIGHT) -> P121(32H/RIGHT) -> P226(32I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 207
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 9
Total blocked ticks: 22820
Total stationary ticks: 150192
Seat-event requests: 1851
Failed seat-event starts: 1579

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 226
Critical blocker identity: P226->32I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 9
Critical tree size including blocker: 10
Critical tree depth: 10
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 10
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P226(32I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P121(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P172(31G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P154(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P187(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P78(31E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P149(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P117(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P59(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P207(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1567
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 1
Critical blocker required yield tiles: 33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 1567
Middle-bank reservation failures: 4
Active-event deferrals: 721
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1855\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:38
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 17
Scenario seed: -5993034706659066824

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2462
Passengers seated: 272/282
Average waiting ticks: 465.23
Longest waiting passenger: P226->32I(RIGHT)
Longest waiting ticks: 2397

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 5
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 10
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1708
Regions dissolved: 0
Repeated reconstructions avoided: 1708
Largest region lifetime: 1709
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1709:occupied=10
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1558
State changes reopening evaluation: 4
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2175
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 42
Multiple-blocker events: 15
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2181
Maximum occupied tiles: 18
Seat events: 135
Single-blocker events: 40
Multiple-blocker events: 13
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 97
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 9
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 14804
Longest unresolved passenger ID: 121
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 10
Longest dependency chain: P207(29G/RIGHT) -> P59(26E/RIGHT) -> P117(32E/RIGHT) -> P149(31I/RIGHT) -> P78(31E/RIGHT) -> P187(29I/RIGHT) -> P154(30H/RIGHT) -> P172(31G/RIGHT) -> P121(32H/RIGHT) -> P226(32I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 207
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 9
Total blocked ticks: 22805
Total stationary ticks: 150187
Seat-event requests: 1851
Failed seat-event starts: 1579

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 226
Critical blocker identity: P226->32I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 9
Critical tree size including blocker: 10
Critical tree depth: 10
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 10
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P226(32I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P121(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P172(31G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P154(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P187(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P78(31E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P149(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P117(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P59(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P207(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1567
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 1
Critical blocker required yield tiles: 33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 1567
Middle-bank reservation failures: 4
Active-event deferrals: 733
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1855\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 17 | standardDataset=272/282 (96.45%) | finalTwoRowRiskDispersionDataset=272/282 (96.45%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | finalTwoRowRiskDispersionFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 18
Scenario seed: 8947593190842218294

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 997
Passengers seated: 282/282
Average waiting ticks: 464.79
Longest waiting passenger: P235->25A(LEFT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2262
Maximum occupied tiles: 11
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 18
Temporary aisle reoccupations: 69

RIGHT AISLE
-----------
Total moves: 2126
Maximum occupied tiles: 15
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 17
Temporary aisle reoccupations: 75

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6957
Total stationary ticks: 135735
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 725
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 725
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:38
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 18
Scenario seed: 8947593190842218294

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 997
Passengers seated: 282/282
Average waiting ticks: 464.83
Longest waiting passenger: P235->25A(LEFT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2262
Maximum occupied tiles: 11
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 18
Temporary aisle reoccupations: 69

RIGHT AISLE
-----------
Total moves: 2126
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 17
Temporary aisle reoccupations: 75

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5595
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6886
Total stationary ticks: 135714
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 694
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 694
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 18 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 19
Scenario seed: -3071790934870179305

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.74%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 833
Passengers seated: 235/235
Average waiting ticks: 380.66
Longest waiting passenger: P185->4H(RIGHT)
Longest waiting ticks: 773

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 6
Last cluster decision: RIGHT:tiles9-12:occupied=3:anchor=P225:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 37
Regions dissolved: 3
Repeated reconstructions avoided: 37
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=13
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1680
Maximum occupied tiles: 12
Seat events: 116
Single-blocker events: 38
Multiple-blocker events: 7
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1742
Maximum occupied tiles: 13
Seat events: 119
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 130
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4682
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5910
Total stationary ticks: 93445
Seat-event requests: 252
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 626
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 626
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 7\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:38
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 19
Scenario seed: -3071790934870179305

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.74%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 833
Passengers seated: 235/235
Average waiting ticks: 380.66
Longest waiting passenger: P185->4H(RIGHT)
Longest waiting ticks: 773

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 6
Last cluster decision: RIGHT:tiles9-12:occupied=3:anchor=P225:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 37
Regions dissolved: 3
Repeated reconstructions avoided: 37
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=13
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1680
Maximum occupied tiles: 12
Seat events: 116
Single-blocker events: 38
Multiple-blocker events: 7
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1742
Maximum occupied tiles: 13
Seat events: 119
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 130
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4682
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5910
Total stationary ticks: 93445
Seat-event requests: 252
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 626
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 626
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 7\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 19 | standardDataset=235/235 (100.00%) | finalTwoRowRiskDispersionDataset=235/235 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:39
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 20
Scenario seed: -4277139289941249147

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.50%
Blocker-prone seat share (topology component): 67.38%
Aisle-assignment balance: 96.45%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2523
Passengers seated: 276/282
Average waiting ticks: 495.66
Longest waiting passenger: P93->28I(RIGHT)
Longest waiting ticks: 2480

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 4
Cluster candidates evaluated: 4
Executable cluster candidates: 0
Rejected cluster candidates: 4
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1611
Regions dissolved: 0
Repeated reconstructions avoided: 1611
Largest region lifetime: 1612
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1612:occupied=5
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1536
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 136
Single-blocker events: 45
Multiple-blocker events: 16
Temporary aisle reoccupations: 77

RIGHT AISLE
-----------
Total moves: 2229
Maximum occupied tiles: 14
Seat events: 140
Single-blocker events: 56
Multiple-blocker events: 8
Temporary aisle reoccupations: 72

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5671
Longest unresolved passenger ID: 91
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P275(32F/RIGHT) -> P246(32G/RIGHT) -> P218(30F/RIGHT) -> P93(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 275
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 15939
Total stationary ticks: 148649
Seat-event requests: 1851
Failed seat-event starts: 1575

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 93
Critical blocker identity: P93->28I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P93(28I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P218(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P246(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P275(32F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1575
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 249
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1575
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 820
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[249]: P249(30I/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P249->30I(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P249{seat=30I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=815,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 249
Final row-event chain: 93|249
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1851\nPrecedence substitutions made: 1\nDependency chains followed: 1568\nBlocked by waiting-row occupant: 3115\nSubstituted events started: 1\nOccupied-space rejections: 6237\nMaximum scheduling-chain depth: 3\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:39
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 20
Scenario seed: -4277139289941249147

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.50%
Blocker-prone seat share (topology component): 67.38%
Aisle-assignment balance: 96.45%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2523
Passengers seated: 276/282
Average waiting ticks: 495.65
Longest waiting passenger: P93->28I(RIGHT)
Longest waiting ticks: 2480

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 4
Cluster candidates evaluated: 4
Executable cluster candidates: 0
Rejected cluster candidates: 4
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1611
Regions dissolved: 0
Repeated reconstructions avoided: 1611
Largest region lifetime: 1612
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1612:occupied=5
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1536
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 136
Single-blocker events: 45
Multiple-blocker events: 16
Temporary aisle reoccupations: 77

RIGHT AISLE
-----------
Total moves: 2229
Maximum occupied tiles: 14
Seat events: 140
Single-blocker events: 56
Multiple-blocker events: 8
Temporary aisle reoccupations: 72

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5678
Longest unresolved passenger ID: 91
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P275(32F/RIGHT) -> P246(32G/RIGHT) -> P218(30F/RIGHT) -> P93(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 275
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 15956
Total stationary ticks: 148656
Seat-event requests: 1851
Failed seat-event starts: 1575

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 93
Critical blocker identity: P93->28I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P93(28I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P218(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P246(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P275(32F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1575
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 249
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1575
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 826
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[249]: P249(30I/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P249->30I(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P249{seat=30I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=815,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 249
Final row-event chain: 93|249
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1851\nPrecedence substitutions made: 1\nDependency chains followed: 1568\nBlocked by waiting-row occupant: 3115\nSubstituted events started: 1\nOccupied-space rejections: 6237\nMaximum scheduling-chain depth: 3\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 20 | standardDataset=276/282 (97.87%) | finalTwoRowRiskDispersionDataset=276/282 (97.87%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=LINKED_ROW_EVENT_CHAIN | finalTwoRowRiskDispersionFamily=LINKED_ROW_EVENT_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:39
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 21
Scenario seed: 2156042196335317824

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2509
Passengers seated: 280/282
Average waiting ticks: 465.41
Longest waiting passenger: P120->32F(LEFT)
Longest waiting ticks: 2432

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles19-24:occupied=5:anchor=P160:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 26
Regions dissolved: 1
Repeated reconstructions avoided: 26
Largest region lifetime: 27
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=27
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2155
Maximum occupied tiles: 15
Seat events: 136
Single-blocker events: 40
Multiple-blocker events: 15
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2213
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 31
Multiple-blocker events: 20
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1670
Reservations granted: 1670
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: 44
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P44(32C/LEFT) -> P120(32F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 44
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 10298
Total stationary ticks: 137703
Seat-event requests: 1872
Failed seat-event starts: 1592

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 120
Critical blocker identity: P120->32F(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P120(32F/LEFT/WAITING_FOR_SEAT_EVENT)
  P44(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1573
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 33|34
Critical blocker unavailable yield tiles: 33|34
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 19
Rear-boundary failures: 1573
Middle-bank reservation failures: 0
Active-event deferrals: 729
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 33|34
Current unavailable yield tiles: 33|34
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1871\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:39
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 21
Scenario seed: 2156042196335317824

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2509
Passengers seated: 280/282
Average waiting ticks: 465.39
Longest waiting passenger: P120->32F(LEFT)
Longest waiting ticks: 2432

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles19-24:occupied=5:anchor=P160:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 26
Regions dissolved: 1
Repeated reconstructions avoided: 26
Largest region lifetime: 27
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=27
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2155
Maximum occupied tiles: 15
Seat events: 136
Single-blocker events: 40
Multiple-blocker events: 15
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2213
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 31
Multiple-blocker events: 20
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1670
Reservations granted: 1670
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5614
Longest unresolved passenger ID: 44
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P44(32C/LEFT) -> P120(32F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 44
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 10312
Total stationary ticks: 137707
Seat-event requests: 1872
Failed seat-event starts: 1592

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 120
Critical blocker identity: P120->32F(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P120(32F/LEFT/WAITING_FOR_SEAT_EVENT)
  P44(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1573
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 33|34
Critical blocker unavailable yield tiles: 33|34
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 19
Rear-boundary failures: 1573
Middle-bank reservation failures: 0
Active-event deferrals: 732
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 33|34
Current unavailable yield tiles: 33|34
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1871\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 0\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 21 | standardDataset=280/282 (99.29%) | finalTwoRowRiskDispersionDataset=280/282 (99.29%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=REAR_BOUNDARY_LOCK | finalTwoRowRiskDispersionFamily=REAR_BOUNDARY_LOCK

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:39
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 22
Scenario seed: -5766723168729519310

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 96.32%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2745
Passengers seated: 277/353
Average waiting ticks: 763.89
Longest waiting passenger: P6->14I(RIGHT)
Longest waiting ticks: 2745

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 5
Clusters detected: 5
Activations without intervention: 36
Cluster candidates evaluated: 58
Executable cluster candidates: 0
Rejected cluster candidates: 58
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 36
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 5
Region updates: 4062
Regions dissolved: 3
Repeated reconstructions avoided: 4062
Largest region lifetime: 2370
Maximum simultaneous active regions: 3
Regions active at termination: 2
Last lifecycle event: UPDATE:R1:age=2370:occupied=36
Confirmation deferral ticks: 7
Regions reaching confirmation: 2
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 2084
State changes reopening evaluation: 34
Region priority competitions: 1569
Regions ranked: 3138
Hierarchical selections: 1569
Lower-priority evaluations deferred: 1546
Highest selected priority score: 39710
Left/right priority wins: 0/1569
Priority ties: 0
Last priority decision: LEFT:R4:score=7810 | RIGHT:R1:score=39710 | selected=RIGHT

LEFT AISLE
----------
Total moves: 3174
Maximum occupied tiles: 16
Seat events: 176
Single-blocker events: 40
Multiple-blocker events: 22
Temporary aisle reoccupations: 88

RIGHT AISLE
-----------
Total moves: 2127
Maximum occupied tiles: 36
Seat events: 101
Single-blocker events: 20
Multiple-blocker events: 10
Temporary aisle reoccupations: 42

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2198
Reservations granted: 2198
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 33
Remaining moving in aisle: 37
Remaining waiting at row: 6
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 74808
Longest unresolved passenger ID: 6
Longest unresolved row: 14
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 25
Longest dependency chain: P311(16F/RIGHT) -> P292(5J/RIGHT) -> P309(25H/RIGHT) -> P68(35E/RIGHT) -> P318(34I/RIGHT) -> P105(17H/RIGHT) -> P203(32I/RIGHT) -> P103(27G/RIGHT) -> P152(36H/RIGHT) -> P125(31D/RIGHT) -> P308(20I/RIGHT) -> P143(29E/RIGHT) -> P100(14J/RIGHT) -> P211(15I/RIGHT) -> P259(30J/RIGHT) -> P135(28I/RIGHT) -> P42(21I/RIGHT) -> P181(32D/RIGHT) -> P139(25I/RIGHT) -> P194(28F/RIGHT) -> P55(32H/RIGHT) -> P243(28J/RIGHT) -> P296(28D/RIGHT) -> P217(30I/RIGHT) -> P140(25E/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 311
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 37
Total blocked ticks: 93355
Total stationary ticks: 349294
Seat-event requests: 3976
Failed seat-event starts: 3699

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 140
Critical blocker identity: P140->25E(RIGHT)
Direct fan-out: 1
Total indirect descendants: 24
Critical tree size including blocker: 25
Critical tree depth: 25
Frozen internal components: 6
Terminal WAITING_FOR_SEAT_EVENT nodes: 6
Unresolved internal passengers: 43
Unresolved outside passengers: 33
Unresolved internal passengers outside critical tree: 18
Critical blocker tree:
P140(25E/RIGHT/WAITING_FOR_SEAT_EVENT)
  P217(30I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P296(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P243(28J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P55(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P194(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P139(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P181(32D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P42(21I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P135(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P259(30J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P211(15I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P100(14J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P143(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P308(20I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P125(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P152(36H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P103(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P203(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P105(17H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P318(34I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P68(35E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P309(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P292(5J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P311(16F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 3649
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 26|27
Critical blocker unavailable yield tiles: 26|27
Critical blocker yield-tile occupants: 20|218
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 3
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 3649
Rear-boundary failures: 50
Middle-bank reservation failures: 0
Active-event deferrals: 1207
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 8
Yield-occupant trace: yieldOccupant[20]: P20(32F/RIGHT/MOVING_IN_AISLE@tile26) -> P218(36J/RIGHT/MOVING_IN_AISLE@tile27) -> P5(30H/RIGHT/MOVING_IN_AISLE@tile28) -> P33(31J/RIGHT/MOVING_IN_AISLE@tile29) -> P236(33D/RIGHT/MOVING_IN_AISLE@tile30) -> P238(34F/RIGHT/MOVING_IN_AISLE@tile31) -> P14(34H/RIGHT/MOVING_IN_AISLE@tile32) -> P214(33I/RIGHT/WAITING_AT_ROW@tile33) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[218]: P218(36J/RIGHT/MOVING_IN_AISLE@tile27) -> P5(30H/RIGHT/MOVING_IN_AISLE@tile28) -> P33(31J/RIGHT/MOVING_IN_AISLE@tile29) -> P236(33D/RIGHT/MOVING_IN_AISLE@tile30) -> P238(34F/RIGHT/MOVING_IN_AISLE@tile31) -> P14(34H/RIGHT/MOVING_IN_AISLE@tile32) -> P214(33I/RIGHT/WAITING_AT_ROW@tile33) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P214->33I(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P20{seat=32F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=26,directBlocker=218,lastMoveTick=657,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P218{seat=36J,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=5,lastMoveTick=649,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 26|27
Current unavailable yield tiles: 26|27
Current yield-tile occupants: 20|218
Final row-event chain: 140|20|218|5|33|236|238|14|214
Final row-event chain length: 9
Distinct row events in chain: 9
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 6
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3976\nPrecedence substitutions made: 2\nDependency chains followed: 41\nBlocked by waiting-row occupant: 41\nSubstituted events started: 2\nOccupied-space rejections: 3675\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:39
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 22
Scenario seed: -5766723168729519310

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 96.32%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2745
Passengers seated: 346/353
Average waiting ticks: 596.96
Longest waiting passenger: P147->35A(LEFT)
Longest waiting ticks: 2680

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 7
Cluster candidates evaluated: 12
Executable cluster candidates: 0
Rejected cluster candidates: 12
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 7
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 1708
Regions dissolved: 3
Repeated reconstructions avoided: 1708
Largest region lifetime: 1648
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1648:occupied=7
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 1540
State changes reopening evaluation: 6
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3174
Maximum occupied tiles: 15
Seat events: 176
Single-blocker events: 37
Multiple-blocker events: 26
Temporary aisle reoccupations: 94

RIGHT AISLE
-----------
Total moves: 2997
Maximum occupied tiles: 15
Seat events: 170
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 107

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 148
Reservations granted: 148
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7949
Longest unresolved passenger ID: 23
Longest unresolved row: 35
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P196(34A/LEFT) -> P23(35B/LEFT) -> P147(35A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 196
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 20676
Total stationary ticks: 223824
Seat-event requests: 1918
Failed seat-event starts: 1572

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 3
Critical blocker identity: P3->32A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 7
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P3(32A/LEFT/WAITING_FOR_SEAT_EVENT)
  P128(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P290(34B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1572
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 33|34
Critical blocker unavailable yield tiles: 33|34
Critical blocker yield-tile occupants: 196|23
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1572
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 974
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 3
Yield-occupant trace: yieldOccupant[196]: P196(34A/LEFT/MOVING_IN_AISLE@tile33) -> P23(35B/LEFT/MOVING_IN_AISLE@tile34) -> P147(35A/LEFT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[23]: P23(35B/LEFT/MOVING_IN_AISLE@tile34) -> P147(35A/LEFT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P147->35A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P196{seat=34A,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=33,directBlocker=23,lastMoveTick=1179,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P23{seat=35B,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=34,directBlocker=147,lastMoveTick=1093,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 33|34
Current unavailable yield tiles: 33|34
Current yield-tile occupants: 196|23
Final row-event chain: 3|196|23|147
Final row-event chain length: 4
Distinct row events in chain: 4
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1918\nPrecedence substitutions made: 2\nDependency chains followed: 42\nBlocked by waiting-row occupant: 42\nSubstituted events started: 3\nOccupied-space rejections: 1579\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 22 | standardDataset=277/353 (78.47%) | finalTwoRowRiskDispersionDataset=346/353 (98.02%) | seatedDelta=+69 | completionDelta=+19.55% | outsideDelta=-33 | clustersDetected=4 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | finalTwoRowRiskDispersionFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:39
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 23
Scenario seed: 3227199808506299833

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 999
Passengers seated: 282/282
Average waiting ticks: 461.28
Longest waiting passenger: P145->23F(RIGHT)
Longest waiting ticks: 957

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 4
Last cluster decision: LEFT:tiles14-16:occupied=3:anchor=P72:selected=P123:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 18
Regions dissolved: 2
Repeated reconstructions avoided: 18
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2167
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 34
Multiple-blocker events: 20
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 2198
Maximum occupied tiles: 12
Seat events: 141
Single-blocker events: 30
Multiple-blocker events: 18
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5448
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6929
Total stationary ticks: 134708
Seat-event requests: 303
Failed seat-event starts: 21

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 742
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 21
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 742
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 26\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:39
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 23
Scenario seed: 3227199808506299833

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 999
Passengers seated: 282/282
Average waiting ticks: 461.19
Longest waiting passenger: P145->23F(RIGHT)
Longest waiting ticks: 957

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 4
Last cluster decision: LEFT:tiles14-16:occupied=3:anchor=P72:selected=P123:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 18
Regions dissolved: 2
Repeated reconstructions avoided: 18
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2167
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 34
Multiple-blocker events: 20
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 2198
Maximum occupied tiles: 12
Seat events: 141
Single-blocker events: 30
Multiple-blocker events: 18
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5483
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6951
Total stationary ticks: 134715
Seat-event requests: 303
Failed seat-event starts: 21

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 733
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 21
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 733
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 26\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 23 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:39
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 24
Scenario seed: 8005147200778309228

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1271
Passengers seated: 353/353
Average waiting ticks: 591.42
Longest waiting passenger: P62->26F(RIGHT)
Longest waiting ticks: 1213

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3014
Maximum occupied tiles: 13
Seat events: 174
Single-blocker events: 42
Multiple-blocker events: 21
Temporary aisle reoccupations: 86

RIGHT AISLE
-----------
Total moves: 3120
Maximum occupied tiles: 15
Seat events: 179
Single-blocker events: 55
Multiple-blocker events: 24
Temporary aisle reoccupations: 106

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 148
Reservations granted: 148
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7411
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8961
Total stationary ticks: 214978
Seat-event requests: 366
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 822
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 822
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 366\nPrecedence substitutions made: 5\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 6\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:39
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 24
Scenario seed: 8005147200778309228

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1271
Passengers seated: 353/353
Average waiting ticks: 591.42
Longest waiting passenger: P62->26F(RIGHT)
Longest waiting ticks: 1213

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3014
Maximum occupied tiles: 13
Seat events: 174
Single-blocker events: 42
Multiple-blocker events: 21
Temporary aisle reoccupations: 86

RIGHT AISLE
-----------
Total moves: 3120
Maximum occupied tiles: 15
Seat events: 179
Single-blocker events: 55
Multiple-blocker events: 24
Temporary aisle reoccupations: 106

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 148
Reservations granted: 148
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7411
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8961
Total stationary ticks: 214978
Seat-event requests: 366
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 822
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 822
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 366\nPrecedence substitutions made: 5\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 6\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 24 | standardDataset=353/353 (100.00%) | finalTwoRowRiskDispersionDataset=353/353 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:39
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 25
Scenario seed: -2702801730491492296

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1000
Passengers seated: 282/282
Average waiting ticks: 462.07
Longest waiting passenger: P235->11E(LEFT)
Longest waiting ticks: 967

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2181
Maximum occupied tiles: 11
Seat events: 143
Single-blocker events: 33
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 2227
Maximum occupied tiles: 13
Seat events: 139
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 97
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5581
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6908
Total stationary ticks: 135059
Seat-event requests: 293
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 644
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 644
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 9\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:39
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 25
Scenario seed: -2702801730491492296

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1000
Passengers seated: 282/282
Average waiting ticks: 462.07
Longest waiting passenger: P235->11E(LEFT)
Longest waiting ticks: 967

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2181
Maximum occupied tiles: 11
Seat events: 143
Single-blocker events: 33
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 2227
Maximum occupied tiles: 13
Seat events: 139
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 97
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5581
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6915
Total stationary ticks: 135061
Seat-event requests: 293
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 650
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 650
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 8\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 25 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:39
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 26
Scenario seed: -8345824874507060339

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 91.22%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2624
Passengers seated: 263/353
Average waiting ticks: 981.50
Longest waiting passenger: P5->29A(LEFT)
Longest waiting ticks: 2624

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 27
Regions dissolved: 2
Repeated reconstructions avoided: 27
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1905
Maximum occupied tiles: 13
Seat events: 102
Single-blocker events: 17
Multiple-blocker events: 6
Temporary aisle reoccupations: 29

RIGHT AISLE
-----------
Total moves: 2743
Maximum occupied tiles: 13
Seat events: 161
Single-blocker events: 58
Multiple-blocker events: 12
Temporary aisle reoccupations: 85

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2007
Reservations granted: 2007
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 80
Remaining moving in aisle: 4
Remaining waiting at row: 6
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 12248
Longest unresolved passenger ID: 5
Longest unresolved row: 29
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P18(20C/LEFT) -> P149(6C/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 18
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 26060
Total stationary ticks: 359005
Seat-event requests: 2178
Failed seat-event starts: 1915

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 121
Critical blocker identity: P121->26G(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 6
Terminal WAITING_FOR_SEAT_EVENT nodes: 6
Unresolved internal passengers: 10
Unresolved outside passengers: 80
Unresolved internal passengers outside critical tree: 8
Critical blocker tree:
P121(26G/LEFT/WAITING_FOR_SEAT_EVENT)
  P158(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1915
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 5
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1915
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 721
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 3
Current required yield tiles: 27|28|29
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2177\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1918\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:39
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 26
Scenario seed: -8345824874507060339

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 91.22%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2624
Passengers seated: 263/353
Average waiting ticks: 981.50
Longest waiting passenger: P5->29A(LEFT)
Longest waiting ticks: 2624

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 27
Regions dissolved: 2
Repeated reconstructions avoided: 27
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1905
Maximum occupied tiles: 13
Seat events: 102
Single-blocker events: 17
Multiple-blocker events: 6
Temporary aisle reoccupations: 29

RIGHT AISLE
-----------
Total moves: 2743
Maximum occupied tiles: 13
Seat events: 161
Single-blocker events: 58
Multiple-blocker events: 12
Temporary aisle reoccupations: 85

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2007
Reservations granted: 2007
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 80
Remaining moving in aisle: 4
Remaining waiting at row: 6
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 12248
Longest unresolved passenger ID: 5
Longest unresolved row: 29
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P18(20C/LEFT) -> P149(6C/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 18
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 26060
Total stationary ticks: 359005
Seat-event requests: 2178
Failed seat-event starts: 1915

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 121
Critical blocker identity: P121->26G(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 6
Terminal WAITING_FOR_SEAT_EVENT nodes: 6
Unresolved internal passengers: 10
Unresolved outside passengers: 80
Unresolved internal passengers outside critical tree: 8
Critical blocker tree:
P121(26G/LEFT/WAITING_FOR_SEAT_EVENT)
  P158(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1915
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 5
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1915
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 721
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 3
Current required yield tiles: 27|28|29
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2177\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1918\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 26 | standardDataset=263/353 (74.50%) | finalTwoRowRiskDispersionDataset=263/353 (74.50%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=2 | clusterSelections=1 | clusterStarts=1 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN | finalTwoRowRiskDispersionFamily=ENTRY_SATURATION_WITH_INTERNAL_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:39
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 27
Scenario seed: 4799773213532248393

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.33%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2747
Passengers seated: 342/353
Average waiting ticks: 590.29
Longest waiting passenger: P292->33D(RIGHT)
Longest waiting ticks: 2686

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 5
Clusters detected: 5
Activations without intervention: 17
Cluster candidates evaluated: 20
Executable cluster candidates: 2
Rejected cluster candidates: 18
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 11
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 5
Region updates: 1829
Regions dissolved: 4
Repeated reconstructions avoided: 1829
Largest region lifetime: 1783
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1783:occupied=11
Confirmation deferral ticks: 8
Regions reaching confirmation: 3
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1617
State changes reopening evaluation: 15
Region priority competitions: 2
Regions ranked: 4
Hierarchical selections: 2
Lower-priority evaluations deferred: 0
Highest selected priority score: 6610
Left/right priority wins: 0/2
Priority ties: 0
Last priority decision: LEFT:R5:score=2214 | RIGHT:R3:score=6610 | selected=RIGHT

LEFT AISLE
----------
Total moves: 3152
Maximum occupied tiles: 14
Seat events: 175
Single-blocker events: 47
Multiple-blocker events: 28
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 2977
Maximum occupied tiles: 20
Seat events: 167
Single-blocker events: 48
Multiple-blocker events: 14
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1793
Reservations granted: 1791
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 9
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 15878
Longest unresolved passenger ID: 149
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 10
Longest dependency chain: P208(34H/RIGHT) -> P79(27H/RIGHT) -> P242(29G/RIGHT) -> P59(34G/RIGHT) -> P324(31J/RIGHT) -> P21(36F/RIGHT) -> P205(36I/RIGHT) -> P103(32H/RIGHT) -> P149(36J/RIGHT) -> P292(33D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 208
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 9
Total blocked ticks: 28362
Total stationary ticks: 230175
Seat-event requests: 2011
Failed seat-event starts: 1669

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 292
Critical blocker identity: P292->33D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 9
Critical tree size including blocker: 10
Critical tree depth: 10
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 11
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P292(33D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P149(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P103(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P205(36I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P21(36F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P324(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P59(34G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P242(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P79(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P208(34H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1668
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 34|35|36
Critical blocker unavailable yield tiles: 35
Critical blocker yield-tile occupants: 126
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1668
Rear-boundary failures: 1
Middle-bank reservation failures: 2
Active-event deferrals: 1239
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[126]: P126(35J/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P126->35J(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P126{seat=35J,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=891,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 34|35|36
Current unavailable yield tiles: 35
Current yield-tile occupants: 126
Final row-event chain: 292|126
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2012\nPrecedence substitutions made: 8\nDependency chains followed: 1655\nBlocked by waiting-row occupant: 1655\nSubstituted events started: 9\nOccupied-space rejections: 1697\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:39
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 27
Scenario seed: 4799773213532248393

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.33%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2747
Passengers seated: 342/353
Average waiting ticks: 590.29
Longest waiting passenger: P292->33D(RIGHT)
Longest waiting ticks: 2686

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 5
Clusters detected: 5
Activations without intervention: 17
Cluster candidates evaluated: 20
Executable cluster candidates: 2
Rejected cluster candidates: 18
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 11
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 5
Region updates: 1829
Regions dissolved: 4
Repeated reconstructions avoided: 1829
Largest region lifetime: 1783
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1783:occupied=11
Confirmation deferral ticks: 8
Regions reaching confirmation: 3
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1617
State changes reopening evaluation: 15
Region priority competitions: 2
Regions ranked: 4
Hierarchical selections: 2
Lower-priority evaluations deferred: 0
Highest selected priority score: 6610
Left/right priority wins: 0/2
Priority ties: 0
Last priority decision: LEFT:R5:score=2214 | RIGHT:R3:score=6610 | selected=RIGHT

LEFT AISLE
----------
Total moves: 3152
Maximum occupied tiles: 14
Seat events: 175
Single-blocker events: 47
Multiple-blocker events: 28
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 2977
Maximum occupied tiles: 20
Seat events: 167
Single-blocker events: 48
Multiple-blocker events: 14
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1793
Reservations granted: 1791
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 9
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 15878
Longest unresolved passenger ID: 149
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 10
Longest dependency chain: P208(34H/RIGHT) -> P79(27H/RIGHT) -> P242(29G/RIGHT) -> P59(34G/RIGHT) -> P324(31J/RIGHT) -> P21(36F/RIGHT) -> P205(36I/RIGHT) -> P103(32H/RIGHT) -> P149(36J/RIGHT) -> P292(33D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 208
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 9
Total blocked ticks: 28362
Total stationary ticks: 230175
Seat-event requests: 2011
Failed seat-event starts: 1669

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 292
Critical blocker identity: P292->33D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 9
Critical tree size including blocker: 10
Critical tree depth: 10
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 11
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P292(33D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P149(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P103(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P205(36I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P21(36F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P324(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P59(34G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P242(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P79(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P208(34H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1668
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 34|35|36
Critical blocker unavailable yield tiles: 35
Critical blocker yield-tile occupants: 126
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1668
Rear-boundary failures: 1
Middle-bank reservation failures: 2
Active-event deferrals: 1239
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[126]: P126(35J/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P126->35J(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P126{seat=35J,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=891,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 34|35|36
Current unavailable yield tiles: 35
Current yield-tile occupants: 126
Final row-event chain: 292|126
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2012\nPrecedence substitutions made: 8\nDependency chains followed: 1655\nBlocked by waiting-row occupant: 1655\nSubstituted events started: 9\nOccupied-space rejections: 1697\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 27 | standardDataset=342/353 (96.88%) | finalTwoRowRiskDispersionDataset=342/353 (96.88%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=5 | clusterSelections=2 | clusterStarts=2 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=LINKED_ROW_EVENT_CHAIN | finalTwoRowRiskDispersionFamily=LINKED_ROW_EVENT_CHAIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:39
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 28
Scenario seed: -8970582673838479181

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.74%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2350
Passengers seated: 216/235
Average waiting ticks: 413.67
Longest waiting passenger: P182->10F(LEFT)
Longest waiting ticks: 2330

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 20
Cluster candidates evaluated: 38
Executable cluster candidates: 0
Rejected cluster candidates: 38
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 17
Selected release potential total: 0
Last cluster decision: LEFT:tiles13-30:occupied=17:anchor=P6:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 2199
Regions dissolved: 2
Repeated reconstructions avoided: 2199
Largest region lifetime: 2174
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: TRACK:R1:age=2174:localMembers=17
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 102
State changes reopening evaluation: 18
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1580
Maximum occupied tiles: 23
Seat events: 95
Single-blocker events: 27
Multiple-blocker events: 6
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1753
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1877
Reservations granted: 1877
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 2

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 15
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 26482
Longest unresolved passenger ID: 153
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 16
Longest dependency chain: P144(22E/LEFT) -> P227(20B/LEFT) -> P228(19E/LEFT) -> P80(25A/LEFT) -> P77(24B/LEFT) -> P76(28B/LEFT) -> P103(27D/LEFT) -> P167(27C/LEFT) -> P148(29F/LEFT) -> P9(23B/LEFT) -> P136(25C/LEFT) -> P63(26A/LEFT) -> P55(26F/LEFT) -> P2(30B/LEFT) -> P105(30D/LEFT) -> P6(28E/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 144
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 15
Total blocked ticks: 39025
Total stationary ticks: 126482
Seat-event requests: 2061
Failed seat-event starts: 1845

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 6
Critical blocker identity: P6->28E(LEFT)
Direct fan-out: 1
Total indirect descendants: 15
Critical tree size including blocker: 16
Critical tree depth: 16
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 19
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P6(28E/LEFT/WAITING_FOR_SEAT_EVENT)
  P105(30D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P2(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P55(26F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P63(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P136(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P9(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P148(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P167(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P103(27D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P76(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P77(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P80(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P228(19E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P227(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P144(22E/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1845
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 29|30
Critical blocker yield-tile occupants: 60|153
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1845
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 1317
Simultaneous arbitration losses: 2

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 1
Yield-occupant trace: yieldOccupant[60]: P60(29A/LEFT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[153]: P153(30F/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P153->30F(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: false
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P60{seat=29A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=29,directBlocker=-1,lastMoveTick=103,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} || P153{seat=30F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=99,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 29|30
Current yield-tile occupants: 60|153
Final row-event chain: 6|60
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2063\nPrecedence substitutions made: 1\nDependency chains followed: 196\nBlocked by waiting-row occupant: 318\nSubstituted events started: 3\nOccupied-space rejections: 3923\nMaximum scheduling-chain depth: 3\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:39
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 28
Scenario seed: -8970582673838479181

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.74%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2350
Passengers seated: 216/235
Average waiting ticks: 413.66
Longest waiting passenger: P182->10F(LEFT)
Longest waiting ticks: 2330

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 20
Cluster candidates evaluated: 38
Executable cluster candidates: 0
Rejected cluster candidates: 38
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 17
Selected release potential total: 0
Last cluster decision: LEFT:tiles13-30:occupied=17:anchor=P6:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 2199
Regions dissolved: 2
Repeated reconstructions avoided: 2199
Largest region lifetime: 2174
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: TRACK:R1:age=2174:localMembers=17
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 102
State changes reopening evaluation: 18
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1580
Maximum occupied tiles: 23
Seat events: 95
Single-blocker events: 27
Multiple-blocker events: 6
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1753
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1877
Reservations granted: 1877
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 2

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 15
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 26477
Longest unresolved passenger ID: 153
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 16
Longest dependency chain: P144(22E/LEFT) -> P227(20B/LEFT) -> P228(19E/LEFT) -> P80(25A/LEFT) -> P77(24B/LEFT) -> P76(28B/LEFT) -> P103(27D/LEFT) -> P167(27C/LEFT) -> P148(29F/LEFT) -> P9(23B/LEFT) -> P136(25C/LEFT) -> P63(26A/LEFT) -> P55(26F/LEFT) -> P2(30B/LEFT) -> P105(30D/LEFT) -> P6(28E/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 144
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 15
Total blocked ticks: 39032
Total stationary ticks: 126484
Seat-event requests: 2061
Failed seat-event starts: 1845

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 6
Critical blocker identity: P6->28E(LEFT)
Direct fan-out: 1
Total indirect descendants: 15
Critical tree size including blocker: 16
Critical tree depth: 16
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 19
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P6(28E/LEFT/WAITING_FOR_SEAT_EVENT)
  P105(30D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P2(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P55(26F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P63(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P136(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P9(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P148(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P167(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P103(27D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P76(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P77(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P80(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P228(19E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P227(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P144(22E/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1845
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 29|30
Critical blocker yield-tile occupants: 60|153
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1845
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 1319
Simultaneous arbitration losses: 2

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 1
Yield-occupant trace: yieldOccupant[60]: P60(29A/LEFT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[153]: P153(30F/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P153->30F(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: false
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P60{seat=29A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=29,directBlocker=-1,lastMoveTick=103,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} || P153{seat=30F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=99,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 29|30
Current yield-tile occupants: 60|153
Final row-event chain: 6|60
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2063\nPrecedence substitutions made: 1\nDependency chains followed: 196\nBlocked by waiting-row occupant: 318\nSubstituted events started: 3\nOccupied-space rejections: 3923\nMaximum scheduling-chain depth: 3\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 28 | standardDataset=216/235 (91.91%) | finalTwoRowRiskDispersionDataset=216/235 (91.91%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL | finalTwoRowRiskDispersionFamily=MIXED_OR_UNCLASSIFIED_RESIDUAL

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:39
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 29
Scenario seed: 4864444880977790924

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1020
Passengers seated: 282/282
Average waiting ticks: 465.05
Longest waiting passenger: P148->23C(LEFT)
Longest waiting ticks: 966

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2210
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 33
Multiple-blocker events: 19
Temporary aisle reoccupations: 71

RIGHT AISLE
-----------
Total moves: 2200
Maximum occupied tiles: 11
Seat events: 138
Single-blocker events: 40
Multiple-blocker events: 12
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 100
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5486
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6602
Total stationary ticks: 135635
Seat-event requests: 294
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 615
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 615
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:39
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 29
Scenario seed: 4864444880977790924

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1021
Passengers seated: 282/282
Average waiting ticks: 465.01
Longest waiting passenger: P148->23C(LEFT)
Longest waiting ticks: 969

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2210
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 33
Multiple-blocker events: 19
Temporary aisle reoccupations: 71

RIGHT AISLE
-----------
Total moves: 2200
Maximum occupied tiles: 11
Seat events: 138
Single-blocker events: 40
Multiple-blocker events: 12
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 100
Reservations granted: 99
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5495
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6593
Total stationary ticks: 135625
Seat-event requests: 294
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 604
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 604
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 29 | standardDataset=282/282 (100.00%) | finalTwoRowRiskDispersionDataset=282/282 (100.00%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=0 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=COMPLETE_CABIN | finalTwoRowRiskDispersionFamily=COMPLETE_CABIN

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:39
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 30
Scenario seed: 2093724541076077643

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 26.91%
Blocker-prone seat share (topology component): 60.62%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2728
Passengers seated: 344/353
Average waiting ticks: 615.95
Longest waiting passenger: P159->2D(RIGHT)
Longest waiting ticks: 2726

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 22
Regions dissolved: 1
Repeated reconstructions avoided: 22
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=23
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2908
Maximum occupied tiles: 15
Seat events: 169
Single-blocker events: 55
Multiple-blocker events: 25
Temporary aisle reoccupations: 111

RIGHT AISLE
-----------
Total moves: 3180
Maximum occupied tiles: 14
Seat events: 175
Single-blocker events: 60
Multiple-blocker events: 16
Temporary aisle reoccupations: 94

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1642
Reservations granted: 1638
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 6
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 10047
Longest unresolved passenger ID: 331
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P87(19H/RIGHT) -> P200(6H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 87
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 22713
Total stationary ticks: 228315
Seat-event requests: 1851
Failed seat-event starts: 1507

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 159
Critical blocker identity: P159->2D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 6
Terminal WAITING_FOR_SEAT_EVENT nodes: 6
Unresolved internal passengers: 9
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 7
Critical blocker tree:
P159(2D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P277(35I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1507
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 3|4|5
Critical blocker unavailable yield tiles: 5
Critical blocker yield-tile occupants: 87
Waiting-row passengers with zero blockers: 5
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1507
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 929
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[87]: P87(19H/RIGHT/MOVING_IN_AISLE@tile5) -> P200(6H/RIGHT/WAITING_AT_ROW@tile6) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P200->6H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P87{seat=19H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=5,directBlocker=200,lastMoveTick=1237,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 3|4|5
Current unavailable yield tiles: 5
Current yield-tile occupants: 87
Final row-event chain: 159|87|200
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1855\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 10\nOccupied-space rejections: 1512\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
============================================================
Date/Time: 2026-07-17 09:46:39
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 30
Scenario seed: 2093724541076077643

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 26.91%
Blocker-prone seat share (topology component): 60.62%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2728
Passengers seated: 344/353
Average waiting ticks: 615.96
Longest waiting passenger: P159->2D(RIGHT)
Longest waiting ticks: 2726

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 22
Regions dissolved: 1
Repeated reconstructions avoided: 22
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=23
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2908
Maximum occupied tiles: 15
Seat events: 169
Single-blocker events: 55
Multiple-blocker events: 25
Temporary aisle reoccupations: 111

RIGHT AISLE
-----------
Total moves: 3180
Maximum occupied tiles: 14
Seat events: 175
Single-blocker events: 60
Multiple-blocker events: 16
Temporary aisle reoccupations: 94

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1642
Reservations granted: 1638
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 6
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 10051
Longest unresolved passenger ID: 331
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P87(19H/RIGHT) -> P200(6H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 87
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 22715
Total stationary ticks: 228315
Seat-event requests: 1851
Failed seat-event starts: 1507

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 159
Critical blocker identity: P159->2D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 6
Terminal WAITING_FOR_SEAT_EVENT nodes: 6
Unresolved internal passengers: 9
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 7
Critical blocker tree:
P159(2D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P277(35I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1507
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 3|4|5
Critical blocker unavailable yield tiles: 5
Critical blocker yield-tile occupants: 87
Waiting-row passengers with zero blockers: 5
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1507
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 933
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[87]: P87(19H/RIGHT/MOVING_IN_AISLE@tile5) -> P200(6H/RIGHT/WAITING_AT_ROW@tile6) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P200->6H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P87{seat=19H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=5,directBlocker=200,lastMoveTick=1237,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 3|4|5
Current unavailable yield tiles: 5
Current yield-tile occupants: 87
Final row-event chain: 159|87|200
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1855\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 10\nOccupied-space rejections: 1512\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 30 | standardDataset=344/353 (97.45%) | finalTwoRowRiskDispersionDataset=344/353 (97.45%) | seatedDelta=+0 | completionDelta=+0.00% | outsideDelta=+0 | clustersDetected=1 | clusterSelections=0 | clusterStarts=0 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=false | standardFamily=MOVING_PASSENGER_YIELD_CHAIN | finalTwoRowRiskDispersionFamily=MOVING_PASSENGER_YIELD_CHAIN

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 44
REGRESSION REPRODUCIBILITY REPLAY
************************************************************
Experiment seed: 8783790101901
Scenarios executed: 60
Successful completions: 36
Incomplete/MAX_TICKS: 24
Average completed ticks: 1651.92
Average waiting ticks: 508.95
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 45
PAIR 14 REGRESSION ISOLATION
============================================================
Date/Time: 2026-07-17 09:54:54
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 14
Scenario seed: -457221805872256975

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2754
Passengers seated: 350/353
Average waiting ticks: 592.43
Longest waiting passenger: P342->34J(RIGHT)
Longest waiting ticks: 2674

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 4
Cluster candidates evaluated: 5
Executable cluster candidates: 2
Rejected cluster candidates: 3
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 4
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1576
Regions dissolved: 2
Repeated reconstructions avoided: 1576
Largest region lifetime: 1549
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1549:occupied=3
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1539
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3091
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 53
Multiple-blocker events: 20
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 3066
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 47
Multiple-blocker events: 21
Temporary aisle reoccupations: 89

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 155
Reservations granted: 152
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7560
Longest unresolved passenger ID: 32
Longest unresolved row: 34
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P32(34D/RIGHT) -> P342(34J/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 32
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 14220
Total stationary ticks: 217253
Seat-event requests: 1935
Failed seat-event starts: 1585

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 342
Critical blocker identity: P342->34J(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P342(34J/RIGHT/WAITING_FOR_SEAT_EVENT)
  P32(34D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1585
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 35|36
Critical blocker unavailable yield tiles: 36
Critical blocker yield-tile occupants: 54
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1585
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 991
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[54]: P54(36E/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P54->36E(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P54{seat=36E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=1164,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 35|36
Current unavailable yield tiles: 36
Current yield-tile occupants: 54
Final row-event chain: 342|54
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1936\nPrecedence substitutions made: 3\nDependency chains followed: 1563\nBlocked by waiting-row occupant: 1563\nSubstituted events started: 7\nOccupied-space rejections: 1589\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 45
PAIR 14 REGRESSION ISOLATION
============================================================
Date/Time: 2026-07-17 09:54:54
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 14
Scenario seed: -457221805872256975

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2754
Passengers seated: 348/353
Average waiting ticks: 588.02
Longest waiting passenger: P208->36I(RIGHT)
Longest waiting ticks: 2688

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 5
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1609
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1609:occupied=5
Confirmation deferral ticks: 5
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1569
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3091
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 53
Multiple-blocker events: 20
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 3061
Maximum occupied tiles: 13
Seat events: 170
Single-blocker events: 46
Multiple-blocker events: 20
Temporary aisle reoccupations: 86

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 155
Reservations granted: 152
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7410
Longest unresolved passenger ID: 283
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P32(34D/RIGHT) -> P342(34J/RIGHT) -> P54(36E/RIGHT) -> P283(36J/RIGHT) -> P208(36I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 32
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 17344
Total stationary ticks: 220392
Seat-event requests: 1956
Failed seat-event starts: 1608

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 208
Critical blocker identity: P208->36I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P208(36I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P283(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P54(36E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P342(34J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P32(34D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1583
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 1
Critical blocker required yield tiles: 37
Critical blocker unavailable yield tiles: 37
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 25
Rear-boundary failures: 1583
Middle-bank reservation failures: 3
Active-event deferrals: 975
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 37
Current unavailable yield tiles: 37
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1957\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 29\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 14 | standardDataset=350/353 (99.15%) | finalTwoRowRiskDispersionDataset=348/353 (98.58%) | seatedDelta=-2 | completionDelta=-0.57% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=true | standardFamily=LINKED_ROW_EVENT_CHAIN | finalTwoRowRiskDispersionFamily=REAR_BOUNDARY_LOCK

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 45
PAIR 14 REGRESSION ISOLATION
************************************************************
Experiment seed: 8783790101901
Scenarios executed: 2
Successful completions: 0
Incomplete/MAX_TICKS: 2
Average completed ticks: 2754.00
Average waiting ticks: 590.23
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 46
PAIR 14 ADMISSION-ORDER DIVERGENCE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:03:41
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 14
Scenario seed: -457221805872256975

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2754
Passengers seated: 350/353
Average waiting ticks: 592.43
Longest waiting passenger: P342->34J(RIGHT)
Longest waiting ticks: 2674

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 4
Cluster candidates evaluated: 5
Executable cluster candidates: 2
Rejected cluster candidates: 3
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 4
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1576
Regions dissolved: 2
Repeated reconstructions avoided: 1576
Largest region lifetime: 1549
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1549:occupied=3
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1539
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3091
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 53
Multiple-blocker events: 20
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 3066
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 47
Multiple-blocker events: 21
Temporary aisle reoccupations: 89

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 155
Reservations granted: 152
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7560
Longest unresolved passenger ID: 32
Longest unresolved row: 34
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P32(34D/RIGHT) -> P342(34J/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 32
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 14220
Total stationary ticks: 217253
Seat-event requests: 1935
Failed seat-event starts: 1585

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 342
Critical blocker identity: P342->34J(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P342(34J/RIGHT/WAITING_FOR_SEAT_EVENT)
  P32(34D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1585
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 35|36
Critical blocker unavailable yield tiles: 36
Critical blocker yield-tile occupants: 54
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1585
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 991
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[54]: P54(36E/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P54->36E(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P54{seat=36E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=1164,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 35|36
Current unavailable yield tiles: 36
Current yield-tile occupants: 54
Final row-event chain: 342|54
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1936\nPrecedence substitutions made: 3\nDependency chains followed: 1563\nBlocked by waiting-row occupant: 1563\nSubstituted events started: 7\nOccupied-space rejections: 1589\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 46
PAIR 14 ADMISSION-ORDER DIVERGENCE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:03:41
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 14
Scenario seed: -457221805872256975

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2754
Passengers seated: 348/353
Average waiting ticks: 588.02
Longest waiting passenger: P208->36I(RIGHT)
Longest waiting ticks: 2688

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 5
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1609
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1609:occupied=5
Confirmation deferral ticks: 5
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1569
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3091
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 53
Multiple-blocker events: 20
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 3061
Maximum occupied tiles: 13
Seat events: 170
Single-blocker events: 46
Multiple-blocker events: 20
Temporary aisle reoccupations: 86

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 155
Reservations granted: 152
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7410
Longest unresolved passenger ID: 283
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P32(34D/RIGHT) -> P342(34J/RIGHT) -> P54(36E/RIGHT) -> P283(36J/RIGHT) -> P208(36I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 32
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 17344
Total stationary ticks: 220392
Seat-event requests: 1956
Failed seat-event starts: 1608

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 208
Critical blocker identity: P208->36I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P208(36I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P283(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P54(36E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P342(34J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P32(34D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1583
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 1
Critical blocker required yield tiles: 37
Critical blocker unavailable yield tiles: 37
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 25
Rear-boundary failures: 1583
Middle-bank reservation failures: 3
Active-event deferrals: 975
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 37
Current unavailable yield tiles: 37
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1957\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 29\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 14 | standardDataset=350/353 (99.15%) | finalTwoRowRiskDispersionDataset=348/353 (98.58%) | seatedDelta=-2 | completionDelta=-0.57% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=true | standardFamily=LINKED_ROW_EVENT_CHAIN | finalTwoRowRiskDispersionFamily=REAR_BOUNDARY_LOCK

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 46
PAIR 14 ADMISSION-ORDER DIVERGENCE ANALYSIS
************************************************************
Experiment seed: 8783790101901
Scenarios executed: 2
Successful completions: 0
Incomplete/MAX_TICKS: 2
Average completed ticks: 2754.00
Average waiting ticks: 590.23
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 47
PAIR 14 SINGLE-SWAP COUNTERFACTUAL
============================================================
Date/Time: 2026-07-17 10:14:49
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 14
Scenario seed: -457221805872256975

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2754
Passengers seated: 350/353
Average waiting ticks: 592.43
Longest waiting passenger: P342->34J(RIGHT)
Longest waiting ticks: 2674

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 4
Cluster candidates evaluated: 5
Executable cluster candidates: 2
Rejected cluster candidates: 3
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 4
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1576
Regions dissolved: 2
Repeated reconstructions avoided: 1576
Largest region lifetime: 1549
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1549:occupied=3
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1539
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3091
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 53
Multiple-blocker events: 20
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 3066
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 47
Multiple-blocker events: 21
Temporary aisle reoccupations: 89

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 155
Reservations granted: 152
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7560
Longest unresolved passenger ID: 32
Longest unresolved row: 34
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P32(34D/RIGHT) -> P342(34J/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 32
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 14220
Total stationary ticks: 217253
Seat-event requests: 1935
Failed seat-event starts: 1585

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 342
Critical blocker identity: P342->34J(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P342(34J/RIGHT/WAITING_FOR_SEAT_EVENT)
  P32(34D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1585
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 35|36
Critical blocker unavailable yield tiles: 36
Critical blocker yield-tile occupants: 54
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1585
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 991
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[54]: P54(36E/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P54->36E(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P54{seat=36E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=1164,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 35|36
Current unavailable yield tiles: 36
Current yield-tile occupants: 54
Final row-event chain: 342|54
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1936\nPrecedence substitutions made: 3\nDependency chains followed: 1563\nBlocked by waiting-row occupant: 1563\nSubstituted events started: 7\nOccupied-space rejections: 1589\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 47
PAIR 14 SINGLE-SWAP COUNTERFACTUAL
============================================================
Date/Time: 2026-07-17 10:14:49
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 14
Scenario seed: -457221805872256975

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2754
Passengers seated: 348/353
Average waiting ticks: 588.02
Longest waiting passenger: P208->36I(RIGHT)
Longest waiting ticks: 2688

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 5
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1609
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1609:occupied=5
Confirmation deferral ticks: 5
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1569
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3091
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 53
Multiple-blocker events: 20
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 3061
Maximum occupied tiles: 13
Seat events: 170
Single-blocker events: 46
Multiple-blocker events: 20
Temporary aisle reoccupations: 86

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 155
Reservations granted: 152
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7410
Longest unresolved passenger ID: 283
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P32(34D/RIGHT) -> P342(34J/RIGHT) -> P54(36E/RIGHT) -> P283(36J/RIGHT) -> P208(36I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 32
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 17344
Total stationary ticks: 220392
Seat-event requests: 1956
Failed seat-event starts: 1608

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 208
Critical blocker identity: P208->36I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P208(36I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P283(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P54(36E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P342(34J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P32(34D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1583
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 1
Critical blocker required yield tiles: 37
Critical blocker unavailable yield tiles: 37
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 25
Rear-boundary failures: 1583
Middle-bank reservation failures: 3
Active-event deferrals: 975
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 37
Current unavailable yield tiles: 37
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1957\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 29\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 47
PAIR 14 SINGLE-SWAP COUNTERFACTUAL
============================================================
Date/Time: 2026-07-17 10:14:49
Experiment mode: FINAL_TWO_ROW_SINGLE_SWAP_COUNTERFACTUAL_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 14
Scenario seed: -457221805872256975

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SINGLE_SWAP_COUNTERFACTUAL_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2754
Passengers seated: 350/353
Average waiting ticks: 592.43
Longest waiting passenger: P342->34J(RIGHT)
Longest waiting ticks: 2674

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 4
Cluster candidates evaluated: 5
Executable cluster candidates: 2
Rejected cluster candidates: 3
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 4
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1576
Regions dissolved: 2
Repeated reconstructions avoided: 1576
Largest region lifetime: 1549
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1549:occupied=3
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1539
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3091
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 53
Multiple-blocker events: 20
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 3066
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 47
Multiple-blocker events: 21
Temporary aisle reoccupations: 89

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 155
Reservations granted: 152
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7560
Longest unresolved passenger ID: 32
Longest unresolved row: 34
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P32(34D/RIGHT) -> P342(34J/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 32
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 14220
Total stationary ticks: 217253
Seat-event requests: 1935
Failed seat-event starts: 1585

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 342
Critical blocker identity: P342->34J(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P342(34J/RIGHT/WAITING_FOR_SEAT_EVENT)
  P32(34D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1585
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 35|36
Critical blocker unavailable yield tiles: 36
Critical blocker yield-tile occupants: 54
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1585
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 991
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[54]: P54(36E/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P54->36E(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P54{seat=36E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=1164,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 35|36
Current unavailable yield tiles: 36
Current yield-tile occupants: 54
Final row-event chain: 342|54
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SINGLE_SWAP_COUNTERFACTUAL_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1936\nPrecedence substitutions made: 3\nDependency chains followed: 1563\nBlocked by waiting-row occupant: 1563\nSubstituted events started: 7\nOccupied-space rejections: 1589\nMaximum scheduling-chain depth: 2\n============================================================\n

PAIRED SCENARIO COMPARISON
--------------------------
PAIR 14 | standardDataset=350/353 (99.15%) | finalTwoRowRiskDispersionDataset=348/353 (98.58%) | seatedDelta=-2 | completionDelta=-0.57% | outsideDelta=+0 | clustersDetected=3 | clusterSelections=2 | clusterStarts=3 | convertedToSuccess=false | finalTwoRowRiskDispersionWorse=true | standardFamily=LINKED_ROW_EVENT_CHAIN | finalTwoRowRiskDispersionFamily=REAR_BOUNDARY_LOCK

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 47
PAIR 14 SINGLE-SWAP COUNTERFACTUAL
************************************************************
Experiment seed: 8783790101901
Scenarios executed: 3
Successful completions: 0
Incomplete/MAX_TICKS: 3
Average completed ticks: 2754.00
Average waiting ticks: 590.96
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:06
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 1
Scenario seed: 8112011161113440395

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1292
Passengers seated: 353/353
Average waiting ticks: 590.48
Longest waiting passenger: P299->23A(LEFT)
Longest waiting ticks: 1237

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 7
Regions dissolved: 1
Repeated reconstructions avoided: 7
Largest region lifetime: 8
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=8
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3097
Maximum occupied tiles: 13
Seat events: 182
Single-blocker events: 42
Multiple-blocker events: 35
Temporary aisle reoccupations: 121

RIGHT AISLE
-----------
Total moves: 3057
Maximum occupied tiles: 15
Seat events: 171
Single-blocker events: 49
Multiple-blocker events: 24
Temporary aisle reoccupations: 103

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 153
Reservations granted: 153
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7682
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9191
Total stationary ticks: 214827
Seat-event requests: 372
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 805
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 805
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 372\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:06
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 1
Scenario seed: 8112011161113440395

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1292
Passengers seated: 353/353
Average waiting ticks: 590.48
Longest waiting passenger: P299->23A(LEFT)
Longest waiting ticks: 1237

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 7
Regions dissolved: 1
Repeated reconstructions avoided: 7
Largest region lifetime: 8
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=8
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3097
Maximum occupied tiles: 13
Seat events: 182
Single-blocker events: 42
Multiple-blocker events: 35
Temporary aisle reoccupations: 121

RIGHT AISLE
-----------
Total moves: 3057
Maximum occupied tiles: 15
Seat events: 171
Single-blocker events: 49
Multiple-blocker events: 24
Temporary aisle reoccupations: 103

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 153
Reservations granted: 153
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7682
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9191
Total stationary ticks: 214827
Seat-event requests: 372
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 805
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 805
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 372\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:06
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 1
Scenario seed: 8112011161113440395

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1292
Passengers seated: 353/353
Average waiting ticks: 590.48
Longest waiting passenger: P299->23A(LEFT)
Longest waiting ticks: 1237

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 7
Regions dissolved: 1
Repeated reconstructions avoided: 7
Largest region lifetime: 8
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=8
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3097
Maximum occupied tiles: 13
Seat events: 182
Single-blocker events: 42
Multiple-blocker events: 35
Temporary aisle reoccupations: 121

RIGHT AISLE
-----------
Total moves: 3057
Maximum occupied tiles: 15
Seat events: 171
Single-blocker events: 49
Multiple-blocker events: 24
Temporary aisle reoccupations: 103

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 153
Reservations granted: 153
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7682
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9191
Total stationary ticks: 214827
Seat-event requests: 372
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 805
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 805
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 372\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:07
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 2
Scenario seed: -6056132809683641225

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2714
Passengers seated: 302/353
Average waiting ticks: 663.88
Longest waiting passenger: P8->19A(LEFT)
Longest waiting ticks: 2714

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 6
Clusters detected: 6
Activations without intervention: 51
Cluster candidates evaluated: 147
Executable cluster candidates: 3
Rejected cluster candidates: 144
Cluster selections: 3
Cluster-selected events started: 3
Largest detected cluster: 35
Selected release potential total: 10
Last cluster decision: RIGHT:region=R6:result=LOWER_HIERARCHICAL_PRIORITY_DEFERRED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 6
Region updates: 3897
Regions dissolved: 4
Repeated reconstructions avoided: 3897
Largest region lifetime: 2258
Maximum simultaneous active regions: 2
Regions active at termination: 2
Last lifecycle event: UPDATE:R6:age=1589:occupied=6
Confirmation deferral ticks: 10
Regions reaching confirmation: 5
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1845
State changes reopening evaluation: 46
Region priority competitions: 1544
Regions ranked: 3088
Hierarchical selections: 1544
Lower-priority evaluations deferred: 1536
Highest selected priority score: 38610
Left/right priority wins: 1543/1
Priority ties: 0
Last priority decision: LEFT:R3:score=38610 | RIGHT:R6:score=6710 | selected=LEFT

LEFT AISLE
----------
Total moves: 2635
Maximum occupied tiles: 35
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 17
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 3034
Maximum occupied tiles: 13
Seat events: 168
Single-blocker events: 46
Multiple-blocker events: 22
Temporary aisle reoccupations: 93

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1948
Reservations granted: 1945
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 10
Remaining moving in aisle: 33
Remaining waiting at row: 8
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 59262
Longest unresolved passenger ID: 8
Longest unresolved row: 19
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 20
Longest dependency chain: P238(31G/LEFT) -> P44(16F/LEFT) -> P222(22G/LEFT) -> P286(35C/LEFT) -> P26(31C/LEFT) -> P303(16C/LEFT) -> P251(29B/LEFT) -> P300(33B/LEFT) -> P316(24D/LEFT) -> P128(26G/LEFT) -> P89(30B/LEFT) -> P329(27B/LEFT) -> P138(26F/LEFT) -> P273(36F/LEFT) -> P0(33E/LEFT) -> P16(32F/LEFT) -> P323(29C/LEFT) -> P219(32B/LEFT) -> P9(30C/LEFT) -> P253(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 238
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 33
Total blocked ticks: 81508
Total stationary ticks: 298512
Seat-event requests: 3774
Failed seat-event starts: 3472

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 253
Critical blocker identity: P253->29F(LEFT)
Direct fan-out: 1
Total indirect descendants: 19
Critical tree size including blocker: 20
Critical tree depth: 20
Frozen internal components: 8
Terminal WAITING_FOR_SEAT_EVENT nodes: 8
Unresolved internal passengers: 41
Unresolved outside passengers: 10
Unresolved internal passengers outside critical tree: 21
Critical blocker tree:
P253(29F/LEFT/WAITING_FOR_SEAT_EVENT)
  P9(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P219(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P323(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P16(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P0(33E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P273(36F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P138(26F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P329(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P89(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P128(26G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P316(24D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P300(33B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P251(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P303(16C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P26(31C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P286(35C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P222(22G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P44(16F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P238(31G/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 3472
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 1
Critical blocker required yield tiles: 30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 104
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 3
Waiting-row passengers with multiple blockers: 3
Yield-tile occupied failures: 3472
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 1635
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 3
Yield-occupant trace: yieldOccupant[104]: P104(32A/LEFT/MOVING_IN_AISLE@tile30) -> P335(33C/LEFT/MOVING_IN_AISLE@tile31) -> P264(32G/LEFT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P264->32G(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: P104{seat=32A,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=335,lastMoveTick=794,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 30|31
Current yield-tile occupants: 104|335
Final row-event chain: 253|104|335|264
Final row-event chain length: 4
Distinct row events in chain: 4
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 8
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3774\nPrecedence substitutions made: 4\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 5122\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:07
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 2
Scenario seed: -6056132809683641225

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2772
Passengers seated: 347/353
Average waiting ticks: 605.73
Longest waiting passenger: P277->32J(RIGHT)
Longest waiting ticks: 2709

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 6
Clusters detected: 6
Activations without intervention: 14
Cluster candidates evaluated: 20
Executable cluster candidates: 4
Rejected cluster candidates: 16
Cluster selections: 4
Cluster-selected events started: 4
Largest detected cluster: 6
Selected release potential total: 13
Last cluster decision: RIGHT:region=R6:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 6
Region updates: 1719
Regions dissolved: 5
Repeated reconstructions avoided: 1719
Largest region lifetime: 1648
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R6:age=1648:occupied=6
Confirmation deferral ticks: 10
Regions reaching confirmation: 5
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1587
State changes reopening evaluation: 9
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3113
Maximum occupied tiles: 14
Seat events: 179
Single-blocker events: 56
Multiple-blocker events: 26
Temporary aisle reoccupations: 114

RIGHT AISLE
-----------
Total moves: 3034
Maximum occupied tiles: 13
Seat events: 168
Single-blocker events: 46
Multiple-blocker events: 22
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 165
Reservations granted: 161
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7605
Longest unresolved passenger ID: 165
Longest unresolved row: 34
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P221(31J/RIGHT) -> P40(32E/RIGHT) -> P277(32J/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 221
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 19166
Total stationary ticks: 225106
Seat-event requests: 1988
Failed seat-event starts: 1641

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->32J(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P277(32J/RIGHT/WAITING_FOR_SEAT_EVENT)
  P40(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P221(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1641
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 33|34
Critical blocker unavailable yield tiles: 33|34
Critical blocker yield-tile occupants: 165|4
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1641
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 1022
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(34H/RIGHT/MOVING_IN_AISLE@tile33) -> P4(34D/RIGHT/WAITING_AT_ROW@tile34) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[4]: P4(34D/RIGHT/WAITING_AT_ROW@tile34) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P4->34D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=34H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=33,directBlocker=4,lastMoveTick=1113,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P4{seat=34D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=34,directBlocker=-1,lastMoveTick=1112,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 33|34
Current unavailable yield tiles: 33|34
Current yield-tile occupants: 165|4
Final row-event chain: 277|165|4
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1988\nPrecedence substitutions made: 4\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 8\nOccupied-space rejections: 3262\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:07
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 2
Scenario seed: -6056132809683641225

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2714
Passengers seated: 302/353
Average waiting ticks: 663.88
Longest waiting passenger: P8->19A(LEFT)
Longest waiting ticks: 2714

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 6
Clusters detected: 6
Activations without intervention: 51
Cluster candidates evaluated: 147
Executable cluster candidates: 3
Rejected cluster candidates: 144
Cluster selections: 3
Cluster-selected events started: 3
Largest detected cluster: 35
Selected release potential total: 10
Last cluster decision: RIGHT:region=R6:result=LOWER_HIERARCHICAL_PRIORITY_DEFERRED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 6
Region updates: 3897
Regions dissolved: 4
Repeated reconstructions avoided: 3897
Largest region lifetime: 2258
Maximum simultaneous active regions: 2
Regions active at termination: 2
Last lifecycle event: UPDATE:R6:age=1589:occupied=6
Confirmation deferral ticks: 10
Regions reaching confirmation: 5
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1845
State changes reopening evaluation: 46
Region priority competitions: 1544
Regions ranked: 3088
Hierarchical selections: 1544
Lower-priority evaluations deferred: 1536
Highest selected priority score: 38610
Left/right priority wins: 1543/1
Priority ties: 0
Last priority decision: LEFT:R3:score=38610 | RIGHT:R6:score=6710 | selected=LEFT

LEFT AISLE
----------
Total moves: 2635
Maximum occupied tiles: 35
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 17
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 3034
Maximum occupied tiles: 13
Seat events: 168
Single-blocker events: 46
Multiple-blocker events: 22
Temporary aisle reoccupations: 93

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1948
Reservations granted: 1945
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 10
Remaining moving in aisle: 33
Remaining waiting at row: 8
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 59262
Longest unresolved passenger ID: 8
Longest unresolved row: 19
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 20
Longest dependency chain: P238(31G/LEFT) -> P44(16F/LEFT) -> P222(22G/LEFT) -> P286(35C/LEFT) -> P26(31C/LEFT) -> P303(16C/LEFT) -> P251(29B/LEFT) -> P300(33B/LEFT) -> P316(24D/LEFT) -> P128(26G/LEFT) -> P89(30B/LEFT) -> P329(27B/LEFT) -> P138(26F/LEFT) -> P273(36F/LEFT) -> P0(33E/LEFT) -> P16(32F/LEFT) -> P323(29C/LEFT) -> P219(32B/LEFT) -> P9(30C/LEFT) -> P253(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 238
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 33
Total blocked ticks: 81508
Total stationary ticks: 298512
Seat-event requests: 3774
Failed seat-event starts: 3472

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 253
Critical blocker identity: P253->29F(LEFT)
Direct fan-out: 1
Total indirect descendants: 19
Critical tree size including blocker: 20
Critical tree depth: 20
Frozen internal components: 8
Terminal WAITING_FOR_SEAT_EVENT nodes: 8
Unresolved internal passengers: 41
Unresolved outside passengers: 10
Unresolved internal passengers outside critical tree: 21
Critical blocker tree:
P253(29F/LEFT/WAITING_FOR_SEAT_EVENT)
  P9(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P219(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P323(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P16(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P0(33E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P273(36F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P138(26F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P329(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P89(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P128(26G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P316(24D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P300(33B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P251(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P303(16C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P26(31C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P286(35C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P222(22G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P44(16F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P238(31G/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 3472
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 1
Critical blocker required yield tiles: 30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 104
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 3
Waiting-row passengers with multiple blockers: 3
Yield-tile occupied failures: 3472
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 1635
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 3
Yield-occupant trace: yieldOccupant[104]: P104(32A/LEFT/MOVING_IN_AISLE@tile30) -> P335(33C/LEFT/MOVING_IN_AISLE@tile31) -> P264(32G/LEFT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P264->32G(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: P104{seat=32A,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=335,lastMoveTick=794,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 30|31
Current yield-tile occupants: 104|335
Final row-event chain: 253|104|335|264
Final row-event chain length: 4
Distinct row events in chain: 4
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 8
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3774\nPrecedence substitutions made: 4\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 5122\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:07
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 3
Scenario seed: -4467270878143136996

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 849
Passengers seated: 235/235
Average waiting ticks: 385.05
Longest waiting passenger: P3->11B(LEFT)
Longest waiting ticks: 810

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 46
Regions dissolved: 4
Repeated reconstructions avoided: 46
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=8
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1735
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 22
Multiple-blocker events: 18
Temporary aisle reoccupations: 63

RIGHT AISLE
-----------
Total moves: 1663
Maximum occupied tiles: 12
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 9
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 137
Reservations granted: 137
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4582
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5648
Total stationary ticks: 94370
Seat-event requests: 258
Failed seat-event starts: 23

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 495
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 23
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 495
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 257\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:07
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 3
Scenario seed: -4467270878143136996

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 849
Passengers seated: 235/235
Average waiting ticks: 385.03
Longest waiting passenger: P3->11B(LEFT)
Longest waiting ticks: 810

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 46
Regions dissolved: 4
Repeated reconstructions avoided: 46
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=8
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1735
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 22
Multiple-blocker events: 18
Temporary aisle reoccupations: 63

RIGHT AISLE
-----------
Total moves: 1663
Maximum occupied tiles: 12
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 9
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 137
Reservations granted: 137
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4587
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5647
Total stationary ticks: 94369
Seat-event requests: 258
Failed seat-event starts: 23

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 491
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 23
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 491
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 257\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:07
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 3
Scenario seed: -4467270878143136996

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 849
Passengers seated: 235/235
Average waiting ticks: 385.05
Longest waiting passenger: P3->11B(LEFT)
Longest waiting ticks: 810

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 46
Regions dissolved: 4
Repeated reconstructions avoided: 46
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=8
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1735
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 22
Multiple-blocker events: 18
Temporary aisle reoccupations: 63

RIGHT AISLE
-----------
Total moves: 1663
Maximum occupied tiles: 12
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 9
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 137
Reservations granted: 137
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4582
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5648
Total stationary ticks: 94370
Seat-event requests: 258
Failed seat-event starts: 23

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 495
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 23
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 495
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 257\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:07
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 4
Scenario seed: -9218435481530688141

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 98.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1292
Passengers seated: 353/353
Average waiting ticks: 588.57
Longest waiting passenger: P280->34H(RIGHT)
Longest waiting ticks: 1227

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 67
Regions dissolved: 3
Repeated reconstructions avoided: 67
Largest region lifetime: 37
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=37
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2840
Maximum occupied tiles: 12
Seat events: 173
Single-blocker events: 46
Multiple-blocker events: 25
Temporary aisle reoccupations: 100

RIGHT AISLE
-----------
Total moves: 3282
Maximum occupied tiles: 15
Seat events: 180
Single-blocker events: 51
Multiple-blocker events: 27
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 151
Reservations granted: 151
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7488
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9368
Total stationary ticks: 214158
Seat-event requests: 368
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 965
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 965
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 368\nPrecedence substitutions made: 9\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 10\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:07
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 4
Scenario seed: -9218435481530688141

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 98.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1292
Passengers seated: 353/353
Average waiting ticks: 588.30
Longest waiting passenger: P280->34H(RIGHT)
Longest waiting ticks: 1227

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 67
Regions dissolved: 3
Repeated reconstructions avoided: 67
Largest region lifetime: 37
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=37
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2840
Maximum occupied tiles: 12
Seat events: 173
Single-blocker events: 46
Multiple-blocker events: 25
Temporary aisle reoccupations: 100

RIGHT AISLE
-----------
Total moves: 3282
Maximum occupied tiles: 14
Seat events: 180
Single-blocker events: 51
Multiple-blocker events: 27
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 151
Reservations granted: 151
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7542
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9377
Total stationary ticks: 214076
Seat-event requests: 368
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 960
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 960
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 368\nPrecedence substitutions made: 9\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 10\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:07
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 4
Scenario seed: -9218435481530688141

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 98.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1292
Passengers seated: 353/353
Average waiting ticks: 588.57
Longest waiting passenger: P280->34H(RIGHT)
Longest waiting ticks: 1227

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 67
Regions dissolved: 3
Repeated reconstructions avoided: 67
Largest region lifetime: 37
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=37
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2840
Maximum occupied tiles: 12
Seat events: 173
Single-blocker events: 46
Multiple-blocker events: 25
Temporary aisle reoccupations: 100

RIGHT AISLE
-----------
Total moves: 3282
Maximum occupied tiles: 15
Seat events: 180
Single-blocker events: 51
Multiple-blocker events: 27
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 151
Reservations granted: 151
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7488
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9368
Total stationary ticks: 214158
Seat-event requests: 368
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 965
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 965
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 368\nPrecedence substitutions made: 9\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 10\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:07
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 5
Scenario seed: 18174656633749288

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 67.38%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2512
Passengers seated: 279/282
Average waiting ticks: 476.50
Longest waiting passenger: P97->29F(LEFT)
Longest waiting ticks: 2454

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1577
Regions dissolved: 0
Repeated reconstructions avoided: 1577
Largest region lifetime: 1578
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1578:occupied=3
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1565
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2126
Maximum occupied tiles: 13
Seat events: 135
Single-blocker events: 34
Multiple-blocker events: 17
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1669
Reservations granted: 1663
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5611
Longest unresolved passenger ID: 6
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P6(31D/LEFT) -> P60(31A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 6
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 11807
Total stationary ticks: 140764
Seat-event requests: 1859
Failed seat-event starts: 1580

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 60
Critical blocker identity: P60->31A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P60(31A/LEFT/WAITING_FOR_SEAT_EVENT)
  P6(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1574
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1574
Rear-boundary failures: 6
Middle-bank reservation failures: 6
Active-event deferrals: 732
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1865\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 1578\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:07
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 5
Scenario seed: 18174656633749288

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 67.38%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2512
Passengers seated: 279/282
Average waiting ticks: 476.53
Longest waiting passenger: P97->29F(LEFT)
Longest waiting ticks: 2454

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1577
Regions dissolved: 0
Repeated reconstructions avoided: 1577
Largest region lifetime: 1578
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1578:occupied=3
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1565
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2126
Maximum occupied tiles: 13
Seat events: 135
Single-blocker events: 34
Multiple-blocker events: 17
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1669
Reservations granted: 1663
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5601
Longest unresolved passenger ID: 6
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P6(31D/LEFT) -> P60(31A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 6
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 11794
Total stationary ticks: 140761
Seat-event requests: 1859
Failed seat-event starts: 1580

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 60
Critical blocker identity: P60->31A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P60(31A/LEFT/WAITING_FOR_SEAT_EVENT)
  P6(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1574
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1574
Rear-boundary failures: 6
Middle-bank reservation failures: 6
Active-event deferrals: 731
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1865\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 1578\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:07
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 5
Scenario seed: 18174656633749288

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 67.38%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2512
Passengers seated: 279/282
Average waiting ticks: 476.50
Longest waiting passenger: P97->29F(LEFT)
Longest waiting ticks: 2454

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1577
Regions dissolved: 0
Repeated reconstructions avoided: 1577
Largest region lifetime: 1578
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1578:occupied=3
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1565
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2126
Maximum occupied tiles: 13
Seat events: 135
Single-blocker events: 34
Multiple-blocker events: 17
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1669
Reservations granted: 1663
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5611
Longest unresolved passenger ID: 6
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P6(31D/LEFT) -> P60(31A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 6
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 11807
Total stationary ticks: 140764
Seat-event requests: 1859
Failed seat-event starts: 1580

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 60
Critical blocker identity: P60->31A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P60(31A/LEFT/WAITING_FOR_SEAT_EVENT)
  P6(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1574
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1574
Rear-boundary failures: 6
Middle-bank reservation failures: 6
Active-event deferrals: 732
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1865\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 1578\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:07
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 6
Scenario seed: 531314812887669783

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 850
Passengers seated: 235/235
Average waiting ticks: 385.31
Longest waiting passenger: P27->24H(RIGHT)
Longest waiting ticks: 799

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1658
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1741
Maximum occupied tiles: 13
Seat events: 119
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 136
Reservations granted: 128
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4347
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5457
Total stationary ticks: 94158
Seat-event requests: 246
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 561
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 561
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 254\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:07
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 6
Scenario seed: 531314812887669783

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 850
Passengers seated: 235/235
Average waiting ticks: 385.31
Longest waiting passenger: P27->24H(RIGHT)
Longest waiting ticks: 799

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1658
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1741
Maximum occupied tiles: 13
Seat events: 119
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 136
Reservations granted: 128
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4347
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5457
Total stationary ticks: 94158
Seat-event requests: 246
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 561
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 561
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 254\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:07
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 6
Scenario seed: 531314812887669783

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 850
Passengers seated: 235/235
Average waiting ticks: 385.31
Longest waiting passenger: P27->24H(RIGHT)
Longest waiting ticks: 799

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1658
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1741
Maximum occupied tiles: 13
Seat events: 119
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 136
Reservations granted: 128
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4347
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5457
Total stationary ticks: 94158
Seat-event requests: 246
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 561
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 561
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 254\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:07
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 7
Scenario seed: -6701040943463011102

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.49%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1240
Passengers seated: 353/353
Average waiting ticks: 582.62
Longest waiting passenger: P329->5A(LEFT)
Longest waiting ticks: 1189

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 4
Selected release potential total: 6
Last cluster decision: RIGHT:tiles18-20:occupied=3:anchor=P114:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 48
Regions dissolved: 3
Repeated reconstructions avoided: 48
Largest region lifetime: 29
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3105
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 48
Multiple-blocker events: 31
Temporary aisle reoccupations: 112

RIGHT AISLE
-----------
Total moves: 3073
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 17
Temporary aisle reoccupations: 92

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 158
Reservations granted: 154
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7810
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9782
Total stationary ticks: 212501
Seat-event requests: 377
Failed seat-event starts: 24

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 941
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 23
Rear-boundary failures: 1
Middle-bank reservation failures: 4
Active-event deferrals: 941
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 379\nPrecedence substitutions made: 2\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 32\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:07
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 7
Scenario seed: -6701040943463011102

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.49%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1240
Passengers seated: 353/353
Average waiting ticks: 582.61
Longest waiting passenger: P329->5A(LEFT)
Longest waiting ticks: 1189

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 4
Selected release potential total: 6
Last cluster decision: RIGHT:tiles18-20:occupied=3:anchor=P114:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 48
Regions dissolved: 3
Repeated reconstructions avoided: 48
Largest region lifetime: 29
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3105
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 48
Multiple-blocker events: 31
Temporary aisle reoccupations: 112

RIGHT AISLE
-----------
Total moves: 3073
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 17
Temporary aisle reoccupations: 92

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 158
Reservations granted: 154
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7825
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9791
Total stationary ticks: 212505
Seat-event requests: 376
Failed seat-event starts: 23

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 943
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 23
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 943
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 378\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:07
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 7
Scenario seed: -6701040943463011102

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.49%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1240
Passengers seated: 353/353
Average waiting ticks: 582.62
Longest waiting passenger: P329->5A(LEFT)
Longest waiting ticks: 1189

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 4
Selected release potential total: 6
Last cluster decision: RIGHT:tiles18-20:occupied=3:anchor=P114:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 48
Regions dissolved: 3
Repeated reconstructions avoided: 48
Largest region lifetime: 29
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3105
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 48
Multiple-blocker events: 31
Temporary aisle reoccupations: 112

RIGHT AISLE
-----------
Total moves: 3073
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 17
Temporary aisle reoccupations: 92

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 158
Reservations granted: 154
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7815
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9784
Total stationary ticks: 212503
Seat-event requests: 376
Failed seat-event starts: 23

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 942
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 23
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 942
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 378\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:07
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 8
Scenario seed: 3811266483724439093

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1013
Passengers seated: 282/282
Average waiting ticks: 461.68
Longest waiting passenger: P131->10B(LEFT)
Longest waiting ticks: 957

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 6
Selected release potential total: 7
Last cluster decision: LEFT:tiles22-25:occupied=3:anchor=P257:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 57
Regions dissolved: 2
Repeated reconstructions avoided: 57
Largest region lifetime: 49
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=49
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2211
Maximum occupied tiles: 13
Seat events: 143
Single-blocker events: 41
Multiple-blocker events: 18
Temporary aisle reoccupations: 77

RIGHT AISLE
-----------
Total moves: 2150
Maximum occupied tiles: 13
Seat events: 139
Single-blocker events: 37
Multiple-blocker events: 13
Temporary aisle reoccupations: 63

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 95
Reservations granted: 95
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5599
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7192
Total stationary ticks: 134990
Seat-event requests: 300
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 818
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 818
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:07
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 8
Scenario seed: 3811266483724439093

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1013
Passengers seated: 282/282
Average waiting ticks: 461.77
Longest waiting passenger: P131->10B(LEFT)
Longest waiting ticks: 957

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 3
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 4
Last cluster decision: LEFT:tiles1-8:occupied=6:anchor=P129:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 43
Regions dissolved: 1
Repeated reconstructions avoided: 43
Largest region lifetime: 44
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=44
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2211
Maximum occupied tiles: 13
Seat events: 143
Single-blocker events: 41
Multiple-blocker events: 18
Temporary aisle reoccupations: 77

RIGHT AISLE
-----------
Total moves: 2150
Maximum occupied tiles: 13
Seat events: 139
Single-blocker events: 37
Multiple-blocker events: 13
Temporary aisle reoccupations: 63

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 95
Reservations granted: 95
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5589
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7168
Total stationary ticks: 134981
Seat-event requests: 295
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 836
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 836
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 294\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:07
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 8
Scenario seed: 3811266483724439093

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1013
Passengers seated: 282/282
Average waiting ticks: 461.79
Longest waiting passenger: P131->10B(LEFT)
Longest waiting ticks: 957

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 3
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 4
Last cluster decision: LEFT:tiles1-8:occupied=6:anchor=P129:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 43
Regions dissolved: 1
Repeated reconstructions avoided: 43
Largest region lifetime: 44
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=44
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2211
Maximum occupied tiles: 13
Seat events: 143
Single-blocker events: 41
Multiple-blocker events: 18
Temporary aisle reoccupations: 77

RIGHT AISLE
-----------
Total moves: 2150
Maximum occupied tiles: 13
Seat events: 139
Single-blocker events: 37
Multiple-blocker events: 13
Temporary aisle reoccupations: 63

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 95
Reservations granted: 95
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5569
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7170
Total stationary ticks: 134983
Seat-event requests: 295
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 837
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 837
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 294\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:07
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 9
Scenario seed: -3814949503416810644

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 88.51%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 920
Passengers seated: 235/235
Average waiting ticks: 387.24
Longest waiting passenger: P132->17C(LEFT)
Longest waiting ticks: 882

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 7
Regions dissolved: 1
Repeated reconstructions avoided: 7
Largest region lifetime: 8
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=8
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1955
Maximum occupied tiles: 12
Seat events: 131
Single-blocker events: 35
Multiple-blocker events: 19
Temporary aisle reoccupations: 75

RIGHT AISLE
-----------
Total moves: 1429
Maximum occupied tiles: 13
Seat events: 104
Single-blocker events: 27
Multiple-blocker events: 7
Temporary aisle reoccupations: 43

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4542
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5649
Total stationary ticks: 94882
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 502
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 502
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:07
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 9
Scenario seed: -3814949503416810644

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 88.51%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 920
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P132->17C(LEFT)
Longest waiting ticks: 882

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1955
Maximum occupied tiles: 12
Seat events: 131
Single-blocker events: 35
Multiple-blocker events: 19
Temporary aisle reoccupations: 75

RIGHT AISLE
-----------
Total moves: 1429
Maximum occupied tiles: 13
Seat events: 104
Single-blocker events: 27
Multiple-blocker events: 7
Temporary aisle reoccupations: 43

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4542
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5628
Total stationary ticks: 94876
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 499
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 499
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:07
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 9
Scenario seed: -3814949503416810644

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 88.51%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 920
Passengers seated: 235/235
Average waiting ticks: 387.24
Longest waiting passenger: P132->17C(LEFT)
Longest waiting ticks: 882

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 7
Regions dissolved: 1
Repeated reconstructions avoided: 7
Largest region lifetime: 8
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=8
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1955
Maximum occupied tiles: 12
Seat events: 131
Single-blocker events: 35
Multiple-blocker events: 19
Temporary aisle reoccupations: 75

RIGHT AISLE
-----------
Total moves: 1429
Maximum occupied tiles: 13
Seat events: 104
Single-blocker events: 27
Multiple-blocker events: 7
Temporary aisle reoccupations: 43

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4542
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5649
Total stationary ticks: 94882
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 502
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 502
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:07
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 10
Scenario seed: 139157955229496041

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 461.02
Longest waiting passenger: P176->9H(RIGHT)
Longest waiting ticks: 961

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2150
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 47
Multiple-blocker events: 9
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 14
Seat events: 145
Single-blocker events: 39
Multiple-blocker events: 13
Temporary aisle reoccupations: 65

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 98
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5774
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7193
Total stationary ticks: 134982
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 717
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 717
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 288\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:07
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 10
Scenario seed: 139157955229496041

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 461.05
Longest waiting passenger: P176->9H(RIGHT)
Longest waiting ticks: 961

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 3
Regions dissolved: 1
Repeated reconstructions avoided: 3
Largest region lifetime: 4
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=4
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2150
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 47
Multiple-blocker events: 9
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 14
Seat events: 145
Single-blocker events: 39
Multiple-blocker events: 13
Temporary aisle reoccupations: 65

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 98
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5769
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7214
Total stationary ticks: 134988
Seat-event requests: 289
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 731
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 731
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:07
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 10
Scenario seed: 139157955229496041

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 461.02
Longest waiting passenger: P176->9H(RIGHT)
Longest waiting ticks: 961

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2150
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 47
Multiple-blocker events: 9
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 14
Seat events: 145
Single-blocker events: 39
Multiple-blocker events: 13
Temporary aisle reoccupations: 65

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 98
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5774
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7193
Total stationary ticks: 134982
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 717
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 717
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 288\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:07
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 11
Scenario seed: 7426425998591461158

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1038
Passengers seated: 282/282
Average waiting ticks: 476.24
Longest waiting passenger: P52->30I(RIGHT)
Longest waiting ticks: 975

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 12
Seat events: 139
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 63

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 11
Seat events: 143
Single-blocker events: 45
Multiple-blocker events: 13
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 106
Reservations granted: 97
Reservations denied/waited: 9
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5223
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6329
Total stationary ticks: 138530
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 591
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 9
Active-event deferrals: 591
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:07
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 11
Scenario seed: 7426425998591461158

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1038
Passengers seated: 282/282
Average waiting ticks: 475.94
Longest waiting passenger: P52->30I(RIGHT)
Longest waiting ticks: 975

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 12
Seat events: 139
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 63

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 11
Seat events: 143
Single-blocker events: 45
Multiple-blocker events: 13
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 107
Reservations granted: 97
Reservations denied/waited: 10
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5300
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6395
Total stationary ticks: 138513
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 590
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 10
Active-event deferrals: 590
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:07
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 11
Scenario seed: 7426425998591461158

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1038
Passengers seated: 282/282
Average waiting ticks: 476.24
Longest waiting passenger: P52->30I(RIGHT)
Longest waiting ticks: 975

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 12
Seat events: 139
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 63

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 11
Seat events: 143
Single-blocker events: 45
Multiple-blocker events: 13
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 106
Reservations granted: 97
Reservations denied/waited: 9
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5223
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6329
Total stationary ticks: 138530
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 591
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 9
Active-event deferrals: 591
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:07
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 12
Scenario seed: -8295871527466017660

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1048
Passengers seated: 282/282
Average waiting ticks: 462.85
Longest waiting passenger: P112->16G(RIGHT)
Longest waiting ticks: 986

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1973
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 12
Temporary aisle reoccupations: 58

RIGHT AISLE
-----------
Total moves: 2397
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 38
Multiple-blocker events: 22
Temporary aisle reoccupations: 82

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 100
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5834
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7362
Total stationary ticks: 135618
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:07
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 12
Scenario seed: -8295871527466017660

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1048
Passengers seated: 282/282
Average waiting ticks: 462.75
Longest waiting passenger: P112->16G(RIGHT)
Longest waiting ticks: 986

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1973
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 33
Multiple-blocker events: 13
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 2397
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 37
Multiple-blocker events: 22
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 100
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5884
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7386
Total stationary ticks: 135627
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 709
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 709
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 299\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:07
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 12
Scenario seed: -8295871527466017660

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1048
Passengers seated: 282/282
Average waiting ticks: 462.89
Longest waiting passenger: P112->16G(RIGHT)
Longest waiting ticks: 986

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1973
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 33
Multiple-blocker events: 13
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 2397
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 37
Multiple-blocker events: 22
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 100
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5839
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7338
Total stationary ticks: 135614
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 713
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 713
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 299\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 13
Scenario seed: -8055353810995374288

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2323
Passengers seated: 224/235
Average waiting ticks: 409.51
Longest waiting passenger: P1->20F(LEFT)
Longest waiting ticks: 2289

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 8
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 8
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1529
Regions dissolved: 2
Repeated reconstructions avoided: 1529
Largest region lifetime: 1491
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1491:occupied=8
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1481
State changes reopening evaluation: 7
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1819
Maximum occupied tiles: 12
Seat events: 114
Single-blocker events: 31
Multiple-blocker events: 11
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1515
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 29
Multiple-blocker events: 9
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1619
Reservations granted: 1619
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 9
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 13720
Longest unresolved passenger ID: 229
Longest unresolved row: 29
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 8
Longest dependency chain: P83(30C/LEFT) -> P160(27E/LEFT) -> P192(23B/LEFT) -> P0(18C/LEFT) -> P87(20B/LEFT) -> P125(27B/LEFT) -> P165(28D/LEFT) -> P1(20F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 83
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 9
Total blocked ticks: 21330
Total stationary ticks: 112907
Seat-event requests: 1731
Failed seat-event starts: 1507

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 1
Critical blocker identity: P1->20F(LEFT)
Direct fan-out: 1
Total indirect descendants: 7
Critical tree size including blocker: 8
Critical tree depth: 8
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 11
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P1(20F/LEFT/WAITING_FOR_SEAT_EVENT)
  P165(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P125(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P87(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P0(18C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P192(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P160(27E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P83(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1507
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 21|22|23
Critical blocker unavailable yield tiles: 23
Critical blocker yield-tile occupants: 166
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1507
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 476
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 3
Yield-occupant trace: yieldOccupant[166]: P166(30E/LEFT/MOVING_IN_AISLE@tile23) -> P229(29C/LEFT/MOVING_IN_AISLE@tile24) -> P103(25C/LEFT/WAITING_AT_ROW@tile25) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P103->25C(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P166{seat=30E,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=23,directBlocker=229,lastMoveTick=816,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 21|22|23
Current unavailable yield tiles: 23
Current yield-tile occupants: 166
Final row-event chain: 1|166|229|103
Final row-event chain length: 4
Distinct row events in chain: 4
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1731\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 5\nOccupied-space rejections: 1511\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:08
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 13
Scenario seed: -8055353810995374288

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2323
Passengers seated: 224/235
Average waiting ticks: 409.60
Longest waiting passenger: P1->20F(LEFT)
Longest waiting ticks: 2289

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 8
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 8
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1529
Regions dissolved: 2
Repeated reconstructions avoided: 1529
Largest region lifetime: 1491
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1491:occupied=8
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1481
State changes reopening evaluation: 7
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1819
Maximum occupied tiles: 12
Seat events: 114
Single-blocker events: 31
Multiple-blocker events: 11
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1515
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 29
Multiple-blocker events: 9
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1619
Reservations granted: 1619
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 9
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 13711
Longest unresolved passenger ID: 229
Longest unresolved row: 29
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 8
Longest dependency chain: P83(30C/LEFT) -> P160(27E/LEFT) -> P192(23B/LEFT) -> P0(18C/LEFT) -> P87(20B/LEFT) -> P125(27B/LEFT) -> P165(28D/LEFT) -> P1(20F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 83
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 9
Total blocked ticks: 21335
Total stationary ticks: 112908
Seat-event requests: 1731
Failed seat-event starts: 1507

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 1
Critical blocker identity: P1->20F(LEFT)
Direct fan-out: 1
Total indirect descendants: 7
Critical tree size including blocker: 8
Critical tree depth: 8
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 11
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P1(20F/LEFT/WAITING_FOR_SEAT_EVENT)
  P165(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P125(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P87(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P0(18C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P192(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P160(27E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P83(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1507
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 21|22|23
Critical blocker unavailable yield tiles: 23
Critical blocker yield-tile occupants: 166
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1507
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 497
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 3
Yield-occupant trace: yieldOccupant[166]: P166(30E/LEFT/MOVING_IN_AISLE@tile23) -> P229(29C/LEFT/MOVING_IN_AISLE@tile24) -> P103(25C/LEFT/WAITING_AT_ROW@tile25) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P103->25C(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P166{seat=30E,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=23,directBlocker=229,lastMoveTick=823,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 21|22|23
Current unavailable yield tiles: 23
Current yield-tile occupants: 166
Final row-event chain: 1|166|229|103
Final row-event chain length: 4
Distinct row events in chain: 4
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1731\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 5\nOccupied-space rejections: 1511\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:08
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 13
Scenario seed: -8055353810995374288

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2323
Passengers seated: 224/235
Average waiting ticks: 409.60
Longest waiting passenger: P1->20F(LEFT)
Longest waiting ticks: 2289

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 8
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 8
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1529
Regions dissolved: 2
Repeated reconstructions avoided: 1529
Largest region lifetime: 1491
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1491:occupied=8
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1481
State changes reopening evaluation: 7
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1819
Maximum occupied tiles: 12
Seat events: 114
Single-blocker events: 31
Multiple-blocker events: 11
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1515
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 29
Multiple-blocker events: 9
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1619
Reservations granted: 1619
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 9
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 13711
Longest unresolved passenger ID: 229
Longest unresolved row: 29
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 8
Longest dependency chain: P83(30C/LEFT) -> P160(27E/LEFT) -> P192(23B/LEFT) -> P0(18C/LEFT) -> P87(20B/LEFT) -> P125(27B/LEFT) -> P165(28D/LEFT) -> P1(20F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 83
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 9
Total blocked ticks: 21335
Total stationary ticks: 112908
Seat-event requests: 1731
Failed seat-event starts: 1507

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 1
Critical blocker identity: P1->20F(LEFT)
Direct fan-out: 1
Total indirect descendants: 7
Critical tree size including blocker: 8
Critical tree depth: 8
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 11
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P1(20F/LEFT/WAITING_FOR_SEAT_EVENT)
  P165(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P125(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P87(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P0(18C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P192(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P160(27E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P83(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1507
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 21|22|23
Critical blocker unavailable yield tiles: 23
Critical blocker yield-tile occupants: 166
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1507
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 497
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 3
Yield-occupant trace: yieldOccupant[166]: P166(30E/LEFT/MOVING_IN_AISLE@tile23) -> P229(29C/LEFT/MOVING_IN_AISLE@tile24) -> P103(25C/LEFT/WAITING_AT_ROW@tile25) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P103->25C(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P166{seat=30E,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=23,directBlocker=229,lastMoveTick=823,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 21|22|23
Current unavailable yield tiles: 23
Current yield-tile occupants: 166
Final row-event chain: 1|166|229|103
Final row-event chain length: 4
Distinct row events in chain: 4
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1731\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 5\nOccupied-space rejections: 1511\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 14
Scenario seed: -457221805872256975

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2754
Passengers seated: 350/353
Average waiting ticks: 592.43
Longest waiting passenger: P342->34J(RIGHT)
Longest waiting ticks: 2674

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 4
Cluster candidates evaluated: 5
Executable cluster candidates: 2
Rejected cluster candidates: 3
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 4
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1576
Regions dissolved: 2
Repeated reconstructions avoided: 1576
Largest region lifetime: 1549
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1549:occupied=3
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1539
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3091
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 53
Multiple-blocker events: 20
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 3066
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 47
Multiple-blocker events: 21
Temporary aisle reoccupations: 89

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 155
Reservations granted: 152
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7560
Longest unresolved passenger ID: 32
Longest unresolved row: 34
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P32(34D/RIGHT) -> P342(34J/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 32
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 14220
Total stationary ticks: 217253
Seat-event requests: 1935
Failed seat-event starts: 1585

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 342
Critical blocker identity: P342->34J(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P342(34J/RIGHT/WAITING_FOR_SEAT_EVENT)
  P32(34D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1585
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 35|36
Critical blocker unavailable yield tiles: 36
Critical blocker yield-tile occupants: 54
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1585
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 991
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[54]: P54(36E/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P54->36E(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P54{seat=36E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=1164,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 35|36
Current unavailable yield tiles: 36
Current yield-tile occupants: 54
Final row-event chain: 342|54
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1936\nPrecedence substitutions made: 3\nDependency chains followed: 1563\nBlocked by waiting-row occupant: 1563\nSubstituted events started: 7\nOccupied-space rejections: 1589\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:08
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 14
Scenario seed: -457221805872256975

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2754
Passengers seated: 348/353
Average waiting ticks: 588.02
Longest waiting passenger: P208->36I(RIGHT)
Longest waiting ticks: 2688

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 5
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1609
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1609:occupied=5
Confirmation deferral ticks: 5
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1569
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3091
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 53
Multiple-blocker events: 20
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 3061
Maximum occupied tiles: 13
Seat events: 170
Single-blocker events: 46
Multiple-blocker events: 20
Temporary aisle reoccupations: 86

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 155
Reservations granted: 152
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7410
Longest unresolved passenger ID: 283
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P32(34D/RIGHT) -> P342(34J/RIGHT) -> P54(36E/RIGHT) -> P283(36J/RIGHT) -> P208(36I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 32
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 17344
Total stationary ticks: 220392
Seat-event requests: 1956
Failed seat-event starts: 1608

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 208
Critical blocker identity: P208->36I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P208(36I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P283(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P54(36E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P342(34J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P32(34D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1583
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 1
Critical blocker required yield tiles: 37
Critical blocker unavailable yield tiles: 37
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 25
Rear-boundary failures: 1583
Middle-bank reservation failures: 3
Active-event deferrals: 975
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 37
Current unavailable yield tiles: 37
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1957\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 29\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:08
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 14
Scenario seed: -457221805872256975

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2754
Passengers seated: 350/353
Average waiting ticks: 592.43
Longest waiting passenger: P342->34J(RIGHT)
Longest waiting ticks: 2674

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 4
Cluster candidates evaluated: 5
Executable cluster candidates: 2
Rejected cluster candidates: 3
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 4
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1576
Regions dissolved: 2
Repeated reconstructions avoided: 1576
Largest region lifetime: 1549
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1549:occupied=3
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1539
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3091
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 53
Multiple-blocker events: 20
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 3066
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 47
Multiple-blocker events: 21
Temporary aisle reoccupations: 89

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 155
Reservations granted: 152
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7560
Longest unresolved passenger ID: 32
Longest unresolved row: 34
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P32(34D/RIGHT) -> P342(34J/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 32
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 14220
Total stationary ticks: 217253
Seat-event requests: 1935
Failed seat-event starts: 1585

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 342
Critical blocker identity: P342->34J(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P342(34J/RIGHT/WAITING_FOR_SEAT_EVENT)
  P32(34D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1585
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 35|36
Critical blocker unavailable yield tiles: 36
Critical blocker yield-tile occupants: 54
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1585
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 991
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[54]: P54(36E/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P54->36E(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P54{seat=36E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=1164,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 35|36
Current unavailable yield tiles: 36
Current yield-tile occupants: 54
Final row-event chain: 342|54
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1936\nPrecedence substitutions made: 3\nDependency chains followed: 1563\nBlocked by waiting-row occupant: 1563\nSubstituted events started: 7\nOccupied-space rejections: 1589\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 15
Scenario seed: 4062907901791905793

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 997
Passengers seated: 282/282
Average waiting ticks: 460.21
Longest waiting passenger: P9->22G(RIGHT)
Longest waiting ticks: 933

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 3
Cluster candidates evaluated: 3
Executable cluster candidates: 2
Rejected cluster candidates: 1
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 7
Selected release potential total: 10
Last cluster decision: RIGHT:tiles11-17:occupied=5:anchor=P65:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 50
Regions dissolved: 1
Repeated reconstructions avoided: 50
Largest region lifetime: 51
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=51
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2233
Maximum occupied tiles: 11
Seat events: 140
Single-blocker events: 35
Multiple-blocker events: 12
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 2129
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 44
Multiple-blocker events: 18
Temporary aisle reoccupations: 80

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 93
Reservations granted: 93
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5878
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7413
Total stationary ticks: 134982
Seat-event requests: 294
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 679
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 679
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:08
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 15
Scenario seed: 4062907901791905793

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 997
Passengers seated: 282/282
Average waiting ticks: 460.20
Longest waiting passenger: P9->22G(RIGHT)
Longest waiting ticks: 933

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 3
Cluster candidates evaluated: 3
Executable cluster candidates: 2
Rejected cluster candidates: 1
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 7
Selected release potential total: 10
Last cluster decision: RIGHT:tiles11-17:occupied=5:anchor=P65:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 50
Regions dissolved: 1
Repeated reconstructions avoided: 50
Largest region lifetime: 51
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=51
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2233
Maximum occupied tiles: 11
Seat events: 140
Single-blocker events: 35
Multiple-blocker events: 12
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 2129
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 44
Multiple-blocker events: 18
Temporary aisle reoccupations: 80

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 93
Reservations granted: 93
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5878
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7406
Total stationary ticks: 134980
Seat-event requests: 294
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 673
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 673
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:08
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 15
Scenario seed: 4062907901791905793

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 997
Passengers seated: 282/282
Average waiting ticks: 460.20
Longest waiting passenger: P9->22G(RIGHT)
Longest waiting ticks: 933

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 3
Cluster candidates evaluated: 3
Executable cluster candidates: 2
Rejected cluster candidates: 1
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 7
Selected release potential total: 10
Last cluster decision: RIGHT:tiles11-17:occupied=5:anchor=P65:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 50
Regions dissolved: 1
Repeated reconstructions avoided: 50
Largest region lifetime: 51
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=51
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2233
Maximum occupied tiles: 11
Seat events: 140
Single-blocker events: 35
Multiple-blocker events: 12
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 2129
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 44
Multiple-blocker events: 18
Temporary aisle reoccupations: 80

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 93
Reservations granted: 93
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5878
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7406
Total stationary ticks: 134980
Seat-event requests: 294
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 673
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 673
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 16
Scenario seed: -8950795278425470047

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 871
Passengers seated: 235/235
Average waiting ticks: 383.03
Longest waiting passenger: P128->5B(LEFT)
Longest waiting ticks: 818

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1858
Maximum occupied tiles: 11
Seat events: 125
Single-blocker events: 33
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1550
Maximum occupied tiles: 11
Seat events: 110
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 127
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4307
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5477
Total stationary ticks: 93689
Seat-event requests: 245
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 551
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 551
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 247\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:08
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 16
Scenario seed: -8950795278425470047

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 871
Passengers seated: 235/235
Average waiting ticks: 383.03
Longest waiting passenger: P128->5B(LEFT)
Longest waiting ticks: 818

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1858
Maximum occupied tiles: 11
Seat events: 125
Single-blocker events: 33
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1550
Maximum occupied tiles: 11
Seat events: 110
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 127
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4307
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5477
Total stationary ticks: 93689
Seat-event requests: 245
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 551
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 551
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 247\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:08
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 16
Scenario seed: -8950795278425470047

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 871
Passengers seated: 235/235
Average waiting ticks: 383.03
Longest waiting passenger: P128->5B(LEFT)
Longest waiting ticks: 818

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1858
Maximum occupied tiles: 11
Seat events: 125
Single-blocker events: 33
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1550
Maximum occupied tiles: 11
Seat events: 110
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 127
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4307
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5477
Total stationary ticks: 93689
Seat-event requests: 245
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 551
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 551
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 247\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 17
Scenario seed: -5993034706659066824

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2462
Passengers seated: 272/282
Average waiting ticks: 465.14
Longest waiting passenger: P226->32I(RIGHT)
Longest waiting ticks: 2400

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 5
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 10
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1708
Regions dissolved: 0
Repeated reconstructions avoided: 1708
Largest region lifetime: 1709
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1709:occupied=10
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1558
State changes reopening evaluation: 4
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2175
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 42
Multiple-blocker events: 15
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2181
Maximum occupied tiles: 18
Seat events: 135
Single-blocker events: 40
Multiple-blocker events: 13
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 97
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 9
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 14808
Longest unresolved passenger ID: 121
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 10
Longest dependency chain: P207(29G/RIGHT) -> P59(26E/RIGHT) -> P117(32E/RIGHT) -> P149(31I/RIGHT) -> P78(31E/RIGHT) -> P187(29I/RIGHT) -> P154(30H/RIGHT) -> P172(31G/RIGHT) -> P121(32H/RIGHT) -> P226(32I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 207
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 9
Total blocked ticks: 22820
Total stationary ticks: 150192
Seat-event requests: 1851
Failed seat-event starts: 1579

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 226
Critical blocker identity: P226->32I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 9
Critical tree size including blocker: 10
Critical tree depth: 10
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 10
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P226(32I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P121(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P172(31G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P154(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P187(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P78(31E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P149(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P117(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P59(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P207(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1567
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 1
Critical blocker required yield tiles: 33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 1567
Middle-bank reservation failures: 4
Active-event deferrals: 721
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1855\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:08
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 17
Scenario seed: -5993034706659066824

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2462
Passengers seated: 272/282
Average waiting ticks: 465.23
Longest waiting passenger: P226->32I(RIGHT)
Longest waiting ticks: 2397

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 5
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 10
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1708
Regions dissolved: 0
Repeated reconstructions avoided: 1708
Largest region lifetime: 1709
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1709:occupied=10
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1558
State changes reopening evaluation: 4
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2175
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 42
Multiple-blocker events: 15
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2181
Maximum occupied tiles: 18
Seat events: 135
Single-blocker events: 40
Multiple-blocker events: 13
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 97
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 9
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 14804
Longest unresolved passenger ID: 121
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 10
Longest dependency chain: P207(29G/RIGHT) -> P59(26E/RIGHT) -> P117(32E/RIGHT) -> P149(31I/RIGHT) -> P78(31E/RIGHT) -> P187(29I/RIGHT) -> P154(30H/RIGHT) -> P172(31G/RIGHT) -> P121(32H/RIGHT) -> P226(32I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 207
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 9
Total blocked ticks: 22805
Total stationary ticks: 150187
Seat-event requests: 1851
Failed seat-event starts: 1579

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 226
Critical blocker identity: P226->32I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 9
Critical tree size including blocker: 10
Critical tree depth: 10
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 10
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P226(32I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P121(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P172(31G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P154(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P187(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P78(31E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P149(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P117(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P59(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P207(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1567
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 1
Critical blocker required yield tiles: 33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 1567
Middle-bank reservation failures: 4
Active-event deferrals: 733
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1855\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:08
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 17
Scenario seed: -5993034706659066824

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2462
Passengers seated: 272/282
Average waiting ticks: 465.14
Longest waiting passenger: P226->32I(RIGHT)
Longest waiting ticks: 2400

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 5
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 10
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1708
Regions dissolved: 0
Repeated reconstructions avoided: 1708
Largest region lifetime: 1709
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1709:occupied=10
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1558
State changes reopening evaluation: 4
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2175
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 42
Multiple-blocker events: 15
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2181
Maximum occupied tiles: 18
Seat events: 135
Single-blocker events: 40
Multiple-blocker events: 13
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 97
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 9
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 14808
Longest unresolved passenger ID: 121
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 10
Longest dependency chain: P207(29G/RIGHT) -> P59(26E/RIGHT) -> P117(32E/RIGHT) -> P149(31I/RIGHT) -> P78(31E/RIGHT) -> P187(29I/RIGHT) -> P154(30H/RIGHT) -> P172(31G/RIGHT) -> P121(32H/RIGHT) -> P226(32I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 207
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 9
Total blocked ticks: 22820
Total stationary ticks: 150192
Seat-event requests: 1851
Failed seat-event starts: 1579

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 226
Critical blocker identity: P226->32I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 9
Critical tree size including blocker: 10
Critical tree depth: 10
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 10
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P226(32I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P121(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P172(31G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P154(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P187(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P78(31E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P149(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P117(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P59(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P207(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1567
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 1
Critical blocker required yield tiles: 33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 1567
Middle-bank reservation failures: 4
Active-event deferrals: 721
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1855\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 18
Scenario seed: 8947593190842218294

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 997
Passengers seated: 282/282
Average waiting ticks: 464.79
Longest waiting passenger: P235->25A(LEFT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2262
Maximum occupied tiles: 11
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 18
Temporary aisle reoccupations: 69

RIGHT AISLE
-----------
Total moves: 2126
Maximum occupied tiles: 15
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 17
Temporary aisle reoccupations: 75

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6957
Total stationary ticks: 135735
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 725
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 725
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:08
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 18
Scenario seed: 8947593190842218294

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 997
Passengers seated: 282/282
Average waiting ticks: 464.83
Longest waiting passenger: P235->25A(LEFT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2262
Maximum occupied tiles: 11
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 18
Temporary aisle reoccupations: 69

RIGHT AISLE
-----------
Total moves: 2126
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 17
Temporary aisle reoccupations: 75

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5595
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6886
Total stationary ticks: 135714
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 694
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 694
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:08
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 18
Scenario seed: 8947593190842218294

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2497
Passengers seated: 243/282
Average waiting ticks: 534.28
Longest waiting passenger: P9->13I(RIGHT)
Longest waiting ticks: 2497

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 28
Cluster candidates evaluated: 36
Executable cluster candidates: 0
Rejected cluster candidates: 36
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 23
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 2140
Regions dissolved: 0
Repeated reconstructions avoided: 2140
Largest region lifetime: 2141
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=2141:occupied=15
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1842
State changes reopening evaluation: 27
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2262
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 34
Multiple-blocker events: 17
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1771
Maximum occupied tiles: 30
Seat events: 101
Single-blocker events: 24
Multiple-blocker events: 8
Temporary aisle reoccupations: 40

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 140
Reservations granted: 140
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 9
Remaining moving in aisle: 25
Remaining waiting at row: 5
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 47568
Longest unresolved passenger ID: 9
Longest unresolved row: 13
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 8
Longest dependency chain: P25(30F/RIGHT) -> P26(26I/RIGHT) -> P149(28I/RIGHT) -> P100(30D/RIGHT) -> P2(31E/RIGHT) -> P273(27H/RIGHT) -> P21(29G/RIGHT) -> P11(25I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 25
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 25
Total blocked ticks: 62512
Total stationary ticks: 201748
Seat-event requests: 2136
Failed seat-event starts: 1893

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 11
Critical blocker identity: P11->25I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 7
Critical tree size including blocker: 8
Critical tree depth: 8
Frozen internal components: 5
Terminal WAITING_FOR_SEAT_EVENT nodes: 5
Unresolved internal passengers: 30
Unresolved outside passengers: 9
Unresolved internal passengers outside critical tree: 22
Critical blocker tree:
P11(25I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P21(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P273(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P2(31E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P100(30D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P149(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P26(26I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P25(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1853
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 26|27
Critical blocker unavailable yield tiles: 26|27
Critical blocker yield-tile occupants: 136|170
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 2
Waiting-row passengers with multiple blockers: 3
Yield-tile occupied failures: 1853
Rear-boundary failures: 40
Middle-bank reservation failures: 0
Active-event deferrals: 1019
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 7
Yield-occupant trace: yieldOccupant[136]: P136(27I/RIGHT/MOVING_IN_AISLE@tile26) -> P170(28G/RIGHT/MOVING_IN_AISLE@tile27) -> P151(31G/RIGHT/MOVING_IN_AISLE@tile28) -> P61(31H/RIGHT/MOVING_IN_AISLE@tile29) -> P264(31F/RIGHT/MOVING_IN_AISLE@tile30) -> P218(32G/RIGHT/MOVING_IN_AISLE@tile31) -> P266(32D/RIGHT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[170]: P170(28G/RIGHT/MOVING_IN_AISLE@tile27) -> P151(31G/RIGHT/MOVING_IN_AISLE@tile28) -> P61(31H/RIGHT/MOVING_IN_AISLE@tile29) -> P264(31F/RIGHT/MOVING_IN_AISLE@tile30) -> P218(32G/RIGHT/MOVING_IN_AISLE@tile31) -> P266(32D/RIGHT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P266->32D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: P136{seat=27I,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=26,directBlocker=170,lastMoveTick=384,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P170{seat=28G,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=151,lastMoveTick=376,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 26|27
Current unavailable yield tiles: 26|27
Current yield-tile occupants: 136|170
Final row-event chain: 11|136|170|151|61|264|218|266
Final row-event chain length: 8
Distinct row events in chain: 8
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 5
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2136\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1876\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 19
Scenario seed: -3071790934870179305

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.74%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 833
Passengers seated: 235/235
Average waiting ticks: 380.66
Longest waiting passenger: P185->4H(RIGHT)
Longest waiting ticks: 773

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 6
Last cluster decision: RIGHT:tiles9-12:occupied=3:anchor=P225:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 37
Regions dissolved: 3
Repeated reconstructions avoided: 37
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=13
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1680
Maximum occupied tiles: 12
Seat events: 116
Single-blocker events: 38
Multiple-blocker events: 7
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1742
Maximum occupied tiles: 13
Seat events: 119
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 130
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4682
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5910
Total stationary ticks: 93445
Seat-event requests: 252
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 626
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 626
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 7\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:08
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 19
Scenario seed: -3071790934870179305

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.74%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 833
Passengers seated: 235/235
Average waiting ticks: 380.66
Longest waiting passenger: P185->4H(RIGHT)
Longest waiting ticks: 773

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 6
Last cluster decision: RIGHT:tiles9-12:occupied=3:anchor=P225:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 37
Regions dissolved: 3
Repeated reconstructions avoided: 37
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=13
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1680
Maximum occupied tiles: 12
Seat events: 116
Single-blocker events: 38
Multiple-blocker events: 7
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1742
Maximum occupied tiles: 13
Seat events: 119
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 130
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4682
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5910
Total stationary ticks: 93445
Seat-event requests: 252
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 626
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 626
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 7\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:08
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 19
Scenario seed: -3071790934870179305

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.74%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 833
Passengers seated: 235/235
Average waiting ticks: 380.66
Longest waiting passenger: P185->4H(RIGHT)
Longest waiting ticks: 773

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 6
Last cluster decision: RIGHT:tiles9-12:occupied=3:anchor=P225:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 37
Regions dissolved: 3
Repeated reconstructions avoided: 37
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=13
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1680
Maximum occupied tiles: 12
Seat events: 116
Single-blocker events: 38
Multiple-blocker events: 7
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1742
Maximum occupied tiles: 13
Seat events: 119
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 130
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4682
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5910
Total stationary ticks: 93445
Seat-event requests: 252
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 626
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 626
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 7\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 20
Scenario seed: -4277139289941249147

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.50%
Blocker-prone seat share (topology component): 67.38%
Aisle-assignment balance: 96.45%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2523
Passengers seated: 276/282
Average waiting ticks: 495.66
Longest waiting passenger: P93->28I(RIGHT)
Longest waiting ticks: 2480

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 4
Cluster candidates evaluated: 4
Executable cluster candidates: 0
Rejected cluster candidates: 4
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1611
Regions dissolved: 0
Repeated reconstructions avoided: 1611
Largest region lifetime: 1612
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1612:occupied=5
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1536
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 136
Single-blocker events: 45
Multiple-blocker events: 16
Temporary aisle reoccupations: 77

RIGHT AISLE
-----------
Total moves: 2229
Maximum occupied tiles: 14
Seat events: 140
Single-blocker events: 56
Multiple-blocker events: 8
Temporary aisle reoccupations: 72

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5671
Longest unresolved passenger ID: 91
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P275(32F/RIGHT) -> P246(32G/RIGHT) -> P218(30F/RIGHT) -> P93(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 275
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 15939
Total stationary ticks: 148649
Seat-event requests: 1851
Failed seat-event starts: 1575

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 93
Critical blocker identity: P93->28I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P93(28I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P218(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P246(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P275(32F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1575
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 249
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1575
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 820
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[249]: P249(30I/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P249->30I(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P249{seat=30I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=815,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 249
Final row-event chain: 93|249
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1851\nPrecedence substitutions made: 1\nDependency chains followed: 1568\nBlocked by waiting-row occupant: 3115\nSubstituted events started: 1\nOccupied-space rejections: 6237\nMaximum scheduling-chain depth: 3\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:08
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 20
Scenario seed: -4277139289941249147

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.50%
Blocker-prone seat share (topology component): 67.38%
Aisle-assignment balance: 96.45%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2523
Passengers seated: 276/282
Average waiting ticks: 495.65
Longest waiting passenger: P93->28I(RIGHT)
Longest waiting ticks: 2480

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 4
Cluster candidates evaluated: 4
Executable cluster candidates: 0
Rejected cluster candidates: 4
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1611
Regions dissolved: 0
Repeated reconstructions avoided: 1611
Largest region lifetime: 1612
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1612:occupied=5
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1536
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 136
Single-blocker events: 45
Multiple-blocker events: 16
Temporary aisle reoccupations: 77

RIGHT AISLE
-----------
Total moves: 2229
Maximum occupied tiles: 14
Seat events: 140
Single-blocker events: 56
Multiple-blocker events: 8
Temporary aisle reoccupations: 72

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5678
Longest unresolved passenger ID: 91
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P275(32F/RIGHT) -> P246(32G/RIGHT) -> P218(30F/RIGHT) -> P93(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 275
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 15956
Total stationary ticks: 148656
Seat-event requests: 1851
Failed seat-event starts: 1575

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 93
Critical blocker identity: P93->28I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P93(28I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P218(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P246(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P275(32F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1575
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 249
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1575
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 826
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[249]: P249(30I/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P249->30I(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P249{seat=30I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=815,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 249
Final row-event chain: 93|249
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1851\nPrecedence substitutions made: 1\nDependency chains followed: 1568\nBlocked by waiting-row occupant: 3115\nSubstituted events started: 1\nOccupied-space rejections: 6237\nMaximum scheduling-chain depth: 3\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:08
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 20
Scenario seed: -4277139289941249147

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.50%
Blocker-prone seat share (topology component): 67.38%
Aisle-assignment balance: 96.45%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2523
Passengers seated: 276/282
Average waiting ticks: 495.66
Longest waiting passenger: P93->28I(RIGHT)
Longest waiting ticks: 2480

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 4
Cluster candidates evaluated: 4
Executable cluster candidates: 0
Rejected cluster candidates: 4
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1611
Regions dissolved: 0
Repeated reconstructions avoided: 1611
Largest region lifetime: 1612
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1612:occupied=5
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1536
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 136
Single-blocker events: 45
Multiple-blocker events: 16
Temporary aisle reoccupations: 77

RIGHT AISLE
-----------
Total moves: 2229
Maximum occupied tiles: 14
Seat events: 140
Single-blocker events: 56
Multiple-blocker events: 8
Temporary aisle reoccupations: 72

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5671
Longest unresolved passenger ID: 91
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P275(32F/RIGHT) -> P246(32G/RIGHT) -> P218(30F/RIGHT) -> P93(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 275
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 15939
Total stationary ticks: 148649
Seat-event requests: 1851
Failed seat-event starts: 1575

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 93
Critical blocker identity: P93->28I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P93(28I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P218(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P246(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P275(32F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1575
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 249
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1575
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 820
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[249]: P249(30I/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P249->30I(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P249{seat=30I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=815,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 249
Final row-event chain: 93|249
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1851\nPrecedence substitutions made: 1\nDependency chains followed: 1568\nBlocked by waiting-row occupant: 3115\nSubstituted events started: 1\nOccupied-space rejections: 6237\nMaximum scheduling-chain depth: 3\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 21
Scenario seed: 2156042196335317824

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2509
Passengers seated: 280/282
Average waiting ticks: 465.41
Longest waiting passenger: P120->32F(LEFT)
Longest waiting ticks: 2432

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles19-24:occupied=5:anchor=P160:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 26
Regions dissolved: 1
Repeated reconstructions avoided: 26
Largest region lifetime: 27
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=27
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2155
Maximum occupied tiles: 15
Seat events: 136
Single-blocker events: 40
Multiple-blocker events: 15
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2213
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 31
Multiple-blocker events: 20
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1670
Reservations granted: 1670
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: 44
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P44(32C/LEFT) -> P120(32F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 44
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 10298
Total stationary ticks: 137703
Seat-event requests: 1872
Failed seat-event starts: 1592

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 120
Critical blocker identity: P120->32F(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P120(32F/LEFT/WAITING_FOR_SEAT_EVENT)
  P44(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1573
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 33|34
Critical blocker unavailable yield tiles: 33|34
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 19
Rear-boundary failures: 1573
Middle-bank reservation failures: 0
Active-event deferrals: 729
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 33|34
Current unavailable yield tiles: 33|34
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1871\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:08
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 21
Scenario seed: 2156042196335317824

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2509
Passengers seated: 280/282
Average waiting ticks: 465.39
Longest waiting passenger: P120->32F(LEFT)
Longest waiting ticks: 2432

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles19-24:occupied=5:anchor=P160:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 26
Regions dissolved: 1
Repeated reconstructions avoided: 26
Largest region lifetime: 27
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=27
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2155
Maximum occupied tiles: 15
Seat events: 136
Single-blocker events: 40
Multiple-blocker events: 15
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2213
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 31
Multiple-blocker events: 20
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1670
Reservations granted: 1670
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5614
Longest unresolved passenger ID: 44
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P44(32C/LEFT) -> P120(32F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 44
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 10312
Total stationary ticks: 137707
Seat-event requests: 1872
Failed seat-event starts: 1592

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 120
Critical blocker identity: P120->32F(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P120(32F/LEFT/WAITING_FOR_SEAT_EVENT)
  P44(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1573
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 33|34
Critical blocker unavailable yield tiles: 33|34
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 19
Rear-boundary failures: 1573
Middle-bank reservation failures: 0
Active-event deferrals: 732
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 33|34
Current unavailable yield tiles: 33|34
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1871\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:08
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 21
Scenario seed: 2156042196335317824

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2509
Passengers seated: 280/282
Average waiting ticks: 465.39
Longest waiting passenger: P120->32F(LEFT)
Longest waiting ticks: 2432

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles19-24:occupied=5:anchor=P160:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 26
Regions dissolved: 1
Repeated reconstructions avoided: 26
Largest region lifetime: 27
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=27
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2155
Maximum occupied tiles: 15
Seat events: 136
Single-blocker events: 40
Multiple-blocker events: 15
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2213
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 31
Multiple-blocker events: 20
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1670
Reservations granted: 1670
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5614
Longest unresolved passenger ID: 44
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P44(32C/LEFT) -> P120(32F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 44
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 10312
Total stationary ticks: 137707
Seat-event requests: 1872
Failed seat-event starts: 1592

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 120
Critical blocker identity: P120->32F(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P120(32F/LEFT/WAITING_FOR_SEAT_EVENT)
  P44(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1573
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 33|34
Critical blocker unavailable yield tiles: 33|34
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 19
Rear-boundary failures: 1573
Middle-bank reservation failures: 0
Active-event deferrals: 732
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 33|34
Current unavailable yield tiles: 33|34
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1871\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 22
Scenario seed: -5766723168729519310

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 96.32%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2745
Passengers seated: 277/353
Average waiting ticks: 763.89
Longest waiting passenger: P6->14I(RIGHT)
Longest waiting ticks: 2745

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 5
Clusters detected: 5
Activations without intervention: 36
Cluster candidates evaluated: 58
Executable cluster candidates: 0
Rejected cluster candidates: 58
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 36
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 5
Region updates: 4062
Regions dissolved: 3
Repeated reconstructions avoided: 4062
Largest region lifetime: 2370
Maximum simultaneous active regions: 3
Regions active at termination: 2
Last lifecycle event: UPDATE:R1:age=2370:occupied=36
Confirmation deferral ticks: 7
Regions reaching confirmation: 2
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 2084
State changes reopening evaluation: 34
Region priority competitions: 1569
Regions ranked: 3138
Hierarchical selections: 1569
Lower-priority evaluations deferred: 1546
Highest selected priority score: 39710
Left/right priority wins: 0/1569
Priority ties: 0
Last priority decision: LEFT:R4:score=7810 | RIGHT:R1:score=39710 | selected=RIGHT

LEFT AISLE
----------
Total moves: 3174
Maximum occupied tiles: 16
Seat events: 176
Single-blocker events: 40
Multiple-blocker events: 22
Temporary aisle reoccupations: 88

RIGHT AISLE
-----------
Total moves: 2127
Maximum occupied tiles: 36
Seat events: 101
Single-blocker events: 20
Multiple-blocker events: 10
Temporary aisle reoccupations: 42

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2198
Reservations granted: 2198
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 33
Remaining moving in aisle: 37
Remaining waiting at row: 6
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 74808
Longest unresolved passenger ID: 6
Longest unresolved row: 14
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 25
Longest dependency chain: P311(16F/RIGHT) -> P292(5J/RIGHT) -> P309(25H/RIGHT) -> P68(35E/RIGHT) -> P318(34I/RIGHT) -> P105(17H/RIGHT) -> P203(32I/RIGHT) -> P103(27G/RIGHT) -> P152(36H/RIGHT) -> P125(31D/RIGHT) -> P308(20I/RIGHT) -> P143(29E/RIGHT) -> P100(14J/RIGHT) -> P211(15I/RIGHT) -> P259(30J/RIGHT) -> P135(28I/RIGHT) -> P42(21I/RIGHT) -> P181(32D/RIGHT) -> P139(25I/RIGHT) -> P194(28F/RIGHT) -> P55(32H/RIGHT) -> P243(28J/RIGHT) -> P296(28D/RIGHT) -> P217(30I/RIGHT) -> P140(25E/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 311
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 37
Total blocked ticks: 93355
Total stationary ticks: 349294
Seat-event requests: 3976
Failed seat-event starts: 3699

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 140
Critical blocker identity: P140->25E(RIGHT)
Direct fan-out: 1
Total indirect descendants: 24
Critical tree size including blocker: 25
Critical tree depth: 25
Frozen internal components: 6
Terminal WAITING_FOR_SEAT_EVENT nodes: 6
Unresolved internal passengers: 43
Unresolved outside passengers: 33
Unresolved internal passengers outside critical tree: 18
Critical blocker tree:
P140(25E/RIGHT/WAITING_FOR_SEAT_EVENT)
  P217(30I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P296(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P243(28J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P55(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P194(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P139(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P181(32D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P42(21I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P135(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P259(30J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P211(15I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P100(14J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P143(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P308(20I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P125(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P152(36H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P103(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P203(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P105(17H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P318(34I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P68(35E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P309(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P292(5J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P311(16F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 3649
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 26|27
Critical blocker unavailable yield tiles: 26|27
Critical blocker yield-tile occupants: 20|218
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 3
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 3649
Rear-boundary failures: 50
Middle-bank reservation failures: 0
Active-event deferrals: 1207
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 8
Yield-occupant trace: yieldOccupant[20]: P20(32F/RIGHT/MOVING_IN_AISLE@tile26) -> P218(36J/RIGHT/MOVING_IN_AISLE@tile27) -> P5(30H/RIGHT/MOVING_IN_AISLE@tile28) -> P33(31J/RIGHT/MOVING_IN_AISLE@tile29) -> P236(33D/RIGHT/MOVING_IN_AISLE@tile30) -> P238(34F/RIGHT/MOVING_IN_AISLE@tile31) -> P14(34H/RIGHT/MOVING_IN_AISLE@tile32) -> P214(33I/RIGHT/WAITING_AT_ROW@tile33) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[218]: P218(36J/RIGHT/MOVING_IN_AISLE@tile27) -> P5(30H/RIGHT/MOVING_IN_AISLE@tile28) -> P33(31J/RIGHT/MOVING_IN_AISLE@tile29) -> P236(33D/RIGHT/MOVING_IN_AISLE@tile30) -> P238(34F/RIGHT/MOVING_IN_AISLE@tile31) -> P14(34H/RIGHT/MOVING_IN_AISLE@tile32) -> P214(33I/RIGHT/WAITING_AT_ROW@tile33) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P214->33I(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P20{seat=32F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=26,directBlocker=218,lastMoveTick=657,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P218{seat=36J,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=5,lastMoveTick=649,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 26|27
Current unavailable yield tiles: 26|27
Current yield-tile occupants: 20|218
Final row-event chain: 140|20|218|5|33|236|238|14|214
Final row-event chain length: 9
Distinct row events in chain: 9
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 6
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3976\nPrecedence substitutions made: 2\nDependency chains followed: 41\nBlocked by waiting-row occupant: 41\nSubstituted events started: 2\nOccupied-space rejections: 3675\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:08
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 22
Scenario seed: -5766723168729519310

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 96.32%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2745
Passengers seated: 346/353
Average waiting ticks: 596.96
Longest waiting passenger: P147->35A(LEFT)
Longest waiting ticks: 2680

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 7
Cluster candidates evaluated: 12
Executable cluster candidates: 0
Rejected cluster candidates: 12
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 7
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 1708
Regions dissolved: 3
Repeated reconstructions avoided: 1708
Largest region lifetime: 1648
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1648:occupied=7
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 1540
State changes reopening evaluation: 6
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3174
Maximum occupied tiles: 15
Seat events: 176
Single-blocker events: 37
Multiple-blocker events: 26
Temporary aisle reoccupations: 94

RIGHT AISLE
-----------
Total moves: 2997
Maximum occupied tiles: 15
Seat events: 170
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 107

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 148
Reservations granted: 148
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7949
Longest unresolved passenger ID: 23
Longest unresolved row: 35
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P196(34A/LEFT) -> P23(35B/LEFT) -> P147(35A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 196
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 20676
Total stationary ticks: 223824
Seat-event requests: 1918
Failed seat-event starts: 1572

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 3
Critical blocker identity: P3->32A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 7
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P3(32A/LEFT/WAITING_FOR_SEAT_EVENT)
  P128(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P290(34B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1572
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 33|34
Critical blocker unavailable yield tiles: 33|34
Critical blocker yield-tile occupants: 196|23
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1572
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 974
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 3
Yield-occupant trace: yieldOccupant[196]: P196(34A/LEFT/MOVING_IN_AISLE@tile33) -> P23(35B/LEFT/MOVING_IN_AISLE@tile34) -> P147(35A/LEFT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[23]: P23(35B/LEFT/MOVING_IN_AISLE@tile34) -> P147(35A/LEFT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P147->35A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P196{seat=34A,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=33,directBlocker=23,lastMoveTick=1179,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P23{seat=35B,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=34,directBlocker=147,lastMoveTick=1093,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 33|34
Current unavailable yield tiles: 33|34
Current yield-tile occupants: 196|23
Final row-event chain: 3|196|23|147
Final row-event chain length: 4
Distinct row events in chain: 4
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1918\nPrecedence substitutions made: 2\nDependency chains followed: 42\nBlocked by waiting-row occupant: 42\nSubstituted events started: 3\nOccupied-space rejections: 1579\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:08
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 22
Scenario seed: -5766723168729519310

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 96.32%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2745
Passengers seated: 277/353
Average waiting ticks: 763.97
Longest waiting passenger: P6->14I(RIGHT)
Longest waiting ticks: 2745

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 5
Clusters detected: 5
Activations without intervention: 36
Cluster candidates evaluated: 58
Executable cluster candidates: 0
Rejected cluster candidates: 58
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 36
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 5
Region updates: 4062
Regions dissolved: 3
Repeated reconstructions avoided: 4062
Largest region lifetime: 2370
Maximum simultaneous active regions: 3
Regions active at termination: 2
Last lifecycle event: UPDATE:R1:age=2370:occupied=36
Confirmation deferral ticks: 7
Regions reaching confirmation: 2
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 2084
State changes reopening evaluation: 34
Region priority competitions: 1569
Regions ranked: 3138
Hierarchical selections: 1569
Lower-priority evaluations deferred: 1546
Highest selected priority score: 39710
Left/right priority wins: 0/1569
Priority ties: 0
Last priority decision: LEFT:R4:score=7810 | RIGHT:R1:score=39710 | selected=RIGHT

LEFT AISLE
----------
Total moves: 3174
Maximum occupied tiles: 15
Seat events: 176
Single-blocker events: 40
Multiple-blocker events: 22
Temporary aisle reoccupations: 88

RIGHT AISLE
-----------
Total moves: 2127
Maximum occupied tiles: 36
Seat events: 101
Single-blocker events: 20
Multiple-blocker events: 10
Temporary aisle reoccupations: 42

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2198
Reservations granted: 2198
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 33
Remaining moving in aisle: 37
Remaining waiting at row: 6
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 74772
Longest unresolved passenger ID: 6
Longest unresolved row: 14
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 25
Longest dependency chain: P311(16F/RIGHT) -> P292(5J/RIGHT) -> P309(25H/RIGHT) -> P68(35E/RIGHT) -> P318(34I/RIGHT) -> P105(17H/RIGHT) -> P203(32I/RIGHT) -> P103(27G/RIGHT) -> P152(36H/RIGHT) -> P125(31D/RIGHT) -> P308(20I/RIGHT) -> P143(29E/RIGHT) -> P100(14J/RIGHT) -> P211(15I/RIGHT) -> P259(30J/RIGHT) -> P135(28I/RIGHT) -> P42(21I/RIGHT) -> P181(32D/RIGHT) -> P139(25I/RIGHT) -> P194(28F/RIGHT) -> P55(32H/RIGHT) -> P243(28J/RIGHT) -> P296(28D/RIGHT) -> P217(30I/RIGHT) -> P140(25E/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 311
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 37
Total blocked ticks: 93328
Total stationary ticks: 349287
Seat-event requests: 3977
Failed seat-event starts: 3700

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 140
Critical blocker identity: P140->25E(RIGHT)
Direct fan-out: 1
Total indirect descendants: 24
Critical tree size including blocker: 25
Critical tree depth: 25
Frozen internal components: 6
Terminal WAITING_FOR_SEAT_EVENT nodes: 6
Unresolved internal passengers: 43
Unresolved outside passengers: 33
Unresolved internal passengers outside critical tree: 18
Critical blocker tree:
P140(25E/RIGHT/WAITING_FOR_SEAT_EVENT)
  P217(30I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P296(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P243(28J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P55(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P194(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P139(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P181(32D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P42(21I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P135(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P259(30J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P211(15I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P100(14J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P143(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P308(20I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P125(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P152(36H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P103(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P203(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P105(17H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P318(34I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P68(35E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P309(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P292(5J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P311(16F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 3650
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 26|27
Critical blocker unavailable yield tiles: 26|27
Critical blocker yield-tile occupants: 20|218
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 3
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 3650
Rear-boundary failures: 50
Middle-bank reservation failures: 0
Active-event deferrals: 1212
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 8
Yield-occupant trace: yieldOccupant[20]: P20(32F/RIGHT/MOVING_IN_AISLE@tile26) -> P218(36J/RIGHT/MOVING_IN_AISLE@tile27) -> P5(30H/RIGHT/MOVING_IN_AISLE@tile28) -> P33(31J/RIGHT/MOVING_IN_AISLE@tile29) -> P236(33D/RIGHT/MOVING_IN_AISLE@tile30) -> P238(34F/RIGHT/MOVING_IN_AISLE@tile31) -> P14(34H/RIGHT/MOVING_IN_AISLE@tile32) -> P214(33I/RIGHT/WAITING_AT_ROW@tile33) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[218]: P218(36J/RIGHT/MOVING_IN_AISLE@tile27) -> P5(30H/RIGHT/MOVING_IN_AISLE@tile28) -> P33(31J/RIGHT/MOVING_IN_AISLE@tile29) -> P236(33D/RIGHT/MOVING_IN_AISLE@tile30) -> P238(34F/RIGHT/MOVING_IN_AISLE@tile31) -> P14(34H/RIGHT/MOVING_IN_AISLE@tile32) -> P214(33I/RIGHT/WAITING_AT_ROW@tile33) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P214->33I(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P20{seat=32F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=26,directBlocker=218,lastMoveTick=657,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P218{seat=36J,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=5,lastMoveTick=649,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 26|27
Current unavailable yield tiles: 26|27
Current yield-tile occupants: 20|218
Final row-event chain: 140|20|218|5|33|236|238|14|214
Final row-event chain length: 9
Distinct row events in chain: 9
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 6
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3977\nPrecedence substitutions made: 2\nDependency chains followed: 42\nBlocked by waiting-row occupant: 42\nSubstituted events started: 2\nOccupied-space rejections: 3676\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 23
Scenario seed: 3227199808506299833

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 999
Passengers seated: 282/282
Average waiting ticks: 461.28
Longest waiting passenger: P145->23F(RIGHT)
Longest waiting ticks: 957

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 4
Last cluster decision: LEFT:tiles14-16:occupied=3:anchor=P72:selected=P123:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 18
Regions dissolved: 2
Repeated reconstructions avoided: 18
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2167
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 34
Multiple-blocker events: 20
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 2198
Maximum occupied tiles: 12
Seat events: 141
Single-blocker events: 30
Multiple-blocker events: 18
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5448
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6929
Total stationary ticks: 134708
Seat-event requests: 303
Failed seat-event starts: 21

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 742
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 21
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 742
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 26\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:08
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 23
Scenario seed: 3227199808506299833

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 999
Passengers seated: 282/282
Average waiting ticks: 461.19
Longest waiting passenger: P145->23F(RIGHT)
Longest waiting ticks: 957

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 4
Last cluster decision: LEFT:tiles14-16:occupied=3:anchor=P72:selected=P123:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 18
Regions dissolved: 2
Repeated reconstructions avoided: 18
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2167
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 34
Multiple-blocker events: 20
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 2198
Maximum occupied tiles: 12
Seat events: 141
Single-blocker events: 30
Multiple-blocker events: 18
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5483
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6951
Total stationary ticks: 134715
Seat-event requests: 303
Failed seat-event starts: 21

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 733
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 21
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 733
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 26\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:08
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 23
Scenario seed: 3227199808506299833

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 999
Passengers seated: 282/282
Average waiting ticks: 461.18
Longest waiting passenger: P145->23F(RIGHT)
Longest waiting ticks: 957

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 4
Last cluster decision: LEFT:tiles14-16:occupied=3:anchor=P72:selected=P123:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 18
Regions dissolved: 2
Repeated reconstructions avoided: 18
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2167
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 34
Multiple-blocker events: 20
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 2198
Maximum occupied tiles: 12
Seat events: 141
Single-blocker events: 30
Multiple-blocker events: 18
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5478
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6950
Total stationary ticks: 134714
Seat-event requests: 303
Failed seat-event starts: 21

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 732
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 21
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 732
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 26\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 24
Scenario seed: 8005147200778309228

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1271
Passengers seated: 353/353
Average waiting ticks: 591.42
Longest waiting passenger: P62->26F(RIGHT)
Longest waiting ticks: 1213

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3014
Maximum occupied tiles: 13
Seat events: 174
Single-blocker events: 42
Multiple-blocker events: 21
Temporary aisle reoccupations: 86

RIGHT AISLE
-----------
Total moves: 3120
Maximum occupied tiles: 15
Seat events: 179
Single-blocker events: 55
Multiple-blocker events: 24
Temporary aisle reoccupations: 106

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 148
Reservations granted: 148
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7411
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8961
Total stationary ticks: 214978
Seat-event requests: 366
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 822
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 822
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 366\nPrecedence substitutions made: 5\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 6\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:08
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 24
Scenario seed: 8005147200778309228

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1271
Passengers seated: 353/353
Average waiting ticks: 591.42
Longest waiting passenger: P62->26F(RIGHT)
Longest waiting ticks: 1213

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3014
Maximum occupied tiles: 13
Seat events: 174
Single-blocker events: 42
Multiple-blocker events: 21
Temporary aisle reoccupations: 86

RIGHT AISLE
-----------
Total moves: 3120
Maximum occupied tiles: 15
Seat events: 179
Single-blocker events: 55
Multiple-blocker events: 24
Temporary aisle reoccupations: 106

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 148
Reservations granted: 148
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7411
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8961
Total stationary ticks: 214978
Seat-event requests: 366
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 822
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 822
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 366\nPrecedence substitutions made: 5\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 6\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:08
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 24
Scenario seed: 8005147200778309228

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1271
Passengers seated: 353/353
Average waiting ticks: 591.42
Longest waiting passenger: P62->26F(RIGHT)
Longest waiting ticks: 1213

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3014
Maximum occupied tiles: 13
Seat events: 174
Single-blocker events: 42
Multiple-blocker events: 21
Temporary aisle reoccupations: 86

RIGHT AISLE
-----------
Total moves: 3120
Maximum occupied tiles: 15
Seat events: 179
Single-blocker events: 55
Multiple-blocker events: 24
Temporary aisle reoccupations: 106

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 148
Reservations granted: 148
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7411
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8961
Total stationary ticks: 214978
Seat-event requests: 366
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 822
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 822
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 366\nPrecedence substitutions made: 5\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 6\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 25
Scenario seed: -2702801730491492296

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1000
Passengers seated: 282/282
Average waiting ticks: 462.07
Longest waiting passenger: P235->11E(LEFT)
Longest waiting ticks: 967

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2181
Maximum occupied tiles: 11
Seat events: 143
Single-blocker events: 33
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 2227
Maximum occupied tiles: 13
Seat events: 139
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 97
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5581
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6908
Total stationary ticks: 135059
Seat-event requests: 293
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 644
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 644
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 9\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:08
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 25
Scenario seed: -2702801730491492296

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1000
Passengers seated: 282/282
Average waiting ticks: 462.07
Longest waiting passenger: P235->11E(LEFT)
Longest waiting ticks: 967

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2181
Maximum occupied tiles: 11
Seat events: 143
Single-blocker events: 33
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 2227
Maximum occupied tiles: 13
Seat events: 139
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 97
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5581
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6915
Total stationary ticks: 135061
Seat-event requests: 293
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 650
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 650
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 8\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:08
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 25
Scenario seed: -2702801730491492296

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1000
Passengers seated: 282/282
Average waiting ticks: 462.07
Longest waiting passenger: P235->11E(LEFT)
Longest waiting ticks: 967

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2181
Maximum occupied tiles: 11
Seat events: 143
Single-blocker events: 33
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 2227
Maximum occupied tiles: 13
Seat events: 139
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 97
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5581
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6915
Total stationary ticks: 135061
Seat-event requests: 293
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 650
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 650
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 8\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 26
Scenario seed: -8345824874507060339

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 91.22%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2624
Passengers seated: 263/353
Average waiting ticks: 981.50
Longest waiting passenger: P5->29A(LEFT)
Longest waiting ticks: 2624

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 27
Regions dissolved: 2
Repeated reconstructions avoided: 27
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1905
Maximum occupied tiles: 13
Seat events: 102
Single-blocker events: 17
Multiple-blocker events: 6
Temporary aisle reoccupations: 29

RIGHT AISLE
-----------
Total moves: 2743
Maximum occupied tiles: 13
Seat events: 161
Single-blocker events: 58
Multiple-blocker events: 12
Temporary aisle reoccupations: 85

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2007
Reservations granted: 2007
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 80
Remaining moving in aisle: 4
Remaining waiting at row: 6
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 12248
Longest unresolved passenger ID: 5
Longest unresolved row: 29
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P18(20C/LEFT) -> P149(6C/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 18
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 26060
Total stationary ticks: 359005
Seat-event requests: 2178
Failed seat-event starts: 1915

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 121
Critical blocker identity: P121->26G(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 6
Terminal WAITING_FOR_SEAT_EVENT nodes: 6
Unresolved internal passengers: 10
Unresolved outside passengers: 80
Unresolved internal passengers outside critical tree: 8
Critical blocker tree:
P121(26G/LEFT/WAITING_FOR_SEAT_EVENT)
  P158(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1915
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 5
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1915
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 721
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 3
Current required yield tiles: 27|28|29
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2177\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1918\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:09
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 26
Scenario seed: -8345824874507060339

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 91.22%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2624
Passengers seated: 263/353
Average waiting ticks: 981.50
Longest waiting passenger: P5->29A(LEFT)
Longest waiting ticks: 2624

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 27
Regions dissolved: 2
Repeated reconstructions avoided: 27
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1905
Maximum occupied tiles: 13
Seat events: 102
Single-blocker events: 17
Multiple-blocker events: 6
Temporary aisle reoccupations: 29

RIGHT AISLE
-----------
Total moves: 2743
Maximum occupied tiles: 13
Seat events: 161
Single-blocker events: 58
Multiple-blocker events: 12
Temporary aisle reoccupations: 85

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2007
Reservations granted: 2007
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 80
Remaining moving in aisle: 4
Remaining waiting at row: 6
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 12248
Longest unresolved passenger ID: 5
Longest unresolved row: 29
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P18(20C/LEFT) -> P149(6C/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 18
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 26060
Total stationary ticks: 359005
Seat-event requests: 2178
Failed seat-event starts: 1915

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 121
Critical blocker identity: P121->26G(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 6
Terminal WAITING_FOR_SEAT_EVENT nodes: 6
Unresolved internal passengers: 10
Unresolved outside passengers: 80
Unresolved internal passengers outside critical tree: 8
Critical blocker tree:
P121(26G/LEFT/WAITING_FOR_SEAT_EVENT)
  P158(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1915
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 5
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1915
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 721
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 3
Current required yield tiles: 27|28|29
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2177\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1918\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:09
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 26
Scenario seed: -8345824874507060339

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 91.22%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2624
Passengers seated: 263/353
Average waiting ticks: 981.50
Longest waiting passenger: P5->29A(LEFT)
Longest waiting ticks: 2624

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 27
Regions dissolved: 2
Repeated reconstructions avoided: 27
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1905
Maximum occupied tiles: 13
Seat events: 102
Single-blocker events: 17
Multiple-blocker events: 6
Temporary aisle reoccupations: 29

RIGHT AISLE
-----------
Total moves: 2743
Maximum occupied tiles: 13
Seat events: 161
Single-blocker events: 58
Multiple-blocker events: 12
Temporary aisle reoccupations: 85

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2007
Reservations granted: 2007
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 80
Remaining moving in aisle: 4
Remaining waiting at row: 6
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 12248
Longest unresolved passenger ID: 5
Longest unresolved row: 29
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P18(20C/LEFT) -> P149(6C/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 18
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 26060
Total stationary ticks: 359005
Seat-event requests: 2178
Failed seat-event starts: 1915

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 121
Critical blocker identity: P121->26G(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 6
Terminal WAITING_FOR_SEAT_EVENT nodes: 6
Unresolved internal passengers: 10
Unresolved outside passengers: 80
Unresolved internal passengers outside critical tree: 8
Critical blocker tree:
P121(26G/LEFT/WAITING_FOR_SEAT_EVENT)
  P158(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1915
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 5
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1915
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 721
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 3
Current required yield tiles: 27|28|29
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2177\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1918\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 27
Scenario seed: 4799773213532248393

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.33%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2747
Passengers seated: 342/353
Average waiting ticks: 590.29
Longest waiting passenger: P292->33D(RIGHT)
Longest waiting ticks: 2686

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 5
Clusters detected: 5
Activations without intervention: 17
Cluster candidates evaluated: 20
Executable cluster candidates: 2
Rejected cluster candidates: 18
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 11
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 5
Region updates: 1829
Regions dissolved: 4
Repeated reconstructions avoided: 1829
Largest region lifetime: 1783
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1783:occupied=11
Confirmation deferral ticks: 8
Regions reaching confirmation: 3
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1617
State changes reopening evaluation: 15
Region priority competitions: 2
Regions ranked: 4
Hierarchical selections: 2
Lower-priority evaluations deferred: 0
Highest selected priority score: 6610
Left/right priority wins: 0/2
Priority ties: 0
Last priority decision: LEFT:R5:score=2214 | RIGHT:R3:score=6610 | selected=RIGHT

LEFT AISLE
----------
Total moves: 3152
Maximum occupied tiles: 14
Seat events: 175
Single-blocker events: 47
Multiple-blocker events: 28
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 2977
Maximum occupied tiles: 20
Seat events: 167
Single-blocker events: 48
Multiple-blocker events: 14
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1793
Reservations granted: 1791
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 9
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 15878
Longest unresolved passenger ID: 149
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 10
Longest dependency chain: P208(34H/RIGHT) -> P79(27H/RIGHT) -> P242(29G/RIGHT) -> P59(34G/RIGHT) -> P324(31J/RIGHT) -> P21(36F/RIGHT) -> P205(36I/RIGHT) -> P103(32H/RIGHT) -> P149(36J/RIGHT) -> P292(33D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 208
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 9
Total blocked ticks: 28362
Total stationary ticks: 230175
Seat-event requests: 2011
Failed seat-event starts: 1669

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 292
Critical blocker identity: P292->33D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 9
Critical tree size including blocker: 10
Critical tree depth: 10
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 11
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P292(33D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P149(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P103(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P205(36I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P21(36F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P324(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P59(34G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P242(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P79(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P208(34H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1668
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 34|35|36
Critical blocker unavailable yield tiles: 35
Critical blocker yield-tile occupants: 126
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1668
Rear-boundary failures: 1
Middle-bank reservation failures: 2
Active-event deferrals: 1239
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[126]: P126(35J/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P126->35J(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P126{seat=35J,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=891,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 34|35|36
Current unavailable yield tiles: 35
Current yield-tile occupants: 126
Final row-event chain: 292|126
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2012\nPrecedence substitutions made: 8\nDependency chains followed: 1655\nBlocked by waiting-row occupant: 1655\nSubstituted events started: 9\nOccupied-space rejections: 1697\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:09
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 27
Scenario seed: 4799773213532248393

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.33%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2747
Passengers seated: 342/353
Average waiting ticks: 590.29
Longest waiting passenger: P292->33D(RIGHT)
Longest waiting ticks: 2686

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 5
Clusters detected: 5
Activations without intervention: 17
Cluster candidates evaluated: 20
Executable cluster candidates: 2
Rejected cluster candidates: 18
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 11
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 5
Region updates: 1829
Regions dissolved: 4
Repeated reconstructions avoided: 1829
Largest region lifetime: 1783
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1783:occupied=11
Confirmation deferral ticks: 8
Regions reaching confirmation: 3
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1617
State changes reopening evaluation: 15
Region priority competitions: 2
Regions ranked: 4
Hierarchical selections: 2
Lower-priority evaluations deferred: 0
Highest selected priority score: 6610
Left/right priority wins: 0/2
Priority ties: 0
Last priority decision: LEFT:R5:score=2214 | RIGHT:R3:score=6610 | selected=RIGHT

LEFT AISLE
----------
Total moves: 3152
Maximum occupied tiles: 14
Seat events: 175
Single-blocker events: 47
Multiple-blocker events: 28
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 2977
Maximum occupied tiles: 20
Seat events: 167
Single-blocker events: 48
Multiple-blocker events: 14
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1793
Reservations granted: 1791
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 9
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 15878
Longest unresolved passenger ID: 149
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 10
Longest dependency chain: P208(34H/RIGHT) -> P79(27H/RIGHT) -> P242(29G/RIGHT) -> P59(34G/RIGHT) -> P324(31J/RIGHT) -> P21(36F/RIGHT) -> P205(36I/RIGHT) -> P103(32H/RIGHT) -> P149(36J/RIGHT) -> P292(33D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 208
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 9
Total blocked ticks: 28362
Total stationary ticks: 230175
Seat-event requests: 2011
Failed seat-event starts: 1669

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 292
Critical blocker identity: P292->33D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 9
Critical tree size including blocker: 10
Critical tree depth: 10
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 11
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P292(33D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P149(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P103(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P205(36I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P21(36F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P324(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P59(34G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P242(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P79(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P208(34H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1668
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 34|35|36
Critical blocker unavailable yield tiles: 35
Critical blocker yield-tile occupants: 126
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1668
Rear-boundary failures: 1
Middle-bank reservation failures: 2
Active-event deferrals: 1239
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[126]: P126(35J/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P126->35J(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P126{seat=35J,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=891,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 34|35|36
Current unavailable yield tiles: 35
Current yield-tile occupants: 126
Final row-event chain: 292|126
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2012\nPrecedence substitutions made: 8\nDependency chains followed: 1655\nBlocked by waiting-row occupant: 1655\nSubstituted events started: 9\nOccupied-space rejections: 1697\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:09
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 27
Scenario seed: 4799773213532248393

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 28.33%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2747
Passengers seated: 342/353
Average waiting ticks: 590.29
Longest waiting passenger: P292->33D(RIGHT)
Longest waiting ticks: 2686

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 5
Clusters detected: 5
Activations without intervention: 17
Cluster candidates evaluated: 20
Executable cluster candidates: 2
Rejected cluster candidates: 18
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 11
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 5
Region updates: 1829
Regions dissolved: 4
Repeated reconstructions avoided: 1829
Largest region lifetime: 1783
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1783:occupied=11
Confirmation deferral ticks: 8
Regions reaching confirmation: 3
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1617
State changes reopening evaluation: 15
Region priority competitions: 2
Regions ranked: 4
Hierarchical selections: 2
Lower-priority evaluations deferred: 0
Highest selected priority score: 6610
Left/right priority wins: 0/2
Priority ties: 0
Last priority decision: LEFT:R5:score=2214 | RIGHT:R3:score=6610 | selected=RIGHT

LEFT AISLE
----------
Total moves: 3152
Maximum occupied tiles: 14
Seat events: 175
Single-blocker events: 47
Multiple-blocker events: 28
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 2977
Maximum occupied tiles: 20
Seat events: 167
Single-blocker events: 48
Multiple-blocker events: 14
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1793
Reservations granted: 1791
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 9
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 15878
Longest unresolved passenger ID: 149
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 10
Longest dependency chain: P208(34H/RIGHT) -> P79(27H/RIGHT) -> P242(29G/RIGHT) -> P59(34G/RIGHT) -> P324(31J/RIGHT) -> P21(36F/RIGHT) -> P205(36I/RIGHT) -> P103(32H/RIGHT) -> P149(36J/RIGHT) -> P292(33D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 208
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 9
Total blocked ticks: 28362
Total stationary ticks: 230175
Seat-event requests: 2011
Failed seat-event starts: 1669

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 292
Critical blocker identity: P292->33D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 9
Critical tree size including blocker: 10
Critical tree depth: 10
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 11
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P292(33D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P149(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P103(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P205(36I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P21(36F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P324(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P59(34G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P242(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P79(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P208(34H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1668
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 34|35|36
Critical blocker unavailable yield tiles: 35
Critical blocker yield-tile occupants: 126
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1668
Rear-boundary failures: 1
Middle-bank reservation failures: 2
Active-event deferrals: 1239
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[126]: P126(35J/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P126->35J(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P126{seat=35J,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=891,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 34|35|36
Current unavailable yield tiles: 35
Current yield-tile occupants: 126
Final row-event chain: 292|126
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2012\nPrecedence substitutions made: 8\nDependency chains followed: 1655\nBlocked by waiting-row occupant: 1655\nSubstituted events started: 9\nOccupied-space rejections: 1697\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 28
Scenario seed: -8970582673838479181

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.74%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2350
Passengers seated: 216/235
Average waiting ticks: 413.67
Longest waiting passenger: P182->10F(LEFT)
Longest waiting ticks: 2330

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 20
Cluster candidates evaluated: 38
Executable cluster candidates: 0
Rejected cluster candidates: 38
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 17
Selected release potential total: 0
Last cluster decision: LEFT:tiles13-30:occupied=17:anchor=P6:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 2199
Regions dissolved: 2
Repeated reconstructions avoided: 2199
Largest region lifetime: 2174
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: TRACK:R1:age=2174:localMembers=17
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 102
State changes reopening evaluation: 18
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1580
Maximum occupied tiles: 23
Seat events: 95
Single-blocker events: 27
Multiple-blocker events: 6
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1753
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1877
Reservations granted: 1877
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 2

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 15
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 26482
Longest unresolved passenger ID: 153
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 16
Longest dependency chain: P144(22E/LEFT) -> P227(20B/LEFT) -> P228(19E/LEFT) -> P80(25A/LEFT) -> P77(24B/LEFT) -> P76(28B/LEFT) -> P103(27D/LEFT) -> P167(27C/LEFT) -> P148(29F/LEFT) -> P9(23B/LEFT) -> P136(25C/LEFT) -> P63(26A/LEFT) -> P55(26F/LEFT) -> P2(30B/LEFT) -> P105(30D/LEFT) -> P6(28E/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 144
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 15
Total blocked ticks: 39025
Total stationary ticks: 126482
Seat-event requests: 2061
Failed seat-event starts: 1845

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 6
Critical blocker identity: P6->28E(LEFT)
Direct fan-out: 1
Total indirect descendants: 15
Critical tree size including blocker: 16
Critical tree depth: 16
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 19
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P6(28E/LEFT/WAITING_FOR_SEAT_EVENT)
  P105(30D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P2(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P55(26F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P63(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P136(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P9(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P148(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P167(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P103(27D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P76(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P77(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P80(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P228(19E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P227(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P144(22E/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1845
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 29|30
Critical blocker yield-tile occupants: 60|153
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1845
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 1317
Simultaneous arbitration losses: 2

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 1
Yield-occupant trace: yieldOccupant[60]: P60(29A/LEFT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[153]: P153(30F/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P153->30F(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: false
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P60{seat=29A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=29,directBlocker=-1,lastMoveTick=103,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} || P153{seat=30F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=99,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 29|30
Current yield-tile occupants: 60|153
Final row-event chain: 6|60
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2063\nPrecedence substitutions made: 1\nDependency chains followed: 196\nBlocked by waiting-row occupant: 318\nSubstituted events started: 3\nOccupied-space rejections: 3923\nMaximum scheduling-chain depth: 3\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:09
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 28
Scenario seed: -8970582673838479181

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.74%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2350
Passengers seated: 216/235
Average waiting ticks: 413.66
Longest waiting passenger: P182->10F(LEFT)
Longest waiting ticks: 2330

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 20
Cluster candidates evaluated: 38
Executable cluster candidates: 0
Rejected cluster candidates: 38
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 17
Selected release potential total: 0
Last cluster decision: LEFT:tiles13-30:occupied=17:anchor=P6:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 2199
Regions dissolved: 2
Repeated reconstructions avoided: 2199
Largest region lifetime: 2174
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: TRACK:R1:age=2174:localMembers=17
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 102
State changes reopening evaluation: 18
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1580
Maximum occupied tiles: 23
Seat events: 95
Single-blocker events: 27
Multiple-blocker events: 6
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1753
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1877
Reservations granted: 1877
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 2

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 15
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 26477
Longest unresolved passenger ID: 153
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 16
Longest dependency chain: P144(22E/LEFT) -> P227(20B/LEFT) -> P228(19E/LEFT) -> P80(25A/LEFT) -> P77(24B/LEFT) -> P76(28B/LEFT) -> P103(27D/LEFT) -> P167(27C/LEFT) -> P148(29F/LEFT) -> P9(23B/LEFT) -> P136(25C/LEFT) -> P63(26A/LEFT) -> P55(26F/LEFT) -> P2(30B/LEFT) -> P105(30D/LEFT) -> P6(28E/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 144
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 15
Total blocked ticks: 39032
Total stationary ticks: 126484
Seat-event requests: 2061
Failed seat-event starts: 1845

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 6
Critical blocker identity: P6->28E(LEFT)
Direct fan-out: 1
Total indirect descendants: 15
Critical tree size including blocker: 16
Critical tree depth: 16
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 19
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P6(28E/LEFT/WAITING_FOR_SEAT_EVENT)
  P105(30D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P2(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P55(26F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P63(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P136(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P9(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P148(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P167(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P103(27D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P76(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P77(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P80(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P228(19E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P227(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P144(22E/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1845
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 29|30
Critical blocker yield-tile occupants: 60|153
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1845
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 1319
Simultaneous arbitration losses: 2

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 1
Yield-occupant trace: yieldOccupant[60]: P60(29A/LEFT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[153]: P153(30F/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P153->30F(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: false
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P60{seat=29A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=29,directBlocker=-1,lastMoveTick=103,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} || P153{seat=30F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=99,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 29|30
Current yield-tile occupants: 60|153
Final row-event chain: 6|60
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2063\nPrecedence substitutions made: 1\nDependency chains followed: 196\nBlocked by waiting-row occupant: 318\nSubstituted events started: 3\nOccupied-space rejections: 3923\nMaximum scheduling-chain depth: 3\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:09
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 28
Scenario seed: -8970582673838479181

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.74%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2350
Passengers seated: 216/235
Average waiting ticks: 413.67
Longest waiting passenger: P182->10F(LEFT)
Longest waiting ticks: 2330

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 20
Cluster candidates evaluated: 38
Executable cluster candidates: 0
Rejected cluster candidates: 38
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 17
Selected release potential total: 0
Last cluster decision: LEFT:tiles13-30:occupied=17:anchor=P6:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 2199
Regions dissolved: 2
Repeated reconstructions avoided: 2199
Largest region lifetime: 2174
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: TRACK:R1:age=2174:localMembers=17
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 102
State changes reopening evaluation: 18
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1580
Maximum occupied tiles: 23
Seat events: 95
Single-blocker events: 27
Multiple-blocker events: 6
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1753
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1877
Reservations granted: 1877
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 2

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 15
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 26482
Longest unresolved passenger ID: 153
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 16
Longest dependency chain: P144(22E/LEFT) -> P227(20B/LEFT) -> P228(19E/LEFT) -> P80(25A/LEFT) -> P77(24B/LEFT) -> P76(28B/LEFT) -> P103(27D/LEFT) -> P167(27C/LEFT) -> P148(29F/LEFT) -> P9(23B/LEFT) -> P136(25C/LEFT) -> P63(26A/LEFT) -> P55(26F/LEFT) -> P2(30B/LEFT) -> P105(30D/LEFT) -> P6(28E/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 144
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 15
Total blocked ticks: 39025
Total stationary ticks: 126482
Seat-event requests: 2061
Failed seat-event starts: 1845

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 6
Critical blocker identity: P6->28E(LEFT)
Direct fan-out: 1
Total indirect descendants: 15
Critical tree size including blocker: 16
Critical tree depth: 16
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 19
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P6(28E/LEFT/WAITING_FOR_SEAT_EVENT)
  P105(30D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P2(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P55(26F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P63(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P136(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P9(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P148(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P167(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P103(27D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P76(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P77(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P80(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P228(19E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P227(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P144(22E/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1845
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 29|30
Critical blocker yield-tile occupants: 60|153
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1845
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 1317
Simultaneous arbitration losses: 2

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 1
Yield-occupant trace: yieldOccupant[60]: P60(29A/LEFT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[153]: P153(30F/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P153->30F(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: false
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P60{seat=29A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=29,directBlocker=-1,lastMoveTick=103,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} || P153{seat=30F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=99,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 29|30
Current yield-tile occupants: 60|153
Final row-event chain: 6|60
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2063\nPrecedence substitutions made: 1\nDependency chains followed: 196\nBlocked by waiting-row occupant: 318\nSubstituted events started: 3\nOccupied-space rejections: 3923\nMaximum scheduling-chain depth: 3\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 29
Scenario seed: 4864444880977790924

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1020
Passengers seated: 282/282
Average waiting ticks: 465.05
Longest waiting passenger: P148->23C(LEFT)
Longest waiting ticks: 966

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2210
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 33
Multiple-blocker events: 19
Temporary aisle reoccupations: 71

RIGHT AISLE
-----------
Total moves: 2200
Maximum occupied tiles: 11
Seat events: 138
Single-blocker events: 40
Multiple-blocker events: 12
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 100
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5486
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6602
Total stationary ticks: 135635
Seat-event requests: 294
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 615
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 615
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:09
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 29
Scenario seed: 4864444880977790924

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1021
Passengers seated: 282/282
Average waiting ticks: 465.01
Longest waiting passenger: P148->23C(LEFT)
Longest waiting ticks: 969

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2210
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 33
Multiple-blocker events: 19
Temporary aisle reoccupations: 71

RIGHT AISLE
-----------
Total moves: 2200
Maximum occupied tiles: 11
Seat events: 138
Single-blocker events: 40
Multiple-blocker events: 12
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 100
Reservations granted: 99
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5495
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6593
Total stationary ticks: 135625
Seat-event requests: 294
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 604
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 604
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:09
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 29
Scenario seed: 4864444880977790924

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1020
Passengers seated: 282/282
Average waiting ticks: 465.03
Longest waiting passenger: P148->23C(LEFT)
Longest waiting ticks: 966

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2210
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 33
Multiple-blocker events: 19
Temporary aisle reoccupations: 71

RIGHT AISLE
-----------
Total moves: 2200
Maximum occupied tiles: 11
Seat events: 138
Single-blocker events: 40
Multiple-blocker events: 12
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 100
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5495
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6607
Total stationary ticks: 135636
Seat-event requests: 294
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 613
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 613
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 30
Scenario seed: 2093724541076077643

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 26.91%
Blocker-prone seat share (topology component): 60.62%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2728
Passengers seated: 344/353
Average waiting ticks: 615.95
Longest waiting passenger: P159->2D(RIGHT)
Longest waiting ticks: 2726

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 22
Regions dissolved: 1
Repeated reconstructions avoided: 22
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=23
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2908
Maximum occupied tiles: 15
Seat events: 169
Single-blocker events: 55
Multiple-blocker events: 25
Temporary aisle reoccupations: 111

RIGHT AISLE
-----------
Total moves: 3180
Maximum occupied tiles: 14
Seat events: 175
Single-blocker events: 60
Multiple-blocker events: 16
Temporary aisle reoccupations: 94

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1642
Reservations granted: 1638
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 6
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 10047
Longest unresolved passenger ID: 331
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P87(19H/RIGHT) -> P200(6H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 87
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 22713
Total stationary ticks: 228315
Seat-event requests: 1851
Failed seat-event starts: 1507

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 159
Critical blocker identity: P159->2D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 6
Terminal WAITING_FOR_SEAT_EVENT nodes: 6
Unresolved internal passengers: 9
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 7
Critical blocker tree:
P159(2D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P277(35I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1507
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 3|4|5
Critical blocker unavailable yield tiles: 5
Critical blocker yield-tile occupants: 87
Waiting-row passengers with zero blockers: 5
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1507
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 929
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[87]: P87(19H/RIGHT/MOVING_IN_AISLE@tile5) -> P200(6H/RIGHT/WAITING_AT_ROW@tile6) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P200->6H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P87{seat=19H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=5,directBlocker=200,lastMoveTick=1237,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 3|4|5
Current unavailable yield tiles: 5
Current yield-tile occupants: 87
Final row-event chain: 159|87|200
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1855\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 10\nOccupied-space rejections: 1512\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:09
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 30
Scenario seed: 2093724541076077643

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 26.91%
Blocker-prone seat share (topology component): 60.62%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2728
Passengers seated: 344/353
Average waiting ticks: 615.96
Longest waiting passenger: P159->2D(RIGHT)
Longest waiting ticks: 2726

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 22
Regions dissolved: 1
Repeated reconstructions avoided: 22
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=23
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2908
Maximum occupied tiles: 15
Seat events: 169
Single-blocker events: 55
Multiple-blocker events: 25
Temporary aisle reoccupations: 111

RIGHT AISLE
-----------
Total moves: 3180
Maximum occupied tiles: 14
Seat events: 175
Single-blocker events: 60
Multiple-blocker events: 16
Temporary aisle reoccupations: 94

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1642
Reservations granted: 1638
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 6
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 10051
Longest unresolved passenger ID: 331
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P87(19H/RIGHT) -> P200(6H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 87
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 22715
Total stationary ticks: 228315
Seat-event requests: 1851
Failed seat-event starts: 1507

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 159
Critical blocker identity: P159->2D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 6
Terminal WAITING_FOR_SEAT_EVENT nodes: 6
Unresolved internal passengers: 9
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 7
Critical blocker tree:
P159(2D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P277(35I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1507
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 3|4|5
Critical blocker unavailable yield tiles: 5
Critical blocker yield-tile occupants: 87
Waiting-row passengers with zero blockers: 5
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1507
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 933
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[87]: P87(19H/RIGHT/MOVING_IN_AISLE@tile5) -> P200(6H/RIGHT/WAITING_AT_ROW@tile6) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P200->6H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P87{seat=19H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=5,directBlocker=200,lastMoveTick=1237,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 3|4|5
Current unavailable yield tiles: 5
Current yield-tile occupants: 87
Final row-event chain: 159|87|200
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1855\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 10\nOccupied-space rejections: 1512\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
============================================================
Date/Time: 2026-07-17 10:24:09
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 30
Scenario seed: 2093724541076077643

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 26.91%
Blocker-prone seat share (topology component): 60.62%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2728
Passengers seated: 344/353
Average waiting ticks: 615.95
Longest waiting passenger: P159->2D(RIGHT)
Longest waiting ticks: 2726

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 22
Regions dissolved: 1
Repeated reconstructions avoided: 22
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=23
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2908
Maximum occupied tiles: 15
Seat events: 169
Single-blocker events: 55
Multiple-blocker events: 25
Temporary aisle reoccupations: 111

RIGHT AISLE
-----------
Total moves: 3180
Maximum occupied tiles: 14
Seat events: 175
Single-blocker events: 60
Multiple-blocker events: 16
Temporary aisle reoccupations: 94

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1642
Reservations granted: 1638
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 6
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 10047
Longest unresolved passenger ID: 331
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P87(19H/RIGHT) -> P200(6H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 87
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 22713
Total stationary ticks: 228315
Seat-event requests: 1851
Failed seat-event starts: 1507

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 159
Critical blocker identity: P159->2D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 6
Terminal WAITING_FOR_SEAT_EVENT nodes: 6
Unresolved internal passengers: 9
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 7
Critical blocker tree:
P159(2D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P277(35I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1507
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 3|4|5
Critical blocker unavailable yield tiles: 5
Critical blocker yield-tile occupants: 87
Waiting-row passengers with zero blockers: 5
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1507
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 929
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[87]: P87(19H/RIGHT/MOVING_IN_AISLE@tile5) -> P200(6H/RIGHT/WAITING_AT_ROW@tile6) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P200->6H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P87{seat=19H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=5,directBlocker=200,lastMoveTick=1237,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 3|4|5
Current unavailable yield tiles: 5
Current yield-tile occupants: 87
Final row-event chain: 159|87|200
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1855\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 10\nOccupied-space rejections: 1512\nMaximum scheduling-chain depth: 2\n============================================================\n

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 48
SAME-ROW PROTECTED ADJACENCY VALIDATION
************************************************************
Experiment seed: 8783790101901
Scenarios executed: 90
Successful completions: 53
Incomplete/MAX_TICKS: 37
Average completed ticks: 1668.26
Average waiting ticks: 511.00
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:00
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 1
Scenario seed: 8112011161113440395

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1292
Passengers seated: 353/353
Average waiting ticks: 590.48
Longest waiting passenger: P299->23A(LEFT)
Longest waiting ticks: 1237

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 7
Regions dissolved: 1
Repeated reconstructions avoided: 7
Largest region lifetime: 8
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=8
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3097
Maximum occupied tiles: 13
Seat events: 182
Single-blocker events: 42
Multiple-blocker events: 35
Temporary aisle reoccupations: 121

RIGHT AISLE
-----------
Total moves: 3057
Maximum occupied tiles: 15
Seat events: 171
Single-blocker events: 49
Multiple-blocker events: 24
Temporary aisle reoccupations: 103

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 153
Reservations granted: 153
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7682
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9191
Total stationary ticks: 214827
Seat-event requests: 372
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 805
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 805
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 372\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:00
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 1
Scenario seed: 8112011161113440395

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1292
Passengers seated: 353/353
Average waiting ticks: 590.48
Longest waiting passenger: P299->23A(LEFT)
Longest waiting ticks: 1237

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 7
Regions dissolved: 1
Repeated reconstructions avoided: 7
Largest region lifetime: 8
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=8
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3097
Maximum occupied tiles: 13
Seat events: 182
Single-blocker events: 42
Multiple-blocker events: 35
Temporary aisle reoccupations: 121

RIGHT AISLE
-----------
Total moves: 3057
Maximum occupied tiles: 15
Seat events: 171
Single-blocker events: 49
Multiple-blocker events: 24
Temporary aisle reoccupations: 103

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 153
Reservations granted: 153
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7682
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9191
Total stationary ticks: 214827
Seat-event requests: 372
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 805
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 805
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 372\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:01
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 2
Scenario seed: -6056132809683641225

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2714
Passengers seated: 302/353
Average waiting ticks: 663.88
Longest waiting passenger: P8->19A(LEFT)
Longest waiting ticks: 2714

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 6
Clusters detected: 6
Activations without intervention: 51
Cluster candidates evaluated: 147
Executable cluster candidates: 3
Rejected cluster candidates: 144
Cluster selections: 3
Cluster-selected events started: 3
Largest detected cluster: 35
Selected release potential total: 10
Last cluster decision: RIGHT:region=R6:result=LOWER_HIERARCHICAL_PRIORITY_DEFERRED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 6
Region updates: 3897
Regions dissolved: 4
Repeated reconstructions avoided: 3897
Largest region lifetime: 2258
Maximum simultaneous active regions: 2
Regions active at termination: 2
Last lifecycle event: UPDATE:R6:age=1589:occupied=6
Confirmation deferral ticks: 10
Regions reaching confirmation: 5
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1845
State changes reopening evaluation: 46
Region priority competitions: 1544
Regions ranked: 3088
Hierarchical selections: 1544
Lower-priority evaluations deferred: 1536
Highest selected priority score: 38610
Left/right priority wins: 1543/1
Priority ties: 0
Last priority decision: LEFT:R3:score=38610 | RIGHT:R6:score=6710 | selected=LEFT

LEFT AISLE
----------
Total moves: 2635
Maximum occupied tiles: 35
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 17
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 3034
Maximum occupied tiles: 13
Seat events: 168
Single-blocker events: 46
Multiple-blocker events: 22
Temporary aisle reoccupations: 93

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1948
Reservations granted: 1945
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 10
Remaining moving in aisle: 33
Remaining waiting at row: 8
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 59262
Longest unresolved passenger ID: 8
Longest unresolved row: 19
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 20
Longest dependency chain: P238(31G/LEFT) -> P44(16F/LEFT) -> P222(22G/LEFT) -> P286(35C/LEFT) -> P26(31C/LEFT) -> P303(16C/LEFT) -> P251(29B/LEFT) -> P300(33B/LEFT) -> P316(24D/LEFT) -> P128(26G/LEFT) -> P89(30B/LEFT) -> P329(27B/LEFT) -> P138(26F/LEFT) -> P273(36F/LEFT) -> P0(33E/LEFT) -> P16(32F/LEFT) -> P323(29C/LEFT) -> P219(32B/LEFT) -> P9(30C/LEFT) -> P253(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 238
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 33
Total blocked ticks: 81508
Total stationary ticks: 298512
Seat-event requests: 3774
Failed seat-event starts: 3472

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 253
Critical blocker identity: P253->29F(LEFT)
Direct fan-out: 1
Total indirect descendants: 19
Critical tree size including blocker: 20
Critical tree depth: 20
Frozen internal components: 8
Terminal WAITING_FOR_SEAT_EVENT nodes: 8
Unresolved internal passengers: 41
Unresolved outside passengers: 10
Unresolved internal passengers outside critical tree: 21
Critical blocker tree:
P253(29F/LEFT/WAITING_FOR_SEAT_EVENT)
  P9(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P219(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P323(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P16(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P0(33E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P273(36F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P138(26F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P329(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P89(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P128(26G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P316(24D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P300(33B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P251(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P303(16C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P26(31C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P286(35C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P222(22G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P44(16F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P238(31G/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 3472
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 1
Critical blocker required yield tiles: 30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 104
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 3
Waiting-row passengers with multiple blockers: 3
Yield-tile occupied failures: 3472
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 1635
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 3
Yield-occupant trace: yieldOccupant[104]: P104(32A/LEFT/MOVING_IN_AISLE@tile30) -> P335(33C/LEFT/MOVING_IN_AISLE@tile31) -> P264(32G/LEFT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P264->32G(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: P104{seat=32A,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=335,lastMoveTick=794,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 30|31
Current yield-tile occupants: 104|335
Final row-event chain: 253|104|335|264
Final row-event chain length: 4
Distinct row events in chain: 4
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 8
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3774\nPrecedence substitutions made: 4\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 5122\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:01
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 2
Scenario seed: -6056132809683641225

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2772
Passengers seated: 347/353
Average waiting ticks: 605.73
Longest waiting passenger: P277->32J(RIGHT)
Longest waiting ticks: 2709

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 6
Clusters detected: 6
Activations without intervention: 14
Cluster candidates evaluated: 20
Executable cluster candidates: 4
Rejected cluster candidates: 16
Cluster selections: 4
Cluster-selected events started: 4
Largest detected cluster: 6
Selected release potential total: 13
Last cluster decision: RIGHT:region=R6:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 6
Region updates: 1719
Regions dissolved: 5
Repeated reconstructions avoided: 1719
Largest region lifetime: 1648
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R6:age=1648:occupied=6
Confirmation deferral ticks: 10
Regions reaching confirmation: 5
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1587
State changes reopening evaluation: 9
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3113
Maximum occupied tiles: 14
Seat events: 179
Single-blocker events: 56
Multiple-blocker events: 26
Temporary aisle reoccupations: 114

RIGHT AISLE
-----------
Total moves: 3034
Maximum occupied tiles: 13
Seat events: 168
Single-blocker events: 46
Multiple-blocker events: 22
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 165
Reservations granted: 161
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7605
Longest unresolved passenger ID: 165
Longest unresolved row: 34
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P221(31J/RIGHT) -> P40(32E/RIGHT) -> P277(32J/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 221
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 19166
Total stationary ticks: 225106
Seat-event requests: 1988
Failed seat-event starts: 1641

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->32J(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P277(32J/RIGHT/WAITING_FOR_SEAT_EVENT)
  P40(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P221(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1641
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 33|34
Critical blocker unavailable yield tiles: 33|34
Critical blocker yield-tile occupants: 165|4
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1641
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 1022
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(34H/RIGHT/MOVING_IN_AISLE@tile33) -> P4(34D/RIGHT/WAITING_AT_ROW@tile34) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[4]: P4(34D/RIGHT/WAITING_AT_ROW@tile34) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P4->34D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=34H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=33,directBlocker=4,lastMoveTick=1113,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P4{seat=34D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=34,directBlocker=-1,lastMoveTick=1112,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 33|34
Current unavailable yield tiles: 33|34
Current yield-tile occupants: 165|4
Final row-event chain: 277|165|4
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1988\nPrecedence substitutions made: 4\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 8\nOccupied-space rejections: 3262\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:01
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 3
Scenario seed: -4467270878143136996

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 849
Passengers seated: 235/235
Average waiting ticks: 385.05
Longest waiting passenger: P3->11B(LEFT)
Longest waiting ticks: 810

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 46
Regions dissolved: 4
Repeated reconstructions avoided: 46
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=8
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1735
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 22
Multiple-blocker events: 18
Temporary aisle reoccupations: 63

RIGHT AISLE
-----------
Total moves: 1663
Maximum occupied tiles: 12
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 9
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 137
Reservations granted: 137
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4582
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5648
Total stationary ticks: 94370
Seat-event requests: 258
Failed seat-event starts: 23

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 495
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 23
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 495
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 257\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:01
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 3
Scenario seed: -4467270878143136996

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 849
Passengers seated: 235/235
Average waiting ticks: 385.03
Longest waiting passenger: P3->11B(LEFT)
Longest waiting ticks: 810

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 46
Regions dissolved: 4
Repeated reconstructions avoided: 46
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=8
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1735
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 22
Multiple-blocker events: 18
Temporary aisle reoccupations: 63

RIGHT AISLE
-----------
Total moves: 1663
Maximum occupied tiles: 12
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 9
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 137
Reservations granted: 137
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4587
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5647
Total stationary ticks: 94369
Seat-event requests: 258
Failed seat-event starts: 23

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 491
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 23
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 491
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 257\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:01
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 4
Scenario seed: -9218435481530688141

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 98.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1292
Passengers seated: 353/353
Average waiting ticks: 588.57
Longest waiting passenger: P280->34H(RIGHT)
Longest waiting ticks: 1227

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 67
Regions dissolved: 3
Repeated reconstructions avoided: 67
Largest region lifetime: 37
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=37
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2840
Maximum occupied tiles: 12
Seat events: 173
Single-blocker events: 46
Multiple-blocker events: 25
Temporary aisle reoccupations: 100

RIGHT AISLE
-----------
Total moves: 3282
Maximum occupied tiles: 15
Seat events: 180
Single-blocker events: 51
Multiple-blocker events: 27
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 151
Reservations granted: 151
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7488
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9368
Total stationary ticks: 214158
Seat-event requests: 368
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 965
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 965
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 368\nPrecedence substitutions made: 9\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 10\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:01
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 4
Scenario seed: -9218435481530688141

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 98.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1292
Passengers seated: 353/353
Average waiting ticks: 588.30
Longest waiting passenger: P280->34H(RIGHT)
Longest waiting ticks: 1227

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 67
Regions dissolved: 3
Repeated reconstructions avoided: 67
Largest region lifetime: 37
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=37
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2840
Maximum occupied tiles: 12
Seat events: 173
Single-blocker events: 46
Multiple-blocker events: 25
Temporary aisle reoccupations: 100

RIGHT AISLE
-----------
Total moves: 3282
Maximum occupied tiles: 14
Seat events: 180
Single-blocker events: 51
Multiple-blocker events: 27
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 151
Reservations granted: 151
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7542
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9377
Total stationary ticks: 214076
Seat-event requests: 368
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 960
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 960
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 368\nPrecedence substitutions made: 9\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 10\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:01
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 5
Scenario seed: 18174656633749288

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 67.38%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2512
Passengers seated: 279/282
Average waiting ticks: 476.50
Longest waiting passenger: P97->29F(LEFT)
Longest waiting ticks: 2454

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1577
Regions dissolved: 0
Repeated reconstructions avoided: 1577
Largest region lifetime: 1578
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1578:occupied=3
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1565
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2126
Maximum occupied tiles: 13
Seat events: 135
Single-blocker events: 34
Multiple-blocker events: 17
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1669
Reservations granted: 1663
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5611
Longest unresolved passenger ID: 6
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P6(31D/LEFT) -> P60(31A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 6
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 11807
Total stationary ticks: 140764
Seat-event requests: 1859
Failed seat-event starts: 1580

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 60
Critical blocker identity: P60->31A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P60(31A/LEFT/WAITING_FOR_SEAT_EVENT)
  P6(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1574
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1574
Rear-boundary failures: 6
Middle-bank reservation failures: 6
Active-event deferrals: 732
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1865\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 1578\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:01
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 5
Scenario seed: 18174656633749288

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 67.38%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2512
Passengers seated: 279/282
Average waiting ticks: 476.53
Longest waiting passenger: P97->29F(LEFT)
Longest waiting ticks: 2454

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1577
Regions dissolved: 0
Repeated reconstructions avoided: 1577
Largest region lifetime: 1578
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1578:occupied=3
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1565
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2126
Maximum occupied tiles: 13
Seat events: 135
Single-blocker events: 34
Multiple-blocker events: 17
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1669
Reservations granted: 1663
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5601
Longest unresolved passenger ID: 6
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P6(31D/LEFT) -> P60(31A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 6
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 11794
Total stationary ticks: 140761
Seat-event requests: 1859
Failed seat-event starts: 1580

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 60
Critical blocker identity: P60->31A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P60(31A/LEFT/WAITING_FOR_SEAT_EVENT)
  P6(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1574
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1574
Rear-boundary failures: 6
Middle-bank reservation failures: 6
Active-event deferrals: 731
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1865\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 1578\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:01
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 6
Scenario seed: 531314812887669783

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 850
Passengers seated: 235/235
Average waiting ticks: 385.31
Longest waiting passenger: P27->24H(RIGHT)
Longest waiting ticks: 799

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1658
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1741
Maximum occupied tiles: 13
Seat events: 119
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 136
Reservations granted: 128
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4347
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5457
Total stationary ticks: 94158
Seat-event requests: 246
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 561
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 561
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 254\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:01
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 6
Scenario seed: 531314812887669783

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 850
Passengers seated: 235/235
Average waiting ticks: 385.31
Longest waiting passenger: P27->24H(RIGHT)
Longest waiting ticks: 799

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1658
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1741
Maximum occupied tiles: 13
Seat events: 119
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 136
Reservations granted: 128
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4347
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5457
Total stationary ticks: 94158
Seat-event requests: 246
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 561
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 561
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 254\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:01
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 7
Scenario seed: -6701040943463011102

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.49%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1240
Passengers seated: 353/353
Average waiting ticks: 582.62
Longest waiting passenger: P329->5A(LEFT)
Longest waiting ticks: 1189

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 4
Selected release potential total: 6
Last cluster decision: RIGHT:tiles18-20:occupied=3:anchor=P114:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 48
Regions dissolved: 3
Repeated reconstructions avoided: 48
Largest region lifetime: 29
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3105
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 48
Multiple-blocker events: 31
Temporary aisle reoccupations: 112

RIGHT AISLE
-----------
Total moves: 3073
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 17
Temporary aisle reoccupations: 92

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 158
Reservations granted: 154
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7810
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9782
Total stationary ticks: 212501
Seat-event requests: 377
Failed seat-event starts: 24

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 941
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 23
Rear-boundary failures: 1
Middle-bank reservation failures: 4
Active-event deferrals: 941
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 379\nPrecedence substitutions made: 2\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 32\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:01
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 7
Scenario seed: -6701040943463011102

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.49%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1240
Passengers seated: 353/353
Average waiting ticks: 582.61
Longest waiting passenger: P329->5A(LEFT)
Longest waiting ticks: 1189

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 4
Selected release potential total: 6
Last cluster decision: RIGHT:tiles18-20:occupied=3:anchor=P114:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 48
Regions dissolved: 3
Repeated reconstructions avoided: 48
Largest region lifetime: 29
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3105
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 48
Multiple-blocker events: 31
Temporary aisle reoccupations: 112

RIGHT AISLE
-----------
Total moves: 3073
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 17
Temporary aisle reoccupations: 92

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 158
Reservations granted: 154
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7825
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9791
Total stationary ticks: 212505
Seat-event requests: 376
Failed seat-event starts: 23

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 943
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 23
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 943
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 378\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:01
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 8
Scenario seed: 3811266483724439093

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1013
Passengers seated: 282/282
Average waiting ticks: 461.68
Longest waiting passenger: P131->10B(LEFT)
Longest waiting ticks: 957

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 6
Selected release potential total: 7
Last cluster decision: LEFT:tiles22-25:occupied=3:anchor=P257:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 57
Regions dissolved: 2
Repeated reconstructions avoided: 57
Largest region lifetime: 49
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=49
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2211
Maximum occupied tiles: 13
Seat events: 143
Single-blocker events: 41
Multiple-blocker events: 18
Temporary aisle reoccupations: 77

RIGHT AISLE
-----------
Total moves: 2150
Maximum occupied tiles: 13
Seat events: 139
Single-blocker events: 37
Multiple-blocker events: 13
Temporary aisle reoccupations: 63

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 95
Reservations granted: 95
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5599
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7192
Total stationary ticks: 134990
Seat-event requests: 300
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 818
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 818
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:01
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 8
Scenario seed: 3811266483724439093

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1013
Passengers seated: 282/282
Average waiting ticks: 461.77
Longest waiting passenger: P131->10B(LEFT)
Longest waiting ticks: 957

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 3
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 4
Last cluster decision: LEFT:tiles1-8:occupied=6:anchor=P129:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 43
Regions dissolved: 1
Repeated reconstructions avoided: 43
Largest region lifetime: 44
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=44
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2211
Maximum occupied tiles: 13
Seat events: 143
Single-blocker events: 41
Multiple-blocker events: 18
Temporary aisle reoccupations: 77

RIGHT AISLE
-----------
Total moves: 2150
Maximum occupied tiles: 13
Seat events: 139
Single-blocker events: 37
Multiple-blocker events: 13
Temporary aisle reoccupations: 63

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 95
Reservations granted: 95
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5589
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7168
Total stationary ticks: 134981
Seat-event requests: 295
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 836
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 836
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 294\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:01
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 9
Scenario seed: -3814949503416810644

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 88.51%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 920
Passengers seated: 235/235
Average waiting ticks: 387.24
Longest waiting passenger: P132->17C(LEFT)
Longest waiting ticks: 882

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 7
Regions dissolved: 1
Repeated reconstructions avoided: 7
Largest region lifetime: 8
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=8
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1955
Maximum occupied tiles: 12
Seat events: 131
Single-blocker events: 35
Multiple-blocker events: 19
Temporary aisle reoccupations: 75

RIGHT AISLE
-----------
Total moves: 1429
Maximum occupied tiles: 13
Seat events: 104
Single-blocker events: 27
Multiple-blocker events: 7
Temporary aisle reoccupations: 43

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4542
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5649
Total stationary ticks: 94882
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 502
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 502
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:01
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 9
Scenario seed: -3814949503416810644

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 88.51%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 920
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P132->17C(LEFT)
Longest waiting ticks: 882

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1955
Maximum occupied tiles: 12
Seat events: 131
Single-blocker events: 35
Multiple-blocker events: 19
Temporary aisle reoccupations: 75

RIGHT AISLE
-----------
Total moves: 1429
Maximum occupied tiles: 13
Seat events: 104
Single-blocker events: 27
Multiple-blocker events: 7
Temporary aisle reoccupations: 43

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4542
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5628
Total stationary ticks: 94876
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 499
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 499
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:01
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 10
Scenario seed: 139157955229496041

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 461.02
Longest waiting passenger: P176->9H(RIGHT)
Longest waiting ticks: 961

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2150
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 47
Multiple-blocker events: 9
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 14
Seat events: 145
Single-blocker events: 39
Multiple-blocker events: 13
Temporary aisle reoccupations: 65

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 98
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5774
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7193
Total stationary ticks: 134982
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 717
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 717
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 288\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:01
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 10
Scenario seed: 139157955229496041

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 461.05
Longest waiting passenger: P176->9H(RIGHT)
Longest waiting ticks: 961

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 3
Regions dissolved: 1
Repeated reconstructions avoided: 3
Largest region lifetime: 4
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=4
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2150
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 47
Multiple-blocker events: 9
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 14
Seat events: 145
Single-blocker events: 39
Multiple-blocker events: 13
Temporary aisle reoccupations: 65

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 98
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5769
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7214
Total stationary ticks: 134988
Seat-event requests: 289
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 731
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 731
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:01
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 11
Scenario seed: 7426425998591461158

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1038
Passengers seated: 282/282
Average waiting ticks: 476.24
Longest waiting passenger: P52->30I(RIGHT)
Longest waiting ticks: 975

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 12
Seat events: 139
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 63

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 11
Seat events: 143
Single-blocker events: 45
Multiple-blocker events: 13
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 106
Reservations granted: 97
Reservations denied/waited: 9
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5223
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6329
Total stationary ticks: 138530
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 591
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 9
Active-event deferrals: 591
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:01
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 11
Scenario seed: 7426425998591461158

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1038
Passengers seated: 282/282
Average waiting ticks: 475.94
Longest waiting passenger: P52->30I(RIGHT)
Longest waiting ticks: 975

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 12
Seat events: 139
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 63

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 11
Seat events: 143
Single-blocker events: 45
Multiple-blocker events: 13
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 107
Reservations granted: 97
Reservations denied/waited: 10
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5300
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6395
Total stationary ticks: 138513
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 590
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 10
Active-event deferrals: 590
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:01
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 12
Scenario seed: -8295871527466017660

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1048
Passengers seated: 282/282
Average waiting ticks: 462.85
Longest waiting passenger: P112->16G(RIGHT)
Longest waiting ticks: 986

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1973
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 12
Temporary aisle reoccupations: 58

RIGHT AISLE
-----------
Total moves: 2397
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 38
Multiple-blocker events: 22
Temporary aisle reoccupations: 82

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 100
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5834
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7362
Total stationary ticks: 135618
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:01
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 12
Scenario seed: -8295871527466017660

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1048
Passengers seated: 282/282
Average waiting ticks: 462.75
Longest waiting passenger: P112->16G(RIGHT)
Longest waiting ticks: 986

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1973
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 33
Multiple-blocker events: 13
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 2397
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 37
Multiple-blocker events: 22
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 100
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5884
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7386
Total stationary ticks: 135627
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 709
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 709
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 299\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:02
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 13
Scenario seed: -8055353810995374288

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2323
Passengers seated: 224/235
Average waiting ticks: 409.51
Longest waiting passenger: P1->20F(LEFT)
Longest waiting ticks: 2289

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 8
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 8
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1529
Regions dissolved: 2
Repeated reconstructions avoided: 1529
Largest region lifetime: 1491
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1491:occupied=8
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1481
State changes reopening evaluation: 7
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1819
Maximum occupied tiles: 12
Seat events: 114
Single-blocker events: 31
Multiple-blocker events: 11
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1515
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 29
Multiple-blocker events: 9
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1619
Reservations granted: 1619
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 9
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 13720
Longest unresolved passenger ID: 229
Longest unresolved row: 29
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 8
Longest dependency chain: P83(30C/LEFT) -> P160(27E/LEFT) -> P192(23B/LEFT) -> P0(18C/LEFT) -> P87(20B/LEFT) -> P125(27B/LEFT) -> P165(28D/LEFT) -> P1(20F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 83
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 9
Total blocked ticks: 21330
Total stationary ticks: 112907
Seat-event requests: 1731
Failed seat-event starts: 1507

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 1
Critical blocker identity: P1->20F(LEFT)
Direct fan-out: 1
Total indirect descendants: 7
Critical tree size including blocker: 8
Critical tree depth: 8
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 11
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P1(20F/LEFT/WAITING_FOR_SEAT_EVENT)
  P165(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P125(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P87(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P0(18C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P192(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P160(27E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P83(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1507
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 21|22|23
Critical blocker unavailable yield tiles: 23
Critical blocker yield-tile occupants: 166
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1507
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 476
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 3
Yield-occupant trace: yieldOccupant[166]: P166(30E/LEFT/MOVING_IN_AISLE@tile23) -> P229(29C/LEFT/MOVING_IN_AISLE@tile24) -> P103(25C/LEFT/WAITING_AT_ROW@tile25) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P103->25C(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P166{seat=30E,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=23,directBlocker=229,lastMoveTick=816,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 21|22|23
Current unavailable yield tiles: 23
Current yield-tile occupants: 166
Final row-event chain: 1|166|229|103
Final row-event chain length: 4
Distinct row events in chain: 4
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1731\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 5\nOccupied-space rejections: 1511\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:02
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 13
Scenario seed: -8055353810995374288

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2323
Passengers seated: 224/235
Average waiting ticks: 409.60
Longest waiting passenger: P1->20F(LEFT)
Longest waiting ticks: 2289

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 8
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 8
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1529
Regions dissolved: 2
Repeated reconstructions avoided: 1529
Largest region lifetime: 1491
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1491:occupied=8
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1481
State changes reopening evaluation: 7
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1819
Maximum occupied tiles: 12
Seat events: 114
Single-blocker events: 31
Multiple-blocker events: 11
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1515
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 29
Multiple-blocker events: 9
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1619
Reservations granted: 1619
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 9
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 13711
Longest unresolved passenger ID: 229
Longest unresolved row: 29
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 8
Longest dependency chain: P83(30C/LEFT) -> P160(27E/LEFT) -> P192(23B/LEFT) -> P0(18C/LEFT) -> P87(20B/LEFT) -> P125(27B/LEFT) -> P165(28D/LEFT) -> P1(20F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 83
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 9
Total blocked ticks: 21335
Total stationary ticks: 112908
Seat-event requests: 1731
Failed seat-event starts: 1507

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 1
Critical blocker identity: P1->20F(LEFT)
Direct fan-out: 1
Total indirect descendants: 7
Critical tree size including blocker: 8
Critical tree depth: 8
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 11
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P1(20F/LEFT/WAITING_FOR_SEAT_EVENT)
  P165(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P125(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P87(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P0(18C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P192(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P160(27E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P83(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1507
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 21|22|23
Critical blocker unavailable yield tiles: 23
Critical blocker yield-tile occupants: 166
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1507
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 497
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 3
Yield-occupant trace: yieldOccupant[166]: P166(30E/LEFT/MOVING_IN_AISLE@tile23) -> P229(29C/LEFT/MOVING_IN_AISLE@tile24) -> P103(25C/LEFT/WAITING_AT_ROW@tile25) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P103->25C(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P166{seat=30E,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=23,directBlocker=229,lastMoveTick=823,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 21|22|23
Current unavailable yield tiles: 23
Current yield-tile occupants: 166
Final row-event chain: 1|166|229|103
Final row-event chain length: 4
Distinct row events in chain: 4
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1731\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 5\nOccupied-space rejections: 1511\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:02
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 14
Scenario seed: -457221805872256975

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2754
Passengers seated: 350/353
Average waiting ticks: 592.43
Longest waiting passenger: P342->34J(RIGHT)
Longest waiting ticks: 2674

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 4
Cluster candidates evaluated: 5
Executable cluster candidates: 2
Rejected cluster candidates: 3
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 4
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1576
Regions dissolved: 2
Repeated reconstructions avoided: 1576
Largest region lifetime: 1549
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1549:occupied=3
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1539
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3091
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 53
Multiple-blocker events: 20
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 3066
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 47
Multiple-blocker events: 21
Temporary aisle reoccupations: 89

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 155
Reservations granted: 152
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7560
Longest unresolved passenger ID: 32
Longest unresolved row: 34
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P32(34D/RIGHT) -> P342(34J/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 32
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 14220
Total stationary ticks: 217253
Seat-event requests: 1935
Failed seat-event starts: 1585

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 342
Critical blocker identity: P342->34J(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P342(34J/RIGHT/WAITING_FOR_SEAT_EVENT)
  P32(34D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1585
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 35|36
Critical blocker unavailable yield tiles: 36
Critical blocker yield-tile occupants: 54
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1585
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 991
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[54]: P54(36E/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P54->36E(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P54{seat=36E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=1164,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 35|36
Current unavailable yield tiles: 36
Current yield-tile occupants: 54
Final row-event chain: 342|54
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1936\nPrecedence substitutions made: 3\nDependency chains followed: 1563\nBlocked by waiting-row occupant: 1563\nSubstituted events started: 7\nOccupied-space rejections: 1589\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:02
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 14
Scenario seed: -457221805872256975

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2754
Passengers seated: 348/353
Average waiting ticks: 588.02
Longest waiting passenger: P208->36I(RIGHT)
Longest waiting ticks: 2688

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 5
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1609
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1609:occupied=5
Confirmation deferral ticks: 5
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1569
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3091
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 53
Multiple-blocker events: 20
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 3061
Maximum occupied tiles: 13
Seat events: 170
Single-blocker events: 46
Multiple-blocker events: 20
Temporary aisle reoccupations: 86

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 155
Reservations granted: 152
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7410
Longest unresolved passenger ID: 283
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P32(34D/RIGHT) -> P342(34J/RIGHT) -> P54(36E/RIGHT) -> P283(36J/RIGHT) -> P208(36I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 32
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 17344
Total stationary ticks: 220392
Seat-event requests: 1956
Failed seat-event starts: 1608

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 208
Critical blocker identity: P208->36I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P208(36I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P283(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P54(36E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P342(34J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P32(34D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1583
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 1
Critical blocker required yield tiles: 37
Critical blocker unavailable yield tiles: 37
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 25
Rear-boundary failures: 1583
Middle-bank reservation failures: 3
Active-event deferrals: 975
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 37
Current unavailable yield tiles: 37
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1957\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 29\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:02
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 15
Scenario seed: 4062907901791905793

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 997
Passengers seated: 282/282
Average waiting ticks: 460.21
Longest waiting passenger: P9->22G(RIGHT)
Longest waiting ticks: 933

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 3
Cluster candidates evaluated: 3
Executable cluster candidates: 2
Rejected cluster candidates: 1
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 7
Selected release potential total: 10
Last cluster decision: RIGHT:tiles11-17:occupied=5:anchor=P65:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 50
Regions dissolved: 1
Repeated reconstructions avoided: 50
Largest region lifetime: 51
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=51
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2233
Maximum occupied tiles: 11
Seat events: 140
Single-blocker events: 35
Multiple-blocker events: 12
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 2129
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 44
Multiple-blocker events: 18
Temporary aisle reoccupations: 80

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 93
Reservations granted: 93
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5878
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7413
Total stationary ticks: 134982
Seat-event requests: 294
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 679
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 679
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:02
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 15
Scenario seed: 4062907901791905793

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 997
Passengers seated: 282/282
Average waiting ticks: 460.20
Longest waiting passenger: P9->22G(RIGHT)
Longest waiting ticks: 933

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 3
Cluster candidates evaluated: 3
Executable cluster candidates: 2
Rejected cluster candidates: 1
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 7
Selected release potential total: 10
Last cluster decision: RIGHT:tiles11-17:occupied=5:anchor=P65:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 50
Regions dissolved: 1
Repeated reconstructions avoided: 50
Largest region lifetime: 51
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=51
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2233
Maximum occupied tiles: 11
Seat events: 140
Single-blocker events: 35
Multiple-blocker events: 12
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 2129
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 44
Multiple-blocker events: 18
Temporary aisle reoccupations: 80

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 93
Reservations granted: 93
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5878
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7406
Total stationary ticks: 134980
Seat-event requests: 294
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 673
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 673
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:02
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 16
Scenario seed: -8950795278425470047

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 871
Passengers seated: 235/235
Average waiting ticks: 383.03
Longest waiting passenger: P128->5B(LEFT)
Longest waiting ticks: 818

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1858
Maximum occupied tiles: 11
Seat events: 125
Single-blocker events: 33
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1550
Maximum occupied tiles: 11
Seat events: 110
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 127
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4307
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5477
Total stationary ticks: 93689
Seat-event requests: 245
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 551
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 551
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 247\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:02
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 16
Scenario seed: -8950795278425470047

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 871
Passengers seated: 235/235
Average waiting ticks: 383.03
Longest waiting passenger: P128->5B(LEFT)
Longest waiting ticks: 818

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1858
Maximum occupied tiles: 11
Seat events: 125
Single-blocker events: 33
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1550
Maximum occupied tiles: 11
Seat events: 110
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 127
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4307
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5477
Total stationary ticks: 93689
Seat-event requests: 245
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 551
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 551
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 247\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:02
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 17
Scenario seed: -5993034706659066824

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2462
Passengers seated: 272/282
Average waiting ticks: 465.14
Longest waiting passenger: P226->32I(RIGHT)
Longest waiting ticks: 2400

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 5
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 10
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1708
Regions dissolved: 0
Repeated reconstructions avoided: 1708
Largest region lifetime: 1709
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1709:occupied=10
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1558
State changes reopening evaluation: 4
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2175
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 42
Multiple-blocker events: 15
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2181
Maximum occupied tiles: 18
Seat events: 135
Single-blocker events: 40
Multiple-blocker events: 13
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 97
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 9
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 14808
Longest unresolved passenger ID: 121
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 10
Longest dependency chain: P207(29G/RIGHT) -> P59(26E/RIGHT) -> P117(32E/RIGHT) -> P149(31I/RIGHT) -> P78(31E/RIGHT) -> P187(29I/RIGHT) -> P154(30H/RIGHT) -> P172(31G/RIGHT) -> P121(32H/RIGHT) -> P226(32I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 207
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 9
Total blocked ticks: 22820
Total stationary ticks: 150192
Seat-event requests: 1851
Failed seat-event starts: 1579

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 226
Critical blocker identity: P226->32I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 9
Critical tree size including blocker: 10
Critical tree depth: 10
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 10
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P226(32I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P121(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P172(31G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P154(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P187(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P78(31E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P149(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P117(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P59(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P207(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1567
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 1
Critical blocker required yield tiles: 33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 1567
Middle-bank reservation failures: 4
Active-event deferrals: 721
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1855\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:02
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 17
Scenario seed: -5993034706659066824

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2462
Passengers seated: 272/282
Average waiting ticks: 465.23
Longest waiting passenger: P226->32I(RIGHT)
Longest waiting ticks: 2397

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 5
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 10
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1708
Regions dissolved: 0
Repeated reconstructions avoided: 1708
Largest region lifetime: 1709
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1709:occupied=10
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1558
State changes reopening evaluation: 4
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2175
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 42
Multiple-blocker events: 15
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2181
Maximum occupied tiles: 18
Seat events: 135
Single-blocker events: 40
Multiple-blocker events: 13
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 97
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 9
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 14804
Longest unresolved passenger ID: 121
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 10
Longest dependency chain: P207(29G/RIGHT) -> P59(26E/RIGHT) -> P117(32E/RIGHT) -> P149(31I/RIGHT) -> P78(31E/RIGHT) -> P187(29I/RIGHT) -> P154(30H/RIGHT) -> P172(31G/RIGHT) -> P121(32H/RIGHT) -> P226(32I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 207
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 9
Total blocked ticks: 22805
Total stationary ticks: 150187
Seat-event requests: 1851
Failed seat-event starts: 1579

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 226
Critical blocker identity: P226->32I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 9
Critical tree size including blocker: 10
Critical tree depth: 10
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 10
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P226(32I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P121(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P172(31G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P154(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P187(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P78(31E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P149(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P117(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P59(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P207(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1567
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 1
Critical blocker required yield tiles: 33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 1567
Middle-bank reservation failures: 4
Active-event deferrals: 733
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1855\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:02
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 18
Scenario seed: 8947593190842218294

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 997
Passengers seated: 282/282
Average waiting ticks: 464.79
Longest waiting passenger: P235->25A(LEFT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2262
Maximum occupied tiles: 11
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 18
Temporary aisle reoccupations: 69

RIGHT AISLE
-----------
Total moves: 2126
Maximum occupied tiles: 15
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 17
Temporary aisle reoccupations: 75

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6957
Total stationary ticks: 135735
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 725
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 725
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:02
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 18
Scenario seed: 8947593190842218294

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 997
Passengers seated: 282/282
Average waiting ticks: 464.83
Longest waiting passenger: P235->25A(LEFT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2262
Maximum occupied tiles: 11
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 18
Temporary aisle reoccupations: 69

RIGHT AISLE
-----------
Total moves: 2126
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 17
Temporary aisle reoccupations: 75

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5595
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6886
Total stationary ticks: 135714
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 694
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 694
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:02
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 19
Scenario seed: -3071790934870179305

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.74%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 833
Passengers seated: 235/235
Average waiting ticks: 380.66
Longest waiting passenger: P185->4H(RIGHT)
Longest waiting ticks: 773

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 6
Last cluster decision: RIGHT:tiles9-12:occupied=3:anchor=P225:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 37
Regions dissolved: 3
Repeated reconstructions avoided: 37
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=13
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1680
Maximum occupied tiles: 12
Seat events: 116
Single-blocker events: 38
Multiple-blocker events: 7
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1742
Maximum occupied tiles: 13
Seat events: 119
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 130
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4682
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5910
Total stationary ticks: 93445
Seat-event requests: 252
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 626
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 626
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 7\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:02
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 19
Scenario seed: -3071790934870179305

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.74%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 833
Passengers seated: 235/235
Average waiting ticks: 380.66
Longest waiting passenger: P185->4H(RIGHT)
Longest waiting ticks: 773

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 6
Last cluster decision: RIGHT:tiles9-12:occupied=3:anchor=P225:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 37
Regions dissolved: 3
Repeated reconstructions avoided: 37
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=13
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1680
Maximum occupied tiles: 12
Seat events: 116
Single-blocker events: 38
Multiple-blocker events: 7
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1742
Maximum occupied tiles: 13
Seat events: 119
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 130
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4682
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5910
Total stationary ticks: 93445
Seat-event requests: 252
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 626
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 626
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 7\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:02
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 20
Scenario seed: -4277139289941249147

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.50%
Blocker-prone seat share (topology component): 67.38%
Aisle-assignment balance: 96.45%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2523
Passengers seated: 276/282
Average waiting ticks: 495.66
Longest waiting passenger: P93->28I(RIGHT)
Longest waiting ticks: 2480

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 4
Cluster candidates evaluated: 4
Executable cluster candidates: 0
Rejected cluster candidates: 4
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1611
Regions dissolved: 0
Repeated reconstructions avoided: 1611
Largest region lifetime: 1612
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1612:occupied=5
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1536
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 136
Single-blocker events: 45
Multiple-blocker events: 16
Temporary aisle reoccupations: 77

RIGHT AISLE
-----------
Total moves: 2229
Maximum occupied tiles: 14
Seat events: 140
Single-blocker events: 56
Multiple-blocker events: 8
Temporary aisle reoccupations: 72

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5671
Longest unresolved passenger ID: 91
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P275(32F/RIGHT) -> P246(32G/RIGHT) -> P218(30F/RIGHT) -> P93(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 275
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 15939
Total stationary ticks: 148649
Seat-event requests: 1851
Failed seat-event starts: 1575

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 93
Critical blocker identity: P93->28I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P93(28I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P218(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P246(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P275(32F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1575
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 249
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1575
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 820
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[249]: P249(30I/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P249->30I(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P249{seat=30I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=815,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 249
Final row-event chain: 93|249
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1851\nPrecedence substitutions made: 1\nDependency chains followed: 1568\nBlocked by waiting-row occupant: 3115\nSubstituted events started: 1\nOccupied-space rejections: 6237\nMaximum scheduling-chain depth: 3\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:02
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 20
Scenario seed: -4277139289941249147

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.50%
Blocker-prone seat share (topology component): 67.38%
Aisle-assignment balance: 96.45%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2523
Passengers seated: 276/282
Average waiting ticks: 495.65
Longest waiting passenger: P93->28I(RIGHT)
Longest waiting ticks: 2480

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 4
Cluster candidates evaluated: 4
Executable cluster candidates: 0
Rejected cluster candidates: 4
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1611
Regions dissolved: 0
Repeated reconstructions avoided: 1611
Largest region lifetime: 1612
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1612:occupied=5
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1536
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 136
Single-blocker events: 45
Multiple-blocker events: 16
Temporary aisle reoccupations: 77

RIGHT AISLE
-----------
Total moves: 2229
Maximum occupied tiles: 14
Seat events: 140
Single-blocker events: 56
Multiple-blocker events: 8
Temporary aisle reoccupations: 72

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5678
Longest unresolved passenger ID: 91
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P275(32F/RIGHT) -> P246(32G/RIGHT) -> P218(30F/RIGHT) -> P93(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 275
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 15956
Total stationary ticks: 148656
Seat-event requests: 1851
Failed seat-event starts: 1575

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 93
Critical blocker identity: P93->28I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P93(28I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P218(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P246(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P275(32F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1575
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 249
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1575
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 826
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[249]: P249(30I/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P249->30I(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P249{seat=30I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=815,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 249
Final row-event chain: 93|249
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1851\nPrecedence substitutions made: 1\nDependency chains followed: 1568\nBlocked by waiting-row occupant: 3115\nSubstituted events started: 1\nOccupied-space rejections: 6237\nMaximum scheduling-chain depth: 3\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:02
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 21
Scenario seed: 2156042196335317824

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2509
Passengers seated: 280/282
Average waiting ticks: 465.41
Longest waiting passenger: P120->32F(LEFT)
Longest waiting ticks: 2432

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles19-24:occupied=5:anchor=P160:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 26
Regions dissolved: 1
Repeated reconstructions avoided: 26
Largest region lifetime: 27
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=27
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2155
Maximum occupied tiles: 15
Seat events: 136
Single-blocker events: 40
Multiple-blocker events: 15
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2213
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 31
Multiple-blocker events: 20
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1670
Reservations granted: 1670
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: 44
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P44(32C/LEFT) -> P120(32F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 44
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 10298
Total stationary ticks: 137703
Seat-event requests: 1872
Failed seat-event starts: 1592

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 120
Critical blocker identity: P120->32F(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P120(32F/LEFT/WAITING_FOR_SEAT_EVENT)
  P44(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1573
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 33|34
Critical blocker unavailable yield tiles: 33|34
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 19
Rear-boundary failures: 1573
Middle-bank reservation failures: 0
Active-event deferrals: 729
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 33|34
Current unavailable yield tiles: 33|34
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1871\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:02
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 21
Scenario seed: 2156042196335317824

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2509
Passengers seated: 280/282
Average waiting ticks: 465.39
Longest waiting passenger: P120->32F(LEFT)
Longest waiting ticks: 2432

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles19-24:occupied=5:anchor=P160:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 26
Regions dissolved: 1
Repeated reconstructions avoided: 26
Largest region lifetime: 27
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=27
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2155
Maximum occupied tiles: 15
Seat events: 136
Single-blocker events: 40
Multiple-blocker events: 15
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2213
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 31
Multiple-blocker events: 20
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1670
Reservations granted: 1670
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5614
Longest unresolved passenger ID: 44
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P44(32C/LEFT) -> P120(32F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 44
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 10312
Total stationary ticks: 137707
Seat-event requests: 1872
Failed seat-event starts: 1592

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 120
Critical blocker identity: P120->32F(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P120(32F/LEFT/WAITING_FOR_SEAT_EVENT)
  P44(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1573
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 33|34
Critical blocker unavailable yield tiles: 33|34
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 19
Rear-boundary failures: 1573
Middle-bank reservation failures: 0
Active-event deferrals: 732
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 33|34
Current unavailable yield tiles: 33|34
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1871\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:02
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 22
Scenario seed: -5766723168729519310

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 96.32%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2745
Passengers seated: 277/353
Average waiting ticks: 763.89
Longest waiting passenger: P6->14I(RIGHT)
Longest waiting ticks: 2745

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 5
Clusters detected: 5
Activations without intervention: 36
Cluster candidates evaluated: 58
Executable cluster candidates: 0
Rejected cluster candidates: 58
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 36
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 5
Region updates: 4062
Regions dissolved: 3
Repeated reconstructions avoided: 4062
Largest region lifetime: 2370
Maximum simultaneous active regions: 3
Regions active at termination: 2
Last lifecycle event: UPDATE:R1:age=2370:occupied=36
Confirmation deferral ticks: 7
Regions reaching confirmation: 2
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 2084
State changes reopening evaluation: 34
Region priority competitions: 1569
Regions ranked: 3138
Hierarchical selections: 1569
Lower-priority evaluations deferred: 1546
Highest selected priority score: 39710
Left/right priority wins: 0/1569
Priority ties: 0
Last priority decision: LEFT:R4:score=7810 | RIGHT:R1:score=39710 | selected=RIGHT

LEFT AISLE
----------
Total moves: 3174
Maximum occupied tiles: 16
Seat events: 176
Single-blocker events: 40
Multiple-blocker events: 22
Temporary aisle reoccupations: 88

RIGHT AISLE
-----------
Total moves: 2127
Maximum occupied tiles: 36
Seat events: 101
Single-blocker events: 20
Multiple-blocker events: 10
Temporary aisle reoccupations: 42

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2198
Reservations granted: 2198
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 33
Remaining moving in aisle: 37
Remaining waiting at row: 6
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 74808
Longest unresolved passenger ID: 6
Longest unresolved row: 14
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 25
Longest dependency chain: P311(16F/RIGHT) -> P292(5J/RIGHT) -> P309(25H/RIGHT) -> P68(35E/RIGHT) -> P318(34I/RIGHT) -> P105(17H/RIGHT) -> P203(32I/RIGHT) -> P103(27G/RIGHT) -> P152(36H/RIGHT) -> P125(31D/RIGHT) -> P308(20I/RIGHT) -> P143(29E/RIGHT) -> P100(14J/RIGHT) -> P211(15I/RIGHT) -> P259(30J/RIGHT) -> P135(28I/RIGHT) -> P42(21I/RIGHT) -> P181(32D/RIGHT) -> P139(25I/RIGHT) -> P194(28F/RIGHT) -> P55(32H/RIGHT) -> P243(28J/RIGHT) -> P296(28D/RIGHT) -> P217(30I/RIGHT) -> P140(25E/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 311
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 37
Total blocked ticks: 93355
Total stationary ticks: 349294
Seat-event requests: 3976
Failed seat-event starts: 3699

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 140
Critical blocker identity: P140->25E(RIGHT)
Direct fan-out: 1
Total indirect descendants: 24
Critical tree size including blocker: 25
Critical tree depth: 25
Frozen internal components: 6
Terminal WAITING_FOR_SEAT_EVENT nodes: 6
Unresolved internal passengers: 43
Unresolved outside passengers: 33
Unresolved internal passengers outside critical tree: 18
Critical blocker tree:
P140(25E/RIGHT/WAITING_FOR_SEAT_EVENT)
  P217(30I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P296(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P243(28J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P55(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P194(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P139(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P181(32D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P42(21I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P135(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P259(30J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P211(15I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P100(14J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P143(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P308(20I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P125(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P152(36H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P103(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P203(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P105(17H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P318(34I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P68(35E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P309(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P292(5J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P311(16F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 3649
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 26|27
Critical blocker unavailable yield tiles: 26|27
Critical blocker yield-tile occupants: 20|218
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 3
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 3649
Rear-boundary failures: 50
Middle-bank reservation failures: 0
Active-event deferrals: 1207
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 8
Yield-occupant trace: yieldOccupant[20]: P20(32F/RIGHT/MOVING_IN_AISLE@tile26) -> P218(36J/RIGHT/MOVING_IN_AISLE@tile27) -> P5(30H/RIGHT/MOVING_IN_AISLE@tile28) -> P33(31J/RIGHT/MOVING_IN_AISLE@tile29) -> P236(33D/RIGHT/MOVING_IN_AISLE@tile30) -> P238(34F/RIGHT/MOVING_IN_AISLE@tile31) -> P14(34H/RIGHT/MOVING_IN_AISLE@tile32) -> P214(33I/RIGHT/WAITING_AT_ROW@tile33) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[218]: P218(36J/RIGHT/MOVING_IN_AISLE@tile27) -> P5(30H/RIGHT/MOVING_IN_AISLE@tile28) -> P33(31J/RIGHT/MOVING_IN_AISLE@tile29) -> P236(33D/RIGHT/MOVING_IN_AISLE@tile30) -> P238(34F/RIGHT/MOVING_IN_AISLE@tile31) -> P14(34H/RIGHT/MOVING_IN_AISLE@tile32) -> P214(33I/RIGHT/WAITING_AT_ROW@tile33) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P214->33I(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P20{seat=32F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=26,directBlocker=218,lastMoveTick=657,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P218{seat=36J,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=5,lastMoveTick=649,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 26|27
Current unavailable yield tiles: 26|27
Current yield-tile occupants: 20|218
Final row-event chain: 140|20|218|5|33|236|238|14|214
Final row-event chain length: 9
Distinct row events in chain: 9
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 6
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3976\nPrecedence substitutions made: 2\nDependency chains followed: 41\nBlocked by waiting-row occupant: 41\nSubstituted events started: 2\nOccupied-space rejections: 3675\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:02
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 22
Scenario seed: -5766723168729519310

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 96.32%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2745
Passengers seated: 346/353
Average waiting ticks: 596.96
Longest waiting passenger: P147->35A(LEFT)
Longest waiting ticks: 2680

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 7
Cluster candidates evaluated: 12
Executable cluster candidates: 0
Rejected cluster candidates: 12
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 7
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 1708
Regions dissolved: 3
Repeated reconstructions avoided: 1708
Largest region lifetime: 1648
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1648:occupied=7
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 1540
State changes reopening evaluation: 6
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3174
Maximum occupied tiles: 15
Seat events: 176
Single-blocker events: 37
Multiple-blocker events: 26
Temporary aisle reoccupations: 94

RIGHT AISLE
-----------
Total moves: 2997
Maximum occupied tiles: 15
Seat events: 170
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 107

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 148
Reservations granted: 148
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7949
Longest unresolved passenger ID: 23
Longest unresolved row: 35
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P196(34A/LEFT) -> P23(35B/LEFT) -> P147(35A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 196
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 20676
Total stationary ticks: 223824
Seat-event requests: 1918
Failed seat-event starts: 1572

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 3
Critical blocker identity: P3->32A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 7
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P3(32A/LEFT/WAITING_FOR_SEAT_EVENT)
  P128(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P290(34B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1572
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 33|34
Critical blocker unavailable yield tiles: 33|34
Critical blocker yield-tile occupants: 196|23
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1572
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 974
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 3
Yield-occupant trace: yieldOccupant[196]: P196(34A/LEFT/MOVING_IN_AISLE@tile33) -> P23(35B/LEFT/MOVING_IN_AISLE@tile34) -> P147(35A/LEFT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[23]: P23(35B/LEFT/MOVING_IN_AISLE@tile34) -> P147(35A/LEFT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P147->35A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P196{seat=34A,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=33,directBlocker=23,lastMoveTick=1179,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P23{seat=35B,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=34,directBlocker=147,lastMoveTick=1093,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 33|34
Current unavailable yield tiles: 33|34
Current yield-tile occupants: 196|23
Final row-event chain: 3|196|23|147
Final row-event chain length: 4
Distinct row events in chain: 4
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1918\nPrecedence substitutions made: 2\nDependency chains followed: 42\nBlocked by waiting-row occupant: 42\nSubstituted events started: 3\nOccupied-space rejections: 1579\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:02
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 23
Scenario seed: 3227199808506299833

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 999
Passengers seated: 282/282
Average waiting ticks: 461.28
Longest waiting passenger: P145->23F(RIGHT)
Longest waiting ticks: 957

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 4
Last cluster decision: LEFT:tiles14-16:occupied=3:anchor=P72:selected=P123:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 18
Regions dissolved: 2
Repeated reconstructions avoided: 18
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2167
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 34
Multiple-blocker events: 20
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 2198
Maximum occupied tiles: 12
Seat events: 141
Single-blocker events: 30
Multiple-blocker events: 18
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5448
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6929
Total stationary ticks: 134708
Seat-event requests: 303
Failed seat-event starts: 21

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 742
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 21
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 742
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 26\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:02
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 23
Scenario seed: 3227199808506299833

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 999
Passengers seated: 282/282
Average waiting ticks: 461.19
Longest waiting passenger: P145->23F(RIGHT)
Longest waiting ticks: 957

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 4
Last cluster decision: LEFT:tiles14-16:occupied=3:anchor=P72:selected=P123:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 18
Regions dissolved: 2
Repeated reconstructions avoided: 18
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2167
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 34
Multiple-blocker events: 20
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 2198
Maximum occupied tiles: 12
Seat events: 141
Single-blocker events: 30
Multiple-blocker events: 18
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5483
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6951
Total stationary ticks: 134715
Seat-event requests: 303
Failed seat-event starts: 21

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 733
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 21
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 733
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 26\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:02
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 24
Scenario seed: 8005147200778309228

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1271
Passengers seated: 353/353
Average waiting ticks: 591.42
Longest waiting passenger: P62->26F(RIGHT)
Longest waiting ticks: 1213

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3014
Maximum occupied tiles: 13
Seat events: 174
Single-blocker events: 42
Multiple-blocker events: 21
Temporary aisle reoccupations: 86

RIGHT AISLE
-----------
Total moves: 3120
Maximum occupied tiles: 15
Seat events: 179
Single-blocker events: 55
Multiple-blocker events: 24
Temporary aisle reoccupations: 106

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 148
Reservations granted: 148
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7411
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8961
Total stationary ticks: 214978
Seat-event requests: 366
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 822
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 822
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 366\nPrecedence substitutions made: 5\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 6\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:02
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 24
Scenario seed: 8005147200778309228

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1271
Passengers seated: 353/353
Average waiting ticks: 591.42
Longest waiting passenger: P62->26F(RIGHT)
Longest waiting ticks: 1213

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3014
Maximum occupied tiles: 13
Seat events: 174
Single-blocker events: 42
Multiple-blocker events: 21
Temporary aisle reoccupations: 86

RIGHT AISLE
-----------
Total moves: 3120
Maximum occupied tiles: 15
Seat events: 179
Single-blocker events: 55
Multiple-blocker events: 24
Temporary aisle reoccupations: 106

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 148
Reservations granted: 148
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7411
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8961
Total stationary ticks: 214978
Seat-event requests: 366
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 822
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 822
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 366\nPrecedence substitutions made: 5\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 6\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:02
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 25
Scenario seed: -2702801730491492296

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1000
Passengers seated: 282/282
Average waiting ticks: 462.07
Longest waiting passenger: P235->11E(LEFT)
Longest waiting ticks: 967

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2181
Maximum occupied tiles: 11
Seat events: 143
Single-blocker events: 33
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 2227
Maximum occupied tiles: 13
Seat events: 139
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 97
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5581
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6908
Total stationary ticks: 135059
Seat-event requests: 293
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 644
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 644
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 9\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:02
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 25
Scenario seed: -2702801730491492296

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1000
Passengers seated: 282/282
Average waiting ticks: 462.07
Longest waiting passenger: P235->11E(LEFT)
Longest waiting ticks: 967

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2181
Maximum occupied tiles: 11
Seat events: 143
Single-blocker events: 33
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 2227
Maximum occupied tiles: 13
Seat events: 139
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 97
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5581
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6915
Total stationary ticks: 135061
Seat-event requests: 293
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 650
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 650
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 8\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:03
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 26
Scenario seed: -8345824874507060339

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 91.22%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2624
Passengers seated: 263/353
Average waiting ticks: 981.50
Longest waiting passenger: P5->29A(LEFT)
Longest waiting ticks: 2624

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 27
Regions dissolved: 2
Repeated reconstructions avoided: 27
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1905
Maximum occupied tiles: 13
Seat events: 102
Single-blocker events: 17
Multiple-blocker events: 6
Temporary aisle reoccupations: 29

RIGHT AISLE
-----------
Total moves: 2743
Maximum occupied tiles: 13
Seat events: 161
Single-blocker events: 58
Multiple-blocker events: 12
Temporary aisle reoccupations: 85

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2007
Reservations granted: 2007
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 80
Remaining moving in aisle: 4
Remaining waiting at row: 6
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 12248
Longest unresolved passenger ID: 5
Longest unresolved row: 29
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P18(20C/LEFT) -> P149(6C/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 18
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 26060
Total stationary ticks: 359005
Seat-event requests: 2178
Failed seat-event starts: 1915

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 121
Critical blocker identity: P121->26G(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 6
Terminal WAITING_FOR_SEAT_EVENT nodes: 6
Unresolved internal passengers: 10
Unresolved outside passengers: 80
Unresolved internal passengers outside critical tree: 8
Critical blocker tree:
P121(26G/LEFT/WAITING_FOR_SEAT_EVENT)
  P158(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1915
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 5
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1915
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 721
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 3
Current required yield tiles: 27|28|29
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2177\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1918\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:03
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 26
Scenario seed: -8345824874507060339

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 91.22%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2624
Passengers seated: 263/353
Average waiting ticks: 981.50
Longest waiting passenger: P5->29A(LEFT)
Longest waiting ticks: 2624

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 27
Regions dissolved: 2
Repeated reconstructions avoided: 27
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1905
Maximum occupied tiles: 13
Seat events: 102
Single-blocker events: 17
Multiple-blocker events: 6
Temporary aisle reoccupations: 29

RIGHT AISLE
-----------
Total moves: 2743
Maximum occupied tiles: 13
Seat events: 161
Single-blocker events: 58
Multiple-blocker events: 12
Temporary aisle reoccupations: 85

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2007
Reservations granted: 2007
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 80
Remaining moving in aisle: 4
Remaining waiting at row: 6
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 12248
Longest unresolved passenger ID: 5
Longest unresolved row: 29
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P18(20C/LEFT) -> P149(6C/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 18
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 26060
Total stationary ticks: 359005
Seat-event requests: 2178
Failed seat-event starts: 1915

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 121
Critical blocker identity: P121->26G(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 6
Terminal WAITING_FOR_SEAT_EVENT nodes: 6
Unresolved internal passengers: 10
Unresolved outside passengers: 80
Unresolved internal passengers outside critical tree: 8
Critical blocker tree:
P121(26G/LEFT/WAITING_FOR_SEAT_EVENT)
  P158(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1915
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 5
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1915
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 721
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 3
Current required yield tiles: 27|28|29
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2177\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1918\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:03
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 27
Scenario seed: 4799773213532248393

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.33%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2747
Passengers seated: 342/353
Average waiting ticks: 590.29
Longest waiting passenger: P292->33D(RIGHT)
Longest waiting ticks: 2686

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 5
Clusters detected: 5
Activations without intervention: 17
Cluster candidates evaluated: 20
Executable cluster candidates: 2
Rejected cluster candidates: 18
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 11
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 5
Region updates: 1829
Regions dissolved: 4
Repeated reconstructions avoided: 1829
Largest region lifetime: 1783
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1783:occupied=11
Confirmation deferral ticks: 8
Regions reaching confirmation: 3
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1617
State changes reopening evaluation: 15
Region priority competitions: 2
Regions ranked: 4
Hierarchical selections: 2
Lower-priority evaluations deferred: 0
Highest selected priority score: 6610
Left/right priority wins: 0/2
Priority ties: 0
Last priority decision: LEFT:R5:score=2214 | RIGHT:R3:score=6610 | selected=RIGHT

LEFT AISLE
----------
Total moves: 3152
Maximum occupied tiles: 14
Seat events: 175
Single-blocker events: 47
Multiple-blocker events: 28
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 2977
Maximum occupied tiles: 20
Seat events: 167
Single-blocker events: 48
Multiple-blocker events: 14
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1793
Reservations granted: 1791
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 9
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 15878
Longest unresolved passenger ID: 149
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 10
Longest dependency chain: P208(34H/RIGHT) -> P79(27H/RIGHT) -> P242(29G/RIGHT) -> P59(34G/RIGHT) -> P324(31J/RIGHT) -> P21(36F/RIGHT) -> P205(36I/RIGHT) -> P103(32H/RIGHT) -> P149(36J/RIGHT) -> P292(33D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 208
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 9
Total blocked ticks: 28362
Total stationary ticks: 230175
Seat-event requests: 2011
Failed seat-event starts: 1669

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 292
Critical blocker identity: P292->33D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 9
Critical tree size including blocker: 10
Critical tree depth: 10
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 11
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P292(33D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P149(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P103(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P205(36I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P21(36F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P324(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P59(34G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P242(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P79(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P208(34H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1668
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 34|35|36
Critical blocker unavailable yield tiles: 35
Critical blocker yield-tile occupants: 126
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1668
Rear-boundary failures: 1
Middle-bank reservation failures: 2
Active-event deferrals: 1239
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[126]: P126(35J/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P126->35J(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P126{seat=35J,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=891,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 34|35|36
Current unavailable yield tiles: 35
Current yield-tile occupants: 126
Final row-event chain: 292|126
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2012\nPrecedence substitutions made: 8\nDependency chains followed: 1655\nBlocked by waiting-row occupant: 1655\nSubstituted events started: 9\nOccupied-space rejections: 1697\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:03
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 27
Scenario seed: 4799773213532248393

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.33%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2747
Passengers seated: 342/353
Average waiting ticks: 590.29
Longest waiting passenger: P292->33D(RIGHT)
Longest waiting ticks: 2686

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 5
Clusters detected: 5
Activations without intervention: 17
Cluster candidates evaluated: 20
Executable cluster candidates: 2
Rejected cluster candidates: 18
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 11
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 5
Region updates: 1829
Regions dissolved: 4
Repeated reconstructions avoided: 1829
Largest region lifetime: 1783
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1783:occupied=11
Confirmation deferral ticks: 8
Regions reaching confirmation: 3
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1617
State changes reopening evaluation: 15
Region priority competitions: 2
Regions ranked: 4
Hierarchical selections: 2
Lower-priority evaluations deferred: 0
Highest selected priority score: 6610
Left/right priority wins: 0/2
Priority ties: 0
Last priority decision: LEFT:R5:score=2214 | RIGHT:R3:score=6610 | selected=RIGHT

LEFT AISLE
----------
Total moves: 3152
Maximum occupied tiles: 14
Seat events: 175
Single-blocker events: 47
Multiple-blocker events: 28
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 2977
Maximum occupied tiles: 20
Seat events: 167
Single-blocker events: 48
Multiple-blocker events: 14
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1793
Reservations granted: 1791
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 9
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 15878
Longest unresolved passenger ID: 149
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 10
Longest dependency chain: P208(34H/RIGHT) -> P79(27H/RIGHT) -> P242(29G/RIGHT) -> P59(34G/RIGHT) -> P324(31J/RIGHT) -> P21(36F/RIGHT) -> P205(36I/RIGHT) -> P103(32H/RIGHT) -> P149(36J/RIGHT) -> P292(33D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 208
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 9
Total blocked ticks: 28362
Total stationary ticks: 230175
Seat-event requests: 2011
Failed seat-event starts: 1669

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 292
Critical blocker identity: P292->33D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 9
Critical tree size including blocker: 10
Critical tree depth: 10
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 11
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P292(33D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P149(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P103(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P205(36I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P21(36F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P324(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P59(34G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P242(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P79(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P208(34H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1668
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 34|35|36
Critical blocker unavailable yield tiles: 35
Critical blocker yield-tile occupants: 126
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1668
Rear-boundary failures: 1
Middle-bank reservation failures: 2
Active-event deferrals: 1239
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[126]: P126(35J/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P126->35J(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P126{seat=35J,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=891,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 34|35|36
Current unavailable yield tiles: 35
Current yield-tile occupants: 126
Final row-event chain: 292|126
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2012\nPrecedence substitutions made: 8\nDependency chains followed: 1655\nBlocked by waiting-row occupant: 1655\nSubstituted events started: 9\nOccupied-space rejections: 1697\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:03
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 28
Scenario seed: -8970582673838479181

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.74%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2350
Passengers seated: 216/235
Average waiting ticks: 413.67
Longest waiting passenger: P182->10F(LEFT)
Longest waiting ticks: 2330

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 20
Cluster candidates evaluated: 38
Executable cluster candidates: 0
Rejected cluster candidates: 38
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 17
Selected release potential total: 0
Last cluster decision: LEFT:tiles13-30:occupied=17:anchor=P6:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 2199
Regions dissolved: 2
Repeated reconstructions avoided: 2199
Largest region lifetime: 2174
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: TRACK:R1:age=2174:localMembers=17
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 102
State changes reopening evaluation: 18
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1580
Maximum occupied tiles: 23
Seat events: 95
Single-blocker events: 27
Multiple-blocker events: 6
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1753
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1877
Reservations granted: 1877
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 2

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 15
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 26482
Longest unresolved passenger ID: 153
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 16
Longest dependency chain: P144(22E/LEFT) -> P227(20B/LEFT) -> P228(19E/LEFT) -> P80(25A/LEFT) -> P77(24B/LEFT) -> P76(28B/LEFT) -> P103(27D/LEFT) -> P167(27C/LEFT) -> P148(29F/LEFT) -> P9(23B/LEFT) -> P136(25C/LEFT) -> P63(26A/LEFT) -> P55(26F/LEFT) -> P2(30B/LEFT) -> P105(30D/LEFT) -> P6(28E/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 144
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 15
Total blocked ticks: 39025
Total stationary ticks: 126482
Seat-event requests: 2061
Failed seat-event starts: 1845

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 6
Critical blocker identity: P6->28E(LEFT)
Direct fan-out: 1
Total indirect descendants: 15
Critical tree size including blocker: 16
Critical tree depth: 16
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 19
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P6(28E/LEFT/WAITING_FOR_SEAT_EVENT)
  P105(30D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P2(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P55(26F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P63(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P136(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P9(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P148(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P167(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P103(27D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P76(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P77(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P80(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P228(19E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P227(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P144(22E/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1845
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 29|30
Critical blocker yield-tile occupants: 60|153
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1845
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 1317
Simultaneous arbitration losses: 2

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 1
Yield-occupant trace: yieldOccupant[60]: P60(29A/LEFT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[153]: P153(30F/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P153->30F(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: false
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P60{seat=29A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=29,directBlocker=-1,lastMoveTick=103,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} || P153{seat=30F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=99,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 29|30
Current yield-tile occupants: 60|153
Final row-event chain: 6|60
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2063\nPrecedence substitutions made: 1\nDependency chains followed: 196\nBlocked by waiting-row occupant: 318\nSubstituted events started: 3\nOccupied-space rejections: 3923\nMaximum scheduling-chain depth: 3\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:03
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 28
Scenario seed: -8970582673838479181

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.74%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2350
Passengers seated: 216/235
Average waiting ticks: 413.66
Longest waiting passenger: P182->10F(LEFT)
Longest waiting ticks: 2330

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 20
Cluster candidates evaluated: 38
Executable cluster candidates: 0
Rejected cluster candidates: 38
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 17
Selected release potential total: 0
Last cluster decision: LEFT:tiles13-30:occupied=17:anchor=P6:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 2199
Regions dissolved: 2
Repeated reconstructions avoided: 2199
Largest region lifetime: 2174
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: TRACK:R1:age=2174:localMembers=17
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 102
State changes reopening evaluation: 18
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1580
Maximum occupied tiles: 23
Seat events: 95
Single-blocker events: 27
Multiple-blocker events: 6
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1753
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1877
Reservations granted: 1877
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 2

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 15
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 26477
Longest unresolved passenger ID: 153
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 16
Longest dependency chain: P144(22E/LEFT) -> P227(20B/LEFT) -> P228(19E/LEFT) -> P80(25A/LEFT) -> P77(24B/LEFT) -> P76(28B/LEFT) -> P103(27D/LEFT) -> P167(27C/LEFT) -> P148(29F/LEFT) -> P9(23B/LEFT) -> P136(25C/LEFT) -> P63(26A/LEFT) -> P55(26F/LEFT) -> P2(30B/LEFT) -> P105(30D/LEFT) -> P6(28E/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 144
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 15
Total blocked ticks: 39032
Total stationary ticks: 126484
Seat-event requests: 2061
Failed seat-event starts: 1845

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 6
Critical blocker identity: P6->28E(LEFT)
Direct fan-out: 1
Total indirect descendants: 15
Critical tree size including blocker: 16
Critical tree depth: 16
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 19
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P6(28E/LEFT/WAITING_FOR_SEAT_EVENT)
  P105(30D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P2(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P55(26F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P63(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P136(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P9(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P148(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P167(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P103(27D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P76(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P77(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P80(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P228(19E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P227(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P144(22E/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1845
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 29|30
Critical blocker yield-tile occupants: 60|153
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1845
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 1319
Simultaneous arbitration losses: 2

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 1
Yield-occupant trace: yieldOccupant[60]: P60(29A/LEFT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[153]: P153(30F/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P153->30F(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: false
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P60{seat=29A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=29,directBlocker=-1,lastMoveTick=103,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} || P153{seat=30F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=99,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 29|30
Current yield-tile occupants: 60|153
Final row-event chain: 6|60
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2063\nPrecedence substitutions made: 1\nDependency chains followed: 196\nBlocked by waiting-row occupant: 318\nSubstituted events started: 3\nOccupied-space rejections: 3923\nMaximum scheduling-chain depth: 3\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:03
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 29
Scenario seed: 4864444880977790924

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1020
Passengers seated: 282/282
Average waiting ticks: 465.05
Longest waiting passenger: P148->23C(LEFT)
Longest waiting ticks: 966

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2210
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 33
Multiple-blocker events: 19
Temporary aisle reoccupations: 71

RIGHT AISLE
-----------
Total moves: 2200
Maximum occupied tiles: 11
Seat events: 138
Single-blocker events: 40
Multiple-blocker events: 12
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 100
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5486
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6602
Total stationary ticks: 135635
Seat-event requests: 294
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 615
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 615
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:03
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 29
Scenario seed: 4864444880977790924

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1021
Passengers seated: 282/282
Average waiting ticks: 465.01
Longest waiting passenger: P148->23C(LEFT)
Longest waiting ticks: 969

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2210
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 33
Multiple-blocker events: 19
Temporary aisle reoccupations: 71

RIGHT AISLE
-----------
Total moves: 2200
Maximum occupied tiles: 11
Seat events: 138
Single-blocker events: 40
Multiple-blocker events: 12
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 100
Reservations granted: 99
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5495
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6593
Total stationary ticks: 135625
Seat-event requests: 294
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 604
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 604
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:03
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 30
Scenario seed: 2093724541076077643

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 26.91%
Blocker-prone seat share (topology component): 60.62%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2728
Passengers seated: 344/353
Average waiting ticks: 615.95
Longest waiting passenger: P159->2D(RIGHT)
Longest waiting ticks: 2726

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 22
Regions dissolved: 1
Repeated reconstructions avoided: 22
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=23
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2908
Maximum occupied tiles: 15
Seat events: 169
Single-blocker events: 55
Multiple-blocker events: 25
Temporary aisle reoccupations: 111

RIGHT AISLE
-----------
Total moves: 3180
Maximum occupied tiles: 14
Seat events: 175
Single-blocker events: 60
Multiple-blocker events: 16
Temporary aisle reoccupations: 94

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1642
Reservations granted: 1638
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 6
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 10047
Longest unresolved passenger ID: 331
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P87(19H/RIGHT) -> P200(6H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 87
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 22713
Total stationary ticks: 228315
Seat-event requests: 1851
Failed seat-event starts: 1507

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 159
Critical blocker identity: P159->2D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 6
Terminal WAITING_FOR_SEAT_EVENT nodes: 6
Unresolved internal passengers: 9
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 7
Critical blocker tree:
P159(2D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P277(35I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1507
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 3|4|5
Critical blocker unavailable yield tiles: 5
Critical blocker yield-tile occupants: 87
Waiting-row passengers with zero blockers: 5
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1507
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 929
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[87]: P87(19H/RIGHT/MOVING_IN_AISLE@tile5) -> P200(6H/RIGHT/WAITING_AT_ROW@tile6) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P200->6H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P87{seat=19H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=5,directBlocker=200,lastMoveTick=1237,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 3|4|5
Current unavailable yield tiles: 5
Current yield-tile occupants: 87
Final row-event chain: 159|87|200
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1855\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 10\nOccupied-space rejections: 1512\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
============================================================
Date/Time: 2026-07-17 10:40:03
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 30
Scenario seed: 2093724541076077643

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 26.91%
Blocker-prone seat share (topology component): 60.62%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2728
Passengers seated: 344/353
Average waiting ticks: 615.96
Longest waiting passenger: P159->2D(RIGHT)
Longest waiting ticks: 2726

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 22
Regions dissolved: 1
Repeated reconstructions avoided: 22
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=23
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2908
Maximum occupied tiles: 15
Seat events: 169
Single-blocker events: 55
Multiple-blocker events: 25
Temporary aisle reoccupations: 111

RIGHT AISLE
-----------
Total moves: 3180
Maximum occupied tiles: 14
Seat events: 175
Single-blocker events: 60
Multiple-blocker events: 16
Temporary aisle reoccupations: 94

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1642
Reservations granted: 1638
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 6
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 10051
Longest unresolved passenger ID: 331
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P87(19H/RIGHT) -> P200(6H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 87
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 22715
Total stationary ticks: 228315
Seat-event requests: 1851
Failed seat-event starts: 1507

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 159
Critical blocker identity: P159->2D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 6
Terminal WAITING_FOR_SEAT_EVENT nodes: 6
Unresolved internal passengers: 9
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 7
Critical blocker tree:
P159(2D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P277(35I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1507
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 3|4|5
Critical blocker unavailable yield tiles: 5
Critical blocker yield-tile occupants: 87
Waiting-row passengers with zero blockers: 5
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1507
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 933
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[87]: P87(19H/RIGHT/MOVING_IN_AISLE@tile5) -> P200(6H/RIGHT/WAITING_AT_ROW@tile6) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P200->6H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P87{seat=19H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=5,directBlocker=200,lastMoveTick=1237,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 3|4|5
Current unavailable yield tiles: 5
Current yield-tile occupants: 87
Final row-event chain: 159|87|200
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1855\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 10\nOccupied-space rejections: 1512\nMaximum scheduling-chain depth: 2\n============================================================\n

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 49
ADMISSION-PERTURBATION SIGNATURE ANALYSIS
************************************************************
Experiment seed: 8783790101901
Scenarios executed: 60
Successful completions: 36
Incomplete/MAX_TICKS: 24
Average completed ticks: 1651.92
Average waiting ticks: 508.95
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:20
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 1
Scenario seed: 8112011161113440395

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1292
Passengers seated: 353/353
Average waiting ticks: 590.48
Longest waiting passenger: P299->23A(LEFT)
Longest waiting ticks: 1237

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 7
Regions dissolved: 1
Repeated reconstructions avoided: 7
Largest region lifetime: 8
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=8
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3097
Maximum occupied tiles: 13
Seat events: 182
Single-blocker events: 42
Multiple-blocker events: 35
Temporary aisle reoccupations: 121

RIGHT AISLE
-----------
Total moves: 3057
Maximum occupied tiles: 15
Seat events: 171
Single-blocker events: 49
Multiple-blocker events: 24
Temporary aisle reoccupations: 103

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 153
Reservations granted: 153
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7682
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9191
Total stationary ticks: 214827
Seat-event requests: 372
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 805
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 805
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 372\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:20
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 1
Scenario seed: 8112011161113440395

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 96.88%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1292
Passengers seated: 353/353
Average waiting ticks: 590.48
Longest waiting passenger: P299->23A(LEFT)
Longest waiting ticks: 1237

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 7
Regions dissolved: 1
Repeated reconstructions avoided: 7
Largest region lifetime: 8
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=8
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3097
Maximum occupied tiles: 13
Seat events: 182
Single-blocker events: 42
Multiple-blocker events: 35
Temporary aisle reoccupations: 121

RIGHT AISLE
-----------
Total moves: 3057
Maximum occupied tiles: 15
Seat events: 171
Single-blocker events: 49
Multiple-blocker events: 24
Temporary aisle reoccupations: 103

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 153
Reservations granted: 153
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7682
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9191
Total stationary ticks: 214827
Seat-event requests: 372
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 805
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 805
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 372\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 19\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:20
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 2
Scenario seed: -6056132809683641225

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2714
Passengers seated: 302/353
Average waiting ticks: 663.88
Longest waiting passenger: P8->19A(LEFT)
Longest waiting ticks: 2714

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 6
Clusters detected: 6
Activations without intervention: 51
Cluster candidates evaluated: 147
Executable cluster candidates: 3
Rejected cluster candidates: 144
Cluster selections: 3
Cluster-selected events started: 3
Largest detected cluster: 35
Selected release potential total: 10
Last cluster decision: RIGHT:region=R6:result=LOWER_HIERARCHICAL_PRIORITY_DEFERRED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 6
Region updates: 3897
Regions dissolved: 4
Repeated reconstructions avoided: 3897
Largest region lifetime: 2258
Maximum simultaneous active regions: 2
Regions active at termination: 2
Last lifecycle event: UPDATE:R6:age=1589:occupied=6
Confirmation deferral ticks: 10
Regions reaching confirmation: 5
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1845
State changes reopening evaluation: 46
Region priority competitions: 1544
Regions ranked: 3088
Hierarchical selections: 1544
Lower-priority evaluations deferred: 1536
Highest selected priority score: 38610
Left/right priority wins: 1543/1
Priority ties: 0
Last priority decision: LEFT:R3:score=38610 | RIGHT:R6:score=6710 | selected=LEFT

LEFT AISLE
----------
Total moves: 2635
Maximum occupied tiles: 35
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 17
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 3034
Maximum occupied tiles: 13
Seat events: 168
Single-blocker events: 46
Multiple-blocker events: 22
Temporary aisle reoccupations: 93

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1948
Reservations granted: 1945
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 10
Remaining moving in aisle: 33
Remaining waiting at row: 8
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 59262
Longest unresolved passenger ID: 8
Longest unresolved row: 19
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 20
Longest dependency chain: P238(31G/LEFT) -> P44(16F/LEFT) -> P222(22G/LEFT) -> P286(35C/LEFT) -> P26(31C/LEFT) -> P303(16C/LEFT) -> P251(29B/LEFT) -> P300(33B/LEFT) -> P316(24D/LEFT) -> P128(26G/LEFT) -> P89(30B/LEFT) -> P329(27B/LEFT) -> P138(26F/LEFT) -> P273(36F/LEFT) -> P0(33E/LEFT) -> P16(32F/LEFT) -> P323(29C/LEFT) -> P219(32B/LEFT) -> P9(30C/LEFT) -> P253(29F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 238
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 33
Total blocked ticks: 81508
Total stationary ticks: 298512
Seat-event requests: 3774
Failed seat-event starts: 3472

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 253
Critical blocker identity: P253->29F(LEFT)
Direct fan-out: 1
Total indirect descendants: 19
Critical tree size including blocker: 20
Critical tree depth: 20
Frozen internal components: 8
Terminal WAITING_FOR_SEAT_EVENT nodes: 8
Unresolved internal passengers: 41
Unresolved outside passengers: 10
Unresolved internal passengers outside critical tree: 21
Critical blocker tree:
P253(29F/LEFT/WAITING_FOR_SEAT_EVENT)
  P9(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P219(32B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P323(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P16(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P0(33E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P273(36F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P138(26F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P329(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P89(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P128(26G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P316(24D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P300(33B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P251(29B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P303(16C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P26(31C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                P286(35C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                  P222(22G/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                    P44(16F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                                      P238(31G/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 3472
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 1
Critical blocker required yield tiles: 30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 104
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 3
Waiting-row passengers with multiple blockers: 3
Yield-tile occupied failures: 3472
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 1635
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 3
Yield-occupant trace: yieldOccupant[104]: P104(32A/LEFT/MOVING_IN_AISLE@tile30) -> P335(33C/LEFT/MOVING_IN_AISLE@tile31) -> P264(32G/LEFT/WAITING_AT_ROW@tile32) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P264->32G(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: P104{seat=32A,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=335,lastMoveTick=794,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 30|31
Current yield-tile occupants: 104|335
Final row-event chain: 253|104|335|264
Final row-event chain length: 4
Distinct row events in chain: 4
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 8
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3774\nPrecedence substitutions made: 4\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 5122\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:20
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 2
Scenario seed: -6056132809683641225

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.05%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2772
Passengers seated: 347/353
Average waiting ticks: 605.73
Longest waiting passenger: P277->32J(RIGHT)
Longest waiting ticks: 2709

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 6
Clusters detected: 6
Activations without intervention: 14
Cluster candidates evaluated: 20
Executable cluster candidates: 4
Rejected cluster candidates: 16
Cluster selections: 4
Cluster-selected events started: 4
Largest detected cluster: 6
Selected release potential total: 13
Last cluster decision: RIGHT:region=R6:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 6
Region updates: 1719
Regions dissolved: 5
Repeated reconstructions avoided: 1719
Largest region lifetime: 1648
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R6:age=1648:occupied=6
Confirmation deferral ticks: 10
Regions reaching confirmation: 5
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1587
State changes reopening evaluation: 9
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3113
Maximum occupied tiles: 14
Seat events: 179
Single-blocker events: 56
Multiple-blocker events: 26
Temporary aisle reoccupations: 114

RIGHT AISLE
-----------
Total moves: 3034
Maximum occupied tiles: 13
Seat events: 168
Single-blocker events: 46
Multiple-blocker events: 22
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 165
Reservations granted: 161
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7605
Longest unresolved passenger ID: 165
Longest unresolved row: 34
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P221(31J/RIGHT) -> P40(32E/RIGHT) -> P277(32J/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 221
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 19166
Total stationary ticks: 225106
Seat-event requests: 1988
Failed seat-event starts: 1641

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->32J(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P277(32J/RIGHT/WAITING_FOR_SEAT_EVENT)
  P40(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P221(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1641
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 33|34
Critical blocker unavailable yield tiles: 33|34
Critical blocker yield-tile occupants: 165|4
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1641
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 1022
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(34H/RIGHT/MOVING_IN_AISLE@tile33) -> P4(34D/RIGHT/WAITING_AT_ROW@tile34) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[4]: P4(34D/RIGHT/WAITING_AT_ROW@tile34) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P4->34D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=34H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=33,directBlocker=4,lastMoveTick=1113,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P4{seat=34D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=34,directBlocker=-1,lastMoveTick=1112,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 33|34
Current unavailable yield tiles: 33|34
Current yield-tile occupants: 165|4
Final row-event chain: 277|165|4
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1988\nPrecedence substitutions made: 4\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 8\nOccupied-space rejections: 3262\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:20
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 3
Scenario seed: -4467270878143136996

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 849
Passengers seated: 235/235
Average waiting ticks: 385.05
Longest waiting passenger: P3->11B(LEFT)
Longest waiting ticks: 810

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 46
Regions dissolved: 4
Repeated reconstructions avoided: 46
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=8
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1735
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 22
Multiple-blocker events: 18
Temporary aisle reoccupations: 63

RIGHT AISLE
-----------
Total moves: 1663
Maximum occupied tiles: 12
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 9
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 137
Reservations granted: 137
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4582
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5648
Total stationary ticks: 94370
Seat-event requests: 258
Failed seat-event starts: 23

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 495
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 23
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 495
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 257\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:20
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 3
Scenario seed: -4467270878143136996

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 849
Passengers seated: 235/235
Average waiting ticks: 385.03
Longest waiting passenger: P3->11B(LEFT)
Longest waiting ticks: 810

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: LEFT:region=R4:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 46
Regions dissolved: 4
Repeated reconstructions avoided: 46
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=8
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1735
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 22
Multiple-blocker events: 18
Temporary aisle reoccupations: 63

RIGHT AISLE
-----------
Total moves: 1663
Maximum occupied tiles: 12
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 9
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 137
Reservations granted: 137
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4587
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5647
Total stationary ticks: 94369
Seat-event requests: 258
Failed seat-event starts: 23

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 491
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 23
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 491
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 257\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:20
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 4
Scenario seed: -9218435481530688141

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 98.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1292
Passengers seated: 353/353
Average waiting ticks: 588.57
Longest waiting passenger: P280->34H(RIGHT)
Longest waiting ticks: 1227

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 67
Regions dissolved: 3
Repeated reconstructions avoided: 67
Largest region lifetime: 37
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=37
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2840
Maximum occupied tiles: 12
Seat events: 173
Single-blocker events: 46
Multiple-blocker events: 25
Temporary aisle reoccupations: 100

RIGHT AISLE
-----------
Total moves: 3282
Maximum occupied tiles: 15
Seat events: 180
Single-blocker events: 51
Multiple-blocker events: 27
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 151
Reservations granted: 151
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7488
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9368
Total stationary ticks: 214158
Seat-event requests: 368
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 965
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 965
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 368\nPrecedence substitutions made: 9\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 10\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:20
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 4
Scenario seed: -9218435481530688141

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 98.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1292
Passengers seated: 353/353
Average waiting ticks: 588.30
Longest waiting passenger: P280->34H(RIGHT)
Longest waiting ticks: 1227

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 67
Regions dissolved: 3
Repeated reconstructions avoided: 67
Largest region lifetime: 37
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=37
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2840
Maximum occupied tiles: 12
Seat events: 173
Single-blocker events: 46
Multiple-blocker events: 25
Temporary aisle reoccupations: 100

RIGHT AISLE
-----------
Total moves: 3282
Maximum occupied tiles: 14
Seat events: 180
Single-blocker events: 51
Multiple-blocker events: 27
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 151
Reservations granted: 151
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7542
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9377
Total stationary ticks: 214076
Seat-event requests: 368
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 960
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 960
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 368\nPrecedence substitutions made: 9\nDependency chains followed: 9\nBlocked by waiting-row occupant: 9\nSubstituted events started: 10\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:20
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 5
Scenario seed: 18174656633749288

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 67.38%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2512
Passengers seated: 279/282
Average waiting ticks: 476.50
Longest waiting passenger: P97->29F(LEFT)
Longest waiting ticks: 2454

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1577
Regions dissolved: 0
Repeated reconstructions avoided: 1577
Largest region lifetime: 1578
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1578:occupied=3
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1565
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2126
Maximum occupied tiles: 13
Seat events: 135
Single-blocker events: 34
Multiple-blocker events: 17
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1669
Reservations granted: 1663
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5611
Longest unresolved passenger ID: 6
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P6(31D/LEFT) -> P60(31A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 6
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 11807
Total stationary ticks: 140764
Seat-event requests: 1859
Failed seat-event starts: 1580

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 60
Critical blocker identity: P60->31A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P60(31A/LEFT/WAITING_FOR_SEAT_EVENT)
  P6(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1574
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1574
Rear-boundary failures: 6
Middle-bank reservation failures: 6
Active-event deferrals: 732
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1865\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 1578\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:20
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 5
Scenario seed: 18174656633749288

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 67.38%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2512
Passengers seated: 279/282
Average waiting ticks: 476.53
Longest waiting passenger: P97->29F(LEFT)
Longest waiting ticks: 2454

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1577
Regions dissolved: 0
Repeated reconstructions avoided: 1577
Largest region lifetime: 1578
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1578:occupied=3
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1565
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2126
Maximum occupied tiles: 13
Seat events: 135
Single-blocker events: 34
Multiple-blocker events: 17
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1669
Reservations granted: 1663
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5601
Longest unresolved passenger ID: 6
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P6(31D/LEFT) -> P60(31A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 6
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 11794
Total stationary ticks: 140761
Seat-event requests: 1859
Failed seat-event starts: 1580

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 60
Critical blocker identity: P60->31A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P60(31A/LEFT/WAITING_FOR_SEAT_EVENT)
  P6(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1574
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 32|33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1574
Rear-boundary failures: 6
Middle-bank reservation failures: 6
Active-event deferrals: 731
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 32|33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1865\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 6\nOccupied-space rejections: 1578\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:20
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 6
Scenario seed: 531314812887669783

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 850
Passengers seated: 235/235
Average waiting ticks: 385.31
Longest waiting passenger: P27->24H(RIGHT)
Longest waiting ticks: 799

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1658
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1741
Maximum occupied tiles: 13
Seat events: 119
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 136
Reservations granted: 128
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4347
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5457
Total stationary ticks: 94158
Seat-event requests: 246
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 561
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 561
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 254\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:20
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 6
Scenario seed: 531314812887669783

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 850
Passengers seated: 235/235
Average waiting ticks: 385.31
Longest waiting passenger: P27->24H(RIGHT)
Longest waiting ticks: 799

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1658
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1741
Maximum occupied tiles: 13
Seat events: 119
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 136
Reservations granted: 128
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4347
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5457
Total stationary ticks: 94158
Seat-event requests: 246
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 561
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 561
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 254\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:20
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 7
Scenario seed: -6701040943463011102

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.49%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1240
Passengers seated: 353/353
Average waiting ticks: 582.62
Longest waiting passenger: P329->5A(LEFT)
Longest waiting ticks: 1189

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 4
Selected release potential total: 6
Last cluster decision: RIGHT:tiles18-20:occupied=3:anchor=P114:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 48
Regions dissolved: 3
Repeated reconstructions avoided: 48
Largest region lifetime: 29
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3105
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 48
Multiple-blocker events: 31
Temporary aisle reoccupations: 112

RIGHT AISLE
-----------
Total moves: 3073
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 17
Temporary aisle reoccupations: 92

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 158
Reservations granted: 154
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7810
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9782
Total stationary ticks: 212501
Seat-event requests: 377
Failed seat-event starts: 24

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 941
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 23
Rear-boundary failures: 1
Middle-bank reservation failures: 4
Active-event deferrals: 941
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 379\nPrecedence substitutions made: 2\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 32\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:20
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 7
Scenario seed: -6701040943463011102

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.49%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1240
Passengers seated: 353/353
Average waiting ticks: 582.61
Longest waiting passenger: P329->5A(LEFT)
Longest waiting ticks: 1189

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 4
Selected release potential total: 6
Last cluster decision: RIGHT:tiles18-20:occupied=3:anchor=P114:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 48
Regions dissolved: 3
Repeated reconstructions avoided: 48
Largest region lifetime: 29
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3105
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 48
Multiple-blocker events: 31
Temporary aisle reoccupations: 112

RIGHT AISLE
-----------
Total moves: 3073
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 17
Temporary aisle reoccupations: 92

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 158
Reservations granted: 154
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7825
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9791
Total stationary ticks: 212505
Seat-event requests: 376
Failed seat-event starts: 23

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 943
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 23
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 943
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 378\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:20
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 8
Scenario seed: 3811266483724439093

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1013
Passengers seated: 282/282
Average waiting ticks: 461.68
Longest waiting passenger: P131->10B(LEFT)
Longest waiting ticks: 957

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 6
Selected release potential total: 7
Last cluster decision: LEFT:tiles22-25:occupied=3:anchor=P257:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 57
Regions dissolved: 2
Repeated reconstructions avoided: 57
Largest region lifetime: 49
Maximum simultaneous active regions: 2
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=49
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2211
Maximum occupied tiles: 13
Seat events: 143
Single-blocker events: 41
Multiple-blocker events: 18
Temporary aisle reoccupations: 77

RIGHT AISLE
-----------
Total moves: 2150
Maximum occupied tiles: 13
Seat events: 139
Single-blocker events: 37
Multiple-blocker events: 13
Temporary aisle reoccupations: 63

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 95
Reservations granted: 95
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5599
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7192
Total stationary ticks: 134990
Seat-event requests: 300
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 818
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 818
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:20
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 8
Scenario seed: 3811266483724439093

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1013
Passengers seated: 282/282
Average waiting ticks: 461.77
Longest waiting passenger: P131->10B(LEFT)
Longest waiting ticks: 957

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 3
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 4
Last cluster decision: LEFT:tiles1-8:occupied=6:anchor=P129:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 43
Regions dissolved: 1
Repeated reconstructions avoided: 43
Largest region lifetime: 44
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=44
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2211
Maximum occupied tiles: 13
Seat events: 143
Single-blocker events: 41
Multiple-blocker events: 18
Temporary aisle reoccupations: 77

RIGHT AISLE
-----------
Total moves: 2150
Maximum occupied tiles: 13
Seat events: 139
Single-blocker events: 37
Multiple-blocker events: 13
Temporary aisle reoccupations: 63

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 95
Reservations granted: 95
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5589
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7168
Total stationary ticks: 134981
Seat-event requests: 295
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 836
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 836
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 294\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:20
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 9
Scenario seed: -3814949503416810644

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 88.51%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 920
Passengers seated: 235/235
Average waiting ticks: 387.24
Longest waiting passenger: P132->17C(LEFT)
Longest waiting ticks: 882

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 7
Regions dissolved: 1
Repeated reconstructions avoided: 7
Largest region lifetime: 8
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=8
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1955
Maximum occupied tiles: 12
Seat events: 131
Single-blocker events: 35
Multiple-blocker events: 19
Temporary aisle reoccupations: 75

RIGHT AISLE
-----------
Total moves: 1429
Maximum occupied tiles: 13
Seat events: 104
Single-blocker events: 27
Multiple-blocker events: 7
Temporary aisle reoccupations: 43

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4542
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5649
Total stationary ticks: 94882
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 502
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 502
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:20
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 9
Scenario seed: -3814949503416810644

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 88.51%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 920
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P132->17C(LEFT)
Longest waiting ticks: 882

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1955
Maximum occupied tiles: 12
Seat events: 131
Single-blocker events: 35
Multiple-blocker events: 19
Temporary aisle reoccupations: 75

RIGHT AISLE
-----------
Total moves: 1429
Maximum occupied tiles: 13
Seat events: 104
Single-blocker events: 27
Multiple-blocker events: 7
Temporary aisle reoccupations: 43

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4542
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5628
Total stationary ticks: 94876
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 499
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 499
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:20
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 10
Scenario seed: 139157955229496041

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 461.02
Longest waiting passenger: P176->9H(RIGHT)
Longest waiting ticks: 961

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2150
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 47
Multiple-blocker events: 9
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 14
Seat events: 145
Single-blocker events: 39
Multiple-blocker events: 13
Temporary aisle reoccupations: 65

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 98
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5774
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7193
Total stationary ticks: 134982
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 717
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 717
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 288\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 5\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:20
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 10
Scenario seed: 139157955229496041

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 461.05
Longest waiting passenger: P176->9H(RIGHT)
Longest waiting ticks: 961

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 3
Regions dissolved: 1
Repeated reconstructions avoided: 3
Largest region lifetime: 4
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=4
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2150
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 47
Multiple-blocker events: 9
Temporary aisle reoccupations: 65

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 14
Seat events: 145
Single-blocker events: 39
Multiple-blocker events: 13
Temporary aisle reoccupations: 65

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 98
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5769
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7214
Total stationary ticks: 134988
Seat-event requests: 289
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 731
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 731
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 289\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 6\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:20
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 11
Scenario seed: 7426425998591461158

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1038
Passengers seated: 282/282
Average waiting ticks: 476.24
Longest waiting passenger: P52->30I(RIGHT)
Longest waiting ticks: 975

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 12
Seat events: 139
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 63

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 11
Seat events: 143
Single-blocker events: 45
Multiple-blocker events: 13
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 106
Reservations granted: 97
Reservations denied/waited: 9
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5223
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6329
Total stationary ticks: 138530
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 591
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 9
Active-event deferrals: 591
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:20
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 11
Scenario seed: 7426425998591461158

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1038
Passengers seated: 282/282
Average waiting ticks: 475.94
Longest waiting passenger: P52->30I(RIGHT)
Longest waiting ticks: 975

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 12
Seat events: 139
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 63

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 11
Seat events: 143
Single-blocker events: 45
Multiple-blocker events: 13
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 107
Reservations granted: 97
Reservations denied/waited: 10
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5300
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6395
Total stationary ticks: 138513
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 590
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 10
Active-event deferrals: 590
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:20
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 12
Scenario seed: -8295871527466017660

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1048
Passengers seated: 282/282
Average waiting ticks: 462.85
Longest waiting passenger: P112->16G(RIGHT)
Longest waiting ticks: 986

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1973
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 12
Temporary aisle reoccupations: 58

RIGHT AISLE
-----------
Total moves: 2397
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 38
Multiple-blocker events: 22
Temporary aisle reoccupations: 82

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 100
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5834
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7362
Total stationary ticks: 135618
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:20
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 12
Scenario seed: -8295871527466017660

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1048
Passengers seated: 282/282
Average waiting ticks: 462.75
Longest waiting passenger: P112->16G(RIGHT)
Longest waiting ticks: 986

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1973
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 33
Multiple-blocker events: 13
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 2397
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 37
Multiple-blocker events: 22
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 100
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5884
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7386
Total stationary ticks: 135627
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 709
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 709
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 299\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:21
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 13
Scenario seed: -8055353810995374288

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2323
Passengers seated: 224/235
Average waiting ticks: 409.51
Longest waiting passenger: P1->20F(LEFT)
Longest waiting ticks: 2289

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 8
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 8
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1529
Regions dissolved: 2
Repeated reconstructions avoided: 1529
Largest region lifetime: 1491
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1491:occupied=8
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1481
State changes reopening evaluation: 7
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1819
Maximum occupied tiles: 12
Seat events: 114
Single-blocker events: 31
Multiple-blocker events: 11
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1515
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 29
Multiple-blocker events: 9
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1619
Reservations granted: 1619
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 9
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 13720
Longest unresolved passenger ID: 229
Longest unresolved row: 29
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 8
Longest dependency chain: P83(30C/LEFT) -> P160(27E/LEFT) -> P192(23B/LEFT) -> P0(18C/LEFT) -> P87(20B/LEFT) -> P125(27B/LEFT) -> P165(28D/LEFT) -> P1(20F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 83
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 9
Total blocked ticks: 21330
Total stationary ticks: 112907
Seat-event requests: 1731
Failed seat-event starts: 1507

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 1
Critical blocker identity: P1->20F(LEFT)
Direct fan-out: 1
Total indirect descendants: 7
Critical tree size including blocker: 8
Critical tree depth: 8
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 11
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P1(20F/LEFT/WAITING_FOR_SEAT_EVENT)
  P165(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P125(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P87(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P0(18C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P192(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P160(27E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P83(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1507
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 21|22|23
Critical blocker unavailable yield tiles: 23
Critical blocker yield-tile occupants: 166
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1507
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 476
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 3
Yield-occupant trace: yieldOccupant[166]: P166(30E/LEFT/MOVING_IN_AISLE@tile23) -> P229(29C/LEFT/MOVING_IN_AISLE@tile24) -> P103(25C/LEFT/WAITING_AT_ROW@tile25) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P103->25C(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P166{seat=30E,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=23,directBlocker=229,lastMoveTick=816,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 21|22|23
Current unavailable yield tiles: 23
Current yield-tile occupants: 166
Final row-event chain: 1|166|229|103
Final row-event chain length: 4
Distinct row events in chain: 4
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1731\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 5\nOccupied-space rejections: 1511\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:21
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 13
Scenario seed: -8055353810995374288

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2323
Passengers seated: 224/235
Average waiting ticks: 409.60
Longest waiting passenger: P1->20F(LEFT)
Longest waiting ticks: 2289

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 8
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 8
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1529
Regions dissolved: 2
Repeated reconstructions avoided: 1529
Largest region lifetime: 1491
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1491:occupied=8
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1481
State changes reopening evaluation: 7
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1819
Maximum occupied tiles: 12
Seat events: 114
Single-blocker events: 31
Multiple-blocker events: 11
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1515
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 29
Multiple-blocker events: 9
Temporary aisle reoccupations: 50

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1619
Reservations granted: 1619
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 9
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 13711
Longest unresolved passenger ID: 229
Longest unresolved row: 29
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 8
Longest dependency chain: P83(30C/LEFT) -> P160(27E/LEFT) -> P192(23B/LEFT) -> P0(18C/LEFT) -> P87(20B/LEFT) -> P125(27B/LEFT) -> P165(28D/LEFT) -> P1(20F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 83
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 9
Total blocked ticks: 21335
Total stationary ticks: 112908
Seat-event requests: 1731
Failed seat-event starts: 1507

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 1
Critical blocker identity: P1->20F(LEFT)
Direct fan-out: 1
Total indirect descendants: 7
Critical tree size including blocker: 8
Critical tree depth: 8
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 11
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P1(20F/LEFT/WAITING_FOR_SEAT_EVENT)
  P165(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P125(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P87(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P0(18C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P192(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P160(27E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P83(30C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1507
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 21|22|23
Critical blocker unavailable yield tiles: 23
Critical blocker yield-tile occupants: 166
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1507
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 497
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 3
Yield-occupant trace: yieldOccupant[166]: P166(30E/LEFT/MOVING_IN_AISLE@tile23) -> P229(29C/LEFT/MOVING_IN_AISLE@tile24) -> P103(25C/LEFT/WAITING_AT_ROW@tile25) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P103->25C(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P166{seat=30E,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=23,directBlocker=229,lastMoveTick=823,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 21|22|23
Current unavailable yield tiles: 23
Current yield-tile occupants: 166
Final row-event chain: 1|166|229|103
Final row-event chain length: 4
Distinct row events in chain: 4
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1731\nPrecedence substitutions made: 5\nDependency chains followed: 5\nBlocked by waiting-row occupant: 5\nSubstituted events started: 5\nOccupied-space rejections: 1511\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:21
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 14
Scenario seed: -457221805872256975

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2754
Passengers seated: 350/353
Average waiting ticks: 592.43
Longest waiting passenger: P342->34J(RIGHT)
Longest waiting ticks: 2674

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 4
Cluster candidates evaluated: 5
Executable cluster candidates: 2
Rejected cluster candidates: 3
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 4
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1576
Regions dissolved: 2
Repeated reconstructions avoided: 1576
Largest region lifetime: 1549
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1549:occupied=3
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1539
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3091
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 53
Multiple-blocker events: 20
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 3066
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 47
Multiple-blocker events: 21
Temporary aisle reoccupations: 89

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 155
Reservations granted: 152
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7560
Longest unresolved passenger ID: 32
Longest unresolved row: 34
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P32(34D/RIGHT) -> P342(34J/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 32
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 14220
Total stationary ticks: 217253
Seat-event requests: 1935
Failed seat-event starts: 1585

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 342
Critical blocker identity: P342->34J(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P342(34J/RIGHT/WAITING_FOR_SEAT_EVENT)
  P32(34D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1585
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 35|36
Critical blocker unavailable yield tiles: 36
Critical blocker yield-tile occupants: 54
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1585
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 991
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[54]: P54(36E/RIGHT/WAITING_AT_ROW@tile36) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P54->36E(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P54{seat=36E,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=36,directBlocker=-1,lastMoveTick=1164,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 35|36
Current unavailable yield tiles: 36
Current yield-tile occupants: 54
Final row-event chain: 342|54
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1936\nPrecedence substitutions made: 3\nDependency chains followed: 1563\nBlocked by waiting-row occupant: 1563\nSubstituted events started: 7\nOccupied-space rejections: 1589\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:21
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 14
Scenario seed: -457221805872256975

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2754
Passengers seated: 348/353
Average waiting ticks: 588.02
Longest waiting passenger: P208->36I(RIGHT)
Longest waiting ticks: 2688

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 5
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 5
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1609
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1609:occupied=5
Confirmation deferral ticks: 5
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1569
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3091
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 53
Multiple-blocker events: 20
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 3061
Maximum occupied tiles: 13
Seat events: 170
Single-blocker events: 46
Multiple-blocker events: 20
Temporary aisle reoccupations: 86

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 155
Reservations granted: 152
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7410
Longest unresolved passenger ID: 283
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P32(34D/RIGHT) -> P342(34J/RIGHT) -> P54(36E/RIGHT) -> P283(36J/RIGHT) -> P208(36I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 32
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 17344
Total stationary ticks: 220392
Seat-event requests: 1956
Failed seat-event starts: 1608

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 208
Critical blocker identity: P208->36I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P208(36I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P283(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P54(36E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P342(34J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P32(34D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1583
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 1
Critical blocker required yield tiles: 37
Critical blocker unavailable yield tiles: 37
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 25
Rear-boundary failures: 1583
Middle-bank reservation failures: 3
Active-event deferrals: 975
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 37
Current unavailable yield tiles: 37
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1957\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 7\nOccupied-space rejections: 29\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:21
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 15
Scenario seed: 4062907901791905793

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 997
Passengers seated: 282/282
Average waiting ticks: 460.21
Longest waiting passenger: P9->22G(RIGHT)
Longest waiting ticks: 933

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 3
Cluster candidates evaluated: 3
Executable cluster candidates: 2
Rejected cluster candidates: 1
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 7
Selected release potential total: 10
Last cluster decision: RIGHT:tiles11-17:occupied=5:anchor=P65:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 50
Regions dissolved: 1
Repeated reconstructions avoided: 50
Largest region lifetime: 51
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=51
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2233
Maximum occupied tiles: 11
Seat events: 140
Single-blocker events: 35
Multiple-blocker events: 12
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 2129
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 44
Multiple-blocker events: 18
Temporary aisle reoccupations: 80

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 93
Reservations granted: 93
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5878
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7413
Total stationary ticks: 134982
Seat-event requests: 294
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 679
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 679
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:21
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 15
Scenario seed: 4062907901791905793

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 997
Passengers seated: 282/282
Average waiting ticks: 460.20
Longest waiting passenger: P9->22G(RIGHT)
Longest waiting ticks: 933

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 3
Cluster candidates evaluated: 3
Executable cluster candidates: 2
Rejected cluster candidates: 1
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 7
Selected release potential total: 10
Last cluster decision: RIGHT:tiles11-17:occupied=5:anchor=P65:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 50
Regions dissolved: 1
Repeated reconstructions avoided: 50
Largest region lifetime: 51
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=51
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2233
Maximum occupied tiles: 11
Seat events: 140
Single-blocker events: 35
Multiple-blocker events: 12
Temporary aisle reoccupations: 59

RIGHT AISLE
-----------
Total moves: 2129
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 44
Multiple-blocker events: 18
Temporary aisle reoccupations: 80

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 93
Reservations granted: 93
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5878
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7406
Total stationary ticks: 134980
Seat-event requests: 294
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 673
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 673
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 6\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:21
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 16
Scenario seed: -8950795278425470047

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 871
Passengers seated: 235/235
Average waiting ticks: 383.03
Longest waiting passenger: P128->5B(LEFT)
Longest waiting ticks: 818

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1858
Maximum occupied tiles: 11
Seat events: 125
Single-blocker events: 33
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1550
Maximum occupied tiles: 11
Seat events: 110
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 127
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4307
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5477
Total stationary ticks: 93689
Seat-event requests: 245
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 551
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 551
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 247\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:21
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 16
Scenario seed: -8950795278425470047

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 871
Passengers seated: 235/235
Average waiting ticks: 383.03
Longest waiting passenger: P128->5B(LEFT)
Longest waiting ticks: 818

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1858
Maximum occupied tiles: 11
Seat events: 125
Single-blocker events: 33
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1550
Maximum occupied tiles: 11
Seat events: 110
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 48

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 127
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4307
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5477
Total stationary ticks: 93689
Seat-event requests: 245
Failed seat-event starts: 10

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 551
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 10
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 551
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 247\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 11\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:21
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 17
Scenario seed: -5993034706659066824

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2462
Passengers seated: 272/282
Average waiting ticks: 465.14
Longest waiting passenger: P226->32I(RIGHT)
Longest waiting ticks: 2400

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 5
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 10
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1708
Regions dissolved: 0
Repeated reconstructions avoided: 1708
Largest region lifetime: 1709
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1709:occupied=10
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1558
State changes reopening evaluation: 4
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2175
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 42
Multiple-blocker events: 15
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2181
Maximum occupied tiles: 18
Seat events: 135
Single-blocker events: 40
Multiple-blocker events: 13
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 97
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 9
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 14808
Longest unresolved passenger ID: 121
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 10
Longest dependency chain: P207(29G/RIGHT) -> P59(26E/RIGHT) -> P117(32E/RIGHT) -> P149(31I/RIGHT) -> P78(31E/RIGHT) -> P187(29I/RIGHT) -> P154(30H/RIGHT) -> P172(31G/RIGHT) -> P121(32H/RIGHT) -> P226(32I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 207
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 9
Total blocked ticks: 22820
Total stationary ticks: 150192
Seat-event requests: 1851
Failed seat-event starts: 1579

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 226
Critical blocker identity: P226->32I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 9
Critical tree size including blocker: 10
Critical tree depth: 10
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 10
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P226(32I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P121(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P172(31G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P154(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P187(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P78(31E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P149(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P117(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P59(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P207(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1567
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 1
Critical blocker required yield tiles: 33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 1567
Middle-bank reservation failures: 4
Active-event deferrals: 721
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1855\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:21
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 17
Scenario seed: -5993034706659066824

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2462
Passengers seated: 272/282
Average waiting ticks: 465.23
Longest waiting passenger: P226->32I(RIGHT)
Longest waiting ticks: 2397

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 5
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 10
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1708
Regions dissolved: 0
Repeated reconstructions avoided: 1708
Largest region lifetime: 1709
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1709:occupied=10
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1558
State changes reopening evaluation: 4
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2175
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 42
Multiple-blocker events: 15
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2181
Maximum occupied tiles: 18
Seat events: 135
Single-blocker events: 40
Multiple-blocker events: 13
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 97
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 9
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 14804
Longest unresolved passenger ID: 121
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 10
Longest dependency chain: P207(29G/RIGHT) -> P59(26E/RIGHT) -> P117(32E/RIGHT) -> P149(31I/RIGHT) -> P78(31E/RIGHT) -> P187(29I/RIGHT) -> P154(30H/RIGHT) -> P172(31G/RIGHT) -> P121(32H/RIGHT) -> P226(32I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 207
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 9
Total blocked ticks: 22805
Total stationary ticks: 150187
Seat-event requests: 1851
Failed seat-event starts: 1579

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 226
Critical blocker identity: P226->32I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 9
Critical tree size including blocker: 10
Critical tree depth: 10
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 10
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P226(32I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P121(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P172(31G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P154(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P187(29I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P78(31E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P149(31I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P117(32E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P59(26E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P207(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1567
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 1
Critical blocker required yield tiles: 33
Critical blocker unavailable yield tiles: 33
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 1567
Middle-bank reservation failures: 4
Active-event deferrals: 733
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 1
Current required yield tiles: 33
Current unavailable yield tiles: 33
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1855\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:21
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 18
Scenario seed: 8947593190842218294

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 997
Passengers seated: 282/282
Average waiting ticks: 464.79
Longest waiting passenger: P235->25A(LEFT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2262
Maximum occupied tiles: 11
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 18
Temporary aisle reoccupations: 69

RIGHT AISLE
-----------
Total moves: 2126
Maximum occupied tiles: 15
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 17
Temporary aisle reoccupations: 75

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6957
Total stationary ticks: 135735
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 725
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 725
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:21
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 18
Scenario seed: 8947593190842218294

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 997
Passengers seated: 282/282
Average waiting ticks: 464.83
Longest waiting passenger: P235->25A(LEFT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2262
Maximum occupied tiles: 11
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 18
Temporary aisle reoccupations: 69

RIGHT AISLE
-----------
Total moves: 2126
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 17
Temporary aisle reoccupations: 75

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5595
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6886
Total stationary ticks: 135714
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 694
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 694
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:21
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 19
Scenario seed: -3071790934870179305

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.74%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 833
Passengers seated: 235/235
Average waiting ticks: 380.66
Longest waiting passenger: P185->4H(RIGHT)
Longest waiting ticks: 773

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 6
Last cluster decision: RIGHT:tiles9-12:occupied=3:anchor=P225:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 37
Regions dissolved: 3
Repeated reconstructions avoided: 37
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=13
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1680
Maximum occupied tiles: 12
Seat events: 116
Single-blocker events: 38
Multiple-blocker events: 7
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1742
Maximum occupied tiles: 13
Seat events: 119
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 130
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4682
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5910
Total stationary ticks: 93445
Seat-event requests: 252
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 626
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 626
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 7\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:21
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 19
Scenario seed: -3071790934870179305

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.74%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 833
Passengers seated: 235/235
Average waiting ticks: 380.66
Longest waiting passenger: P185->4H(RIGHT)
Longest waiting ticks: 773

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 6
Last cluster decision: RIGHT:tiles9-12:occupied=3:anchor=P225:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 37
Regions dissolved: 3
Repeated reconstructions avoided: 37
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=13
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1680
Maximum occupied tiles: 12
Seat events: 116
Single-blocker events: 38
Multiple-blocker events: 7
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1742
Maximum occupied tiles: 13
Seat events: 119
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 130
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4682
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5910
Total stationary ticks: 93445
Seat-event requests: 252
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 626
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 626
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 7\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:21
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 20
Scenario seed: -4277139289941249147

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.50%
Blocker-prone seat share (topology component): 67.38%
Aisle-assignment balance: 96.45%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2523
Passengers seated: 276/282
Average waiting ticks: 495.66
Longest waiting passenger: P93->28I(RIGHT)
Longest waiting ticks: 2480

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 4
Cluster candidates evaluated: 4
Executable cluster candidates: 0
Rejected cluster candidates: 4
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1611
Regions dissolved: 0
Repeated reconstructions avoided: 1611
Largest region lifetime: 1612
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1612:occupied=5
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1536
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 136
Single-blocker events: 45
Multiple-blocker events: 16
Temporary aisle reoccupations: 77

RIGHT AISLE
-----------
Total moves: 2229
Maximum occupied tiles: 14
Seat events: 140
Single-blocker events: 56
Multiple-blocker events: 8
Temporary aisle reoccupations: 72

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5671
Longest unresolved passenger ID: 91
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P275(32F/RIGHT) -> P246(32G/RIGHT) -> P218(30F/RIGHT) -> P93(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 275
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 15939
Total stationary ticks: 148649
Seat-event requests: 1851
Failed seat-event starts: 1575

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 93
Critical blocker identity: P93->28I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P93(28I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P218(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P246(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P275(32F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1575
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 249
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1575
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 820
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[249]: P249(30I/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P249->30I(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P249{seat=30I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=815,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 249
Final row-event chain: 93|249
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1851\nPrecedence substitutions made: 1\nDependency chains followed: 1568\nBlocked by waiting-row occupant: 3115\nSubstituted events started: 1\nOccupied-space rejections: 6237\nMaximum scheduling-chain depth: 3\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:21
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 20
Scenario seed: -4277139289941249147

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.50%
Blocker-prone seat share (topology component): 67.38%
Aisle-assignment balance: 96.45%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2523
Passengers seated: 276/282
Average waiting ticks: 495.65
Longest waiting passenger: P93->28I(RIGHT)
Longest waiting ticks: 2480

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 4
Cluster candidates evaluated: 4
Executable cluster candidates: 0
Rejected cluster candidates: 4
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1611
Regions dissolved: 0
Repeated reconstructions avoided: 1611
Largest region lifetime: 1612
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1612:occupied=5
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1536
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 136
Single-blocker events: 45
Multiple-blocker events: 16
Temporary aisle reoccupations: 77

RIGHT AISLE
-----------
Total moves: 2229
Maximum occupied tiles: 14
Seat events: 140
Single-blocker events: 56
Multiple-blocker events: 8
Temporary aisle reoccupations: 72

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5678
Longest unresolved passenger ID: 91
Longest unresolved row: 32
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P275(32F/RIGHT) -> P246(32G/RIGHT) -> P218(30F/RIGHT) -> P93(28I/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 275
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 15956
Total stationary ticks: 148656
Seat-event requests: 1851
Failed seat-event starts: 1575

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 93
Critical blocker identity: P93->28I(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P93(28I/RIGHT/WAITING_FOR_SEAT_EVENT)
  P218(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P246(32G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P275(32F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1575
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 249
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1575
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 826
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[249]: P249(30I/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P249->30I(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P249{seat=30I,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=815,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 249
Final row-event chain: 93|249
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1851\nPrecedence substitutions made: 1\nDependency chains followed: 1568\nBlocked by waiting-row occupant: 3115\nSubstituted events started: 1\nOccupied-space rejections: 6237\nMaximum scheduling-chain depth: 3\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:21
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 21
Scenario seed: 2156042196335317824

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2509
Passengers seated: 280/282
Average waiting ticks: 465.41
Longest waiting passenger: P120->32F(LEFT)
Longest waiting ticks: 2432

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles19-24:occupied=5:anchor=P160:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 26
Regions dissolved: 1
Repeated reconstructions avoided: 26
Largest region lifetime: 27
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=27
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2155
Maximum occupied tiles: 15
Seat events: 136
Single-blocker events: 40
Multiple-blocker events: 15
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2213
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 31
Multiple-blocker events: 20
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1670
Reservations granted: 1670
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: 44
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P44(32C/LEFT) -> P120(32F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 44
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 10298
Total stationary ticks: 137703
Seat-event requests: 1872
Failed seat-event starts: 1592

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 120
Critical blocker identity: P120->32F(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P120(32F/LEFT/WAITING_FOR_SEAT_EVENT)
  P44(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1573
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 33|34
Critical blocker unavailable yield tiles: 33|34
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 19
Rear-boundary failures: 1573
Middle-bank reservation failures: 0
Active-event deferrals: 729
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 33|34
Current unavailable yield tiles: 33|34
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1871\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:21
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 21
Scenario seed: 2156042196335317824

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2509
Passengers seated: 280/282
Average waiting ticks: 465.39
Longest waiting passenger: P120->32F(LEFT)
Longest waiting ticks: 2432

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles19-24:occupied=5:anchor=P160:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 26
Regions dissolved: 1
Repeated reconstructions avoided: 26
Largest region lifetime: 27
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=27
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2155
Maximum occupied tiles: 15
Seat events: 136
Single-blocker events: 40
Multiple-blocker events: 15
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2213
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 31
Multiple-blocker events: 20
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1670
Reservations granted: 1670
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5614
Longest unresolved passenger ID: 44
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P44(32C/LEFT) -> P120(32F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 44
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 10312
Total stationary ticks: 137707
Seat-event requests: 1872
Failed seat-event starts: 1592

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 120
Critical blocker identity: P120->32F(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P120(32F/LEFT/WAITING_FOR_SEAT_EVENT)
  P44(32C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1573
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 33|34
Critical blocker unavailable yield tiles: 33|34
Critical blocker yield-tile occupants: -1|-1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 19
Rear-boundary failures: 1573
Middle-bank reservation failures: 0
Active-event deferrals: 732
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 33|34
Current unavailable yield tiles: 33|34
Current yield-tile occupants: -1|-1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1871\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:21
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 22
Scenario seed: -5766723168729519310

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 96.32%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2745
Passengers seated: 277/353
Average waiting ticks: 763.89
Longest waiting passenger: P6->14I(RIGHT)
Longest waiting ticks: 2745

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 5
Clusters detected: 5
Activations without intervention: 36
Cluster candidates evaluated: 58
Executable cluster candidates: 0
Rejected cluster candidates: 58
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 36
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 5
Region updates: 4062
Regions dissolved: 3
Repeated reconstructions avoided: 4062
Largest region lifetime: 2370
Maximum simultaneous active regions: 3
Regions active at termination: 2
Last lifecycle event: UPDATE:R1:age=2370:occupied=36
Confirmation deferral ticks: 7
Regions reaching confirmation: 2
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 2084
State changes reopening evaluation: 34
Region priority competitions: 1569
Regions ranked: 3138
Hierarchical selections: 1569
Lower-priority evaluations deferred: 1546
Highest selected priority score: 39710
Left/right priority wins: 0/1569
Priority ties: 0
Last priority decision: LEFT:R4:score=7810 | RIGHT:R1:score=39710 | selected=RIGHT

LEFT AISLE
----------
Total moves: 3174
Maximum occupied tiles: 16
Seat events: 176
Single-blocker events: 40
Multiple-blocker events: 22
Temporary aisle reoccupations: 88

RIGHT AISLE
-----------
Total moves: 2127
Maximum occupied tiles: 36
Seat events: 101
Single-blocker events: 20
Multiple-blocker events: 10
Temporary aisle reoccupations: 42

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2198
Reservations granted: 2198
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 33
Remaining moving in aisle: 37
Remaining waiting at row: 6
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 74808
Longest unresolved passenger ID: 6
Longest unresolved row: 14
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 25
Longest dependency chain: P311(16F/RIGHT) -> P292(5J/RIGHT) -> P309(25H/RIGHT) -> P68(35E/RIGHT) -> P318(34I/RIGHT) -> P105(17H/RIGHT) -> P203(32I/RIGHT) -> P103(27G/RIGHT) -> P152(36H/RIGHT) -> P125(31D/RIGHT) -> P308(20I/RIGHT) -> P143(29E/RIGHT) -> P100(14J/RIGHT) -> P211(15I/RIGHT) -> P259(30J/RIGHT) -> P135(28I/RIGHT) -> P42(21I/RIGHT) -> P181(32D/RIGHT) -> P139(25I/RIGHT) -> P194(28F/RIGHT) -> P55(32H/RIGHT) -> P243(28J/RIGHT) -> P296(28D/RIGHT) -> P217(30I/RIGHT) -> P140(25E/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 311
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 37
Total blocked ticks: 93355
Total stationary ticks: 349294
Seat-event requests: 3976
Failed seat-event starts: 3699

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 140
Critical blocker identity: P140->25E(RIGHT)
Direct fan-out: 1
Total indirect descendants: 24
Critical tree size including blocker: 25
Critical tree depth: 25
Frozen internal components: 6
Terminal WAITING_FOR_SEAT_EVENT nodes: 6
Unresolved internal passengers: 43
Unresolved outside passengers: 33
Unresolved internal passengers outside critical tree: 18
Critical blocker tree:
P140(25E/RIGHT/WAITING_FOR_SEAT_EVENT)
  P217(30I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P296(28D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P243(28J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P55(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P194(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P139(25I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P181(32D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P42(21I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P135(28I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                    P259(30J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                      P211(15I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                        P100(14J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                          P143(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                            P308(20I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                              P125(31D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                P152(36H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                  P103(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                    P203(32I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                      P105(17H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                        P318(34I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                          P68(35E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                            P309(25H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                              P292(5J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                                                P311(16F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 3649
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 26|27
Critical blocker unavailable yield tiles: 26|27
Critical blocker yield-tile occupants: 20|218
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 3
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 3649
Rear-boundary failures: 50
Middle-bank reservation failures: 0
Active-event deferrals: 1207
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 8
Yield-occupant trace: yieldOccupant[20]: P20(32F/RIGHT/MOVING_IN_AISLE@tile26) -> P218(36J/RIGHT/MOVING_IN_AISLE@tile27) -> P5(30H/RIGHT/MOVING_IN_AISLE@tile28) -> P33(31J/RIGHT/MOVING_IN_AISLE@tile29) -> P236(33D/RIGHT/MOVING_IN_AISLE@tile30) -> P238(34F/RIGHT/MOVING_IN_AISLE@tile31) -> P14(34H/RIGHT/MOVING_IN_AISLE@tile32) -> P214(33I/RIGHT/WAITING_AT_ROW@tile33) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[218]: P218(36J/RIGHT/MOVING_IN_AISLE@tile27) -> P5(30H/RIGHT/MOVING_IN_AISLE@tile28) -> P33(31J/RIGHT/MOVING_IN_AISLE@tile29) -> P236(33D/RIGHT/MOVING_IN_AISLE@tile30) -> P238(34F/RIGHT/MOVING_IN_AISLE@tile31) -> P14(34H/RIGHT/MOVING_IN_AISLE@tile32) -> P214(33I/RIGHT/WAITING_AT_ROW@tile33) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P214->33I(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P20{seat=32F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=26,directBlocker=218,lastMoveTick=657,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P218{seat=36J,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=27,directBlocker=5,lastMoveTick=649,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 26|27
Current unavailable yield tiles: 26|27
Current yield-tile occupants: 20|218
Final row-event chain: 140|20|218|5|33|236|238|14|214
Final row-event chain length: 9
Distinct row events in chain: 9
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 6
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 3976\nPrecedence substitutions made: 2\nDependency chains followed: 41\nBlocked by waiting-row occupant: 41\nSubstituted events started: 2\nOccupied-space rejections: 3675\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:21
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 22
Scenario seed: -5766723168729519310

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 96.32%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2745
Passengers seated: 346/353
Average waiting ticks: 596.96
Longest waiting passenger: P147->35A(LEFT)
Longest waiting ticks: 2680

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 7
Cluster candidates evaluated: 12
Executable cluster candidates: 0
Rejected cluster candidates: 12
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 7
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 1708
Regions dissolved: 3
Repeated reconstructions avoided: 1708
Largest region lifetime: 1648
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1648:occupied=7
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 1540
State changes reopening evaluation: 6
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3174
Maximum occupied tiles: 15
Seat events: 176
Single-blocker events: 37
Multiple-blocker events: 26
Temporary aisle reoccupations: 94

RIGHT AISLE
-----------
Total moves: 2997
Maximum occupied tiles: 15
Seat events: 170
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 107

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 148
Reservations granted: 148
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7949
Longest unresolved passenger ID: 23
Longest unresolved row: 35
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P196(34A/LEFT) -> P23(35B/LEFT) -> P147(35A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 196
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 20676
Total stationary ticks: 223824
Seat-event requests: 1918
Failed seat-event starts: 1572

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 3
Critical blocker identity: P3->32A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 7
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 4
Critical blocker tree:
P3(32A/LEFT/WAITING_FOR_SEAT_EVENT)
  P128(36E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P290(34B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1572
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 33|34
Critical blocker unavailable yield tiles: 33|34
Critical blocker yield-tile occupants: 196|23
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1572
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 974
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 3
Yield-occupant trace: yieldOccupant[196]: P196(34A/LEFT/MOVING_IN_AISLE@tile33) -> P23(35B/LEFT/MOVING_IN_AISLE@tile34) -> P147(35A/LEFT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[23]: P23(35B/LEFT/MOVING_IN_AISLE@tile34) -> P147(35A/LEFT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P147->35A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P196{seat=34A,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=33,directBlocker=23,lastMoveTick=1179,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE} || P23{seat=35B,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=34,directBlocker=147,lastMoveTick=1093,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 33|34
Current unavailable yield tiles: 33|34
Current yield-tile occupants: 196|23
Final row-event chain: 3|196|23|147
Final row-event chain length: 4
Distinct row events in chain: 4
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 3
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1918\nPrecedence substitutions made: 2\nDependency chains followed: 42\nBlocked by waiting-row occupant: 42\nSubstituted events started: 3\nOccupied-space rejections: 1579\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:21
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 23
Scenario seed: 3227199808506299833

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 999
Passengers seated: 282/282
Average waiting ticks: 461.28
Longest waiting passenger: P145->23F(RIGHT)
Longest waiting ticks: 957

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 4
Last cluster decision: LEFT:tiles14-16:occupied=3:anchor=P72:selected=P123:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 18
Regions dissolved: 2
Repeated reconstructions avoided: 18
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2167
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 34
Multiple-blocker events: 20
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 2198
Maximum occupied tiles: 12
Seat events: 141
Single-blocker events: 30
Multiple-blocker events: 18
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5448
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6929
Total stationary ticks: 134708
Seat-event requests: 303
Failed seat-event starts: 21

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 742
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 21
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 742
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 26\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:21
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 23
Scenario seed: 3227199808506299833

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 999
Passengers seated: 282/282
Average waiting ticks: 461.19
Longest waiting passenger: P145->23F(RIGHT)
Longest waiting ticks: 957

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 3
Selected release potential total: 4
Last cluster decision: LEFT:tiles14-16:occupied=3:anchor=P72:selected=P123:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 18
Regions dissolved: 2
Repeated reconstructions avoided: 18
Largest region lifetime: 11
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2167
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 34
Multiple-blocker events: 20
Temporary aisle reoccupations: 74

RIGHT AISLE
-----------
Total moves: 2198
Maximum occupied tiles: 12
Seat events: 141
Single-blocker events: 30
Multiple-blocker events: 18
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5483
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6951
Total stationary ticks: 134715
Seat-event requests: 303
Failed seat-event starts: 21

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 733
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 21
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 733
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 26\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:21
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 24
Scenario seed: 8005147200778309228

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1271
Passengers seated: 353/353
Average waiting ticks: 591.42
Longest waiting passenger: P62->26F(RIGHT)
Longest waiting ticks: 1213

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3014
Maximum occupied tiles: 13
Seat events: 174
Single-blocker events: 42
Multiple-blocker events: 21
Temporary aisle reoccupations: 86

RIGHT AISLE
-----------
Total moves: 3120
Maximum occupied tiles: 15
Seat events: 179
Single-blocker events: 55
Multiple-blocker events: 24
Temporary aisle reoccupations: 106

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 148
Reservations granted: 148
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7411
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8961
Total stationary ticks: 214978
Seat-event requests: 366
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 822
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 822
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 366\nPrecedence substitutions made: 5\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 6\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:21
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 24
Scenario seed: 8005147200778309228

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1271
Passengers seated: 353/353
Average waiting ticks: 591.42
Longest waiting passenger: P62->26F(RIGHT)
Longest waiting ticks: 1213

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3014
Maximum occupied tiles: 13
Seat events: 174
Single-blocker events: 42
Multiple-blocker events: 21
Temporary aisle reoccupations: 86

RIGHT AISLE
-----------
Total moves: 3120
Maximum occupied tiles: 15
Seat events: 179
Single-blocker events: 55
Multiple-blocker events: 24
Temporary aisle reoccupations: 106

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 148
Reservations granted: 148
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7411
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8961
Total stationary ticks: 214978
Seat-event requests: 366
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 822
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 822
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 366\nPrecedence substitutions made: 5\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 6\nOccupied-space rejections: 22\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:21
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 25
Scenario seed: -2702801730491492296

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1000
Passengers seated: 282/282
Average waiting ticks: 462.07
Longest waiting passenger: P235->11E(LEFT)
Longest waiting ticks: 967

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2181
Maximum occupied tiles: 11
Seat events: 143
Single-blocker events: 33
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 2227
Maximum occupied tiles: 13
Seat events: 139
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 97
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5581
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6908
Total stationary ticks: 135059
Seat-event requests: 293
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 644
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 644
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 9\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:21
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 25
Scenario seed: -2702801730491492296

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 98.58%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1000
Passengers seated: 282/282
Average waiting ticks: 462.07
Longest waiting passenger: P235->11E(LEFT)
Longest waiting ticks: 967

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2181
Maximum occupied tiles: 11
Seat events: 143
Single-blocker events: 33
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 2227
Maximum occupied tiles: 13
Seat events: 139
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 97
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5581
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6915
Total stationary ticks: 135061
Seat-event requests: 293
Failed seat-event starts: 11

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 650
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 11
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 650
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 6\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 8\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:21
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 26
Scenario seed: -8345824874507060339

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 91.22%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2624
Passengers seated: 263/353
Average waiting ticks: 981.50
Longest waiting passenger: P5->29A(LEFT)
Longest waiting ticks: 2624

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 27
Regions dissolved: 2
Repeated reconstructions avoided: 27
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1905
Maximum occupied tiles: 13
Seat events: 102
Single-blocker events: 17
Multiple-blocker events: 6
Temporary aisle reoccupations: 29

RIGHT AISLE
-----------
Total moves: 2743
Maximum occupied tiles: 13
Seat events: 161
Single-blocker events: 58
Multiple-blocker events: 12
Temporary aisle reoccupations: 85

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2007
Reservations granted: 2007
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 80
Remaining moving in aisle: 4
Remaining waiting at row: 6
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 12248
Longest unresolved passenger ID: 5
Longest unresolved row: 29
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P18(20C/LEFT) -> P149(6C/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 18
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 26060
Total stationary ticks: 359005
Seat-event requests: 2178
Failed seat-event starts: 1915

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 121
Critical blocker identity: P121->26G(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 6
Terminal WAITING_FOR_SEAT_EVENT nodes: 6
Unresolved internal passengers: 10
Unresolved outside passengers: 80
Unresolved internal passengers outside critical tree: 8
Critical blocker tree:
P121(26G/LEFT/WAITING_FOR_SEAT_EVENT)
  P158(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1915
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 5
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1915
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 721
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 3
Current required yield tiles: 27|28|29
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2177\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1918\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:21
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 26
Scenario seed: -8345824874507060339

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 91.22%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2624
Passengers seated: 263/353
Average waiting ticks: 981.50
Longest waiting passenger: P5->29A(LEFT)
Longest waiting ticks: 2624

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 27
Regions dissolved: 2
Repeated reconstructions avoided: 27
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1905
Maximum occupied tiles: 13
Seat events: 102
Single-blocker events: 17
Multiple-blocker events: 6
Temporary aisle reoccupations: 29

RIGHT AISLE
-----------
Total moves: 2743
Maximum occupied tiles: 13
Seat events: 161
Single-blocker events: 58
Multiple-blocker events: 12
Temporary aisle reoccupations: 85

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 2007
Reservations granted: 2007
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 80
Remaining moving in aisle: 4
Remaining waiting at row: 6
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 12248
Longest unresolved passenger ID: 5
Longest unresolved row: 29
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P18(20C/LEFT) -> P149(6C/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 18
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 26060
Total stationary ticks: 359005
Seat-event requests: 2178
Failed seat-event starts: 1915

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 121
Critical blocker identity: P121->26G(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 6
Terminal WAITING_FOR_SEAT_EVENT nodes: 6
Unresolved internal passengers: 10
Unresolved outside passengers: 80
Unresolved internal passengers outside critical tree: 8
Critical blocker tree:
P121(26G/LEFT/WAITING_FOR_SEAT_EVENT)
  P158(29C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1915
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 5
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1915
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 721
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 3
Current required yield tiles: 27|28|29
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2177\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1918\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:22
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 27
Scenario seed: 4799773213532248393

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 28.33%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2747
Passengers seated: 342/353
Average waiting ticks: 590.29
Longest waiting passenger: P292->33D(RIGHT)
Longest waiting ticks: 2686

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 5
Clusters detected: 5
Activations without intervention: 17
Cluster candidates evaluated: 20
Executable cluster candidates: 2
Rejected cluster candidates: 18
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 11
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 5
Region updates: 1829
Regions dissolved: 4
Repeated reconstructions avoided: 1829
Largest region lifetime: 1783
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1783:occupied=11
Confirmation deferral ticks: 8
Regions reaching confirmation: 3
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1617
State changes reopening evaluation: 15
Region priority competitions: 2
Regions ranked: 4
Hierarchical selections: 2
Lower-priority evaluations deferred: 0
Highest selected priority score: 6610
Left/right priority wins: 0/2
Priority ties: 0
Last priority decision: LEFT:R5:score=2214 | RIGHT:R3:score=6610 | selected=RIGHT

LEFT AISLE
----------
Total moves: 3152
Maximum occupied tiles: 14
Seat events: 175
Single-blocker events: 47
Multiple-blocker events: 28
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 2977
Maximum occupied tiles: 20
Seat events: 167
Single-blocker events: 48
Multiple-blocker events: 14
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1793
Reservations granted: 1791
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 9
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 15878
Longest unresolved passenger ID: 149
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 10
Longest dependency chain: P208(34H/RIGHT) -> P79(27H/RIGHT) -> P242(29G/RIGHT) -> P59(34G/RIGHT) -> P324(31J/RIGHT) -> P21(36F/RIGHT) -> P205(36I/RIGHT) -> P103(32H/RIGHT) -> P149(36J/RIGHT) -> P292(33D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 208
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 9
Total blocked ticks: 28362
Total stationary ticks: 230175
Seat-event requests: 2011
Failed seat-event starts: 1669

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 292
Critical blocker identity: P292->33D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 9
Critical tree size including blocker: 10
Critical tree depth: 10
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 11
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P292(33D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P149(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P103(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P205(36I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P21(36F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P324(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P59(34G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P242(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P79(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P208(34H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1668
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 34|35|36
Critical blocker unavailable yield tiles: 35
Critical blocker yield-tile occupants: 126
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1668
Rear-boundary failures: 1
Middle-bank reservation failures: 2
Active-event deferrals: 1239
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[126]: P126(35J/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P126->35J(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P126{seat=35J,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=891,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 34|35|36
Current unavailable yield tiles: 35
Current yield-tile occupants: 126
Final row-event chain: 292|126
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2012\nPrecedence substitutions made: 8\nDependency chains followed: 1655\nBlocked by waiting-row occupant: 1655\nSubstituted events started: 9\nOccupied-space rejections: 1697\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:22
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 27
Scenario seed: 4799773213532248393

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 28.33%
Blocker-prone seat share (topology component): 59.77%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2747
Passengers seated: 342/353
Average waiting ticks: 590.29
Longest waiting passenger: P292->33D(RIGHT)
Longest waiting ticks: 2686

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 5
Clusters detected: 5
Activations without intervention: 17
Cluster candidates evaluated: 20
Executable cluster candidates: 2
Rejected cluster candidates: 18
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 11
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 5
Region updates: 1829
Regions dissolved: 4
Repeated reconstructions avoided: 1829
Largest region lifetime: 1783
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1783:occupied=11
Confirmation deferral ticks: 8
Regions reaching confirmation: 3
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1617
State changes reopening evaluation: 15
Region priority competitions: 2
Regions ranked: 4
Hierarchical selections: 2
Lower-priority evaluations deferred: 0
Highest selected priority score: 6610
Left/right priority wins: 0/2
Priority ties: 0
Last priority decision: LEFT:R5:score=2214 | RIGHT:R3:score=6610 | selected=RIGHT

LEFT AISLE
----------
Total moves: 3152
Maximum occupied tiles: 14
Seat events: 175
Single-blocker events: 47
Multiple-blocker events: 28
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 2977
Maximum occupied tiles: 20
Seat events: 167
Single-blocker events: 48
Multiple-blocker events: 14
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1793
Reservations granted: 1791
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 9
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 15878
Longest unresolved passenger ID: 149
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 10
Longest dependency chain: P208(34H/RIGHT) -> P79(27H/RIGHT) -> P242(29G/RIGHT) -> P59(34G/RIGHT) -> P324(31J/RIGHT) -> P21(36F/RIGHT) -> P205(36I/RIGHT) -> P103(32H/RIGHT) -> P149(36J/RIGHT) -> P292(33D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 208
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 9
Total blocked ticks: 28362
Total stationary ticks: 230175
Seat-event requests: 2011
Failed seat-event starts: 1669

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 292
Critical blocker identity: P292->33D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 9
Critical tree size including blocker: 10
Critical tree depth: 10
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 11
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P292(33D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P149(36J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P103(32H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P205(36I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P21(36F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P324(31J/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P59(34G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P242(29G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P79(27H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                  P208(34H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1668
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 34|35|36
Critical blocker unavailable yield tiles: 35
Critical blocker yield-tile occupants: 126
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1668
Rear-boundary failures: 1
Middle-bank reservation failures: 2
Active-event deferrals: 1239
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[126]: P126(35J/RIGHT/WAITING_AT_ROW@tile35) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P126->35J(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P126{seat=35J,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=35,directBlocker=-1,lastMoveTick=891,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 34|35|36
Current unavailable yield tiles: 35
Current yield-tile occupants: 126
Final row-event chain: 292|126
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2012\nPrecedence substitutions made: 8\nDependency chains followed: 1655\nBlocked by waiting-row occupant: 1655\nSubstituted events started: 9\nOccupied-space rejections: 1697\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:22
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 28
Scenario seed: -8970582673838479181

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.74%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2350
Passengers seated: 216/235
Average waiting ticks: 413.67
Longest waiting passenger: P182->10F(LEFT)
Longest waiting ticks: 2330

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 20
Cluster candidates evaluated: 38
Executable cluster candidates: 0
Rejected cluster candidates: 38
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 17
Selected release potential total: 0
Last cluster decision: LEFT:tiles13-30:occupied=17:anchor=P6:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 2199
Regions dissolved: 2
Repeated reconstructions avoided: 2199
Largest region lifetime: 2174
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: TRACK:R1:age=2174:localMembers=17
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 102
State changes reopening evaluation: 18
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1580
Maximum occupied tiles: 23
Seat events: 95
Single-blocker events: 27
Multiple-blocker events: 6
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1753
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1877
Reservations granted: 1877
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 2

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 15
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 26482
Longest unresolved passenger ID: 153
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 16
Longest dependency chain: P144(22E/LEFT) -> P227(20B/LEFT) -> P228(19E/LEFT) -> P80(25A/LEFT) -> P77(24B/LEFT) -> P76(28B/LEFT) -> P103(27D/LEFT) -> P167(27C/LEFT) -> P148(29F/LEFT) -> P9(23B/LEFT) -> P136(25C/LEFT) -> P63(26A/LEFT) -> P55(26F/LEFT) -> P2(30B/LEFT) -> P105(30D/LEFT) -> P6(28E/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 144
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 15
Total blocked ticks: 39025
Total stationary ticks: 126482
Seat-event requests: 2061
Failed seat-event starts: 1845

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 6
Critical blocker identity: P6->28E(LEFT)
Direct fan-out: 1
Total indirect descendants: 15
Critical tree size including blocker: 16
Critical tree depth: 16
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 19
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P6(28E/LEFT/WAITING_FOR_SEAT_EVENT)
  P105(30D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P2(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P55(26F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P63(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P136(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P9(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P148(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P167(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P103(27D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P76(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P77(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P80(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P228(19E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P227(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P144(22E/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1845
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 29|30
Critical blocker yield-tile occupants: 60|153
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1845
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 1317
Simultaneous arbitration losses: 2

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 1
Yield-occupant trace: yieldOccupant[60]: P60(29A/LEFT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[153]: P153(30F/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P153->30F(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: false
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P60{seat=29A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=29,directBlocker=-1,lastMoveTick=103,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} || P153{seat=30F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=99,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 29|30
Current yield-tile occupants: 60|153
Final row-event chain: 6|60
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2063\nPrecedence substitutions made: 1\nDependency chains followed: 196\nBlocked by waiting-row occupant: 318\nSubstituted events started: 3\nOccupied-space rejections: 3923\nMaximum scheduling-chain depth: 3\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:22
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 28
Scenario seed: -8970582673838479181

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.74%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2350
Passengers seated: 216/235
Average waiting ticks: 413.66
Longest waiting passenger: P182->10F(LEFT)
Longest waiting ticks: 2330

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 20
Cluster candidates evaluated: 38
Executable cluster candidates: 0
Rejected cluster candidates: 38
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 17
Selected release potential total: 0
Last cluster decision: LEFT:tiles13-30:occupied=17:anchor=P6:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 2199
Regions dissolved: 2
Repeated reconstructions avoided: 2199
Largest region lifetime: 2174
Maximum simultaneous active regions: 2
Regions active at termination: 1
Last lifecycle event: TRACK:R1:age=2174:localMembers=17
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 102
State changes reopening evaluation: 18
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1580
Maximum occupied tiles: 23
Seat events: 95
Single-blocker events: 27
Multiple-blocker events: 6
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1753
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 52

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1877
Reservations granted: 1877
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 2

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 15
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 26477
Longest unresolved passenger ID: 153
Longest unresolved row: 30
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 16
Longest dependency chain: P144(22E/LEFT) -> P227(20B/LEFT) -> P228(19E/LEFT) -> P80(25A/LEFT) -> P77(24B/LEFT) -> P76(28B/LEFT) -> P103(27D/LEFT) -> P167(27C/LEFT) -> P148(29F/LEFT) -> P9(23B/LEFT) -> P136(25C/LEFT) -> P63(26A/LEFT) -> P55(26F/LEFT) -> P2(30B/LEFT) -> P105(30D/LEFT) -> P6(28E/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 144
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 15
Total blocked ticks: 39032
Total stationary ticks: 126484
Seat-event requests: 2061
Failed seat-event starts: 1845

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 6
Critical blocker identity: P6->28E(LEFT)
Direct fan-out: 1
Total indirect descendants: 15
Critical tree size including blocker: 16
Critical tree depth: 16
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 19
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P6(28E/LEFT/WAITING_FOR_SEAT_EVENT)
  P105(30D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P2(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P55(26F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P63(26A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P136(25C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P9(23B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P148(29F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P167(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P103(27D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P76(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                      P77(24B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                        P80(25A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                          P228(19E/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                            P227(20B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                              P144(22E/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1845
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 29|30
Critical blocker yield-tile occupants: 60|153
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1845
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 1319
Simultaneous arbitration losses: 2

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 2
Trace length: 1
Yield-occupant trace: yieldOccupant[60]: P60(29A/LEFT/WAITING_AT_ROW@tile29) -> [ACTIVE_EVENT_TRANSIENT] || yieldOccupant[153]: P153(30F/LEFT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P153->30F(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: false
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P60{seat=29A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=29,directBlocker=-1,lastMoveTick=103,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT} || P153{seat=30F,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=99,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: MULTIPLE_MIXED_OCCUPANTS
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 29|30
Current yield-tile occupants: 60|153
Final row-event chain: 6|60
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 4
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2063\nPrecedence substitutions made: 1\nDependency chains followed: 196\nBlocked by waiting-row occupant: 318\nSubstituted events started: 3\nOccupied-space rejections: 3923\nMaximum scheduling-chain depth: 3\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:22
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 29
Scenario seed: 4864444880977790924

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1020
Passengers seated: 282/282
Average waiting ticks: 465.05
Longest waiting passenger: P148->23C(LEFT)
Longest waiting ticks: 966

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2210
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 33
Multiple-blocker events: 19
Temporary aisle reoccupations: 71

RIGHT AISLE
-----------
Total moves: 2200
Maximum occupied tiles: 11
Seat events: 138
Single-blocker events: 40
Multiple-blocker events: 12
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 100
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5486
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6602
Total stationary ticks: 135635
Seat-event requests: 294
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 615
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 615
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:22
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 29
Scenario seed: 4864444880977790924

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1021
Passengers seated: 282/282
Average waiting ticks: 465.01
Longest waiting passenger: P148->23C(LEFT)
Longest waiting ticks: 969

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2210
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 33
Multiple-blocker events: 19
Temporary aisle reoccupations: 71

RIGHT AISLE
-----------
Total moves: 2200
Maximum occupied tiles: 11
Seat events: 138
Single-blocker events: 40
Multiple-blocker events: 12
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 100
Reservations granted: 99
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5495
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6593
Total stationary ticks: 135625
Seat-event requests: 294
Failed seat-event starts: 12

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 604
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 12
Rear-boundary failures: 0
Middle-bank reservation failures: 1
Active-event deferrals: 604
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:22
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 30
Scenario seed: 2093724541076077643

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 26.91%
Blocker-prone seat share (topology component): 60.62%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2728
Passengers seated: 344/353
Average waiting ticks: 615.95
Longest waiting passenger: P159->2D(RIGHT)
Longest waiting ticks: 2726

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 22
Regions dissolved: 1
Repeated reconstructions avoided: 22
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=23
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2908
Maximum occupied tiles: 15
Seat events: 169
Single-blocker events: 55
Multiple-blocker events: 25
Temporary aisle reoccupations: 111

RIGHT AISLE
-----------
Total moves: 3180
Maximum occupied tiles: 14
Seat events: 175
Single-blocker events: 60
Multiple-blocker events: 16
Temporary aisle reoccupations: 94

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1642
Reservations granted: 1638
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 6
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 10047
Longest unresolved passenger ID: 331
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P87(19H/RIGHT) -> P200(6H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 87
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 22713
Total stationary ticks: 228315
Seat-event requests: 1851
Failed seat-event starts: 1507

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 159
Critical blocker identity: P159->2D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 6
Terminal WAITING_FOR_SEAT_EVENT nodes: 6
Unresolved internal passengers: 9
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 7
Critical blocker tree:
P159(2D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P277(35I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1507
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 3|4|5
Critical blocker unavailable yield tiles: 5
Critical blocker yield-tile occupants: 87
Waiting-row passengers with zero blockers: 5
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1507
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 929
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[87]: P87(19H/RIGHT/MOVING_IN_AISLE@tile5) -> P200(6H/RIGHT/WAITING_AT_ROW@tile6) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P200->6H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P87{seat=19H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=5,directBlocker=200,lastMoveTick=1237,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 3|4|5
Current unavailable yield tiles: 5
Current yield-tile occupants: 87
Final row-event chain: 159|87|200
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1855\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 10\nOccupied-space rejections: 1512\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
============================================================
Date/Time: 2026-07-17 10:49:22
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 8783790101901
Scenario number: 30
Scenario seed: 2093724541076077643

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 26.91%
Blocker-prone seat share (topology component): 60.62%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2728
Passengers seated: 344/353
Average waiting ticks: 615.96
Longest waiting passenger: P159->2D(RIGHT)
Longest waiting ticks: 2726

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 22
Regions dissolved: 1
Repeated reconstructions avoided: 22
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=23
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2908
Maximum occupied tiles: 15
Seat events: 169
Single-blocker events: 55
Multiple-blocker events: 25
Temporary aisle reoccupations: 111

RIGHT AISLE
-----------
Total moves: 3180
Maximum occupied tiles: 14
Seat events: 175
Single-blocker events: 60
Multiple-blocker events: 16
Temporary aisle reoccupations: 94

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1642
Reservations granted: 1638
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 6
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 10051
Longest unresolved passenger ID: 331
Longest unresolved row: 36
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P87(19H/RIGHT) -> P200(6H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 87
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 22715
Total stationary ticks: 228315
Seat-event requests: 1851
Failed seat-event starts: 1507

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 159
Critical blocker identity: P159->2D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 6
Terminal WAITING_FOR_SEAT_EVENT nodes: 6
Unresolved internal passengers: 9
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 7
Critical blocker tree:
P159(2D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P277(35I/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1507
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 3|4|5
Critical blocker unavailable yield tiles: 5
Critical blocker yield-tile occupants: 87
Waiting-row passengers with zero blockers: 5
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1507
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 933
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[87]: P87(19H/RIGHT/MOVING_IN_AISLE@tile5) -> P200(6H/RIGHT/WAITING_AT_ROW@tile6) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P200->6H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P87{seat=19H,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=5,directBlocker=200,lastMoveTick=1237,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 3|4|5
Current unavailable yield tiles: 5
Current yield-tile occupants: 87
Final row-event chain: 159|87|200
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1855\nPrecedence substitutions made: 7\nDependency chains followed: 7\nBlocked by waiting-row occupant: 7\nSubstituted events started: 10\nOccupied-space rejections: 1512\nMaximum scheduling-chain depth: 2\n============================================================\n

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 50
PERTURBATION-FAMILY CLASSIFICATION
************************************************************
Experiment seed: 8783790101901
Scenarios executed: 60
Successful completions: 36
Incomplete/MAX_TICKS: 24
Average completed ticks: 1651.92
Average waiting ticks: 508.95
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:52
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:53
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.28
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8069
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9772
Total stationary ticks: 213222
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 782
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 782
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:53
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.23
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8079
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9784
Total stationary ticks: 213224
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 775
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 775
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20936
Total stationary ticks: 204785
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 388
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:53
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20922
Total stationary ticks: 204781
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 380
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:53
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2349
Passengers seated: 226/235
Average waiting ticks: 412.04
Longest waiting passenger: P148->22D(RIGHT)
Longest waiting ticks: 2308

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 10
Cluster candidates evaluated: 3
Executable cluster candidates: 1
Rejected cluster candidates: 2
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 9
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1602
Regions dissolved: 2
Repeated reconstructions avoided: 1602
Largest region lifetime: 1574
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1574:occupied=9
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1520
State changes reopening evaluation: 9
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1850
Maximum occupied tiles: 13
Seat events: 115
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1668
Reservations granted: 1665
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 7
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11128
Longest unresolved passenger ID: 198
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 7
Longest dependency chain: P102(27G/RIGHT) -> P111(26C/RIGHT) -> P180(26D/RIGHT) -> P228(28H/RIGHT) -> P123(29E/RIGHT) -> P198(30F/RIGHT) -> P69(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 102
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 7
Total blocked ticks: 18631
Total stationary ticks: 110660
Seat-event requests: 1780
Failed seat-event starts: 1554

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 69
Critical blocker identity: P69->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 6
Critical tree size including blocker: 7
Critical tree depth: 7
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 9
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P69(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P198(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P123(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P228(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P180(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P111(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P102(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1519
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1519
Rear-boundary failures: 35
Middle-bank reservation failures: 3
Active-event deferrals: 539
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1782\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1522\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:53
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 892
Passengers seated: 235/235
Average waiting ticks: 399.84
Longest waiting passenger: P204->17E(RIGHT)
Longest waiting ticks: 844

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1872
Maximum occupied tiles: 11
Seat events: 124
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 134
Reservations granted: 131
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3993
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4927
Total stationary ticks: 97124
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 507
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 507
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.76
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6822
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8389
Total stationary ticks: 218685
Seat-event requests: 375
Failed seat-event starts: 22

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 864
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 22
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 864
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:53
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.79
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6817
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8387
Total stationary ticks: 218684
Seat-event requests: 374
Failed seat-event starts: 21

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 871
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 21
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 871
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.57
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4487
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5649
Total stationary ticks: 93738
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 539
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 539
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:53
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.62
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4472
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5637
Total stationary ticks: 93736
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 542
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 542
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:53
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.61
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4339
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10065
Total stationary ticks: 99506
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 484
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:53
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.60
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4349
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10071
Total stationary ticks: 99508
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 485
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.29
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8010
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9374
Total stationary ticks: 212715
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 643
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 643
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:53
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.32
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7975
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9381
Total stationary ticks: 212716
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 654
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 654
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 383.92
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 125
Reservations denied/waited: 10
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4421
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5748
Total stationary ticks: 94039
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 646
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 10
Active-event deferrals: 646
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:53
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 384.07
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 133
Reservations granted: 125
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4381
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5693
Total stationary ticks: 94024
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 645
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 645
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.16
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 13
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5609
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14637
Total stationary ticks: 144501
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 702
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=925,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:53
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.23
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5567
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14536
Total stationary ticks: 144436
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 689
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.22
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5688
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7053
Total stationary ticks: 134674
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:53
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.18
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5713
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7065
Total stationary ticks: 134676
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 656
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 656
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.27
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5393
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 714
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 714
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:53
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.25
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5398
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 709
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 709
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.96
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6661
Total stationary ticks: 136880
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 528
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 528
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:53
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.97
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6655
Total stationary ticks: 136878
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 527
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 527
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.66
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5622
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6765
Total stationary ticks: 135723
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:53
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.69
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5612
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6786
Total stationary ticks: 135730
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 574
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 574
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:53
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2347
Passengers seated: 230/235
Average waiting ticks: 400.83
Longest waiting passenger: P105->29D(RIGHT)
Longest waiting ticks: 2279

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 6
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1613
Regions dissolved: 2
Repeated reconstructions avoided: 1613
Largest region lifetime: 1570
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1570:occupied=5
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1549
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1708
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 29
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1708
Reservations granted: 1708
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 6675
Longest unresolved passenger ID: 128
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P170(27E/RIGHT) -> P33(30G/RIGHT) -> P155(28G/RIGHT) -> P128(30F/RIGHT) -> P105(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 170
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 13109
Total stationary ticks: 103859
Seat-event requests: 1828
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 105
Critical blocker identity: P105->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P105(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P128(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P155(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P33(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P170(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1569
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 29
Rear-boundary failures: 1569
Middle-bank reservation failures: 0
Active-event deferrals: 562
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1826\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:53
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 394.17
Longest waiting passenger: P133->5B(LEFT)
Longest waiting ticks: 814

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 44
Regions dissolved: 2
Repeated reconstructions avoided: 44
Largest region lifetime: 34
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1717
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 142
Reservations granted: 142
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4251
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5354
Total stationary ticks: 96093
Seat-event requests: 264
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.63
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4587
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5751
Total stationary ticks: 94043
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 587
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 587
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:53
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.62
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4592
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5750
Total stationary ticks: 94042
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 583
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 583
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:54
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:54
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:54
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.84
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 13
Cluster candidates evaluated: 14
Executable cluster candidates: 1
Rejected cluster candidates: 13
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1562
State changes reopening evaluation: 12
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16258
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26140
Total stationary ticks: 153459
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1100
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:54
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.87
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1564
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16243
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26119
Total stationary ticks: 153453
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1095
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:54
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:54
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:54
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.31
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4313
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8439
Total stationary ticks: 96156
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 545
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:54
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.32
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4308
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8438
Total stationary ticks: 96155
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 546
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:54
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2324
Passengers seated: 225/235
Average waiting ticks: 403.89
Longest waiting passenger: P83->29H(RIGHT)
Longest waiting ticks: 2280

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 10
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1684
Regions dissolved: 1
Repeated reconstructions avoided: 1684
Largest region lifetime: 1673
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1673:occupied=10
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1540
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 38
Multiple-blocker events: 5
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1823
Maximum occupied tiles: 16
Seat events: 114
Single-blocker events: 32
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 122
Reservations granted: 120
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 8
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 12770
Longest unresolved passenger ID: 219
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 9
Longest dependency chain: P122(28F/RIGHT) -> P197(26G/RIGHT) -> P3(24H/RIGHT) -> P109(27C/RIGHT) -> P38(26C/RIGHT) -> P207(28H/RIGHT) -> P15(30H/RIGHT) -> P219(30G/RIGHT) -> P83(29H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 122
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 8
Total blocked ticks: 20545
Total stationary ticks: 110417
Seat-event requests: 1790
Failed seat-event starts: 1565

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 83
Critical blocker identity: P83->29H(RIGHT)
Direct fan-out: 1
Total indirect descendants: 8
Critical tree size including blocker: 9
Critical tree depth: 9
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 10
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P83(29H/RIGHT/WAITING_FOR_SEAT_EVENT)
  P219(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P15(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P207(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P38(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P109(27C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P3(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P197(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P122(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1565
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 123
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1565
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 677
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[123]: P123(30D/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P123->30D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P123{seat=30D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=623,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 30
Current unavailable yield tiles: 30
Current yield-tile occupants: 123
Final row-event chain: 83|123
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1791\nPrecedence substitutions made: 0\nDependency chains followed: 1555\nBlocked by waiting-row occupant: 1555\nSubstituted events started: 1\nOccupied-space rejections: 1566\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:54
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 891
Passengers seated: 235/235
Average waiting ticks: 391.23
Longest waiting passenger: P122->28F(RIGHT)
Longest waiting ticks: 823

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 37
Multiple-blocker events: 6
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 1846
Maximum occupied tiles: 12
Seat events: 124
Single-blocker events: 37
Multiple-blocker events: 12
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 123
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4149
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5109
Total stationary ticks: 95294
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 493
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 493
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:54
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.29
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5689
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 593
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 593
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:54
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.30
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5694
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 595
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 595
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:54
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:54
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:54
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4304
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5385
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:54
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4303
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5384
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:54
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:54
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:54
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
============================================================
Date/Time: 2026-07-17 11:00:54
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 51
PROSPECTIVE PERTURBATION VALIDATION
************************************************************
Experiment seed: 9783790101901
Scenarios executed: 60
Successful completions: 43
Incomplete/MAX_TICKS: 17
Average completed ticks: 1391.40
Average waiting ticks: 460.32
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:26
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:26
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:26
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:26
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:26
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.28
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8069
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9772
Total stationary ticks: 213222
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 782
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 782
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:26
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.23
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8079
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9784
Total stationary ticks: 213224
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 775
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 775
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:26
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20936
Total stationary ticks: 204785
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 388
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:26
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20922
Total stationary ticks: 204781
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 380
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:26
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:26
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:26
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2349
Passengers seated: 226/235
Average waiting ticks: 412.04
Longest waiting passenger: P148->22D(RIGHT)
Longest waiting ticks: 2308

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 10
Cluster candidates evaluated: 3
Executable cluster candidates: 1
Rejected cluster candidates: 2
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 9
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1602
Regions dissolved: 2
Repeated reconstructions avoided: 1602
Largest region lifetime: 1574
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1574:occupied=9
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1520
State changes reopening evaluation: 9
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1850
Maximum occupied tiles: 13
Seat events: 115
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1668
Reservations granted: 1665
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 7
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11128
Longest unresolved passenger ID: 198
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 7
Longest dependency chain: P102(27G/RIGHT) -> P111(26C/RIGHT) -> P180(26D/RIGHT) -> P228(28H/RIGHT) -> P123(29E/RIGHT) -> P198(30F/RIGHT) -> P69(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 102
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 7
Total blocked ticks: 18631
Total stationary ticks: 110660
Seat-event requests: 1780
Failed seat-event starts: 1554

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 69
Critical blocker identity: P69->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 6
Critical tree size including blocker: 7
Critical tree depth: 7
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 9
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P69(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P198(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P123(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P228(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P180(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P111(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P102(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1519
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1519
Rear-boundary failures: 35
Middle-bank reservation failures: 3
Active-event deferrals: 539
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1782\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1522\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:26
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 892
Passengers seated: 235/235
Average waiting ticks: 399.84
Longest waiting passenger: P204->17E(RIGHT)
Longest waiting ticks: 844

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1872
Maximum occupied tiles: 11
Seat events: 124
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 134
Reservations granted: 131
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3993
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4927
Total stationary ticks: 97124
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 507
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 507
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:26
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.76
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6822
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8389
Total stationary ticks: 218685
Seat-event requests: 375
Failed seat-event starts: 22

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 864
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 22
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 864
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:26
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.79
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6817
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8387
Total stationary ticks: 218684
Seat-event requests: 374
Failed seat-event starts: 21

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 871
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 21
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 871
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.57
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4487
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5649
Total stationary ticks: 93738
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 539
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 539
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:27
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.62
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4472
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5637
Total stationary ticks: 93736
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 542
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 542
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:27
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.61
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4339
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10065
Total stationary ticks: 99506
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 484
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:27
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.60
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4349
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10071
Total stationary ticks: 99508
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 485
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.29
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8010
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9374
Total stationary ticks: 212715
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 643
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 643
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:27
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.32
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7975
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9381
Total stationary ticks: 212716
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 654
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 654
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 383.92
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 125
Reservations denied/waited: 10
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4421
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5748
Total stationary ticks: 94039
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 646
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 10
Active-event deferrals: 646
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:27
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 384.07
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 133
Reservations granted: 125
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4381
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5693
Total stationary ticks: 94024
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 645
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 645
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.16
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 13
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5609
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14637
Total stationary ticks: 144501
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 702
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=925,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:27
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.23
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5567
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14536
Total stationary ticks: 144436
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 689
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.22
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5688
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7053
Total stationary ticks: 134674
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:27
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.18
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5713
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7065
Total stationary ticks: 134676
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 656
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 656
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.27
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5393
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 714
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 714
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:27
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.25
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5398
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 709
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 709
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.96
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6661
Total stationary ticks: 136880
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 528
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 528
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:27
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.97
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6655
Total stationary ticks: 136878
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 527
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 527
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.66
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5622
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6765
Total stationary ticks: 135723
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:27
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.69
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5612
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6786
Total stationary ticks: 135730
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 574
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 574
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:27
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2347
Passengers seated: 230/235
Average waiting ticks: 400.83
Longest waiting passenger: P105->29D(RIGHT)
Longest waiting ticks: 2279

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 6
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1613
Regions dissolved: 2
Repeated reconstructions avoided: 1613
Largest region lifetime: 1570
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1570:occupied=5
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1549
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1708
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 29
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1708
Reservations granted: 1708
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 6675
Longest unresolved passenger ID: 128
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P170(27E/RIGHT) -> P33(30G/RIGHT) -> P155(28G/RIGHT) -> P128(30F/RIGHT) -> P105(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 170
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 13109
Total stationary ticks: 103859
Seat-event requests: 1828
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 105
Critical blocker identity: P105->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P105(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P128(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P155(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P33(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P170(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1569
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 29
Rear-boundary failures: 1569
Middle-bank reservation failures: 0
Active-event deferrals: 562
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1826\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:27
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 394.17
Longest waiting passenger: P133->5B(LEFT)
Longest waiting ticks: 814

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 44
Regions dissolved: 2
Repeated reconstructions avoided: 44
Largest region lifetime: 34
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1717
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 142
Reservations granted: 142
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4251
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5354
Total stationary ticks: 96093
Seat-event requests: 264
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.63
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4587
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5751
Total stationary ticks: 94043
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 587
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 587
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:27
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.62
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4592
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5750
Total stationary ticks: 94042
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 583
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 583
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:27
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.84
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 13
Cluster candidates evaluated: 14
Executable cluster candidates: 1
Rejected cluster candidates: 13
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1562
State changes reopening evaluation: 12
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16258
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26140
Total stationary ticks: 153459
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1100
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:27
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.87
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1564
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16243
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26119
Total stationary ticks: 153453
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1095
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:27
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.31
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4313
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8439
Total stationary ticks: 96156
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 545
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:27
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.32
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4308
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8438
Total stationary ticks: 96155
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 546
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2324
Passengers seated: 225/235
Average waiting ticks: 403.89
Longest waiting passenger: P83->29H(RIGHT)
Longest waiting ticks: 2280

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 10
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1684
Regions dissolved: 1
Repeated reconstructions avoided: 1684
Largest region lifetime: 1673
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1673:occupied=10
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1540
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 38
Multiple-blocker events: 5
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1823
Maximum occupied tiles: 16
Seat events: 114
Single-blocker events: 32
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 122
Reservations granted: 120
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 8
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 12770
Longest unresolved passenger ID: 219
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 9
Longest dependency chain: P122(28F/RIGHT) -> P197(26G/RIGHT) -> P3(24H/RIGHT) -> P109(27C/RIGHT) -> P38(26C/RIGHT) -> P207(28H/RIGHT) -> P15(30H/RIGHT) -> P219(30G/RIGHT) -> P83(29H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 122
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 8
Total blocked ticks: 20545
Total stationary ticks: 110417
Seat-event requests: 1790
Failed seat-event starts: 1565

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 83
Critical blocker identity: P83->29H(RIGHT)
Direct fan-out: 1
Total indirect descendants: 8
Critical tree size including blocker: 9
Critical tree depth: 9
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 10
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P83(29H/RIGHT/WAITING_FOR_SEAT_EVENT)
  P219(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P15(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P207(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P38(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P109(27C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P3(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P197(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P122(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1565
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 123
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1565
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 677
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[123]: P123(30D/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P123->30D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P123{seat=30D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=623,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 30
Current unavailable yield tiles: 30
Current yield-tile occupants: 123
Final row-event chain: 83|123
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1791\nPrecedence substitutions made: 0\nDependency chains followed: 1555\nBlocked by waiting-row occupant: 1555\nSubstituted events started: 1\nOccupied-space rejections: 1566\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:27
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 891
Passengers seated: 235/235
Average waiting ticks: 391.23
Longest waiting passenger: P122->28F(RIGHT)
Longest waiting ticks: 823

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 37
Multiple-blocker events: 6
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 1846
Maximum occupied tiles: 12
Seat events: 124
Single-blocker events: 37
Multiple-blocker events: 12
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 123
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4149
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5109
Total stationary ticks: 95294
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 493
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 493
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.29
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5689
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 593
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 593
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:27
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.30
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5694
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 595
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 595
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:27
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4304
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5385
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:27
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4303
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5384
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:27
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
============================================================
Date/Time: 2026-07-17 11:11:27
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 52
B-MINIMAL-LATE ROOT-CAUSE ANALYSIS
************************************************************
Experiment seed: 9783790101901
Scenarios executed: 60
Successful completions: 43
Incomplete/MAX_TICKS: 17
Average completed ticks: 1391.40
Average waiting ticks: 460.32
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:25
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:25
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:25
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:25
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:25
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.28
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8069
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9772
Total stationary ticks: 213222
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 782
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 782
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:25
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.23
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8079
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9784
Total stationary ticks: 213224
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 775
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 775
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:25
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20936
Total stationary ticks: 204785
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 388
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:25
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20922
Total stationary ticks: 204781
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 380
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:25
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:25
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:25
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2349
Passengers seated: 226/235
Average waiting ticks: 412.04
Longest waiting passenger: P148->22D(RIGHT)
Longest waiting ticks: 2308

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 10
Cluster candidates evaluated: 3
Executable cluster candidates: 1
Rejected cluster candidates: 2
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 9
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1602
Regions dissolved: 2
Repeated reconstructions avoided: 1602
Largest region lifetime: 1574
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1574:occupied=9
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1520
State changes reopening evaluation: 9
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1850
Maximum occupied tiles: 13
Seat events: 115
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1668
Reservations granted: 1665
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 7
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11128
Longest unresolved passenger ID: 198
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 7
Longest dependency chain: P102(27G/RIGHT) -> P111(26C/RIGHT) -> P180(26D/RIGHT) -> P228(28H/RIGHT) -> P123(29E/RIGHT) -> P198(30F/RIGHT) -> P69(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 102
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 7
Total blocked ticks: 18631
Total stationary ticks: 110660
Seat-event requests: 1780
Failed seat-event starts: 1554

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 69
Critical blocker identity: P69->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 6
Critical tree size including blocker: 7
Critical tree depth: 7
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 9
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P69(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P198(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P123(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P228(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P180(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P111(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P102(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1519
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1519
Rear-boundary failures: 35
Middle-bank reservation failures: 3
Active-event deferrals: 539
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1782\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1522\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:25
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 892
Passengers seated: 235/235
Average waiting ticks: 399.84
Longest waiting passenger: P204->17E(RIGHT)
Longest waiting ticks: 844

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1872
Maximum occupied tiles: 11
Seat events: 124
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 134
Reservations granted: 131
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3993
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4927
Total stationary ticks: 97124
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 507
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 507
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:25
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.76
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6822
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8389
Total stationary ticks: 218685
Seat-event requests: 375
Failed seat-event starts: 22

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 864
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 22
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 864
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:25
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.79
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6817
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8387
Total stationary ticks: 218684
Seat-event requests: 374
Failed seat-event starts: 21

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 871
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 21
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 871
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:26
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.57
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4487
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5649
Total stationary ticks: 93738
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 539
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 539
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:26
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.62
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4472
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5637
Total stationary ticks: 93736
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 542
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 542
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:26
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:26
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:26
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.61
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4339
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10065
Total stationary ticks: 99506
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 484
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:26
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.60
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4349
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10071
Total stationary ticks: 99508
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 485
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:26
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.29
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8010
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9374
Total stationary ticks: 212715
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 643
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 643
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:26
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.32
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7975
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9381
Total stationary ticks: 212716
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 654
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 654
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:26
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 383.92
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 125
Reservations denied/waited: 10
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4421
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5748
Total stationary ticks: 94039
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 646
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 10
Active-event deferrals: 646
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:26
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 384.07
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 133
Reservations granted: 125
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4381
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5693
Total stationary ticks: 94024
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 645
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 645
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:26
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.16
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 13
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5609
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14637
Total stationary ticks: 144501
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 702
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=925,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:26
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.23
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5567
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14536
Total stationary ticks: 144436
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 689
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:26
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.22
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5688
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7053
Total stationary ticks: 134674
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:26
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.18
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5713
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7065
Total stationary ticks: 134676
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 656
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 656
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:26
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.27
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5393
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 714
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 714
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:26
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.25
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5398
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 709
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 709
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:26
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.96
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6661
Total stationary ticks: 136880
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 528
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 528
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:26
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.97
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6655
Total stationary ticks: 136878
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 527
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 527
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:26
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.66
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5622
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6765
Total stationary ticks: 135723
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:26
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.69
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5612
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6786
Total stationary ticks: 135730
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 574
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 574
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:26
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:26
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:26
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2347
Passengers seated: 230/235
Average waiting ticks: 400.83
Longest waiting passenger: P105->29D(RIGHT)
Longest waiting ticks: 2279

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 6
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1613
Regions dissolved: 2
Repeated reconstructions avoided: 1613
Largest region lifetime: 1570
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1570:occupied=5
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1549
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1708
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 29
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1708
Reservations granted: 1708
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 6675
Longest unresolved passenger ID: 128
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P170(27E/RIGHT) -> P33(30G/RIGHT) -> P155(28G/RIGHT) -> P128(30F/RIGHT) -> P105(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 170
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 13109
Total stationary ticks: 103859
Seat-event requests: 1828
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 105
Critical blocker identity: P105->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P105(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P128(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P155(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P33(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P170(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1569
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 29
Rear-boundary failures: 1569
Middle-bank reservation failures: 0
Active-event deferrals: 562
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1826\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:26
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 394.17
Longest waiting passenger: P133->5B(LEFT)
Longest waiting ticks: 814

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 44
Regions dissolved: 2
Repeated reconstructions avoided: 44
Largest region lifetime: 34
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1717
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 142
Reservations granted: 142
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4251
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5354
Total stationary ticks: 96093
Seat-event requests: 264
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:26
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.63
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4587
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5751
Total stationary ticks: 94043
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 587
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 587
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:26
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.62
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4592
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5750
Total stationary ticks: 94042
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 583
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 583
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:26
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:26
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:26
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.84
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 13
Cluster candidates evaluated: 14
Executable cluster candidates: 1
Rejected cluster candidates: 13
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1562
State changes reopening evaluation: 12
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16258
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26140
Total stationary ticks: 153459
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1100
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:26
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.87
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1564
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16243
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26119
Total stationary ticks: 153453
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1095
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:26
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:27
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.31
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4313
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8439
Total stationary ticks: 96156
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 545
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:27
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.32
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4308
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8438
Total stationary ticks: 96155
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 546
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2324
Passengers seated: 225/235
Average waiting ticks: 403.89
Longest waiting passenger: P83->29H(RIGHT)
Longest waiting ticks: 2280

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 10
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1684
Regions dissolved: 1
Repeated reconstructions avoided: 1684
Largest region lifetime: 1673
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1673:occupied=10
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1540
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 38
Multiple-blocker events: 5
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1823
Maximum occupied tiles: 16
Seat events: 114
Single-blocker events: 32
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 122
Reservations granted: 120
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 8
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 12770
Longest unresolved passenger ID: 219
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 9
Longest dependency chain: P122(28F/RIGHT) -> P197(26G/RIGHT) -> P3(24H/RIGHT) -> P109(27C/RIGHT) -> P38(26C/RIGHT) -> P207(28H/RIGHT) -> P15(30H/RIGHT) -> P219(30G/RIGHT) -> P83(29H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 122
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 8
Total blocked ticks: 20545
Total stationary ticks: 110417
Seat-event requests: 1790
Failed seat-event starts: 1565

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 83
Critical blocker identity: P83->29H(RIGHT)
Direct fan-out: 1
Total indirect descendants: 8
Critical tree size including blocker: 9
Critical tree depth: 9
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 10
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P83(29H/RIGHT/WAITING_FOR_SEAT_EVENT)
  P219(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P15(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P207(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P38(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P109(27C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P3(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P197(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P122(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1565
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 123
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1565
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 677
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[123]: P123(30D/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P123->30D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P123{seat=30D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=623,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 30
Current unavailable yield tiles: 30
Current yield-tile occupants: 123
Final row-event chain: 83|123
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1791\nPrecedence substitutions made: 0\nDependency chains followed: 1555\nBlocked by waiting-row occupant: 1555\nSubstituted events started: 1\nOccupied-space rejections: 1566\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:27
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 891
Passengers seated: 235/235
Average waiting ticks: 391.23
Longest waiting passenger: P122->28F(RIGHT)
Longest waiting ticks: 823

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 37
Multiple-blocker events: 6
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 1846
Maximum occupied tiles: 12
Seat events: 124
Single-blocker events: 37
Multiple-blocker events: 12
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 123
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4149
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5109
Total stationary ticks: 95294
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 493
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 493
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.29
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5689
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 593
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 593
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:27
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.30
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5694
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 595
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 595
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:27
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4304
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5385
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:27
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4303
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5384
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:27
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:27
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
============================================================
Date/Time: 2026-07-17 11:19:27
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 53
RESIDUAL-TOPOLOGY TRANSITION ANALYSIS
************************************************************
Experiment seed: 9783790101901
Scenarios executed: 60
Successful completions: 43
Incomplete/MAX_TICKS: 17
Average completed ticks: 1391.40
Average waiting ticks: 460.32
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:38
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:38
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.28
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8069
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9772
Total stationary ticks: 213222
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 782
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 782
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:38
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.23
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8079
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9784
Total stationary ticks: 213224
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 775
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 775
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20936
Total stationary ticks: 204785
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 388
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:38
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20922
Total stationary ticks: 204781
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 380
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:38
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2349
Passengers seated: 226/235
Average waiting ticks: 412.04
Longest waiting passenger: P148->22D(RIGHT)
Longest waiting ticks: 2308

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 10
Cluster candidates evaluated: 3
Executable cluster candidates: 1
Rejected cluster candidates: 2
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 9
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1602
Regions dissolved: 2
Repeated reconstructions avoided: 1602
Largest region lifetime: 1574
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1574:occupied=9
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1520
State changes reopening evaluation: 9
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1850
Maximum occupied tiles: 13
Seat events: 115
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1668
Reservations granted: 1665
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 7
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11128
Longest unresolved passenger ID: 198
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 7
Longest dependency chain: P102(27G/RIGHT) -> P111(26C/RIGHT) -> P180(26D/RIGHT) -> P228(28H/RIGHT) -> P123(29E/RIGHT) -> P198(30F/RIGHT) -> P69(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 102
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 7
Total blocked ticks: 18631
Total stationary ticks: 110660
Seat-event requests: 1780
Failed seat-event starts: 1554

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 69
Critical blocker identity: P69->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 6
Critical tree size including blocker: 7
Critical tree depth: 7
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 9
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P69(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P198(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P123(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P228(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P180(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P111(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P102(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1519
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1519
Rear-boundary failures: 35
Middle-bank reservation failures: 3
Active-event deferrals: 539
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1782\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1522\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:38
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 892
Passengers seated: 235/235
Average waiting ticks: 399.84
Longest waiting passenger: P204->17E(RIGHT)
Longest waiting ticks: 844

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1872
Maximum occupied tiles: 11
Seat events: 124
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 134
Reservations granted: 131
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3993
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4927
Total stationary ticks: 97124
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 507
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 507
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.76
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6822
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8389
Total stationary ticks: 218685
Seat-event requests: 375
Failed seat-event starts: 22

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 864
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 22
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 864
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:38
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.79
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6817
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8387
Total stationary ticks: 218684
Seat-event requests: 374
Failed seat-event starts: 21

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 871
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 21
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 871
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.57
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4487
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5649
Total stationary ticks: 93738
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 539
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 539
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:38
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.62
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4472
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5637
Total stationary ticks: 93736
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 542
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 542
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:38
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.61
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4339
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10065
Total stationary ticks: 99506
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 484
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:38
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.60
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4349
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10071
Total stationary ticks: 99508
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 485
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.29
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8010
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9374
Total stationary ticks: 212715
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 643
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 643
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:38
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.32
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7975
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9381
Total stationary ticks: 212716
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 654
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 654
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 383.92
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 125
Reservations denied/waited: 10
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4421
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5748
Total stationary ticks: 94039
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 646
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 10
Active-event deferrals: 646
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:38
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 384.07
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 133
Reservations granted: 125
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4381
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5693
Total stationary ticks: 94024
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 645
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 645
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.16
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 13
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5609
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14637
Total stationary ticks: 144501
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 702
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=925,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:38
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.23
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5567
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14536
Total stationary ticks: 144436
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 689
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.22
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5688
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7053
Total stationary ticks: 134674
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:38
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.18
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5713
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7065
Total stationary ticks: 134676
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 656
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 656
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.27
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5393
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 714
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 714
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:38
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.25
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5398
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 709
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 709
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.96
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6661
Total stationary ticks: 136880
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 528
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 528
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:38
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.97
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6655
Total stationary ticks: 136878
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 527
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 527
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.66
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5622
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6765
Total stationary ticks: 135723
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:39
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.69
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5612
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6786
Total stationary ticks: 135730
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 574
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 574
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:39
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:39
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:39
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2347
Passengers seated: 230/235
Average waiting ticks: 400.83
Longest waiting passenger: P105->29D(RIGHT)
Longest waiting ticks: 2279

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 6
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1613
Regions dissolved: 2
Repeated reconstructions avoided: 1613
Largest region lifetime: 1570
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1570:occupied=5
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1549
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1708
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 29
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1708
Reservations granted: 1708
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 6675
Longest unresolved passenger ID: 128
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P170(27E/RIGHT) -> P33(30G/RIGHT) -> P155(28G/RIGHT) -> P128(30F/RIGHT) -> P105(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 170
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 13109
Total stationary ticks: 103859
Seat-event requests: 1828
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 105
Critical blocker identity: P105->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P105(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P128(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P155(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P33(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P170(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1569
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 29
Rear-boundary failures: 1569
Middle-bank reservation failures: 0
Active-event deferrals: 562
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1826\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:39
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 394.17
Longest waiting passenger: P133->5B(LEFT)
Longest waiting ticks: 814

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 44
Regions dissolved: 2
Repeated reconstructions avoided: 44
Largest region lifetime: 34
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1717
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 142
Reservations granted: 142
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4251
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5354
Total stationary ticks: 96093
Seat-event requests: 264
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:39
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.63
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4587
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5751
Total stationary ticks: 94043
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 587
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 587
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:39
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.62
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4592
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5750
Total stationary ticks: 94042
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 583
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 583
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:39
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:39
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:39
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.84
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 13
Cluster candidates evaluated: 14
Executable cluster candidates: 1
Rejected cluster candidates: 13
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1562
State changes reopening evaluation: 12
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16258
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26140
Total stationary ticks: 153459
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1100
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:39
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.87
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1564
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16243
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26119
Total stationary ticks: 153453
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1095
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:39
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:39
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:39
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.31
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4313
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8439
Total stationary ticks: 96156
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 545
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:39
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.32
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4308
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8438
Total stationary ticks: 96155
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 546
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:39
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2324
Passengers seated: 225/235
Average waiting ticks: 403.89
Longest waiting passenger: P83->29H(RIGHT)
Longest waiting ticks: 2280

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 10
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1684
Regions dissolved: 1
Repeated reconstructions avoided: 1684
Largest region lifetime: 1673
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1673:occupied=10
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1540
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 38
Multiple-blocker events: 5
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1823
Maximum occupied tiles: 16
Seat events: 114
Single-blocker events: 32
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 122
Reservations granted: 120
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 8
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 12770
Longest unresolved passenger ID: 219
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 9
Longest dependency chain: P122(28F/RIGHT) -> P197(26G/RIGHT) -> P3(24H/RIGHT) -> P109(27C/RIGHT) -> P38(26C/RIGHT) -> P207(28H/RIGHT) -> P15(30H/RIGHT) -> P219(30G/RIGHT) -> P83(29H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 122
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 8
Total blocked ticks: 20545
Total stationary ticks: 110417
Seat-event requests: 1790
Failed seat-event starts: 1565

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 83
Critical blocker identity: P83->29H(RIGHT)
Direct fan-out: 1
Total indirect descendants: 8
Critical tree size including blocker: 9
Critical tree depth: 9
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 10
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P83(29H/RIGHT/WAITING_FOR_SEAT_EVENT)
  P219(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P15(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P207(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P38(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P109(27C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P3(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P197(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P122(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1565
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 123
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1565
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 677
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[123]: P123(30D/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P123->30D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P123{seat=30D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=623,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 30
Current unavailable yield tiles: 30
Current yield-tile occupants: 123
Final row-event chain: 83|123
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1791\nPrecedence substitutions made: 0\nDependency chains followed: 1555\nBlocked by waiting-row occupant: 1555\nSubstituted events started: 1\nOccupied-space rejections: 1566\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:39
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 891
Passengers seated: 235/235
Average waiting ticks: 391.23
Longest waiting passenger: P122->28F(RIGHT)
Longest waiting ticks: 823

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 37
Multiple-blocker events: 6
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 1846
Maximum occupied tiles: 12
Seat events: 124
Single-blocker events: 37
Multiple-blocker events: 12
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 123
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4149
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5109
Total stationary ticks: 95294
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 493
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 493
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:39
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.29
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5689
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 593
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 593
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:39
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.30
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5694
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 595
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 595
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:39
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:39
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:39
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4304
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5385
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:39
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4303
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5384
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:39
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:39
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:39
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
============================================================
Date/Time: 2026-07-17 11:29:39
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 54
SUCCESSFUL TRANSITION SIGNATURE CATALOGUE
************************************************************
Experiment seed: 9783790101901
Scenarios executed: 60
Successful completions: 43
Incomplete/MAX_TICKS: 17
Average completed ticks: 1391.40
Average waiting ticks: 460.32
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:03
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:03
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:03
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:03
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:03
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.28
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8069
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9772
Total stationary ticks: 213222
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 782
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 782
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:03
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.23
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8079
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9784
Total stationary ticks: 213224
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 775
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 775
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:03
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20936
Total stationary ticks: 204785
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 388
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:03
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20922
Total stationary ticks: 204781
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 380
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:03
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:03
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:03
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2349
Passengers seated: 226/235
Average waiting ticks: 412.04
Longest waiting passenger: P148->22D(RIGHT)
Longest waiting ticks: 2308

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 10
Cluster candidates evaluated: 3
Executable cluster candidates: 1
Rejected cluster candidates: 2
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 9
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1602
Regions dissolved: 2
Repeated reconstructions avoided: 1602
Largest region lifetime: 1574
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1574:occupied=9
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1520
State changes reopening evaluation: 9
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1850
Maximum occupied tiles: 13
Seat events: 115
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1668
Reservations granted: 1665
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 7
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11128
Longest unresolved passenger ID: 198
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 7
Longest dependency chain: P102(27G/RIGHT) -> P111(26C/RIGHT) -> P180(26D/RIGHT) -> P228(28H/RIGHT) -> P123(29E/RIGHT) -> P198(30F/RIGHT) -> P69(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 102
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 7
Total blocked ticks: 18631
Total stationary ticks: 110660
Seat-event requests: 1780
Failed seat-event starts: 1554

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 69
Critical blocker identity: P69->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 6
Critical tree size including blocker: 7
Critical tree depth: 7
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 9
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P69(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P198(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P123(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P228(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P180(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P111(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P102(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1519
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1519
Rear-boundary failures: 35
Middle-bank reservation failures: 3
Active-event deferrals: 539
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1782\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1522\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:03
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 892
Passengers seated: 235/235
Average waiting ticks: 399.84
Longest waiting passenger: P204->17E(RIGHT)
Longest waiting ticks: 844

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1872
Maximum occupied tiles: 11
Seat events: 124
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 134
Reservations granted: 131
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3993
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4927
Total stationary ticks: 97124
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 507
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 507
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:03
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.76
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6822
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8389
Total stationary ticks: 218685
Seat-event requests: 375
Failed seat-event starts: 22

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 864
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 22
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 864
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:03
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.79
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6817
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8387
Total stationary ticks: 218684
Seat-event requests: 374
Failed seat-event starts: 21

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 871
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 21
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 871
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:03
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.57
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4487
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5649
Total stationary ticks: 93738
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 539
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 539
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:03
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.62
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4472
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5637
Total stationary ticks: 93736
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 542
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 542
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:03
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:03
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:03
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.61
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4339
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10065
Total stationary ticks: 99506
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 484
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:03
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.60
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4349
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10071
Total stationary ticks: 99508
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 485
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:03
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.29
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8010
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9374
Total stationary ticks: 212715
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 643
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 643
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:03
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.32
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7975
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9381
Total stationary ticks: 212716
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 654
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 654
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:03
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 383.92
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 125
Reservations denied/waited: 10
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4421
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5748
Total stationary ticks: 94039
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 646
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 10
Active-event deferrals: 646
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:03
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 384.07
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 133
Reservations granted: 125
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4381
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5693
Total stationary ticks: 94024
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 645
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 645
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.16
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 13
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5609
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14637
Total stationary ticks: 144501
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 702
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=925,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:04
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.23
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5567
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14536
Total stationary ticks: 144436
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 689
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.22
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5688
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7053
Total stationary ticks: 134674
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:04
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.18
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5713
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7065
Total stationary ticks: 134676
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 656
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 656
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.27
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5393
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 714
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 714
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:04
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.25
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5398
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 709
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 709
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.96
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6661
Total stationary ticks: 136880
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 528
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 528
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:04
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.97
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6655
Total stationary ticks: 136878
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 527
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 527
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.66
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5622
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6765
Total stationary ticks: 135723
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:04
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.69
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5612
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6786
Total stationary ticks: 135730
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 574
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 574
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:04
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2347
Passengers seated: 230/235
Average waiting ticks: 400.83
Longest waiting passenger: P105->29D(RIGHT)
Longest waiting ticks: 2279

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 6
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1613
Regions dissolved: 2
Repeated reconstructions avoided: 1613
Largest region lifetime: 1570
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1570:occupied=5
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1549
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1708
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 29
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1708
Reservations granted: 1708
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 6675
Longest unresolved passenger ID: 128
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P170(27E/RIGHT) -> P33(30G/RIGHT) -> P155(28G/RIGHT) -> P128(30F/RIGHT) -> P105(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 170
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 13109
Total stationary ticks: 103859
Seat-event requests: 1828
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 105
Critical blocker identity: P105->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P105(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P128(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P155(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P33(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P170(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1569
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 29
Rear-boundary failures: 1569
Middle-bank reservation failures: 0
Active-event deferrals: 562
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1826\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:04
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 394.17
Longest waiting passenger: P133->5B(LEFT)
Longest waiting ticks: 814

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 44
Regions dissolved: 2
Repeated reconstructions avoided: 44
Largest region lifetime: 34
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1717
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 142
Reservations granted: 142
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4251
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5354
Total stationary ticks: 96093
Seat-event requests: 264
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.63
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4587
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5751
Total stationary ticks: 94043
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 587
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 587
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:04
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.62
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4592
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5750
Total stationary ticks: 94042
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 583
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 583
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:04
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.84
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 13
Cluster candidates evaluated: 14
Executable cluster candidates: 1
Rejected cluster candidates: 13
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1562
State changes reopening evaluation: 12
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16258
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26140
Total stationary ticks: 153459
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1100
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:04
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.87
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1564
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16243
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26119
Total stationary ticks: 153453
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1095
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:04
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.31
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4313
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8439
Total stationary ticks: 96156
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 545
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:04
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.32
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4308
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8438
Total stationary ticks: 96155
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 546
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2324
Passengers seated: 225/235
Average waiting ticks: 403.89
Longest waiting passenger: P83->29H(RIGHT)
Longest waiting ticks: 2280

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 10
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1684
Regions dissolved: 1
Repeated reconstructions avoided: 1684
Largest region lifetime: 1673
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1673:occupied=10
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1540
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 38
Multiple-blocker events: 5
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1823
Maximum occupied tiles: 16
Seat events: 114
Single-blocker events: 32
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 122
Reservations granted: 120
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 8
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 12770
Longest unresolved passenger ID: 219
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 9
Longest dependency chain: P122(28F/RIGHT) -> P197(26G/RIGHT) -> P3(24H/RIGHT) -> P109(27C/RIGHT) -> P38(26C/RIGHT) -> P207(28H/RIGHT) -> P15(30H/RIGHT) -> P219(30G/RIGHT) -> P83(29H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 122
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 8
Total blocked ticks: 20545
Total stationary ticks: 110417
Seat-event requests: 1790
Failed seat-event starts: 1565

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 83
Critical blocker identity: P83->29H(RIGHT)
Direct fan-out: 1
Total indirect descendants: 8
Critical tree size including blocker: 9
Critical tree depth: 9
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 10
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P83(29H/RIGHT/WAITING_FOR_SEAT_EVENT)
  P219(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P15(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P207(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P38(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P109(27C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P3(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P197(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P122(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1565
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 123
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1565
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 677
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[123]: P123(30D/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P123->30D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P123{seat=30D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=623,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 30
Current unavailable yield tiles: 30
Current yield-tile occupants: 123
Final row-event chain: 83|123
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1791\nPrecedence substitutions made: 0\nDependency chains followed: 1555\nBlocked by waiting-row occupant: 1555\nSubstituted events started: 1\nOccupied-space rejections: 1566\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:04
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 891
Passengers seated: 235/235
Average waiting ticks: 391.23
Longest waiting passenger: P122->28F(RIGHT)
Longest waiting ticks: 823

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 37
Multiple-blocker events: 6
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 1846
Maximum occupied tiles: 12
Seat events: 124
Single-blocker events: 37
Multiple-blocker events: 12
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 123
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4149
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5109
Total stationary ticks: 95294
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 493
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 493
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.29
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5689
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 593
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 593
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:04
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.30
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5694
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 595
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 595
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:04
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4304
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5385
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:04
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4303
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5384
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:04
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
============================================================
Date/Time: 2026-07-17 11:39:04
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 55
MATCHED NEUTRAL CONTRAST ANALYSIS
************************************************************
Experiment seed: 9783790101901
Scenarios executed: 60
Successful completions: 43
Incomplete/MAX_TICKS: 17
Average completed ticks: 1391.40
Average waiting ticks: 460.32
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:13
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:13
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:13
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:13
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:13
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.28
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8069
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9772
Total stationary ticks: 213222
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 782
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 782
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:13
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.23
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8079
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9784
Total stationary ticks: 213224
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 775
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 775
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:13
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20936
Total stationary ticks: 204785
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 388
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:13
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20922
Total stationary ticks: 204781
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 380
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:13
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:13
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:13
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2349
Passengers seated: 226/235
Average waiting ticks: 412.04
Longest waiting passenger: P148->22D(RIGHT)
Longest waiting ticks: 2308

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 10
Cluster candidates evaluated: 3
Executable cluster candidates: 1
Rejected cluster candidates: 2
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 9
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1602
Regions dissolved: 2
Repeated reconstructions avoided: 1602
Largest region lifetime: 1574
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1574:occupied=9
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1520
State changes reopening evaluation: 9
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1850
Maximum occupied tiles: 13
Seat events: 115
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1668
Reservations granted: 1665
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 7
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11128
Longest unresolved passenger ID: 198
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 7
Longest dependency chain: P102(27G/RIGHT) -> P111(26C/RIGHT) -> P180(26D/RIGHT) -> P228(28H/RIGHT) -> P123(29E/RIGHT) -> P198(30F/RIGHT) -> P69(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 102
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 7
Total blocked ticks: 18631
Total stationary ticks: 110660
Seat-event requests: 1780
Failed seat-event starts: 1554

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 69
Critical blocker identity: P69->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 6
Critical tree size including blocker: 7
Critical tree depth: 7
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 9
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P69(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P198(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P123(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P228(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P180(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P111(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P102(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1519
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1519
Rear-boundary failures: 35
Middle-bank reservation failures: 3
Active-event deferrals: 539
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1782\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1522\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:13
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 892
Passengers seated: 235/235
Average waiting ticks: 399.84
Longest waiting passenger: P204->17E(RIGHT)
Longest waiting ticks: 844

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1872
Maximum occupied tiles: 11
Seat events: 124
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 134
Reservations granted: 131
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3993
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4927
Total stationary ticks: 97124
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 507
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 507
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:13
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.76
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6822
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8389
Total stationary ticks: 218685
Seat-event requests: 375
Failed seat-event starts: 22

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 864
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 22
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 864
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:13
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.79
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6817
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8387
Total stationary ticks: 218684
Seat-event requests: 374
Failed seat-event starts: 21

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 871
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 21
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 871
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:13
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.57
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4487
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5649
Total stationary ticks: 93738
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 539
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 539
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:13
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.62
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4472
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5637
Total stationary ticks: 93736
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 542
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 542
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:13
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:13
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:13
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.61
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4339
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10065
Total stationary ticks: 99506
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 484
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:13
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.60
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4349
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10071
Total stationary ticks: 99508
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 485
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:14
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.29
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8010
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9374
Total stationary ticks: 212715
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 643
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 643
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:14
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.32
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7975
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9381
Total stationary ticks: 212716
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 654
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 654
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:14
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 383.92
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 125
Reservations denied/waited: 10
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4421
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5748
Total stationary ticks: 94039
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 646
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 10
Active-event deferrals: 646
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:14
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 384.07
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 133
Reservations granted: 125
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4381
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5693
Total stationary ticks: 94024
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 645
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 645
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:14
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.16
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 13
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5609
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14637
Total stationary ticks: 144501
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 702
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=925,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:14
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.23
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5567
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14536
Total stationary ticks: 144436
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 689
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:14
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.22
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5688
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7053
Total stationary ticks: 134674
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:14
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.18
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5713
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7065
Total stationary ticks: 134676
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 656
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 656
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:14
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.27
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5393
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 714
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 714
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:14
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.25
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5398
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 709
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 709
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:14
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.96
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6661
Total stationary ticks: 136880
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 528
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 528
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:14
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.97
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6655
Total stationary ticks: 136878
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 527
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 527
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:14
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.66
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5622
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6765
Total stationary ticks: 135723
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:14
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.69
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5612
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6786
Total stationary ticks: 135730
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 574
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 574
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:14
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:14
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:14
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2347
Passengers seated: 230/235
Average waiting ticks: 400.83
Longest waiting passenger: P105->29D(RIGHT)
Longest waiting ticks: 2279

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 6
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1613
Regions dissolved: 2
Repeated reconstructions avoided: 1613
Largest region lifetime: 1570
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1570:occupied=5
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1549
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1708
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 29
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1708
Reservations granted: 1708
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 6675
Longest unresolved passenger ID: 128
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P170(27E/RIGHT) -> P33(30G/RIGHT) -> P155(28G/RIGHT) -> P128(30F/RIGHT) -> P105(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 170
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 13109
Total stationary ticks: 103859
Seat-event requests: 1828
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 105
Critical blocker identity: P105->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P105(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P128(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P155(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P33(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P170(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1569
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 29
Rear-boundary failures: 1569
Middle-bank reservation failures: 0
Active-event deferrals: 562
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1826\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:14
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 394.17
Longest waiting passenger: P133->5B(LEFT)
Longest waiting ticks: 814

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 44
Regions dissolved: 2
Repeated reconstructions avoided: 44
Largest region lifetime: 34
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1717
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 142
Reservations granted: 142
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4251
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5354
Total stationary ticks: 96093
Seat-event requests: 264
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:14
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.63
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4587
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5751
Total stationary ticks: 94043
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 587
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 587
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:14
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.62
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4592
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5750
Total stationary ticks: 94042
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 583
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 583
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:14
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:14
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:14
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.84
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 13
Cluster candidates evaluated: 14
Executable cluster candidates: 1
Rejected cluster candidates: 13
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1562
State changes reopening evaluation: 12
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16258
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26140
Total stationary ticks: 153459
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1100
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:14
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.87
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1564
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16243
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26119
Total stationary ticks: 153453
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1095
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:14
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:14
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:14
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.31
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4313
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8439
Total stationary ticks: 96156
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 545
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:14
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.32
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4308
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8438
Total stationary ticks: 96155
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 546
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:14
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2324
Passengers seated: 225/235
Average waiting ticks: 403.89
Longest waiting passenger: P83->29H(RIGHT)
Longest waiting ticks: 2280

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 10
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1684
Regions dissolved: 1
Repeated reconstructions avoided: 1684
Largest region lifetime: 1673
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1673:occupied=10
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1540
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 38
Multiple-blocker events: 5
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1823
Maximum occupied tiles: 16
Seat events: 114
Single-blocker events: 32
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 122
Reservations granted: 120
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 8
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 12770
Longest unresolved passenger ID: 219
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 9
Longest dependency chain: P122(28F/RIGHT) -> P197(26G/RIGHT) -> P3(24H/RIGHT) -> P109(27C/RIGHT) -> P38(26C/RIGHT) -> P207(28H/RIGHT) -> P15(30H/RIGHT) -> P219(30G/RIGHT) -> P83(29H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 122
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 8
Total blocked ticks: 20545
Total stationary ticks: 110417
Seat-event requests: 1790
Failed seat-event starts: 1565

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 83
Critical blocker identity: P83->29H(RIGHT)
Direct fan-out: 1
Total indirect descendants: 8
Critical tree size including blocker: 9
Critical tree depth: 9
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 10
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P83(29H/RIGHT/WAITING_FOR_SEAT_EVENT)
  P219(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P15(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P207(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P38(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P109(27C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P3(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P197(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P122(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1565
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 123
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1565
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 677
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[123]: P123(30D/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P123->30D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P123{seat=30D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=623,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 30
Current unavailable yield tiles: 30
Current yield-tile occupants: 123
Final row-event chain: 83|123
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1791\nPrecedence substitutions made: 0\nDependency chains followed: 1555\nBlocked by waiting-row occupant: 1555\nSubstituted events started: 1\nOccupied-space rejections: 1566\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:14
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 891
Passengers seated: 235/235
Average waiting ticks: 391.23
Longest waiting passenger: P122->28F(RIGHT)
Longest waiting ticks: 823

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 37
Multiple-blocker events: 6
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 1846
Maximum occupied tiles: 12
Seat events: 124
Single-blocker events: 37
Multiple-blocker events: 12
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 123
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4149
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5109
Total stationary ticks: 95294
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 493
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 493
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:14
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.29
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5689
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 593
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 593
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:14
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.30
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5694
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 595
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 595
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:14
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:14
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:14
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4304
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5385
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:14
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4303
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5384
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:14
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:14
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:14
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
============================================================
Date/Time: 2026-07-17 11:55:14
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 56
EXPLANATORY PATHWAY SYNTHESIS
************************************************************
Experiment seed: 9783790101901
Scenarios executed: 60
Successful completions: 43
Incomplete/MAX_TICKS: 17
Average completed ticks: 1391.40
Average waiting ticks: 460.32
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:11
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:11
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:11
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:11
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:12
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.28
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8069
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9772
Total stationary ticks: 213222
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 782
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 782
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:12
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.23
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8079
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9784
Total stationary ticks: 213224
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 775
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 775
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:12
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20936
Total stationary ticks: 204785
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 388
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:12
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20922
Total stationary ticks: 204781
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 380
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:12
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:12
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:12
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2349
Passengers seated: 226/235
Average waiting ticks: 412.04
Longest waiting passenger: P148->22D(RIGHT)
Longest waiting ticks: 2308

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 10
Cluster candidates evaluated: 3
Executable cluster candidates: 1
Rejected cluster candidates: 2
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 9
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1602
Regions dissolved: 2
Repeated reconstructions avoided: 1602
Largest region lifetime: 1574
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1574:occupied=9
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1520
State changes reopening evaluation: 9
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1850
Maximum occupied tiles: 13
Seat events: 115
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1668
Reservations granted: 1665
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 7
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11128
Longest unresolved passenger ID: 198
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 7
Longest dependency chain: P102(27G/RIGHT) -> P111(26C/RIGHT) -> P180(26D/RIGHT) -> P228(28H/RIGHT) -> P123(29E/RIGHT) -> P198(30F/RIGHT) -> P69(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 102
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 7
Total blocked ticks: 18631
Total stationary ticks: 110660
Seat-event requests: 1780
Failed seat-event starts: 1554

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 69
Critical blocker identity: P69->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 6
Critical tree size including blocker: 7
Critical tree depth: 7
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 9
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P69(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P198(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P123(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P228(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P180(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P111(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P102(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1519
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1519
Rear-boundary failures: 35
Middle-bank reservation failures: 3
Active-event deferrals: 539
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1782\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1522\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:12
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 892
Passengers seated: 235/235
Average waiting ticks: 399.84
Longest waiting passenger: P204->17E(RIGHT)
Longest waiting ticks: 844

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1872
Maximum occupied tiles: 11
Seat events: 124
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 134
Reservations granted: 131
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3993
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4927
Total stationary ticks: 97124
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 507
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 507
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:12
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.76
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6822
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8389
Total stationary ticks: 218685
Seat-event requests: 375
Failed seat-event starts: 22

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 864
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 22
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 864
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:12
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.79
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6817
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8387
Total stationary ticks: 218684
Seat-event requests: 374
Failed seat-event starts: 21

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 871
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 21
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 871
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:12
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.57
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4487
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5649
Total stationary ticks: 93738
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 539
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 539
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:12
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.62
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4472
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5637
Total stationary ticks: 93736
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 542
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 542
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:12
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:12
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:12
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.61
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4339
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10065
Total stationary ticks: 99506
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 484
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:12
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.60
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4349
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10071
Total stationary ticks: 99508
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 485
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:12
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.29
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8010
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9374
Total stationary ticks: 212715
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 643
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 643
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:12
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.32
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7975
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9381
Total stationary ticks: 212716
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 654
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 654
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:12
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 383.92
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 125
Reservations denied/waited: 10
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4421
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5748
Total stationary ticks: 94039
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 646
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 10
Active-event deferrals: 646
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:12
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 384.07
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 133
Reservations granted: 125
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4381
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5693
Total stationary ticks: 94024
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 645
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 645
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:12
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.16
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 13
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5609
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14637
Total stationary ticks: 144501
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 702
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=925,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:12
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.23
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5567
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14536
Total stationary ticks: 144436
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 689
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:12
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.22
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5688
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7053
Total stationary ticks: 134674
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:12
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.18
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5713
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7065
Total stationary ticks: 134676
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 656
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 656
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:12
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.27
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5393
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 714
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 714
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:12
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.25
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5398
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 709
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 709
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:12
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.96
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6661
Total stationary ticks: 136880
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 528
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 528
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:12
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.97
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6655
Total stationary ticks: 136878
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 527
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 527
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:12
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.66
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5622
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6765
Total stationary ticks: 135723
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:12
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.69
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5612
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6786
Total stationary ticks: 135730
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 574
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 574
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:12
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:12
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:12
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2347
Passengers seated: 230/235
Average waiting ticks: 400.83
Longest waiting passenger: P105->29D(RIGHT)
Longest waiting ticks: 2279

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 6
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1613
Regions dissolved: 2
Repeated reconstructions avoided: 1613
Largest region lifetime: 1570
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1570:occupied=5
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1549
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1708
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 29
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1708
Reservations granted: 1708
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 6675
Longest unresolved passenger ID: 128
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P170(27E/RIGHT) -> P33(30G/RIGHT) -> P155(28G/RIGHT) -> P128(30F/RIGHT) -> P105(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 170
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 13109
Total stationary ticks: 103859
Seat-event requests: 1828
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 105
Critical blocker identity: P105->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P105(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P128(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P155(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P33(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P170(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1569
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 29
Rear-boundary failures: 1569
Middle-bank reservation failures: 0
Active-event deferrals: 562
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1826\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:12
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 394.17
Longest waiting passenger: P133->5B(LEFT)
Longest waiting ticks: 814

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 44
Regions dissolved: 2
Repeated reconstructions avoided: 44
Largest region lifetime: 34
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1717
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 142
Reservations granted: 142
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4251
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5354
Total stationary ticks: 96093
Seat-event requests: 264
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:12
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.63
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4587
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5751
Total stationary ticks: 94043
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 587
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 587
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:12
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.62
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4592
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5750
Total stationary ticks: 94042
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 583
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 583
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:12
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:12
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:12
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.84
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 13
Cluster candidates evaluated: 14
Executable cluster candidates: 1
Rejected cluster candidates: 13
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1562
State changes reopening evaluation: 12
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16258
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26140
Total stationary ticks: 153459
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1100
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:12
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.87
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1564
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16243
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26119
Total stationary ticks: 153453
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1095
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:12
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:12
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:12
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.31
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4313
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8439
Total stationary ticks: 96156
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 545
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:12
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.32
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4308
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8438
Total stationary ticks: 96155
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 546
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:12
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2324
Passengers seated: 225/235
Average waiting ticks: 403.89
Longest waiting passenger: P83->29H(RIGHT)
Longest waiting ticks: 2280

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 10
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1684
Regions dissolved: 1
Repeated reconstructions avoided: 1684
Largest region lifetime: 1673
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1673:occupied=10
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1540
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 38
Multiple-blocker events: 5
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1823
Maximum occupied tiles: 16
Seat events: 114
Single-blocker events: 32
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 122
Reservations granted: 120
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 8
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 12770
Longest unresolved passenger ID: 219
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 9
Longest dependency chain: P122(28F/RIGHT) -> P197(26G/RIGHT) -> P3(24H/RIGHT) -> P109(27C/RIGHT) -> P38(26C/RIGHT) -> P207(28H/RIGHT) -> P15(30H/RIGHT) -> P219(30G/RIGHT) -> P83(29H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 122
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 8
Total blocked ticks: 20545
Total stationary ticks: 110417
Seat-event requests: 1790
Failed seat-event starts: 1565

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 83
Critical blocker identity: P83->29H(RIGHT)
Direct fan-out: 1
Total indirect descendants: 8
Critical tree size including blocker: 9
Critical tree depth: 9
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 10
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P83(29H/RIGHT/WAITING_FOR_SEAT_EVENT)
  P219(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P15(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P207(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P38(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P109(27C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P3(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P197(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P122(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1565
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 123
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1565
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 677
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[123]: P123(30D/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P123->30D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P123{seat=30D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=623,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 30
Current unavailable yield tiles: 30
Current yield-tile occupants: 123
Final row-event chain: 83|123
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1791\nPrecedence substitutions made: 0\nDependency chains followed: 1555\nBlocked by waiting-row occupant: 1555\nSubstituted events started: 1\nOccupied-space rejections: 1566\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:12
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 891
Passengers seated: 235/235
Average waiting ticks: 391.23
Longest waiting passenger: P122->28F(RIGHT)
Longest waiting ticks: 823

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 37
Multiple-blocker events: 6
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 1846
Maximum occupied tiles: 12
Seat events: 124
Single-blocker events: 37
Multiple-blocker events: 12
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 123
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4149
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5109
Total stationary ticks: 95294
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 493
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 493
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:12
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.29
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5689
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 593
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 593
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:12
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.30
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5694
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 595
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 595
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:12
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:12
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:12
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4304
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5385
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:12
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4303
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5384
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:12
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:12
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:12
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
============================================================
Date/Time: 2026-07-17 12:12:12
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 57
DETERMINISTIC EVIDENCE SUFFICIENCY AUDIT
************************************************************
Experiment seed: 9783790101901
Scenarios executed: 60
Successful completions: 43
Incomplete/MAX_TICKS: 17
Average completed ticks: 1391.40
Average waiting ticks: 460.32
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:22
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:22
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:22
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:22
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:22
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.28
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8069
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9772
Total stationary ticks: 213222
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 782
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 782
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:22
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.23
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8079
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9784
Total stationary ticks: 213224
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 775
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 775
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:22
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20936
Total stationary ticks: 204785
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 388
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:22
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20922
Total stationary ticks: 204781
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 380
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:22
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:22
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:22
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2349
Passengers seated: 226/235
Average waiting ticks: 412.04
Longest waiting passenger: P148->22D(RIGHT)
Longest waiting ticks: 2308

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 10
Cluster candidates evaluated: 3
Executable cluster candidates: 1
Rejected cluster candidates: 2
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 9
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1602
Regions dissolved: 2
Repeated reconstructions avoided: 1602
Largest region lifetime: 1574
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1574:occupied=9
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1520
State changes reopening evaluation: 9
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1850
Maximum occupied tiles: 13
Seat events: 115
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1668
Reservations granted: 1665
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 7
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11128
Longest unresolved passenger ID: 198
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 7
Longest dependency chain: P102(27G/RIGHT) -> P111(26C/RIGHT) -> P180(26D/RIGHT) -> P228(28H/RIGHT) -> P123(29E/RIGHT) -> P198(30F/RIGHT) -> P69(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 102
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 7
Total blocked ticks: 18631
Total stationary ticks: 110660
Seat-event requests: 1780
Failed seat-event starts: 1554

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 69
Critical blocker identity: P69->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 6
Critical tree size including blocker: 7
Critical tree depth: 7
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 9
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P69(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P198(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P123(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P228(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P180(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P111(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P102(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1519
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1519
Rear-boundary failures: 35
Middle-bank reservation failures: 3
Active-event deferrals: 539
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1782\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1522\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:22
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 892
Passengers seated: 235/235
Average waiting ticks: 399.84
Longest waiting passenger: P204->17E(RIGHT)
Longest waiting ticks: 844

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1872
Maximum occupied tiles: 11
Seat events: 124
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 134
Reservations granted: 131
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3993
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4927
Total stationary ticks: 97124
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 507
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 507
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:22
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.76
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6822
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8389
Total stationary ticks: 218685
Seat-event requests: 375
Failed seat-event starts: 22

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 864
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 22
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 864
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:22
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.79
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6817
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8387
Total stationary ticks: 218684
Seat-event requests: 374
Failed seat-event starts: 21

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 871
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 21
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 871
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:22
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.57
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4487
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5649
Total stationary ticks: 93738
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 539
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 539
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:22
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.62
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4472
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5637
Total stationary ticks: 93736
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 542
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 542
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:22
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:22
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:23
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.61
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4339
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10065
Total stationary ticks: 99506
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 484
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:23
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.60
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4349
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10071
Total stationary ticks: 99508
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 485
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:23
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.29
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8010
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9374
Total stationary ticks: 212715
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 643
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 643
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:23
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.32
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7975
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9381
Total stationary ticks: 212716
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 654
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 654
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:23
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 383.92
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 125
Reservations denied/waited: 10
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4421
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5748
Total stationary ticks: 94039
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 646
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 10
Active-event deferrals: 646
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:23
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 384.07
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 133
Reservations granted: 125
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4381
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5693
Total stationary ticks: 94024
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 645
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 645
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:23
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.16
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 13
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5609
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14637
Total stationary ticks: 144501
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 702
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=925,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:23
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.23
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5567
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14536
Total stationary ticks: 144436
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 689
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:23
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.22
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5688
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7053
Total stationary ticks: 134674
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:23
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.18
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5713
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7065
Total stationary ticks: 134676
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 656
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 656
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:23
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.27
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5393
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 714
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 714
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:23
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.25
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5398
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 709
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 709
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:23
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.96
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6661
Total stationary ticks: 136880
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 528
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 528
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:23
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.97
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6655
Total stationary ticks: 136878
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 527
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 527
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:23
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.66
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5622
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6765
Total stationary ticks: 135723
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:23
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.69
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5612
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6786
Total stationary ticks: 135730
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 574
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 574
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:23
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:23
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:23
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2347
Passengers seated: 230/235
Average waiting ticks: 400.83
Longest waiting passenger: P105->29D(RIGHT)
Longest waiting ticks: 2279

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 6
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1613
Regions dissolved: 2
Repeated reconstructions avoided: 1613
Largest region lifetime: 1570
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1570:occupied=5
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1549
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1708
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 29
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1708
Reservations granted: 1708
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 6675
Longest unresolved passenger ID: 128
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P170(27E/RIGHT) -> P33(30G/RIGHT) -> P155(28G/RIGHT) -> P128(30F/RIGHT) -> P105(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 170
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 13109
Total stationary ticks: 103859
Seat-event requests: 1828
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 105
Critical blocker identity: P105->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P105(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P128(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P155(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P33(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P170(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1569
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 29
Rear-boundary failures: 1569
Middle-bank reservation failures: 0
Active-event deferrals: 562
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1826\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:23
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 394.17
Longest waiting passenger: P133->5B(LEFT)
Longest waiting ticks: 814

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 44
Regions dissolved: 2
Repeated reconstructions avoided: 44
Largest region lifetime: 34
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1717
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 142
Reservations granted: 142
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4251
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5354
Total stationary ticks: 96093
Seat-event requests: 264
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:23
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.63
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4587
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5751
Total stationary ticks: 94043
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 587
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 587
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:23
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.62
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4592
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5750
Total stationary ticks: 94042
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 583
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 583
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:23
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:23
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:23
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.84
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 13
Cluster candidates evaluated: 14
Executable cluster candidates: 1
Rejected cluster candidates: 13
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1562
State changes reopening evaluation: 12
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16258
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26140
Total stationary ticks: 153459
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1100
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:23
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.87
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1564
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16243
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26119
Total stationary ticks: 153453
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1095
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:23
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:23
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:23
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.31
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4313
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8439
Total stationary ticks: 96156
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 545
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:23
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.32
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4308
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8438
Total stationary ticks: 96155
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 546
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:24
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2324
Passengers seated: 225/235
Average waiting ticks: 403.89
Longest waiting passenger: P83->29H(RIGHT)
Longest waiting ticks: 2280

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 10
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1684
Regions dissolved: 1
Repeated reconstructions avoided: 1684
Largest region lifetime: 1673
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1673:occupied=10
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1540
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 38
Multiple-blocker events: 5
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1823
Maximum occupied tiles: 16
Seat events: 114
Single-blocker events: 32
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 122
Reservations granted: 120
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 8
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 12770
Longest unresolved passenger ID: 219
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 9
Longest dependency chain: P122(28F/RIGHT) -> P197(26G/RIGHT) -> P3(24H/RIGHT) -> P109(27C/RIGHT) -> P38(26C/RIGHT) -> P207(28H/RIGHT) -> P15(30H/RIGHT) -> P219(30G/RIGHT) -> P83(29H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 122
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 8
Total blocked ticks: 20545
Total stationary ticks: 110417
Seat-event requests: 1790
Failed seat-event starts: 1565

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 83
Critical blocker identity: P83->29H(RIGHT)
Direct fan-out: 1
Total indirect descendants: 8
Critical tree size including blocker: 9
Critical tree depth: 9
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 10
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P83(29H/RIGHT/WAITING_FOR_SEAT_EVENT)
  P219(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P15(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P207(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P38(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P109(27C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P3(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P197(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P122(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1565
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 123
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1565
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 677
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[123]: P123(30D/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P123->30D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P123{seat=30D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=623,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 30
Current unavailable yield tiles: 30
Current yield-tile occupants: 123
Final row-event chain: 83|123
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1791\nPrecedence substitutions made: 0\nDependency chains followed: 1555\nBlocked by waiting-row occupant: 1555\nSubstituted events started: 1\nOccupied-space rejections: 1566\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:24
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 891
Passengers seated: 235/235
Average waiting ticks: 391.23
Longest waiting passenger: P122->28F(RIGHT)
Longest waiting ticks: 823

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 37
Multiple-blocker events: 6
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 1846
Maximum occupied tiles: 12
Seat events: 124
Single-blocker events: 37
Multiple-blocker events: 12
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 123
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4149
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5109
Total stationary ticks: 95294
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 493
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 493
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:24
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.29
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5689
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 593
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 593
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:24
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.30
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5694
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 595
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 595
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:24
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:24
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:24
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4304
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5385
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:24
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4303
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5384
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:24
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:24
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:24
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
============================================================
Date/Time: 2026-07-17 12:24:24
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 58
DETERMINISTIC EXPLANATORY ROBUSTNESS AUDIT
************************************************************
Experiment seed: 9783790101901
Scenarios executed: 60
Successful completions: 43
Incomplete/MAX_TICKS: 17
Average completed ticks: 1391.40
Average waiting ticks: 460.32
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:23
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:23
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:23
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:23
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:23
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.28
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8069
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9772
Total stationary ticks: 213222
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 782
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 782
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:23
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.23
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8079
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9784
Total stationary ticks: 213224
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 775
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 775
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:23
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20936
Total stationary ticks: 204785
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 388
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:23
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20922
Total stationary ticks: 204781
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 380
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:23
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:23
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:23
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2349
Passengers seated: 226/235
Average waiting ticks: 412.04
Longest waiting passenger: P148->22D(RIGHT)
Longest waiting ticks: 2308

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 10
Cluster candidates evaluated: 3
Executable cluster candidates: 1
Rejected cluster candidates: 2
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 9
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1602
Regions dissolved: 2
Repeated reconstructions avoided: 1602
Largest region lifetime: 1574
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1574:occupied=9
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1520
State changes reopening evaluation: 9
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1850
Maximum occupied tiles: 13
Seat events: 115
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1668
Reservations granted: 1665
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 7
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11128
Longest unresolved passenger ID: 198
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 7
Longest dependency chain: P102(27G/RIGHT) -> P111(26C/RIGHT) -> P180(26D/RIGHT) -> P228(28H/RIGHT) -> P123(29E/RIGHT) -> P198(30F/RIGHT) -> P69(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 102
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 7
Total blocked ticks: 18631
Total stationary ticks: 110660
Seat-event requests: 1780
Failed seat-event starts: 1554

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 69
Critical blocker identity: P69->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 6
Critical tree size including blocker: 7
Critical tree depth: 7
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 9
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P69(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P198(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P123(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P228(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P180(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P111(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P102(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1519
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1519
Rear-boundary failures: 35
Middle-bank reservation failures: 3
Active-event deferrals: 539
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1782\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1522\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:23
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 892
Passengers seated: 235/235
Average waiting ticks: 399.84
Longest waiting passenger: P204->17E(RIGHT)
Longest waiting ticks: 844

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1872
Maximum occupied tiles: 11
Seat events: 124
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 134
Reservations granted: 131
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3993
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4927
Total stationary ticks: 97124
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 507
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 507
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:23
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.76
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6822
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8389
Total stationary ticks: 218685
Seat-event requests: 375
Failed seat-event starts: 22

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 864
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 22
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 864
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:23
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.79
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6817
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8387
Total stationary ticks: 218684
Seat-event requests: 374
Failed seat-event starts: 21

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 871
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 21
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 871
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:23
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.57
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4487
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5649
Total stationary ticks: 93738
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 539
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 539
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:23
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.62
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4472
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5637
Total stationary ticks: 93736
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 542
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 542
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:23
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:23
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:23
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.61
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4339
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10065
Total stationary ticks: 99506
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 484
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:23
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.60
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4349
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10071
Total stationary ticks: 99508
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 485
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:23
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.29
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8010
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9374
Total stationary ticks: 212715
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 643
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 643
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:23
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.32
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7975
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9381
Total stationary ticks: 212716
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 654
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 654
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:23
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 383.92
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 125
Reservations denied/waited: 10
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4421
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5748
Total stationary ticks: 94039
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 646
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 10
Active-event deferrals: 646
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:23
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 384.07
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 133
Reservations granted: 125
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4381
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5693
Total stationary ticks: 94024
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 645
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 645
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:23
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.16
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 13
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5609
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14637
Total stationary ticks: 144501
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 702
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=925,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:23
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.23
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5567
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14536
Total stationary ticks: 144436
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 689
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:24
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.22
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5688
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7053
Total stationary ticks: 134674
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:24
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.18
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5713
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7065
Total stationary ticks: 134676
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 656
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 656
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:24
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.27
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5393
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 714
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 714
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:24
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.25
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5398
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 709
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 709
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:24
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.96
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6661
Total stationary ticks: 136880
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 528
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 528
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:24
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.97
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6655
Total stationary ticks: 136878
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 527
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 527
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:24
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.66
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5622
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6765
Total stationary ticks: 135723
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:24
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.69
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5612
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6786
Total stationary ticks: 135730
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 574
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 574
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:24
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:24
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:24
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2347
Passengers seated: 230/235
Average waiting ticks: 400.83
Longest waiting passenger: P105->29D(RIGHT)
Longest waiting ticks: 2279

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 6
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1613
Regions dissolved: 2
Repeated reconstructions avoided: 1613
Largest region lifetime: 1570
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1570:occupied=5
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1549
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1708
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 29
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1708
Reservations granted: 1708
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 6675
Longest unresolved passenger ID: 128
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P170(27E/RIGHT) -> P33(30G/RIGHT) -> P155(28G/RIGHT) -> P128(30F/RIGHT) -> P105(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 170
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 13109
Total stationary ticks: 103859
Seat-event requests: 1828
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 105
Critical blocker identity: P105->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P105(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P128(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P155(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P33(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P170(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1569
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 29
Rear-boundary failures: 1569
Middle-bank reservation failures: 0
Active-event deferrals: 562
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1826\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:24
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 394.17
Longest waiting passenger: P133->5B(LEFT)
Longest waiting ticks: 814

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 44
Regions dissolved: 2
Repeated reconstructions avoided: 44
Largest region lifetime: 34
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1717
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 142
Reservations granted: 142
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4251
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5354
Total stationary ticks: 96093
Seat-event requests: 264
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:24
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.63
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4587
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5751
Total stationary ticks: 94043
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 587
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 587
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:24
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.62
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4592
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5750
Total stationary ticks: 94042
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 583
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 583
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:24
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:24
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:24
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.84
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 13
Cluster candidates evaluated: 14
Executable cluster candidates: 1
Rejected cluster candidates: 13
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1562
State changes reopening evaluation: 12
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16258
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26140
Total stationary ticks: 153459
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1100
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:24
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.87
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1564
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16243
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26119
Total stationary ticks: 153453
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1095
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:24
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:24
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:24
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.31
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4313
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8439
Total stationary ticks: 96156
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 545
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:24
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.32
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4308
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8438
Total stationary ticks: 96155
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 546
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:24
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2324
Passengers seated: 225/235
Average waiting ticks: 403.89
Longest waiting passenger: P83->29H(RIGHT)
Longest waiting ticks: 2280

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 10
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1684
Regions dissolved: 1
Repeated reconstructions avoided: 1684
Largest region lifetime: 1673
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1673:occupied=10
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1540
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 38
Multiple-blocker events: 5
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1823
Maximum occupied tiles: 16
Seat events: 114
Single-blocker events: 32
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 122
Reservations granted: 120
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 8
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 12770
Longest unresolved passenger ID: 219
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 9
Longest dependency chain: P122(28F/RIGHT) -> P197(26G/RIGHT) -> P3(24H/RIGHT) -> P109(27C/RIGHT) -> P38(26C/RIGHT) -> P207(28H/RIGHT) -> P15(30H/RIGHT) -> P219(30G/RIGHT) -> P83(29H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 122
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 8
Total blocked ticks: 20545
Total stationary ticks: 110417
Seat-event requests: 1790
Failed seat-event starts: 1565

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 83
Critical blocker identity: P83->29H(RIGHT)
Direct fan-out: 1
Total indirect descendants: 8
Critical tree size including blocker: 9
Critical tree depth: 9
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 10
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P83(29H/RIGHT/WAITING_FOR_SEAT_EVENT)
  P219(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P15(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P207(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P38(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P109(27C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P3(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P197(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P122(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1565
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 123
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1565
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 677
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[123]: P123(30D/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P123->30D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P123{seat=30D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=623,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 30
Current unavailable yield tiles: 30
Current yield-tile occupants: 123
Final row-event chain: 83|123
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1791\nPrecedence substitutions made: 0\nDependency chains followed: 1555\nBlocked by waiting-row occupant: 1555\nSubstituted events started: 1\nOccupied-space rejections: 1566\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:24
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 891
Passengers seated: 235/235
Average waiting ticks: 391.23
Longest waiting passenger: P122->28F(RIGHT)
Longest waiting ticks: 823

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 37
Multiple-blocker events: 6
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 1846
Maximum occupied tiles: 12
Seat events: 124
Single-blocker events: 37
Multiple-blocker events: 12
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 123
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4149
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5109
Total stationary ticks: 95294
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 493
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 493
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:24
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.29
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5689
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 593
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 593
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:24
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.30
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5694
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 595
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 595
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:24
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:24
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:24
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4304
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5385
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:24
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4303
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5384
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:24
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:24
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:24
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
============================================================
Date/Time: 2026-07-17 12:34:24
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 59
MINIMAL EXPLANATORY CORE RECONSTRUCTION AUDIT
************************************************************
Experiment seed: 9783790101901
Scenarios executed: 60
Successful completions: 43
Incomplete/MAX_TICKS: 17
Average completed ticks: 1391.40
Average waiting ticks: 460.32
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:19
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:19
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:19
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:19
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:19
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.28
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8069
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9772
Total stationary ticks: 213222
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 782
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 782
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:19
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.23
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8079
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9784
Total stationary ticks: 213224
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 775
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 775
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:19
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20936
Total stationary ticks: 204785
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 388
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:19
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20922
Total stationary ticks: 204781
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 380
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:19
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:19
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:19
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2349
Passengers seated: 226/235
Average waiting ticks: 412.04
Longest waiting passenger: P148->22D(RIGHT)
Longest waiting ticks: 2308

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 10
Cluster candidates evaluated: 3
Executable cluster candidates: 1
Rejected cluster candidates: 2
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 9
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1602
Regions dissolved: 2
Repeated reconstructions avoided: 1602
Largest region lifetime: 1574
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1574:occupied=9
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1520
State changes reopening evaluation: 9
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1850
Maximum occupied tiles: 13
Seat events: 115
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1668
Reservations granted: 1665
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 7
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11128
Longest unresolved passenger ID: 198
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 7
Longest dependency chain: P102(27G/RIGHT) -> P111(26C/RIGHT) -> P180(26D/RIGHT) -> P228(28H/RIGHT) -> P123(29E/RIGHT) -> P198(30F/RIGHT) -> P69(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 102
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 7
Total blocked ticks: 18631
Total stationary ticks: 110660
Seat-event requests: 1780
Failed seat-event starts: 1554

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 69
Critical blocker identity: P69->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 6
Critical tree size including blocker: 7
Critical tree depth: 7
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 9
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P69(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P198(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P123(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P228(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P180(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P111(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P102(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1519
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1519
Rear-boundary failures: 35
Middle-bank reservation failures: 3
Active-event deferrals: 539
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1782\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1522\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:19
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 892
Passengers seated: 235/235
Average waiting ticks: 399.84
Longest waiting passenger: P204->17E(RIGHT)
Longest waiting ticks: 844

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1872
Maximum occupied tiles: 11
Seat events: 124
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 134
Reservations granted: 131
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3993
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4927
Total stationary ticks: 97124
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 507
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 507
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:19
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.76
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6822
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8389
Total stationary ticks: 218685
Seat-event requests: 375
Failed seat-event starts: 22

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 864
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 22
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 864
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:19
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.79
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6817
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8387
Total stationary ticks: 218684
Seat-event requests: 374
Failed seat-event starts: 21

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 871
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 21
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 871
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:19
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.57
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4487
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5649
Total stationary ticks: 93738
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 539
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 539
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:19
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.62
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4472
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5637
Total stationary ticks: 93736
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 542
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 542
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:19
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:19
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:19
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.61
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4339
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10065
Total stationary ticks: 99506
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 484
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:19
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.60
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4349
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10071
Total stationary ticks: 99508
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 485
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:19
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.29
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8010
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9374
Total stationary ticks: 212715
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 643
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 643
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:19
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.32
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7975
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9381
Total stationary ticks: 212716
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 654
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 654
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:20
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 383.92
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 125
Reservations denied/waited: 10
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4421
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5748
Total stationary ticks: 94039
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 646
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 10
Active-event deferrals: 646
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:20
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 384.07
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 133
Reservations granted: 125
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4381
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5693
Total stationary ticks: 94024
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 645
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 645
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:20
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.16
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 13
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5609
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14637
Total stationary ticks: 144501
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 702
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=925,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:20
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.23
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5567
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14536
Total stationary ticks: 144436
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 689
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:20
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.22
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5688
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7053
Total stationary ticks: 134674
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:20
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.18
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5713
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7065
Total stationary ticks: 134676
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 656
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 656
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:20
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.27
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5393
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 714
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 714
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:20
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.25
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5398
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 709
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 709
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:20
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.96
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6661
Total stationary ticks: 136880
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 528
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 528
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:20
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.97
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6655
Total stationary ticks: 136878
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 527
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 527
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:20
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.66
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5622
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6765
Total stationary ticks: 135723
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:20
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.69
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5612
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6786
Total stationary ticks: 135730
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 574
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 574
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:20
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:20
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:20
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2347
Passengers seated: 230/235
Average waiting ticks: 400.83
Longest waiting passenger: P105->29D(RIGHT)
Longest waiting ticks: 2279

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 6
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1613
Regions dissolved: 2
Repeated reconstructions avoided: 1613
Largest region lifetime: 1570
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1570:occupied=5
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1549
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1708
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 29
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1708
Reservations granted: 1708
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 6675
Longest unresolved passenger ID: 128
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P170(27E/RIGHT) -> P33(30G/RIGHT) -> P155(28G/RIGHT) -> P128(30F/RIGHT) -> P105(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 170
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 13109
Total stationary ticks: 103859
Seat-event requests: 1828
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 105
Critical blocker identity: P105->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P105(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P128(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P155(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P33(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P170(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1569
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 29
Rear-boundary failures: 1569
Middle-bank reservation failures: 0
Active-event deferrals: 562
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1826\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:20
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 394.17
Longest waiting passenger: P133->5B(LEFT)
Longest waiting ticks: 814

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 44
Regions dissolved: 2
Repeated reconstructions avoided: 44
Largest region lifetime: 34
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1717
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 142
Reservations granted: 142
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4251
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5354
Total stationary ticks: 96093
Seat-event requests: 264
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:20
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.63
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4587
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5751
Total stationary ticks: 94043
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 587
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 587
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:20
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.62
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4592
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5750
Total stationary ticks: 94042
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 583
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 583
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:20
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:20
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:20
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.84
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 13
Cluster candidates evaluated: 14
Executable cluster candidates: 1
Rejected cluster candidates: 13
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1562
State changes reopening evaluation: 12
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16258
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26140
Total stationary ticks: 153459
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1100
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:20
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.87
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1564
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16243
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26119
Total stationary ticks: 153453
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1095
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:20
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:20
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:20
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.31
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4313
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8439
Total stationary ticks: 96156
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 545
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:20
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.32
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4308
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8438
Total stationary ticks: 96155
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 546
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:20
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2324
Passengers seated: 225/235
Average waiting ticks: 403.89
Longest waiting passenger: P83->29H(RIGHT)
Longest waiting ticks: 2280

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 10
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1684
Regions dissolved: 1
Repeated reconstructions avoided: 1684
Largest region lifetime: 1673
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1673:occupied=10
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1540
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 38
Multiple-blocker events: 5
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1823
Maximum occupied tiles: 16
Seat events: 114
Single-blocker events: 32
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 122
Reservations granted: 120
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 8
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 12770
Longest unresolved passenger ID: 219
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 9
Longest dependency chain: P122(28F/RIGHT) -> P197(26G/RIGHT) -> P3(24H/RIGHT) -> P109(27C/RIGHT) -> P38(26C/RIGHT) -> P207(28H/RIGHT) -> P15(30H/RIGHT) -> P219(30G/RIGHT) -> P83(29H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 122
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 8
Total blocked ticks: 20545
Total stationary ticks: 110417
Seat-event requests: 1790
Failed seat-event starts: 1565

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 83
Critical blocker identity: P83->29H(RIGHT)
Direct fan-out: 1
Total indirect descendants: 8
Critical tree size including blocker: 9
Critical tree depth: 9
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 10
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P83(29H/RIGHT/WAITING_FOR_SEAT_EVENT)
  P219(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P15(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P207(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P38(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P109(27C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P3(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P197(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P122(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1565
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 123
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1565
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 677
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[123]: P123(30D/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P123->30D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P123{seat=30D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=623,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 30
Current unavailable yield tiles: 30
Current yield-tile occupants: 123
Final row-event chain: 83|123
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1791\nPrecedence substitutions made: 0\nDependency chains followed: 1555\nBlocked by waiting-row occupant: 1555\nSubstituted events started: 1\nOccupied-space rejections: 1566\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:20
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 891
Passengers seated: 235/235
Average waiting ticks: 391.23
Longest waiting passenger: P122->28F(RIGHT)
Longest waiting ticks: 823

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 37
Multiple-blocker events: 6
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 1846
Maximum occupied tiles: 12
Seat events: 124
Single-blocker events: 37
Multiple-blocker events: 12
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 123
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4149
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5109
Total stationary ticks: 95294
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 493
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 493
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:20
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.29
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5689
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 593
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 593
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:20
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.30
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5694
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 595
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 595
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:20
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:20
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:20
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4304
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5385
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:20
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4303
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5384
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:20
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:20
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:20
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
============================================================
Date/Time: 2026-07-17 12:54:20
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 60
MINIMAL EXPLANATORY CORE IRREDUCIBILITY AUDIT
************************************************************
Experiment seed: 9783790101901
Scenarios executed: 60
Successful completions: 43
Incomplete/MAX_TICKS: 17
Average completed ticks: 1391.40
Average waiting ticks: 460.32
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:40
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:40
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.28
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8069
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9772
Total stationary ticks: 213222
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 782
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 782
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:40
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.23
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8079
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9784
Total stationary ticks: 213224
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 775
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 775
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20936
Total stationary ticks: 204785
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 388
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:40
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20922
Total stationary ticks: 204781
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 380
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:40
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2349
Passengers seated: 226/235
Average waiting ticks: 412.04
Longest waiting passenger: P148->22D(RIGHT)
Longest waiting ticks: 2308

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 10
Cluster candidates evaluated: 3
Executable cluster candidates: 1
Rejected cluster candidates: 2
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 9
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1602
Regions dissolved: 2
Repeated reconstructions avoided: 1602
Largest region lifetime: 1574
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1574:occupied=9
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1520
State changes reopening evaluation: 9
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1850
Maximum occupied tiles: 13
Seat events: 115
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1668
Reservations granted: 1665
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 7
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11128
Longest unresolved passenger ID: 198
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 7
Longest dependency chain: P102(27G/RIGHT) -> P111(26C/RIGHT) -> P180(26D/RIGHT) -> P228(28H/RIGHT) -> P123(29E/RIGHT) -> P198(30F/RIGHT) -> P69(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 102
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 7
Total blocked ticks: 18631
Total stationary ticks: 110660
Seat-event requests: 1780
Failed seat-event starts: 1554

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 69
Critical blocker identity: P69->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 6
Critical tree size including blocker: 7
Critical tree depth: 7
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 9
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P69(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P198(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P123(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P228(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P180(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P111(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P102(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1519
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1519
Rear-boundary failures: 35
Middle-bank reservation failures: 3
Active-event deferrals: 539
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1782\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1522\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:40
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 892
Passengers seated: 235/235
Average waiting ticks: 399.84
Longest waiting passenger: P204->17E(RIGHT)
Longest waiting ticks: 844

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1872
Maximum occupied tiles: 11
Seat events: 124
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 134
Reservations granted: 131
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3993
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4927
Total stationary ticks: 97124
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 507
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 507
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.76
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6822
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8389
Total stationary ticks: 218685
Seat-event requests: 375
Failed seat-event starts: 22

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 864
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 22
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 864
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:40
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.79
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6817
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8387
Total stationary ticks: 218684
Seat-event requests: 374
Failed seat-event starts: 21

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 871
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 21
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 871
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:40
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.57
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4487
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5649
Total stationary ticks: 93738
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 539
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 539
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:40
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.62
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4472
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5637
Total stationary ticks: 93736
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 542
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 542
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:41
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:41
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:41
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.61
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4339
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10065
Total stationary ticks: 99506
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 484
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:41
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.60
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4349
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10071
Total stationary ticks: 99508
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 485
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:41
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.29
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8010
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9374
Total stationary ticks: 212715
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 643
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 643
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:41
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.32
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7975
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9381
Total stationary ticks: 212716
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 654
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 654
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:41
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 383.92
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 125
Reservations denied/waited: 10
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4421
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5748
Total stationary ticks: 94039
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 646
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 10
Active-event deferrals: 646
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:41
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 384.07
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 133
Reservations granted: 125
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4381
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5693
Total stationary ticks: 94024
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 645
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 645
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:41
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.16
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 13
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5609
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14637
Total stationary ticks: 144501
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 702
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=925,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:41
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.23
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5567
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14536
Total stationary ticks: 144436
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 689
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:41
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.22
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5688
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7053
Total stationary ticks: 134674
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:41
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.18
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5713
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7065
Total stationary ticks: 134676
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 656
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 656
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:41
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.27
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5393
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 714
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 714
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:41
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.25
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5398
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 709
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 709
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:41
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.96
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6661
Total stationary ticks: 136880
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 528
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 528
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:41
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.97
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6655
Total stationary ticks: 136878
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 527
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 527
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:41
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.66
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5622
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6765
Total stationary ticks: 135723
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:41
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.69
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5612
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6786
Total stationary ticks: 135730
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 574
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 574
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:41
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:41
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:41
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2347
Passengers seated: 230/235
Average waiting ticks: 400.83
Longest waiting passenger: P105->29D(RIGHT)
Longest waiting ticks: 2279

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 6
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1613
Regions dissolved: 2
Repeated reconstructions avoided: 1613
Largest region lifetime: 1570
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1570:occupied=5
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1549
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1708
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 29
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1708
Reservations granted: 1708
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 6675
Longest unresolved passenger ID: 128
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P170(27E/RIGHT) -> P33(30G/RIGHT) -> P155(28G/RIGHT) -> P128(30F/RIGHT) -> P105(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 170
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 13109
Total stationary ticks: 103859
Seat-event requests: 1828
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 105
Critical blocker identity: P105->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P105(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P128(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P155(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P33(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P170(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1569
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 29
Rear-boundary failures: 1569
Middle-bank reservation failures: 0
Active-event deferrals: 562
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1826\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:41
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 394.17
Longest waiting passenger: P133->5B(LEFT)
Longest waiting ticks: 814

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 44
Regions dissolved: 2
Repeated reconstructions avoided: 44
Largest region lifetime: 34
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1717
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 142
Reservations granted: 142
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4251
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5354
Total stationary ticks: 96093
Seat-event requests: 264
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:41
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.63
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4587
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5751
Total stationary ticks: 94043
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 587
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 587
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:41
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.62
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4592
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5750
Total stationary ticks: 94042
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 583
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 583
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:41
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:41
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:42
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.84
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 13
Cluster candidates evaluated: 14
Executable cluster candidates: 1
Rejected cluster candidates: 13
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1562
State changes reopening evaluation: 12
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16258
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26140
Total stationary ticks: 153459
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1100
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:42
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.87
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1564
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16243
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26119
Total stationary ticks: 153453
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1095
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:42
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:42
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:42
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.31
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4313
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8439
Total stationary ticks: 96156
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 545
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:42
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.32
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4308
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8438
Total stationary ticks: 96155
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 546
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:42
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2324
Passengers seated: 225/235
Average waiting ticks: 403.89
Longest waiting passenger: P83->29H(RIGHT)
Longest waiting ticks: 2280

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 10
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1684
Regions dissolved: 1
Repeated reconstructions avoided: 1684
Largest region lifetime: 1673
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1673:occupied=10
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1540
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 38
Multiple-blocker events: 5
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1823
Maximum occupied tiles: 16
Seat events: 114
Single-blocker events: 32
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 122
Reservations granted: 120
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 8
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 12770
Longest unresolved passenger ID: 219
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 9
Longest dependency chain: P122(28F/RIGHT) -> P197(26G/RIGHT) -> P3(24H/RIGHT) -> P109(27C/RIGHT) -> P38(26C/RIGHT) -> P207(28H/RIGHT) -> P15(30H/RIGHT) -> P219(30G/RIGHT) -> P83(29H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 122
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 8
Total blocked ticks: 20545
Total stationary ticks: 110417
Seat-event requests: 1790
Failed seat-event starts: 1565

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 83
Critical blocker identity: P83->29H(RIGHT)
Direct fan-out: 1
Total indirect descendants: 8
Critical tree size including blocker: 9
Critical tree depth: 9
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 10
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P83(29H/RIGHT/WAITING_FOR_SEAT_EVENT)
  P219(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P15(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P207(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P38(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P109(27C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P3(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P197(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P122(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1565
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 123
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1565
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 677
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[123]: P123(30D/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P123->30D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P123{seat=30D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=623,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 30
Current unavailable yield tiles: 30
Current yield-tile occupants: 123
Final row-event chain: 83|123
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1791\nPrecedence substitutions made: 0\nDependency chains followed: 1555\nBlocked by waiting-row occupant: 1555\nSubstituted events started: 1\nOccupied-space rejections: 1566\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:42
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 891
Passengers seated: 235/235
Average waiting ticks: 391.23
Longest waiting passenger: P122->28F(RIGHT)
Longest waiting ticks: 823

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 37
Multiple-blocker events: 6
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 1846
Maximum occupied tiles: 12
Seat events: 124
Single-blocker events: 37
Multiple-blocker events: 12
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 123
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4149
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5109
Total stationary ticks: 95294
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 493
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 493
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:42
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.29
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5689
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 593
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 593
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:42
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.30
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5694
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 595
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 595
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:42
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:42
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:42
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4304
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5385
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:42
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4303
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5384
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:42
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:42
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:42
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
============================================================
Date/Time: 2026-07-17 13:11:42
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 61
AIRLINE POLICY ABSTRACTION READINESS AUDIT
************************************************************
Experiment seed: 9783790101901
Scenarios executed: 60
Successful completions: 43
Incomplete/MAX_TICKS: 17
Average completed ticks: 1391.40
Average waiting ticks: 460.32
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:37
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:37
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:37
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:37
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:37
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.28
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8069
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9772
Total stationary ticks: 213222
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 782
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 782
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:37
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.23
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8079
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9784
Total stationary ticks: 213224
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 775
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 775
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:37
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20936
Total stationary ticks: 204785
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 388
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:37
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20922
Total stationary ticks: 204781
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 380
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:37
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:37
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:37
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2349
Passengers seated: 226/235
Average waiting ticks: 412.04
Longest waiting passenger: P148->22D(RIGHT)
Longest waiting ticks: 2308

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 10
Cluster candidates evaluated: 3
Executable cluster candidates: 1
Rejected cluster candidates: 2
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 9
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1602
Regions dissolved: 2
Repeated reconstructions avoided: 1602
Largest region lifetime: 1574
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1574:occupied=9
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1520
State changes reopening evaluation: 9
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1850
Maximum occupied tiles: 13
Seat events: 115
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1668
Reservations granted: 1665
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 7
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11128
Longest unresolved passenger ID: 198
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 7
Longest dependency chain: P102(27G/RIGHT) -> P111(26C/RIGHT) -> P180(26D/RIGHT) -> P228(28H/RIGHT) -> P123(29E/RIGHT) -> P198(30F/RIGHT) -> P69(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 102
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 7
Total blocked ticks: 18631
Total stationary ticks: 110660
Seat-event requests: 1780
Failed seat-event starts: 1554

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 69
Critical blocker identity: P69->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 6
Critical tree size including blocker: 7
Critical tree depth: 7
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 9
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P69(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P198(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P123(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P228(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P180(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P111(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P102(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1519
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1519
Rear-boundary failures: 35
Middle-bank reservation failures: 3
Active-event deferrals: 539
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1782\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1522\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:37
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 892
Passengers seated: 235/235
Average waiting ticks: 399.84
Longest waiting passenger: P204->17E(RIGHT)
Longest waiting ticks: 844

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1872
Maximum occupied tiles: 11
Seat events: 124
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 134
Reservations granted: 131
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3993
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4927
Total stationary ticks: 97124
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 507
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 507
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:37
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.76
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6822
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8389
Total stationary ticks: 218685
Seat-event requests: 375
Failed seat-event starts: 22

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 864
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 22
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 864
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:37
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.79
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6817
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8387
Total stationary ticks: 218684
Seat-event requests: 374
Failed seat-event starts: 21

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 871
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 21
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 871
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:37
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.57
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4487
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5649
Total stationary ticks: 93738
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 539
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 539
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:37
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.62
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4472
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5637
Total stationary ticks: 93736
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 542
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 542
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:38
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.61
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4339
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10065
Total stationary ticks: 99506
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 484
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:38
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.60
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4349
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10071
Total stationary ticks: 99508
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 485
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.29
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8010
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9374
Total stationary ticks: 212715
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 643
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 643
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:38
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.32
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7975
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9381
Total stationary ticks: 212716
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 654
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 654
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 383.92
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 125
Reservations denied/waited: 10
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4421
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5748
Total stationary ticks: 94039
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 646
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 10
Active-event deferrals: 646
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:38
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 384.07
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 133
Reservations granted: 125
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4381
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5693
Total stationary ticks: 94024
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 645
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 645
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.16
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 13
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5609
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14637
Total stationary ticks: 144501
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 702
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=925,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:38
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.23
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5567
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14536
Total stationary ticks: 144436
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 689
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.22
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5688
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7053
Total stationary ticks: 134674
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:38
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.18
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5713
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7065
Total stationary ticks: 134676
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 656
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 656
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.27
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5393
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 714
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 714
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:38
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.25
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5398
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 709
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 709
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.96
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6661
Total stationary ticks: 136880
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 528
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 528
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:38
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.97
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6655
Total stationary ticks: 136878
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 527
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 527
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.66
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5622
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6765
Total stationary ticks: 135723
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:38
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.69
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5612
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6786
Total stationary ticks: 135730
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 574
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 574
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:38
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2347
Passengers seated: 230/235
Average waiting ticks: 400.83
Longest waiting passenger: P105->29D(RIGHT)
Longest waiting ticks: 2279

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 6
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1613
Regions dissolved: 2
Repeated reconstructions avoided: 1613
Largest region lifetime: 1570
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1570:occupied=5
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1549
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1708
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 29
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1708
Reservations granted: 1708
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 6675
Longest unresolved passenger ID: 128
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P170(27E/RIGHT) -> P33(30G/RIGHT) -> P155(28G/RIGHT) -> P128(30F/RIGHT) -> P105(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 170
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 13109
Total stationary ticks: 103859
Seat-event requests: 1828
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 105
Critical blocker identity: P105->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P105(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P128(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P155(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P33(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P170(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1569
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 29
Rear-boundary failures: 1569
Middle-bank reservation failures: 0
Active-event deferrals: 562
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1826\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:38
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 394.17
Longest waiting passenger: P133->5B(LEFT)
Longest waiting ticks: 814

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 44
Regions dissolved: 2
Repeated reconstructions avoided: 44
Largest region lifetime: 34
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1717
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 142
Reservations granted: 142
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4251
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5354
Total stationary ticks: 96093
Seat-event requests: 264
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.63
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4587
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5751
Total stationary ticks: 94043
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 587
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 587
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:38
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.62
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4592
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5750
Total stationary ticks: 94042
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 583
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 583
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:38
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.84
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 13
Cluster candidates evaluated: 14
Executable cluster candidates: 1
Rejected cluster candidates: 13
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1562
State changes reopening evaluation: 12
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16258
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26140
Total stationary ticks: 153459
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1100
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:38
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.87
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1564
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16243
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26119
Total stationary ticks: 153453
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1095
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:38
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.31
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4313
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8439
Total stationary ticks: 96156
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 545
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:38
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.32
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4308
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8438
Total stationary ticks: 96155
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 546
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2324
Passengers seated: 225/235
Average waiting ticks: 403.89
Longest waiting passenger: P83->29H(RIGHT)
Longest waiting ticks: 2280

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 10
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1684
Regions dissolved: 1
Repeated reconstructions avoided: 1684
Largest region lifetime: 1673
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1673:occupied=10
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1540
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 38
Multiple-blocker events: 5
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1823
Maximum occupied tiles: 16
Seat events: 114
Single-blocker events: 32
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 122
Reservations granted: 120
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 8
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 12770
Longest unresolved passenger ID: 219
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 9
Longest dependency chain: P122(28F/RIGHT) -> P197(26G/RIGHT) -> P3(24H/RIGHT) -> P109(27C/RIGHT) -> P38(26C/RIGHT) -> P207(28H/RIGHT) -> P15(30H/RIGHT) -> P219(30G/RIGHT) -> P83(29H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 122
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 8
Total blocked ticks: 20545
Total stationary ticks: 110417
Seat-event requests: 1790
Failed seat-event starts: 1565

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 83
Critical blocker identity: P83->29H(RIGHT)
Direct fan-out: 1
Total indirect descendants: 8
Critical tree size including blocker: 9
Critical tree depth: 9
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 10
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P83(29H/RIGHT/WAITING_FOR_SEAT_EVENT)
  P219(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P15(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P207(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P38(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P109(27C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P3(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P197(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P122(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1565
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 123
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1565
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 677
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[123]: P123(30D/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P123->30D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P123{seat=30D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=623,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 30
Current unavailable yield tiles: 30
Current yield-tile occupants: 123
Final row-event chain: 83|123
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1791\nPrecedence substitutions made: 0\nDependency chains followed: 1555\nBlocked by waiting-row occupant: 1555\nSubstituted events started: 1\nOccupied-space rejections: 1566\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:38
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 891
Passengers seated: 235/235
Average waiting ticks: 391.23
Longest waiting passenger: P122->28F(RIGHT)
Longest waiting ticks: 823

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 37
Multiple-blocker events: 6
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 1846
Maximum occupied tiles: 12
Seat events: 124
Single-blocker events: 37
Multiple-blocker events: 12
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 123
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4149
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5109
Total stationary ticks: 95294
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 493
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 493
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.29
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5689
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 593
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 593
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:38
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.30
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5694
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 595
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 595
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:38
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4304
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5385
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:38
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4303
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5384
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:38
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:38
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
============================================================
Date/Time: 2026-07-17 13:21:38
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 62
DETERMINISTIC POLICY PLUG-IN INTERFACE CONFORMANCE AUDIT
************************************************************
Experiment seed: 9783790101901
Scenarios executed: 60
Successful completions: 43
Incomplete/MAX_TICKS: 17
Average completed ticks: 1391.40
Average waiting ticks: 460.32
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:43
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:43
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:43
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:43
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:43
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:43
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:43
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.28
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8069
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9772
Total stationary ticks: 213222
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 782
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 782
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:43
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.23
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8079
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9784
Total stationary ticks: 213224
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 775
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 775
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:43
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.23
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8079
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9784
Total stationary ticks: 213224
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 775
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 775
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:44
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20936
Total stationary ticks: 204785
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 388
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:44
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20922
Total stationary ticks: 204781
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 380
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:44
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20936
Total stationary ticks: 204785
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 388
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:44
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:44
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:44
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:44
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2349
Passengers seated: 226/235
Average waiting ticks: 412.04
Longest waiting passenger: P148->22D(RIGHT)
Longest waiting ticks: 2308

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 10
Cluster candidates evaluated: 3
Executable cluster candidates: 1
Rejected cluster candidates: 2
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 9
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1602
Regions dissolved: 2
Repeated reconstructions avoided: 1602
Largest region lifetime: 1574
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1574:occupied=9
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1520
State changes reopening evaluation: 9
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1850
Maximum occupied tiles: 13
Seat events: 115
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1668
Reservations granted: 1665
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 7
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11128
Longest unresolved passenger ID: 198
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 7
Longest dependency chain: P102(27G/RIGHT) -> P111(26C/RIGHT) -> P180(26D/RIGHT) -> P228(28H/RIGHT) -> P123(29E/RIGHT) -> P198(30F/RIGHT) -> P69(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 102
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 7
Total blocked ticks: 18631
Total stationary ticks: 110660
Seat-event requests: 1780
Failed seat-event starts: 1554

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 69
Critical blocker identity: P69->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 6
Critical tree size including blocker: 7
Critical tree depth: 7
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 9
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P69(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P198(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P123(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P228(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P180(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P111(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P102(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1519
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1519
Rear-boundary failures: 35
Middle-bank reservation failures: 3
Active-event deferrals: 539
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1782\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1522\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:44
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 892
Passengers seated: 235/235
Average waiting ticks: 399.84
Longest waiting passenger: P204->17E(RIGHT)
Longest waiting ticks: 844

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1872
Maximum occupied tiles: 11
Seat events: 124
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 134
Reservations granted: 131
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3993
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4927
Total stationary ticks: 97124
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 507
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 507
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:44
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 892
Passengers seated: 235/235
Average waiting ticks: 399.84
Longest waiting passenger: P204->17E(RIGHT)
Longest waiting ticks: 844

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1872
Maximum occupied tiles: 11
Seat events: 124
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 134
Reservations granted: 131
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3993
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4927
Total stationary ticks: 97124
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 507
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 507
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:44
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.76
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6822
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8389
Total stationary ticks: 218685
Seat-event requests: 375
Failed seat-event starts: 22

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 864
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 22
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 864
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:44
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.79
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6817
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8387
Total stationary ticks: 218684
Seat-event requests: 374
Failed seat-event starts: 21

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 871
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 21
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 871
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:44
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.76
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6822
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8389
Total stationary ticks: 218685
Seat-event requests: 375
Failed seat-event starts: 22

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 864
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 22
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 864
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:44
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.57
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4487
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5649
Total stationary ticks: 93738
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 539
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 539
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:44
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.62
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4472
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5637
Total stationary ticks: 93736
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 542
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 542
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:44
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.62
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4472
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5637
Total stationary ticks: 93736
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 542
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 542
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:44
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:44
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:44
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:44
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.61
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4339
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10065
Total stationary ticks: 99506
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 484
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:44
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.60
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4349
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10071
Total stationary ticks: 99508
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 485
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:44
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.60
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4349
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10071
Total stationary ticks: 99508
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 485
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:44
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.29
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8010
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9374
Total stationary ticks: 212715
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 643
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 643
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:44
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.32
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7975
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9381
Total stationary ticks: 212716
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 654
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 654
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:44
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.33
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7965
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9358
Total stationary ticks: 212708
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 646
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 646
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:44
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 383.92
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 125
Reservations denied/waited: 10
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4421
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5748
Total stationary ticks: 94039
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 646
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 10
Active-event deferrals: 646
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:44
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 384.07
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 133
Reservations granted: 125
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4381
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5693
Total stationary ticks: 94024
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 645
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 645
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:44
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 383.86
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 125
Reservations denied/waited: 10
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4431
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5747
Total stationary ticks: 94038
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 634
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 10
Active-event deferrals: 634
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:44
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.16
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 13
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5609
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14637
Total stationary ticks: 144501
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 702
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=925,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:44
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.23
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5567
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14536
Total stationary ticks: 144436
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 689
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:44
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.23
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5567
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14536
Total stationary ticks: 144436
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 689
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:44
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.22
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5688
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7053
Total stationary ticks: 134674
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:44
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.18
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5713
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7065
Total stationary ticks: 134676
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 656
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 656
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:44
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.22
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5688
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7053
Total stationary ticks: 134674
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:44
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.27
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5393
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 714
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 714
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:44
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.25
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5398
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 709
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 709
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:44
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.27
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5393
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 714
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 714
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:44
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.96
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6661
Total stationary ticks: 136880
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 528
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 528
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:44
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.97
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6655
Total stationary ticks: 136878
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 527
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 527
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:44
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.97
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6655
Total stationary ticks: 136878
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 527
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 527
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:45
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.66
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5622
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6765
Total stationary ticks: 135723
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:45
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.69
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5612
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6786
Total stationary ticks: 135730
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 574
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 574
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:45
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.69
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5612
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6786
Total stationary ticks: 135730
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 574
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 574
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:45
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:45
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:45
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:45
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2347
Passengers seated: 230/235
Average waiting ticks: 400.83
Longest waiting passenger: P105->29D(RIGHT)
Longest waiting ticks: 2279

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 6
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1613
Regions dissolved: 2
Repeated reconstructions avoided: 1613
Largest region lifetime: 1570
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1570:occupied=5
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1549
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1708
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 29
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1708
Reservations granted: 1708
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 6675
Longest unresolved passenger ID: 128
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P170(27E/RIGHT) -> P33(30G/RIGHT) -> P155(28G/RIGHT) -> P128(30F/RIGHT) -> P105(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 170
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 13109
Total stationary ticks: 103859
Seat-event requests: 1828
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 105
Critical blocker identity: P105->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P105(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P128(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P155(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P33(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P170(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1569
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 29
Rear-boundary failures: 1569
Middle-bank reservation failures: 0
Active-event deferrals: 562
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1826\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:45
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 394.17
Longest waiting passenger: P133->5B(LEFT)
Longest waiting ticks: 814

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 44
Regions dissolved: 2
Repeated reconstructions avoided: 44
Largest region lifetime: 34
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1717
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 142
Reservations granted: 142
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4251
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5354
Total stationary ticks: 96093
Seat-event requests: 264
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:45
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 394.17
Longest waiting passenger: P133->5B(LEFT)
Longest waiting ticks: 814

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 44
Regions dissolved: 2
Repeated reconstructions avoided: 44
Largest region lifetime: 34
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1717
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 142
Reservations granted: 142
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4251
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5354
Total stationary ticks: 96093
Seat-event requests: 264
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:45
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.63
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4587
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5751
Total stationary ticks: 94043
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 587
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 587
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:45
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.62
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4592
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5750
Total stationary ticks: 94042
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 583
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 583
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:45
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.63
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4587
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5751
Total stationary ticks: 94043
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 587
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 587
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:45
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:45
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:45
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:45
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.84
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 13
Cluster candidates evaluated: 14
Executable cluster candidates: 1
Rejected cluster candidates: 13
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1562
State changes reopening evaluation: 12
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16258
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26140
Total stationary ticks: 153459
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1100
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:45
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.87
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1564
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16243
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26119
Total stationary ticks: 153453
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1095
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:45
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.87
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1564
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16243
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26119
Total stationary ticks: 153453
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1095
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:45
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:45
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:45
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:45
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.31
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4313
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8439
Total stationary ticks: 96156
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 545
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:45
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.32
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4308
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8438
Total stationary ticks: 96155
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 546
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:45
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.31
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4313
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8439
Total stationary ticks: 96156
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 545
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:45
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2324
Passengers seated: 225/235
Average waiting ticks: 403.89
Longest waiting passenger: P83->29H(RIGHT)
Longest waiting ticks: 2280

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 10
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1684
Regions dissolved: 1
Repeated reconstructions avoided: 1684
Largest region lifetime: 1673
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1673:occupied=10
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1540
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 38
Multiple-blocker events: 5
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1823
Maximum occupied tiles: 16
Seat events: 114
Single-blocker events: 32
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 122
Reservations granted: 120
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 8
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 12770
Longest unresolved passenger ID: 219
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 9
Longest dependency chain: P122(28F/RIGHT) -> P197(26G/RIGHT) -> P3(24H/RIGHT) -> P109(27C/RIGHT) -> P38(26C/RIGHT) -> P207(28H/RIGHT) -> P15(30H/RIGHT) -> P219(30G/RIGHT) -> P83(29H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 122
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 8
Total blocked ticks: 20545
Total stationary ticks: 110417
Seat-event requests: 1790
Failed seat-event starts: 1565

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 83
Critical blocker identity: P83->29H(RIGHT)
Direct fan-out: 1
Total indirect descendants: 8
Critical tree size including blocker: 9
Critical tree depth: 9
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 10
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P83(29H/RIGHT/WAITING_FOR_SEAT_EVENT)
  P219(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P15(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P207(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P38(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P109(27C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P3(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P197(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P122(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1565
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 123
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1565
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 677
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[123]: P123(30D/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P123->30D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P123{seat=30D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=623,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 30
Current unavailable yield tiles: 30
Current yield-tile occupants: 123
Final row-event chain: 83|123
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1791\nPrecedence substitutions made: 0\nDependency chains followed: 1555\nBlocked by waiting-row occupant: 1555\nSubstituted events started: 1\nOccupied-space rejections: 1566\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:45
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 891
Passengers seated: 235/235
Average waiting ticks: 391.23
Longest waiting passenger: P122->28F(RIGHT)
Longest waiting ticks: 823

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 37
Multiple-blocker events: 6
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 1846
Maximum occupied tiles: 12
Seat events: 124
Single-blocker events: 37
Multiple-blocker events: 12
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 123
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4149
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5109
Total stationary ticks: 95294
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 493
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 493
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:45
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 891
Passengers seated: 235/235
Average waiting ticks: 391.23
Longest waiting passenger: P122->28F(RIGHT)
Longest waiting ticks: 823

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 37
Multiple-blocker events: 6
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 1846
Maximum occupied tiles: 12
Seat events: 124
Single-blocker events: 37
Multiple-blocker events: 12
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 123
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4149
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5109
Total stationary ticks: 95294
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 493
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 493
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:45
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.29
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5689
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 593
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 593
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:45
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.30
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5694
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 595
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 595
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:45
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.29
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5689
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 593
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 593
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:45
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:45
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:45
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:45
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4304
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5385
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:45
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4303
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5384
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:45
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4304
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5385
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:45
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:45
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:45
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:45
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:45
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
============================================================
Date/Time: 2026-07-17 13:51:45
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 63
DETERMINISTIC MULTI-POLICY CATALOGUE AUDIT
************************************************************
Experiment seed: 9783790101901
Scenarios executed: 90
Successful completions: 66
Incomplete/MAX_TICKS: 24
Average completed ticks: 1367.00
Average waiting ticks: 460.14
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:28
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:28
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:28
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:29
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:29
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.28
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8069
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9772
Total stationary ticks: 213222
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 782
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 782
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:29
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.23
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8079
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9784
Total stationary ticks: 213224
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 775
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 775
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:29
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.23
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8079
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9784
Total stationary ticks: 213224
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 775
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 775
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20936
Total stationary ticks: 204785
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 388
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:29
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20922
Total stationary ticks: 204781
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 380
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:29
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20936
Total stationary ticks: 204785
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 388
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:29
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:29
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2349
Passengers seated: 226/235
Average waiting ticks: 412.04
Longest waiting passenger: P148->22D(RIGHT)
Longest waiting ticks: 2308

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 10
Cluster candidates evaluated: 3
Executable cluster candidates: 1
Rejected cluster candidates: 2
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 9
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1602
Regions dissolved: 2
Repeated reconstructions avoided: 1602
Largest region lifetime: 1574
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1574:occupied=9
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1520
State changes reopening evaluation: 9
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1850
Maximum occupied tiles: 13
Seat events: 115
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1668
Reservations granted: 1665
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 7
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11128
Longest unresolved passenger ID: 198
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 7
Longest dependency chain: P102(27G/RIGHT) -> P111(26C/RIGHT) -> P180(26D/RIGHT) -> P228(28H/RIGHT) -> P123(29E/RIGHT) -> P198(30F/RIGHT) -> P69(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 102
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 7
Total blocked ticks: 18631
Total stationary ticks: 110660
Seat-event requests: 1780
Failed seat-event starts: 1554

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 69
Critical blocker identity: P69->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 6
Critical tree size including blocker: 7
Critical tree depth: 7
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 9
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P69(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P198(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P123(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P228(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P180(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P111(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P102(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1519
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1519
Rear-boundary failures: 35
Middle-bank reservation failures: 3
Active-event deferrals: 539
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1782\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1522\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:29
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 892
Passengers seated: 235/235
Average waiting ticks: 399.84
Longest waiting passenger: P204->17E(RIGHT)
Longest waiting ticks: 844

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1872
Maximum occupied tiles: 11
Seat events: 124
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 134
Reservations granted: 131
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3993
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4927
Total stationary ticks: 97124
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 507
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 507
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:29
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 892
Passengers seated: 235/235
Average waiting ticks: 399.84
Longest waiting passenger: P204->17E(RIGHT)
Longest waiting ticks: 844

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1872
Maximum occupied tiles: 11
Seat events: 124
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 134
Reservations granted: 131
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3993
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4927
Total stationary ticks: 97124
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 507
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 507
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.76
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6822
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8389
Total stationary ticks: 218685
Seat-event requests: 375
Failed seat-event starts: 22

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 864
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 22
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 864
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:29
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.79
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6817
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8387
Total stationary ticks: 218684
Seat-event requests: 374
Failed seat-event starts: 21

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 871
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 21
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 871
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:29
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.76
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6822
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8389
Total stationary ticks: 218685
Seat-event requests: 375
Failed seat-event starts: 22

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 864
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 22
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 864
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.57
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4487
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5649
Total stationary ticks: 93738
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 539
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 539
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:29
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.62
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4472
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5637
Total stationary ticks: 93736
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 542
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 542
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:29
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.62
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4472
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5637
Total stationary ticks: 93736
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 542
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 542
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:29
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:29
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:30
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.61
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4339
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10065
Total stationary ticks: 99506
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 484
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:30
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.60
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4349
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10071
Total stationary ticks: 99508
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 485
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:30
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.60
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4349
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10071
Total stationary ticks: 99508
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 485
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:30
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.29
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8010
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9374
Total stationary ticks: 212715
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 643
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 643
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:30
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.32
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7975
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9381
Total stationary ticks: 212716
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 654
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 654
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:30
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.33
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7965
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9358
Total stationary ticks: 212708
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 646
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 646
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:30
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 383.92
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 125
Reservations denied/waited: 10
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4421
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5748
Total stationary ticks: 94039
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 646
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 10
Active-event deferrals: 646
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:30
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 384.07
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 133
Reservations granted: 125
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4381
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5693
Total stationary ticks: 94024
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 645
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 645
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:30
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 383.86
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 125
Reservations denied/waited: 10
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4431
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5747
Total stationary ticks: 94038
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 634
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 10
Active-event deferrals: 634
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:30
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.16
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 13
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5609
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14637
Total stationary ticks: 144501
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 702
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=925,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:30
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.23
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5567
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14536
Total stationary ticks: 144436
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 689
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:30
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.23
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5567
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14536
Total stationary ticks: 144436
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 689
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:30
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.22
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5688
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7053
Total stationary ticks: 134674
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:30
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.18
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5713
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7065
Total stationary ticks: 134676
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 656
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 656
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:30
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.22
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5688
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7053
Total stationary ticks: 134674
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:30
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.27
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5393
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 714
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 714
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:30
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.25
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5398
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 709
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 709
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:30
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.27
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5393
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 714
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 714
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:30
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.96
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6661
Total stationary ticks: 136880
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 528
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 528
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:30
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.97
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6655
Total stationary ticks: 136878
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 527
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 527
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:30
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.97
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6655
Total stationary ticks: 136878
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 527
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 527
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:30
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.66
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5622
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6765
Total stationary ticks: 135723
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:30
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.69
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5612
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6786
Total stationary ticks: 135730
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 574
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 574
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:30
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.69
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5612
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6786
Total stationary ticks: 135730
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 574
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 574
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:30
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:30
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:30
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:30
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2347
Passengers seated: 230/235
Average waiting ticks: 400.83
Longest waiting passenger: P105->29D(RIGHT)
Longest waiting ticks: 2279

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 6
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1613
Regions dissolved: 2
Repeated reconstructions avoided: 1613
Largest region lifetime: 1570
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1570:occupied=5
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1549
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1708
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 29
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1708
Reservations granted: 1708
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 6675
Longest unresolved passenger ID: 128
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P170(27E/RIGHT) -> P33(30G/RIGHT) -> P155(28G/RIGHT) -> P128(30F/RIGHT) -> P105(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 170
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 13109
Total stationary ticks: 103859
Seat-event requests: 1828
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 105
Critical blocker identity: P105->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P105(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P128(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P155(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P33(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P170(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1569
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 29
Rear-boundary failures: 1569
Middle-bank reservation failures: 0
Active-event deferrals: 562
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1826\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:30
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 394.17
Longest waiting passenger: P133->5B(LEFT)
Longest waiting ticks: 814

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 44
Regions dissolved: 2
Repeated reconstructions avoided: 44
Largest region lifetime: 34
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1717
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 142
Reservations granted: 142
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4251
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5354
Total stationary ticks: 96093
Seat-event requests: 264
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:30
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 394.17
Longest waiting passenger: P133->5B(LEFT)
Longest waiting ticks: 814

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 44
Regions dissolved: 2
Repeated reconstructions avoided: 44
Largest region lifetime: 34
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1717
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 142
Reservations granted: 142
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4251
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5354
Total stationary ticks: 96093
Seat-event requests: 264
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:30
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.63
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4587
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5751
Total stationary ticks: 94043
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 587
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 587
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:30
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.62
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4592
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5750
Total stationary ticks: 94042
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 583
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 583
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:30
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.63
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4587
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5751
Total stationary ticks: 94043
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 587
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 587
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:30
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:30
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:30
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:30
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.84
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 13
Cluster candidates evaluated: 14
Executable cluster candidates: 1
Rejected cluster candidates: 13
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1562
State changes reopening evaluation: 12
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16258
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26140
Total stationary ticks: 153459
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1100
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:30
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.87
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1564
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16243
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26119
Total stationary ticks: 153453
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1095
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:30
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.87
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1564
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16243
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26119
Total stationary ticks: 153453
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1095
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:31
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:31
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:31
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:31
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.31
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4313
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8439
Total stationary ticks: 96156
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 545
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:31
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.32
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4308
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8438
Total stationary ticks: 96155
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 546
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:31
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.31
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4313
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8439
Total stationary ticks: 96156
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 545
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:31
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2324
Passengers seated: 225/235
Average waiting ticks: 403.89
Longest waiting passenger: P83->29H(RIGHT)
Longest waiting ticks: 2280

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 10
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1684
Regions dissolved: 1
Repeated reconstructions avoided: 1684
Largest region lifetime: 1673
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1673:occupied=10
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1540
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 38
Multiple-blocker events: 5
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1823
Maximum occupied tiles: 16
Seat events: 114
Single-blocker events: 32
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 122
Reservations granted: 120
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 8
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 12770
Longest unresolved passenger ID: 219
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 9
Longest dependency chain: P122(28F/RIGHT) -> P197(26G/RIGHT) -> P3(24H/RIGHT) -> P109(27C/RIGHT) -> P38(26C/RIGHT) -> P207(28H/RIGHT) -> P15(30H/RIGHT) -> P219(30G/RIGHT) -> P83(29H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 122
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 8
Total blocked ticks: 20545
Total stationary ticks: 110417
Seat-event requests: 1790
Failed seat-event starts: 1565

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 83
Critical blocker identity: P83->29H(RIGHT)
Direct fan-out: 1
Total indirect descendants: 8
Critical tree size including blocker: 9
Critical tree depth: 9
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 10
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P83(29H/RIGHT/WAITING_FOR_SEAT_EVENT)
  P219(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P15(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P207(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P38(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P109(27C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P3(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P197(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P122(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1565
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 123
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1565
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 677
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[123]: P123(30D/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P123->30D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P123{seat=30D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=623,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 30
Current unavailable yield tiles: 30
Current yield-tile occupants: 123
Final row-event chain: 83|123
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1791\nPrecedence substitutions made: 0\nDependency chains followed: 1555\nBlocked by waiting-row occupant: 1555\nSubstituted events started: 1\nOccupied-space rejections: 1566\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:31
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 891
Passengers seated: 235/235
Average waiting ticks: 391.23
Longest waiting passenger: P122->28F(RIGHT)
Longest waiting ticks: 823

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 37
Multiple-blocker events: 6
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 1846
Maximum occupied tiles: 12
Seat events: 124
Single-blocker events: 37
Multiple-blocker events: 12
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 123
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4149
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5109
Total stationary ticks: 95294
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 493
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 493
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:31
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 891
Passengers seated: 235/235
Average waiting ticks: 391.23
Longest waiting passenger: P122->28F(RIGHT)
Longest waiting ticks: 823

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 37
Multiple-blocker events: 6
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 1846
Maximum occupied tiles: 12
Seat events: 124
Single-blocker events: 37
Multiple-blocker events: 12
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 123
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4149
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5109
Total stationary ticks: 95294
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 493
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 493
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:31
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.29
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5689
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 593
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 593
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:31
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.30
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5694
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 595
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 595
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:31
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.29
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5689
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 593
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 593
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:31
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:31
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:31
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:31
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4304
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5385
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:31
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4303
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5384
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:31
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4304
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5385
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:31
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:31
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:31
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:31
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:31
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
============================================================
Date/Time: 2026-07-17 14:23:31
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 64
UNIFIED POLICY COMPARISON AND RANKING AUDIT
************************************************************
Experiment seed: 9783790101901
Scenarios executed: 90
Successful completions: 66
Incomplete/MAX_TICKS: 24
Average completed ticks: 1367.00
Average waiting ticks: 460.14
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:12
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:12
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:12
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.28
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8069
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9772
Total stationary ticks: 213222
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 782
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 782
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.23
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8079
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9784
Total stationary ticks: 213224
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 775
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 775
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.23
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8079
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9784
Total stationary ticks: 213224
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 775
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 775
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20936
Total stationary ticks: 204785
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 388
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20922
Total stationary ticks: 204781
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 380
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20936
Total stationary ticks: 204785
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 388
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2349
Passengers seated: 226/235
Average waiting ticks: 412.04
Longest waiting passenger: P148->22D(RIGHT)
Longest waiting ticks: 2308

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 10
Cluster candidates evaluated: 3
Executable cluster candidates: 1
Rejected cluster candidates: 2
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 9
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1602
Regions dissolved: 2
Repeated reconstructions avoided: 1602
Largest region lifetime: 1574
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1574:occupied=9
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1520
State changes reopening evaluation: 9
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1850
Maximum occupied tiles: 13
Seat events: 115
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1668
Reservations granted: 1665
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 7
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11128
Longest unresolved passenger ID: 198
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 7
Longest dependency chain: P102(27G/RIGHT) -> P111(26C/RIGHT) -> P180(26D/RIGHT) -> P228(28H/RIGHT) -> P123(29E/RIGHT) -> P198(30F/RIGHT) -> P69(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 102
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 7
Total blocked ticks: 18631
Total stationary ticks: 110660
Seat-event requests: 1780
Failed seat-event starts: 1554

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 69
Critical blocker identity: P69->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 6
Critical tree size including blocker: 7
Critical tree depth: 7
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 9
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P69(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P198(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P123(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P228(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P180(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P111(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P102(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1519
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1519
Rear-boundary failures: 35
Middle-bank reservation failures: 3
Active-event deferrals: 539
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1782\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1522\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 892
Passengers seated: 235/235
Average waiting ticks: 399.84
Longest waiting passenger: P204->17E(RIGHT)
Longest waiting ticks: 844

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1872
Maximum occupied tiles: 11
Seat events: 124
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 134
Reservations granted: 131
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3993
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4927
Total stationary ticks: 97124
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 507
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 507
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 892
Passengers seated: 235/235
Average waiting ticks: 399.84
Longest waiting passenger: P204->17E(RIGHT)
Longest waiting ticks: 844

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1872
Maximum occupied tiles: 11
Seat events: 124
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 134
Reservations granted: 131
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3993
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4927
Total stationary ticks: 97124
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 507
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 507
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.76
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6822
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8389
Total stationary ticks: 218685
Seat-event requests: 375
Failed seat-event starts: 22

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 864
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 22
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 864
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.79
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6817
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8387
Total stationary ticks: 218684
Seat-event requests: 374
Failed seat-event starts: 21

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 871
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 21
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 871
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.76
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6822
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8389
Total stationary ticks: 218685
Seat-event requests: 375
Failed seat-event starts: 22

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 864
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 22
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 864
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.57
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4487
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5649
Total stationary ticks: 93738
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 539
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 539
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.62
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4472
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5637
Total stationary ticks: 93736
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 542
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 542
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.62
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4472
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5637
Total stationary ticks: 93736
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 542
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 542
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.61
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4339
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10065
Total stationary ticks: 99506
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 484
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.60
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4349
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10071
Total stationary ticks: 99508
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 485
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.60
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4349
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10071
Total stationary ticks: 99508
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 485
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.29
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8010
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9374
Total stationary ticks: 212715
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 643
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 643
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.32
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7975
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9381
Total stationary ticks: 212716
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 654
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 654
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.33
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7965
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9358
Total stationary ticks: 212708
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 646
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 646
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 383.92
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 125
Reservations denied/waited: 10
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4421
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5748
Total stationary ticks: 94039
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 646
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 10
Active-event deferrals: 646
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 384.07
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 133
Reservations granted: 125
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4381
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5693
Total stationary ticks: 94024
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 645
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 645
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 383.86
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 125
Reservations denied/waited: 10
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4431
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5747
Total stationary ticks: 94038
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 634
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 10
Active-event deferrals: 634
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.16
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 13
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5609
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14637
Total stationary ticks: 144501
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 702
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=925,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.23
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5567
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14536
Total stationary ticks: 144436
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 689
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.23
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5567
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14536
Total stationary ticks: 144436
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 689
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.22
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5688
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7053
Total stationary ticks: 134674
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.18
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5713
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7065
Total stationary ticks: 134676
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 656
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 656
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.22
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5688
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7053
Total stationary ticks: 134674
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.27
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5393
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 714
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 714
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.25
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5398
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 709
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 709
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.27
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5393
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 714
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 714
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.96
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6661
Total stationary ticks: 136880
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 528
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 528
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.97
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6655
Total stationary ticks: 136878
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 527
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 527
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.97
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6655
Total stationary ticks: 136878
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 527
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 527
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.66
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5622
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6765
Total stationary ticks: 135723
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.69
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5612
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6786
Total stationary ticks: 135730
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 574
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 574
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.69
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5612
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6786
Total stationary ticks: 135730
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 574
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 574
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2347
Passengers seated: 230/235
Average waiting ticks: 400.83
Longest waiting passenger: P105->29D(RIGHT)
Longest waiting ticks: 2279

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 6
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1613
Regions dissolved: 2
Repeated reconstructions avoided: 1613
Largest region lifetime: 1570
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1570:occupied=5
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1549
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1708
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 29
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1708
Reservations granted: 1708
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 6675
Longest unresolved passenger ID: 128
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P170(27E/RIGHT) -> P33(30G/RIGHT) -> P155(28G/RIGHT) -> P128(30F/RIGHT) -> P105(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 170
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 13109
Total stationary ticks: 103859
Seat-event requests: 1828
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 105
Critical blocker identity: P105->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P105(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P128(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P155(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P33(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P170(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1569
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 29
Rear-boundary failures: 1569
Middle-bank reservation failures: 0
Active-event deferrals: 562
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1826\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 394.17
Longest waiting passenger: P133->5B(LEFT)
Longest waiting ticks: 814

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 44
Regions dissolved: 2
Repeated reconstructions avoided: 44
Largest region lifetime: 34
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1717
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 142
Reservations granted: 142
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4251
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5354
Total stationary ticks: 96093
Seat-event requests: 264
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 394.17
Longest waiting passenger: P133->5B(LEFT)
Longest waiting ticks: 814

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 44
Regions dissolved: 2
Repeated reconstructions avoided: 44
Largest region lifetime: 34
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1717
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 142
Reservations granted: 142
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4251
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5354
Total stationary ticks: 96093
Seat-event requests: 264
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.63
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4587
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5751
Total stationary ticks: 94043
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 587
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 587
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.62
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4592
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5750
Total stationary ticks: 94042
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 583
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 583
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.63
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4587
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5751
Total stationary ticks: 94043
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 587
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 587
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.84
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 13
Cluster candidates evaluated: 14
Executable cluster candidates: 1
Rejected cluster candidates: 13
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1562
State changes reopening evaluation: 12
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16258
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26140
Total stationary ticks: 153459
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1100
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.87
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1564
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16243
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26119
Total stationary ticks: 153453
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1095
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.87
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1564
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16243
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26119
Total stationary ticks: 153453
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1095
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.31
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4313
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8439
Total stationary ticks: 96156
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 545
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.32
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4308
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8438
Total stationary ticks: 96155
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 546
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.31
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4313
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8439
Total stationary ticks: 96156
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 545
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2324
Passengers seated: 225/235
Average waiting ticks: 403.89
Longest waiting passenger: P83->29H(RIGHT)
Longest waiting ticks: 2280

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 10
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1684
Regions dissolved: 1
Repeated reconstructions avoided: 1684
Largest region lifetime: 1673
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1673:occupied=10
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1540
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 38
Multiple-blocker events: 5
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1823
Maximum occupied tiles: 16
Seat events: 114
Single-blocker events: 32
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 122
Reservations granted: 120
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 8
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 12770
Longest unresolved passenger ID: 219
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 9
Longest dependency chain: P122(28F/RIGHT) -> P197(26G/RIGHT) -> P3(24H/RIGHT) -> P109(27C/RIGHT) -> P38(26C/RIGHT) -> P207(28H/RIGHT) -> P15(30H/RIGHT) -> P219(30G/RIGHT) -> P83(29H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 122
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 8
Total blocked ticks: 20545
Total stationary ticks: 110417
Seat-event requests: 1790
Failed seat-event starts: 1565

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 83
Critical blocker identity: P83->29H(RIGHT)
Direct fan-out: 1
Total indirect descendants: 8
Critical tree size including blocker: 9
Critical tree depth: 9
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 10
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P83(29H/RIGHT/WAITING_FOR_SEAT_EVENT)
  P219(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P15(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P207(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P38(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P109(27C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P3(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P197(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P122(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1565
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 123
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1565
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 677
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[123]: P123(30D/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P123->30D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P123{seat=30D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=623,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 30
Current unavailable yield tiles: 30
Current yield-tile occupants: 123
Final row-event chain: 83|123
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1791\nPrecedence substitutions made: 0\nDependency chains followed: 1555\nBlocked by waiting-row occupant: 1555\nSubstituted events started: 1\nOccupied-space rejections: 1566\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 891
Passengers seated: 235/235
Average waiting ticks: 391.23
Longest waiting passenger: P122->28F(RIGHT)
Longest waiting ticks: 823

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 37
Multiple-blocker events: 6
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 1846
Maximum occupied tiles: 12
Seat events: 124
Single-blocker events: 37
Multiple-blocker events: 12
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 123
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4149
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5109
Total stationary ticks: 95294
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 493
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 493
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 891
Passengers seated: 235/235
Average waiting ticks: 391.23
Longest waiting passenger: P122->28F(RIGHT)
Longest waiting ticks: 823

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 37
Multiple-blocker events: 6
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 1846
Maximum occupied tiles: 12
Seat events: 124
Single-blocker events: 37
Multiple-blocker events: 12
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 123
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4149
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5109
Total stationary ticks: 95294
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 493
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 493
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.29
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5689
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 593
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 593
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.30
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5694
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 595
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 595
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.29
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5689
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 593
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 593
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:13
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:14
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:14
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:14
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4304
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5385
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:14
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4303
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5384
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:14
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4304
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5385
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:14
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:14
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:14
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:14
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:14
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 15:25:14
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
************************************************************
Experiment seed: 9783790101901
Scenarios executed: 90
Successful completions: 66
Incomplete/MAX_TICKS: 24
Average completed ticks: 1367.00
Average waiting ticks: 460.14
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:28
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:28
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:28
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:28
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:28
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:28
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:28
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.28
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8069
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9772
Total stationary ticks: 213222
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 782
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 782
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:28
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.23
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8079
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9784
Total stationary ticks: 213224
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 775
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 775
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:28
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.23
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8079
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9784
Total stationary ticks: 213224
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 775
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 775
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:28
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20936
Total stationary ticks: 204785
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 388
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:28
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20922
Total stationary ticks: 204781
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 380
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:28
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20936
Total stationary ticks: 204785
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 388
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:28
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:28
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:28
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:28
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2349
Passengers seated: 226/235
Average waiting ticks: 412.04
Longest waiting passenger: P148->22D(RIGHT)
Longest waiting ticks: 2308

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 10
Cluster candidates evaluated: 3
Executable cluster candidates: 1
Rejected cluster candidates: 2
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 9
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1602
Regions dissolved: 2
Repeated reconstructions avoided: 1602
Largest region lifetime: 1574
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1574:occupied=9
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1520
State changes reopening evaluation: 9
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1850
Maximum occupied tiles: 13
Seat events: 115
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1668
Reservations granted: 1665
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 7
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11128
Longest unresolved passenger ID: 198
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 7
Longest dependency chain: P102(27G/RIGHT) -> P111(26C/RIGHT) -> P180(26D/RIGHT) -> P228(28H/RIGHT) -> P123(29E/RIGHT) -> P198(30F/RIGHT) -> P69(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 102
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 7
Total blocked ticks: 18631
Total stationary ticks: 110660
Seat-event requests: 1780
Failed seat-event starts: 1554

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 69
Critical blocker identity: P69->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 6
Critical tree size including blocker: 7
Critical tree depth: 7
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 9
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P69(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P198(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P123(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P228(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P180(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P111(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P102(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1519
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1519
Rear-boundary failures: 35
Middle-bank reservation failures: 3
Active-event deferrals: 539
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1782\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1522\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:28
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 892
Passengers seated: 235/235
Average waiting ticks: 399.84
Longest waiting passenger: P204->17E(RIGHT)
Longest waiting ticks: 844

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1872
Maximum occupied tiles: 11
Seat events: 124
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 134
Reservations granted: 131
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3993
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4927
Total stationary ticks: 97124
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 507
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 507
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:28
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 892
Passengers seated: 235/235
Average waiting ticks: 399.84
Longest waiting passenger: P204->17E(RIGHT)
Longest waiting ticks: 844

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1872
Maximum occupied tiles: 11
Seat events: 124
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 134
Reservations granted: 131
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3993
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4927
Total stationary ticks: 97124
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 507
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 507
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.76
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6822
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8389
Total stationary ticks: 218685
Seat-event requests: 375
Failed seat-event starts: 22

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 864
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 22
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 864
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.79
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6817
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8387
Total stationary ticks: 218684
Seat-event requests: 374
Failed seat-event starts: 21

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 871
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 21
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 871
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.76
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6822
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8389
Total stationary ticks: 218685
Seat-event requests: 375
Failed seat-event starts: 22

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 864
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 22
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 864
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.57
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4487
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5649
Total stationary ticks: 93738
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 539
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 539
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.62
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4472
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5637
Total stationary ticks: 93736
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 542
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 542
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.62
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4472
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5637
Total stationary ticks: 93736
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 542
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 542
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.61
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4339
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10065
Total stationary ticks: 99506
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 484
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.60
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4349
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10071
Total stationary ticks: 99508
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 485
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.60
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4349
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10071
Total stationary ticks: 99508
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 485
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.29
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8010
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9374
Total stationary ticks: 212715
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 643
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 643
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.32
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7975
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9381
Total stationary ticks: 212716
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 654
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 654
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.33
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7965
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9358
Total stationary ticks: 212708
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 646
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 646
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 383.92
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 125
Reservations denied/waited: 10
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4421
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5748
Total stationary ticks: 94039
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 646
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 10
Active-event deferrals: 646
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 384.07
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 133
Reservations granted: 125
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4381
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5693
Total stationary ticks: 94024
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 645
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 645
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 383.86
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 125
Reservations denied/waited: 10
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4431
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5747
Total stationary ticks: 94038
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 634
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 10
Active-event deferrals: 634
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.16
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 13
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5609
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14637
Total stationary ticks: 144501
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 702
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=925,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.23
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5567
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14536
Total stationary ticks: 144436
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 689
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.23
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5567
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14536
Total stationary ticks: 144436
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 689
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.22
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5688
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7053
Total stationary ticks: 134674
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.18
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5713
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7065
Total stationary ticks: 134676
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 656
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 656
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.22
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5688
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7053
Total stationary ticks: 134674
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.27
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5393
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 714
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 714
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.25
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5398
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 709
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 709
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.27
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5393
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 714
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 714
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.96
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6661
Total stationary ticks: 136880
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 528
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 528
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.97
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6655
Total stationary ticks: 136878
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 527
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 527
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.97
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6655
Total stationary ticks: 136878
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 527
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 527
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.66
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5622
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6765
Total stationary ticks: 135723
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.69
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5612
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6786
Total stationary ticks: 135730
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 574
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 574
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.69
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5612
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6786
Total stationary ticks: 135730
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 574
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 574
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2347
Passengers seated: 230/235
Average waiting ticks: 400.83
Longest waiting passenger: P105->29D(RIGHT)
Longest waiting ticks: 2279

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 6
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1613
Regions dissolved: 2
Repeated reconstructions avoided: 1613
Largest region lifetime: 1570
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1570:occupied=5
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1549
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1708
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 29
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1708
Reservations granted: 1708
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 6675
Longest unresolved passenger ID: 128
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P170(27E/RIGHT) -> P33(30G/RIGHT) -> P155(28G/RIGHT) -> P128(30F/RIGHT) -> P105(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 170
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 13109
Total stationary ticks: 103859
Seat-event requests: 1828
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 105
Critical blocker identity: P105->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P105(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P128(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P155(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P33(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P170(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1569
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 29
Rear-boundary failures: 1569
Middle-bank reservation failures: 0
Active-event deferrals: 562
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1826\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 394.17
Longest waiting passenger: P133->5B(LEFT)
Longest waiting ticks: 814

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 44
Regions dissolved: 2
Repeated reconstructions avoided: 44
Largest region lifetime: 34
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1717
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 142
Reservations granted: 142
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4251
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5354
Total stationary ticks: 96093
Seat-event requests: 264
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 394.17
Longest waiting passenger: P133->5B(LEFT)
Longest waiting ticks: 814

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 44
Regions dissolved: 2
Repeated reconstructions avoided: 44
Largest region lifetime: 34
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1717
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 142
Reservations granted: 142
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4251
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5354
Total stationary ticks: 96093
Seat-event requests: 264
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.63
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4587
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5751
Total stationary ticks: 94043
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 587
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 587
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.62
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4592
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5750
Total stationary ticks: 94042
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 583
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 583
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.63
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4587
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5751
Total stationary ticks: 94043
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 587
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 587
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.84
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 13
Cluster candidates evaluated: 14
Executable cluster candidates: 1
Rejected cluster candidates: 13
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1562
State changes reopening evaluation: 12
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16258
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26140
Total stationary ticks: 153459
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1100
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.87
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1564
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16243
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26119
Total stationary ticks: 153453
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1095
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.87
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1564
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16243
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26119
Total stationary ticks: 153453
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1095
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.31
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4313
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8439
Total stationary ticks: 96156
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 545
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.32
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4308
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8438
Total stationary ticks: 96155
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 546
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.31
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4313
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8439
Total stationary ticks: 96156
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 545
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2324
Passengers seated: 225/235
Average waiting ticks: 403.89
Longest waiting passenger: P83->29H(RIGHT)
Longest waiting ticks: 2280

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 10
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1684
Regions dissolved: 1
Repeated reconstructions avoided: 1684
Largest region lifetime: 1673
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1673:occupied=10
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1540
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 38
Multiple-blocker events: 5
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1823
Maximum occupied tiles: 16
Seat events: 114
Single-blocker events: 32
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 122
Reservations granted: 120
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 8
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 12770
Longest unresolved passenger ID: 219
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 9
Longest dependency chain: P122(28F/RIGHT) -> P197(26G/RIGHT) -> P3(24H/RIGHT) -> P109(27C/RIGHT) -> P38(26C/RIGHT) -> P207(28H/RIGHT) -> P15(30H/RIGHT) -> P219(30G/RIGHT) -> P83(29H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 122
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 8
Total blocked ticks: 20545
Total stationary ticks: 110417
Seat-event requests: 1790
Failed seat-event starts: 1565

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 83
Critical blocker identity: P83->29H(RIGHT)
Direct fan-out: 1
Total indirect descendants: 8
Critical tree size including blocker: 9
Critical tree depth: 9
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 10
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P83(29H/RIGHT/WAITING_FOR_SEAT_EVENT)
  P219(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P15(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P207(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P38(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P109(27C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P3(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P197(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P122(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1565
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 123
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1565
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 677
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[123]: P123(30D/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P123->30D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P123{seat=30D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=623,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 30
Current unavailable yield tiles: 30
Current yield-tile occupants: 123
Final row-event chain: 83|123
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1791\nPrecedence substitutions made: 0\nDependency chains followed: 1555\nBlocked by waiting-row occupant: 1555\nSubstituted events started: 1\nOccupied-space rejections: 1566\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 891
Passengers seated: 235/235
Average waiting ticks: 391.23
Longest waiting passenger: P122->28F(RIGHT)
Longest waiting ticks: 823

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 37
Multiple-blocker events: 6
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 1846
Maximum occupied tiles: 12
Seat events: 124
Single-blocker events: 37
Multiple-blocker events: 12
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 123
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4149
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5109
Total stationary ticks: 95294
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 493
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 493
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 891
Passengers seated: 235/235
Average waiting ticks: 391.23
Longest waiting passenger: P122->28F(RIGHT)
Longest waiting ticks: 823

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 37
Multiple-blocker events: 6
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 1846
Maximum occupied tiles: 12
Seat events: 124
Single-blocker events: 37
Multiple-blocker events: 12
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 123
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4149
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5109
Total stationary ticks: 95294
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 493
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 493
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.29
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5689
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 593
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 593
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.30
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5694
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 595
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 595
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.29
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5689
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 593
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 593
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4304
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5385
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4303
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5384
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4304
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5385
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
============================================================
Date/Time: 2026-07-17 15:57:29
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 66
CUMULATIVE POLICY COMPOSITION AND PRECEDENCE AUDIT
************************************************************
Experiment seed: 9783790101901
Scenarios executed: 90
Successful completions: 66
Incomplete/MAX_TICKS: 24
Average completed ticks: 1367.00
Average waiting ticks: 460.14
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:07
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:07
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:07
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:07
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:07
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:08
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.28
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8069
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9772
Total stationary ticks: 213222
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 782
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 782
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:08
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.23
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8079
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9784
Total stationary ticks: 213224
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 775
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 775
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:08
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.23
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8079
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9784
Total stationary ticks: 213224
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 775
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 775
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20936
Total stationary ticks: 204785
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 388
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:08
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20922
Total stationary ticks: 204781
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 380
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:08
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20936
Total stationary ticks: 204785
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 388
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:08
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:08
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2349
Passengers seated: 226/235
Average waiting ticks: 412.04
Longest waiting passenger: P148->22D(RIGHT)
Longest waiting ticks: 2308

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 10
Cluster candidates evaluated: 3
Executable cluster candidates: 1
Rejected cluster candidates: 2
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 9
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1602
Regions dissolved: 2
Repeated reconstructions avoided: 1602
Largest region lifetime: 1574
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1574:occupied=9
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1520
State changes reopening evaluation: 9
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1850
Maximum occupied tiles: 13
Seat events: 115
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1668
Reservations granted: 1665
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 7
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11128
Longest unresolved passenger ID: 198
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 7
Longest dependency chain: P102(27G/RIGHT) -> P111(26C/RIGHT) -> P180(26D/RIGHT) -> P228(28H/RIGHT) -> P123(29E/RIGHT) -> P198(30F/RIGHT) -> P69(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 102
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 7
Total blocked ticks: 18631
Total stationary ticks: 110660
Seat-event requests: 1780
Failed seat-event starts: 1554

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 69
Critical blocker identity: P69->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 6
Critical tree size including blocker: 7
Critical tree depth: 7
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 9
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P69(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P198(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P123(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P228(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P180(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P111(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P102(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1519
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1519
Rear-boundary failures: 35
Middle-bank reservation failures: 3
Active-event deferrals: 539
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1782\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1522\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:08
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 892
Passengers seated: 235/235
Average waiting ticks: 399.84
Longest waiting passenger: P204->17E(RIGHT)
Longest waiting ticks: 844

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1872
Maximum occupied tiles: 11
Seat events: 124
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 134
Reservations granted: 131
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3993
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4927
Total stationary ticks: 97124
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 507
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 507
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:08
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 892
Passengers seated: 235/235
Average waiting ticks: 399.84
Longest waiting passenger: P204->17E(RIGHT)
Longest waiting ticks: 844

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1872
Maximum occupied tiles: 11
Seat events: 124
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 134
Reservations granted: 131
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3993
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4927
Total stationary ticks: 97124
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 507
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 507
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.76
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6822
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8389
Total stationary ticks: 218685
Seat-event requests: 375
Failed seat-event starts: 22

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 864
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 22
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 864
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:08
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.79
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6817
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8387
Total stationary ticks: 218684
Seat-event requests: 374
Failed seat-event starts: 21

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 871
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 21
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 871
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:08
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.76
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6822
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8389
Total stationary ticks: 218685
Seat-event requests: 375
Failed seat-event starts: 22

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 864
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 22
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 864
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.57
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4487
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5649
Total stationary ticks: 93738
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 539
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 539
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:08
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.62
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4472
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5637
Total stationary ticks: 93736
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 542
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 542
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:08
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.62
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4472
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5637
Total stationary ticks: 93736
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 542
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 542
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:08
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:08
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.61
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4339
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10065
Total stationary ticks: 99506
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 484
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:08
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.60
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4349
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10071
Total stationary ticks: 99508
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 485
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:08
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.60
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4349
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10071
Total stationary ticks: 99508
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 485
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.29
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8010
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9374
Total stationary ticks: 212715
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 643
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 643
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:08
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.32
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7975
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9381
Total stationary ticks: 212716
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 654
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 654
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:08
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.33
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7965
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9358
Total stationary ticks: 212708
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 646
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 646
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 383.92
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 125
Reservations denied/waited: 10
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4421
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5748
Total stationary ticks: 94039
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 646
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 10
Active-event deferrals: 646
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:08
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 384.07
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 133
Reservations granted: 125
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4381
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5693
Total stationary ticks: 94024
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 645
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 645
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:09
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 383.86
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 125
Reservations denied/waited: 10
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4431
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5747
Total stationary ticks: 94038
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 634
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 10
Active-event deferrals: 634
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.16
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 13
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5609
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14637
Total stationary ticks: 144501
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 702
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=925,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:09
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.23
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5567
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14536
Total stationary ticks: 144436
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 689
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:09
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.23
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5567
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14536
Total stationary ticks: 144436
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 689
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.22
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5688
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7053
Total stationary ticks: 134674
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:09
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.18
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5713
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7065
Total stationary ticks: 134676
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 656
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 656
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:09
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.22
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5688
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7053
Total stationary ticks: 134674
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.27
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5393
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 714
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 714
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:09
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.25
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5398
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 709
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 709
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:09
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.27
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5393
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 714
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 714
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.96
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6661
Total stationary ticks: 136880
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 528
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 528
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:09
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.97
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6655
Total stationary ticks: 136878
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 527
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 527
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:09
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.97
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6655
Total stationary ticks: 136878
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 527
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 527
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.66
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5622
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6765
Total stationary ticks: 135723
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:09
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.69
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5612
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6786
Total stationary ticks: 135730
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 574
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 574
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:09
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.69
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5612
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6786
Total stationary ticks: 135730
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 574
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 574
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:09
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:09
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2347
Passengers seated: 230/235
Average waiting ticks: 400.83
Longest waiting passenger: P105->29D(RIGHT)
Longest waiting ticks: 2279

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 6
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1613
Regions dissolved: 2
Repeated reconstructions avoided: 1613
Largest region lifetime: 1570
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1570:occupied=5
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1549
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1708
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 29
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1708
Reservations granted: 1708
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 6675
Longest unresolved passenger ID: 128
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P170(27E/RIGHT) -> P33(30G/RIGHT) -> P155(28G/RIGHT) -> P128(30F/RIGHT) -> P105(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 170
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 13109
Total stationary ticks: 103859
Seat-event requests: 1828
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 105
Critical blocker identity: P105->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P105(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P128(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P155(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P33(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P170(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1569
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 29
Rear-boundary failures: 1569
Middle-bank reservation failures: 0
Active-event deferrals: 562
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1826\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:09
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 394.17
Longest waiting passenger: P133->5B(LEFT)
Longest waiting ticks: 814

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 44
Regions dissolved: 2
Repeated reconstructions avoided: 44
Largest region lifetime: 34
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1717
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 142
Reservations granted: 142
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4251
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5354
Total stationary ticks: 96093
Seat-event requests: 264
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:09
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 394.17
Longest waiting passenger: P133->5B(LEFT)
Longest waiting ticks: 814

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 44
Regions dissolved: 2
Repeated reconstructions avoided: 44
Largest region lifetime: 34
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1717
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 142
Reservations granted: 142
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4251
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5354
Total stationary ticks: 96093
Seat-event requests: 264
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.63
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4587
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5751
Total stationary ticks: 94043
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 587
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 587
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:09
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.62
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4592
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5750
Total stationary ticks: 94042
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 583
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 583
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:09
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.63
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4587
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5751
Total stationary ticks: 94043
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 587
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 587
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:09
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:09
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.84
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 13
Cluster candidates evaluated: 14
Executable cluster candidates: 1
Rejected cluster candidates: 13
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1562
State changes reopening evaluation: 12
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16258
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26140
Total stationary ticks: 153459
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1100
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:09
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.87
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1564
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16243
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26119
Total stationary ticks: 153453
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1095
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:09
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.87
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1564
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16243
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26119
Total stationary ticks: 153453
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1095
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:09
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:09
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.31
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4313
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8439
Total stationary ticks: 96156
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 545
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:09
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.32
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4308
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8438
Total stationary ticks: 96155
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 546
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:09
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.31
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4313
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8439
Total stationary ticks: 96156
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 545
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2324
Passengers seated: 225/235
Average waiting ticks: 403.89
Longest waiting passenger: P83->29H(RIGHT)
Longest waiting ticks: 2280

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 10
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1684
Regions dissolved: 1
Repeated reconstructions avoided: 1684
Largest region lifetime: 1673
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1673:occupied=10
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1540
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 38
Multiple-blocker events: 5
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1823
Maximum occupied tiles: 16
Seat events: 114
Single-blocker events: 32
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 122
Reservations granted: 120
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 8
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 12770
Longest unresolved passenger ID: 219
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 9
Longest dependency chain: P122(28F/RIGHT) -> P197(26G/RIGHT) -> P3(24H/RIGHT) -> P109(27C/RIGHT) -> P38(26C/RIGHT) -> P207(28H/RIGHT) -> P15(30H/RIGHT) -> P219(30G/RIGHT) -> P83(29H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 122
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 8
Total blocked ticks: 20545
Total stationary ticks: 110417
Seat-event requests: 1790
Failed seat-event starts: 1565

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 83
Critical blocker identity: P83->29H(RIGHT)
Direct fan-out: 1
Total indirect descendants: 8
Critical tree size including blocker: 9
Critical tree depth: 9
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 10
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P83(29H/RIGHT/WAITING_FOR_SEAT_EVENT)
  P219(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P15(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P207(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P38(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P109(27C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P3(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P197(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P122(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1565
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 123
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1565
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 677
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[123]: P123(30D/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P123->30D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P123{seat=30D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=623,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 30
Current unavailable yield tiles: 30
Current yield-tile occupants: 123
Final row-event chain: 83|123
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1791\nPrecedence substitutions made: 0\nDependency chains followed: 1555\nBlocked by waiting-row occupant: 1555\nSubstituted events started: 1\nOccupied-space rejections: 1566\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:09
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 891
Passengers seated: 235/235
Average waiting ticks: 391.23
Longest waiting passenger: P122->28F(RIGHT)
Longest waiting ticks: 823

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 37
Multiple-blocker events: 6
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 1846
Maximum occupied tiles: 12
Seat events: 124
Single-blocker events: 37
Multiple-blocker events: 12
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 123
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4149
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5109
Total stationary ticks: 95294
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 493
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 493
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:09
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 891
Passengers seated: 235/235
Average waiting ticks: 391.23
Longest waiting passenger: P122->28F(RIGHT)
Longest waiting ticks: 823

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 37
Multiple-blocker events: 6
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 1846
Maximum occupied tiles: 12
Seat events: 124
Single-blocker events: 37
Multiple-blocker events: 12
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 123
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4149
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5109
Total stationary ticks: 95294
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 493
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 493
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.29
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5689
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 593
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 593
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:09
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.30
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5694
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 595
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 595
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:09
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.29
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5689
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 593
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 593
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:10
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:10
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4304
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5385
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:10
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4303
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5384
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:10
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4304
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5385
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:10
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:10
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:10
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
============================================================
Date/Time: 2026-07-17 16:55:10
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 67
RUNTIME OPERATIONAL CONFIGURATION CONSOLIDATION
************************************************************
Experiment seed: 9783790101901
Scenarios executed: 90
Successful completions: 66
Incomplete/MAX_TICKS: 24
Average completed ticks: 1367.00
Average waiting ticks: 460.14
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:57
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:57
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:57
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:57
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:57
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:57
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:57
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.28
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8069
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9772
Total stationary ticks: 213222
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 782
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 782
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:57
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.23
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8079
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9784
Total stationary ticks: 213224
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 775
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 775
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:57
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.23
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8079
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9784
Total stationary ticks: 213224
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 775
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 775
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:57
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20936
Total stationary ticks: 204785
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 388
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:57
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20922
Total stationary ticks: 204781
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 380
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:57
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20936
Total stationary ticks: 204785
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 388
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:57
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:57
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:57
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:57
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2349
Passengers seated: 226/235
Average waiting ticks: 412.04
Longest waiting passenger: P148->22D(RIGHT)
Longest waiting ticks: 2308

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 10
Cluster candidates evaluated: 3
Executable cluster candidates: 1
Rejected cluster candidates: 2
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 9
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1602
Regions dissolved: 2
Repeated reconstructions avoided: 1602
Largest region lifetime: 1574
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1574:occupied=9
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1520
State changes reopening evaluation: 9
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1850
Maximum occupied tiles: 13
Seat events: 115
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1668
Reservations granted: 1665
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 7
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11128
Longest unresolved passenger ID: 198
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 7
Longest dependency chain: P102(27G/RIGHT) -> P111(26C/RIGHT) -> P180(26D/RIGHT) -> P228(28H/RIGHT) -> P123(29E/RIGHT) -> P198(30F/RIGHT) -> P69(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 102
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 7
Total blocked ticks: 18631
Total stationary ticks: 110660
Seat-event requests: 1780
Failed seat-event starts: 1554

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 69
Critical blocker identity: P69->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 6
Critical tree size including blocker: 7
Critical tree depth: 7
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 9
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P69(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P198(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P123(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P228(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P180(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P111(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P102(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1519
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1519
Rear-boundary failures: 35
Middle-bank reservation failures: 3
Active-event deferrals: 539
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1782\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1522\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:57
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 892
Passengers seated: 235/235
Average waiting ticks: 399.84
Longest waiting passenger: P204->17E(RIGHT)
Longest waiting ticks: 844

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1872
Maximum occupied tiles: 11
Seat events: 124
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 134
Reservations granted: 131
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3993
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4927
Total stationary ticks: 97124
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 507
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 507
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:57
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 892
Passengers seated: 235/235
Average waiting ticks: 399.84
Longest waiting passenger: P204->17E(RIGHT)
Longest waiting ticks: 844

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1872
Maximum occupied tiles: 11
Seat events: 124
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 134
Reservations granted: 131
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3993
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4927
Total stationary ticks: 97124
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 507
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 507
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:57
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.76
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6822
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8389
Total stationary ticks: 218685
Seat-event requests: 375
Failed seat-event starts: 22

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 864
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 22
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 864
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:57
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.79
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6817
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8387
Total stationary ticks: 218684
Seat-event requests: 374
Failed seat-event starts: 21

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 871
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 21
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 871
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:57
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.76
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6822
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8389
Total stationary ticks: 218685
Seat-event requests: 375
Failed seat-event starts: 22

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 864
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 22
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 864
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:57
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.57
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4487
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5649
Total stationary ticks: 93738
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 539
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 539
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:57
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.62
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4472
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5637
Total stationary ticks: 93736
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 542
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 542
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:57
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.62
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4472
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5637
Total stationary ticks: 93736
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 542
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 542
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:57
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:57
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:57
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:57
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.61
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4339
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10065
Total stationary ticks: 99506
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 484
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:57
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.60
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4349
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10071
Total stationary ticks: 99508
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 485
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:57
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.60
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4349
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10071
Total stationary ticks: 99508
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 485
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:57
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.29
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8010
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9374
Total stationary ticks: 212715
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 643
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 643
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:57
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.32
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7975
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9381
Total stationary ticks: 212716
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 654
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 654
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:57
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.33
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7965
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9358
Total stationary ticks: 212708
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 646
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 646
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:57
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 383.92
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 125
Reservations denied/waited: 10
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4421
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5748
Total stationary ticks: 94039
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 646
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 10
Active-event deferrals: 646
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:57
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 384.07
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 133
Reservations granted: 125
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4381
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5693
Total stationary ticks: 94024
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 645
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 645
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:57
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 383.86
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 125
Reservations denied/waited: 10
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4431
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5747
Total stationary ticks: 94038
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 634
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 10
Active-event deferrals: 634
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:57
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.16
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 13
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5609
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14637
Total stationary ticks: 144501
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 702
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=925,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:57
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.23
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5567
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14536
Total stationary ticks: 144436
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 689
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:57
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.23
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5567
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14536
Total stationary ticks: 144436
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 689
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:57
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.22
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5688
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7053
Total stationary ticks: 134674
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:57
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.18
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5713
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7065
Total stationary ticks: 134676
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 656
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 656
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:57
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.22
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5688
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7053
Total stationary ticks: 134674
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.27
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5393
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 714
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 714
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:58
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.25
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5398
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 709
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 709
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:58
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.27
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5393
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 714
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 714
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.96
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6661
Total stationary ticks: 136880
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 528
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 528
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:58
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.97
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6655
Total stationary ticks: 136878
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 527
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 527
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:58
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.97
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6655
Total stationary ticks: 136878
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 527
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 527
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.66
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5622
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6765
Total stationary ticks: 135723
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:58
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.69
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5612
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6786
Total stationary ticks: 135730
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 574
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 574
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:58
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.69
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5612
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6786
Total stationary ticks: 135730
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 574
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 574
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:58
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:58
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2347
Passengers seated: 230/235
Average waiting ticks: 400.83
Longest waiting passenger: P105->29D(RIGHT)
Longest waiting ticks: 2279

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 6
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1613
Regions dissolved: 2
Repeated reconstructions avoided: 1613
Largest region lifetime: 1570
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1570:occupied=5
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1549
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1708
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 29
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1708
Reservations granted: 1708
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 6675
Longest unresolved passenger ID: 128
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P170(27E/RIGHT) -> P33(30G/RIGHT) -> P155(28G/RIGHT) -> P128(30F/RIGHT) -> P105(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 170
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 13109
Total stationary ticks: 103859
Seat-event requests: 1828
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 105
Critical blocker identity: P105->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P105(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P128(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P155(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P33(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P170(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1569
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 29
Rear-boundary failures: 1569
Middle-bank reservation failures: 0
Active-event deferrals: 562
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1826\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:58
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 394.17
Longest waiting passenger: P133->5B(LEFT)
Longest waiting ticks: 814

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 44
Regions dissolved: 2
Repeated reconstructions avoided: 44
Largest region lifetime: 34
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1717
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 142
Reservations granted: 142
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4251
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5354
Total stationary ticks: 96093
Seat-event requests: 264
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:58
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 394.17
Longest waiting passenger: P133->5B(LEFT)
Longest waiting ticks: 814

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 44
Regions dissolved: 2
Repeated reconstructions avoided: 44
Largest region lifetime: 34
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1717
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 142
Reservations granted: 142
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4251
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5354
Total stationary ticks: 96093
Seat-event requests: 264
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.63
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4587
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5751
Total stationary ticks: 94043
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 587
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 587
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:58
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.62
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4592
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5750
Total stationary ticks: 94042
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 583
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 583
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:58
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.63
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4587
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5751
Total stationary ticks: 94043
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 587
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 587
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:58
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:58
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.84
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 13
Cluster candidates evaluated: 14
Executable cluster candidates: 1
Rejected cluster candidates: 13
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1562
State changes reopening evaluation: 12
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16258
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26140
Total stationary ticks: 153459
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1100
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:58
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.87
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1564
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16243
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26119
Total stationary ticks: 153453
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1095
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:58
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.87
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1564
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16243
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26119
Total stationary ticks: 153453
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1095
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:58
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:58
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.31
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4313
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8439
Total stationary ticks: 96156
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 545
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:58
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.32
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4308
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8438
Total stationary ticks: 96155
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 546
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:58
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.31
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4313
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8439
Total stationary ticks: 96156
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 545
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2324
Passengers seated: 225/235
Average waiting ticks: 403.89
Longest waiting passenger: P83->29H(RIGHT)
Longest waiting ticks: 2280

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 10
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1684
Regions dissolved: 1
Repeated reconstructions avoided: 1684
Largest region lifetime: 1673
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1673:occupied=10
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1540
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 38
Multiple-blocker events: 5
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1823
Maximum occupied tiles: 16
Seat events: 114
Single-blocker events: 32
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 122
Reservations granted: 120
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 8
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 12770
Longest unresolved passenger ID: 219
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 9
Longest dependency chain: P122(28F/RIGHT) -> P197(26G/RIGHT) -> P3(24H/RIGHT) -> P109(27C/RIGHT) -> P38(26C/RIGHT) -> P207(28H/RIGHT) -> P15(30H/RIGHT) -> P219(30G/RIGHT) -> P83(29H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 122
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 8
Total blocked ticks: 20545
Total stationary ticks: 110417
Seat-event requests: 1790
Failed seat-event starts: 1565

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 83
Critical blocker identity: P83->29H(RIGHT)
Direct fan-out: 1
Total indirect descendants: 8
Critical tree size including blocker: 9
Critical tree depth: 9
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 10
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P83(29H/RIGHT/WAITING_FOR_SEAT_EVENT)
  P219(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P15(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P207(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P38(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P109(27C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P3(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P197(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P122(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1565
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 123
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1565
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 677
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[123]: P123(30D/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P123->30D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P123{seat=30D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=623,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 30
Current unavailable yield tiles: 30
Current yield-tile occupants: 123
Final row-event chain: 83|123
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1791\nPrecedence substitutions made: 0\nDependency chains followed: 1555\nBlocked by waiting-row occupant: 1555\nSubstituted events started: 1\nOccupied-space rejections: 1566\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:58
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 891
Passengers seated: 235/235
Average waiting ticks: 391.23
Longest waiting passenger: P122->28F(RIGHT)
Longest waiting ticks: 823

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 37
Multiple-blocker events: 6
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 1846
Maximum occupied tiles: 12
Seat events: 124
Single-blocker events: 37
Multiple-blocker events: 12
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 123
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4149
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5109
Total stationary ticks: 95294
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 493
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 493
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:58
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 891
Passengers seated: 235/235
Average waiting ticks: 391.23
Longest waiting passenger: P122->28F(RIGHT)
Longest waiting ticks: 823

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 37
Multiple-blocker events: 6
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 1846
Maximum occupied tiles: 12
Seat events: 124
Single-blocker events: 37
Multiple-blocker events: 12
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 123
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4149
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5109
Total stationary ticks: 95294
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 493
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 493
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.29
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5689
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 593
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 593
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:58
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.30
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5694
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 595
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 595
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:58
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.29
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5689
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 593
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 593
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:58
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:58
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4304
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5385
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:58
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4303
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5384
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:58
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4304
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5385
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:58
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:58
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:58
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:11:58
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
************************************************************
Experiment seed: 9783790101901
Scenarios executed: 90
Successful completions: 66
Incomplete/MAX_TICKS: 24
Average completed ticks: 1367.00
Average waiting ticks: 460.14
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:05
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:05
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:05
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:05
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:05
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:05
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:05
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.28
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8069
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9772
Total stationary ticks: 213222
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 782
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 782
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:05
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.23
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8079
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9784
Total stationary ticks: 213224
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 775
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 775
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:05
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.23
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8079
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9784
Total stationary ticks: 213224
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 775
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 775
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:05
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20936
Total stationary ticks: 204785
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 388
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:05
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20922
Total stationary ticks: 204781
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 380
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:05
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20936
Total stationary ticks: 204785
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 388
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:05
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:05
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:05
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:05
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2349
Passengers seated: 226/235
Average waiting ticks: 412.04
Longest waiting passenger: P148->22D(RIGHT)
Longest waiting ticks: 2308

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 10
Cluster candidates evaluated: 3
Executable cluster candidates: 1
Rejected cluster candidates: 2
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 9
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1602
Regions dissolved: 2
Repeated reconstructions avoided: 1602
Largest region lifetime: 1574
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1574:occupied=9
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1520
State changes reopening evaluation: 9
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1850
Maximum occupied tiles: 13
Seat events: 115
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1668
Reservations granted: 1665
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 7
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11128
Longest unresolved passenger ID: 198
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 7
Longest dependency chain: P102(27G/RIGHT) -> P111(26C/RIGHT) -> P180(26D/RIGHT) -> P228(28H/RIGHT) -> P123(29E/RIGHT) -> P198(30F/RIGHT) -> P69(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 102
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 7
Total blocked ticks: 18631
Total stationary ticks: 110660
Seat-event requests: 1780
Failed seat-event starts: 1554

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 69
Critical blocker identity: P69->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 6
Critical tree size including blocker: 7
Critical tree depth: 7
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 9
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P69(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P198(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P123(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P228(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P180(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P111(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P102(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1519
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1519
Rear-boundary failures: 35
Middle-bank reservation failures: 3
Active-event deferrals: 539
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1782\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1522\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:05
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 892
Passengers seated: 235/235
Average waiting ticks: 399.84
Longest waiting passenger: P204->17E(RIGHT)
Longest waiting ticks: 844

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1872
Maximum occupied tiles: 11
Seat events: 124
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 134
Reservations granted: 131
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3993
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4927
Total stationary ticks: 97124
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 507
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 507
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:05
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 892
Passengers seated: 235/235
Average waiting ticks: 399.84
Longest waiting passenger: P204->17E(RIGHT)
Longest waiting ticks: 844

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1872
Maximum occupied tiles: 11
Seat events: 124
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 134
Reservations granted: 131
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3993
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4927
Total stationary ticks: 97124
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 507
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 507
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:05
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.76
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6822
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8389
Total stationary ticks: 218685
Seat-event requests: 375
Failed seat-event starts: 22

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 864
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 22
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 864
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.79
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6817
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8387
Total stationary ticks: 218684
Seat-event requests: 374
Failed seat-event starts: 21

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 871
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 21
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 871
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.76
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6822
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8389
Total stationary ticks: 218685
Seat-event requests: 375
Failed seat-event starts: 22

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 864
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 22
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 864
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.57
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4487
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5649
Total stationary ticks: 93738
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 539
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 539
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.62
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4472
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5637
Total stationary ticks: 93736
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 542
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 542
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.62
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4472
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5637
Total stationary ticks: 93736
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 542
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 542
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.61
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4339
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10065
Total stationary ticks: 99506
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 484
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.60
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4349
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10071
Total stationary ticks: 99508
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 485
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.60
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4349
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10071
Total stationary ticks: 99508
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 485
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.29
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8010
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9374
Total stationary ticks: 212715
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 643
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 643
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.32
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7975
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9381
Total stationary ticks: 212716
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 654
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 654
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.33
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7965
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9358
Total stationary ticks: 212708
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 646
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 646
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 383.92
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 125
Reservations denied/waited: 10
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4421
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5748
Total stationary ticks: 94039
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 646
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 10
Active-event deferrals: 646
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 384.07
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 133
Reservations granted: 125
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4381
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5693
Total stationary ticks: 94024
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 645
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 645
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 383.86
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 125
Reservations denied/waited: 10
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4431
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5747
Total stationary ticks: 94038
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 634
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 10
Active-event deferrals: 634
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.16
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 13
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5609
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14637
Total stationary ticks: 144501
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 702
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=925,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.23
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5567
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14536
Total stationary ticks: 144436
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 689
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.23
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5567
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14536
Total stationary ticks: 144436
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 689
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.22
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5688
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7053
Total stationary ticks: 134674
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.18
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5713
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7065
Total stationary ticks: 134676
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 656
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 656
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.22
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5688
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7053
Total stationary ticks: 134674
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.27
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5393
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 714
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 714
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.25
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5398
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 709
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 709
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.27
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5393
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 714
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 714
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.96
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6661
Total stationary ticks: 136880
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 528
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 528
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.97
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6655
Total stationary ticks: 136878
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 527
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 527
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.97
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6655
Total stationary ticks: 136878
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 527
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 527
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.66
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5622
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6765
Total stationary ticks: 135723
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.69
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5612
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6786
Total stationary ticks: 135730
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 574
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 574
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.69
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5612
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6786
Total stationary ticks: 135730
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 574
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 574
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2347
Passengers seated: 230/235
Average waiting ticks: 400.83
Longest waiting passenger: P105->29D(RIGHT)
Longest waiting ticks: 2279

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 6
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1613
Regions dissolved: 2
Repeated reconstructions avoided: 1613
Largest region lifetime: 1570
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1570:occupied=5
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1549
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1708
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 29
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1708
Reservations granted: 1708
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 6675
Longest unresolved passenger ID: 128
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P170(27E/RIGHT) -> P33(30G/RIGHT) -> P155(28G/RIGHT) -> P128(30F/RIGHT) -> P105(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 170
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 13109
Total stationary ticks: 103859
Seat-event requests: 1828
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 105
Critical blocker identity: P105->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P105(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P128(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P155(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P33(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P170(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1569
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 29
Rear-boundary failures: 1569
Middle-bank reservation failures: 0
Active-event deferrals: 562
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1826\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 394.17
Longest waiting passenger: P133->5B(LEFT)
Longest waiting ticks: 814

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 44
Regions dissolved: 2
Repeated reconstructions avoided: 44
Largest region lifetime: 34
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1717
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 142
Reservations granted: 142
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4251
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5354
Total stationary ticks: 96093
Seat-event requests: 264
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 394.17
Longest waiting passenger: P133->5B(LEFT)
Longest waiting ticks: 814

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 44
Regions dissolved: 2
Repeated reconstructions avoided: 44
Largest region lifetime: 34
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1717
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 142
Reservations granted: 142
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4251
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5354
Total stationary ticks: 96093
Seat-event requests: 264
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.63
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4587
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5751
Total stationary ticks: 94043
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 587
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 587
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.62
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4592
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5750
Total stationary ticks: 94042
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 583
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 583
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.63
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4587
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5751
Total stationary ticks: 94043
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 587
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 587
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.84
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 13
Cluster candidates evaluated: 14
Executable cluster candidates: 1
Rejected cluster candidates: 13
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1562
State changes reopening evaluation: 12
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16258
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26140
Total stationary ticks: 153459
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1100
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.87
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1564
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16243
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26119
Total stationary ticks: 153453
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1095
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.87
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1564
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16243
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26119
Total stationary ticks: 153453
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1095
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.31
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4313
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8439
Total stationary ticks: 96156
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 545
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.32
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4308
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8438
Total stationary ticks: 96155
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 546
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.31
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4313
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8439
Total stationary ticks: 96156
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 545
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2324
Passengers seated: 225/235
Average waiting ticks: 403.89
Longest waiting passenger: P83->29H(RIGHT)
Longest waiting ticks: 2280

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 10
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1684
Regions dissolved: 1
Repeated reconstructions avoided: 1684
Largest region lifetime: 1673
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1673:occupied=10
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1540
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 38
Multiple-blocker events: 5
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1823
Maximum occupied tiles: 16
Seat events: 114
Single-blocker events: 32
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 122
Reservations granted: 120
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 8
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 12770
Longest unresolved passenger ID: 219
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 9
Longest dependency chain: P122(28F/RIGHT) -> P197(26G/RIGHT) -> P3(24H/RIGHT) -> P109(27C/RIGHT) -> P38(26C/RIGHT) -> P207(28H/RIGHT) -> P15(30H/RIGHT) -> P219(30G/RIGHT) -> P83(29H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 122
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 8
Total blocked ticks: 20545
Total stationary ticks: 110417
Seat-event requests: 1790
Failed seat-event starts: 1565

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 83
Critical blocker identity: P83->29H(RIGHT)
Direct fan-out: 1
Total indirect descendants: 8
Critical tree size including blocker: 9
Critical tree depth: 9
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 10
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P83(29H/RIGHT/WAITING_FOR_SEAT_EVENT)
  P219(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P15(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P207(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P38(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P109(27C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P3(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P197(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P122(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1565
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 123
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1565
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 677
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[123]: P123(30D/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P123->30D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P123{seat=30D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=623,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 30
Current unavailable yield tiles: 30
Current yield-tile occupants: 123
Final row-event chain: 83|123
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1791\nPrecedence substitutions made: 0\nDependency chains followed: 1555\nBlocked by waiting-row occupant: 1555\nSubstituted events started: 1\nOccupied-space rejections: 1566\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 891
Passengers seated: 235/235
Average waiting ticks: 391.23
Longest waiting passenger: P122->28F(RIGHT)
Longest waiting ticks: 823

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 37
Multiple-blocker events: 6
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 1846
Maximum occupied tiles: 12
Seat events: 124
Single-blocker events: 37
Multiple-blocker events: 12
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 123
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4149
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5109
Total stationary ticks: 95294
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 493
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 493
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 891
Passengers seated: 235/235
Average waiting ticks: 391.23
Longest waiting passenger: P122->28F(RIGHT)
Longest waiting ticks: 823

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 37
Multiple-blocker events: 6
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 1846
Maximum occupied tiles: 12
Seat events: 124
Single-blocker events: 37
Multiple-blocker events: 12
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 123
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4149
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5109
Total stationary ticks: 95294
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 493
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 493
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.29
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5689
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 593
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 593
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.30
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5694
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 595
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 595
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.29
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5689
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 593
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 593
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4304
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5385
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4303
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5384
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4304
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5385
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
============================================================
Date/Time: 2026-07-17 17:13:06
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 68
DETERMINISTIC ASYNCHRONOUS TICK SCHEDULER
************************************************************
Experiment seed: 9783790101901
Scenarios executed: 90
Successful completions: 66
Incomplete/MAX_TICKS: 24
Average completed ticks: 1367.00
Average waiting ticks: 460.14
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:47
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:47
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:47
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:47
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:47
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:47
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:47
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.28
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8069
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9772
Total stationary ticks: 213222
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 782
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 782
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:47
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.23
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8079
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9784
Total stationary ticks: 213224
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 775
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 775
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:47
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.23
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8079
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9784
Total stationary ticks: 213224
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 775
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 775
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20936
Total stationary ticks: 204785
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 388
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20922
Total stationary ticks: 204781
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 380
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20936
Total stationary ticks: 204785
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 388
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2349
Passengers seated: 226/235
Average waiting ticks: 412.04
Longest waiting passenger: P148->22D(RIGHT)
Longest waiting ticks: 2308

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 10
Cluster candidates evaluated: 3
Executable cluster candidates: 1
Rejected cluster candidates: 2
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 9
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1602
Regions dissolved: 2
Repeated reconstructions avoided: 1602
Largest region lifetime: 1574
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1574:occupied=9
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1520
State changes reopening evaluation: 9
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1850
Maximum occupied tiles: 13
Seat events: 115
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1668
Reservations granted: 1665
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 7
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11128
Longest unresolved passenger ID: 198
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 7
Longest dependency chain: P102(27G/RIGHT) -> P111(26C/RIGHT) -> P180(26D/RIGHT) -> P228(28H/RIGHT) -> P123(29E/RIGHT) -> P198(30F/RIGHT) -> P69(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 102
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 7
Total blocked ticks: 18631
Total stationary ticks: 110660
Seat-event requests: 1780
Failed seat-event starts: 1554

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 69
Critical blocker identity: P69->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 6
Critical tree size including blocker: 7
Critical tree depth: 7
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 9
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P69(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P198(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P123(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P228(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P180(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P111(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P102(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1519
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1519
Rear-boundary failures: 35
Middle-bank reservation failures: 3
Active-event deferrals: 539
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1782\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1522\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 892
Passengers seated: 235/235
Average waiting ticks: 399.84
Longest waiting passenger: P204->17E(RIGHT)
Longest waiting ticks: 844

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1872
Maximum occupied tiles: 11
Seat events: 124
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 134
Reservations granted: 131
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3993
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4927
Total stationary ticks: 97124
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 507
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 507
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 892
Passengers seated: 235/235
Average waiting ticks: 399.84
Longest waiting passenger: P204->17E(RIGHT)
Longest waiting ticks: 844

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1872
Maximum occupied tiles: 11
Seat events: 124
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 134
Reservations granted: 131
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3993
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4927
Total stationary ticks: 97124
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 507
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 507
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.76
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6822
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8389
Total stationary ticks: 218685
Seat-event requests: 375
Failed seat-event starts: 22

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 864
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 22
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 864
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.79
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6817
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8387
Total stationary ticks: 218684
Seat-event requests: 374
Failed seat-event starts: 21

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 871
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 21
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 871
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.76
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6822
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8389
Total stationary ticks: 218685
Seat-event requests: 375
Failed seat-event starts: 22

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 864
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 22
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 864
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.57
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4487
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5649
Total stationary ticks: 93738
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 539
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 539
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.62
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4472
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5637
Total stationary ticks: 93736
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 542
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 542
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.62
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4472
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5637
Total stationary ticks: 93736
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 542
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 542
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.61
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4339
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10065
Total stationary ticks: 99506
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 484
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.60
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4349
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10071
Total stationary ticks: 99508
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 485
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.60
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4349
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10071
Total stationary ticks: 99508
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 485
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.29
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8010
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9374
Total stationary ticks: 212715
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 643
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 643
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.32
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7975
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9381
Total stationary ticks: 212716
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 654
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 654
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.33
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7965
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9358
Total stationary ticks: 212708
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 646
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 646
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 383.92
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 125
Reservations denied/waited: 10
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4421
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5748
Total stationary ticks: 94039
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 646
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 10
Active-event deferrals: 646
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 384.07
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 133
Reservations granted: 125
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4381
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5693
Total stationary ticks: 94024
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 645
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 645
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 383.86
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 125
Reservations denied/waited: 10
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4431
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5747
Total stationary ticks: 94038
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 634
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 10
Active-event deferrals: 634
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.16
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 13
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5609
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14637
Total stationary ticks: 144501
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 702
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=925,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.23
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5567
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14536
Total stationary ticks: 144436
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 689
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.23
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5567
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14536
Total stationary ticks: 144436
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 689
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.22
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5688
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7053
Total stationary ticks: 134674
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.18
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5713
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7065
Total stationary ticks: 134676
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 656
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 656
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.22
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5688
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7053
Total stationary ticks: 134674
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.27
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5393
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 714
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 714
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.25
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5398
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 709
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 709
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.27
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5393
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 714
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 714
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.96
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6661
Total stationary ticks: 136880
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 528
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 528
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.97
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6655
Total stationary ticks: 136878
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 527
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 527
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.97
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6655
Total stationary ticks: 136878
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 527
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 527
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.66
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5622
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6765
Total stationary ticks: 135723
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.69
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5612
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6786
Total stationary ticks: 135730
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 574
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 574
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.69
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5612
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6786
Total stationary ticks: 135730
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 574
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 574
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2347
Passengers seated: 230/235
Average waiting ticks: 400.83
Longest waiting passenger: P105->29D(RIGHT)
Longest waiting ticks: 2279

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 6
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1613
Regions dissolved: 2
Repeated reconstructions avoided: 1613
Largest region lifetime: 1570
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1570:occupied=5
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1549
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1708
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 29
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1708
Reservations granted: 1708
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 6675
Longest unresolved passenger ID: 128
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P170(27E/RIGHT) -> P33(30G/RIGHT) -> P155(28G/RIGHT) -> P128(30F/RIGHT) -> P105(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 170
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 13109
Total stationary ticks: 103859
Seat-event requests: 1828
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 105
Critical blocker identity: P105->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P105(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P128(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P155(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P33(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P170(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1569
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 29
Rear-boundary failures: 1569
Middle-bank reservation failures: 0
Active-event deferrals: 562
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1826\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 394.17
Longest waiting passenger: P133->5B(LEFT)
Longest waiting ticks: 814

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 44
Regions dissolved: 2
Repeated reconstructions avoided: 44
Largest region lifetime: 34
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1717
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 142
Reservations granted: 142
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4251
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5354
Total stationary ticks: 96093
Seat-event requests: 264
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 394.17
Longest waiting passenger: P133->5B(LEFT)
Longest waiting ticks: 814

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 44
Regions dissolved: 2
Repeated reconstructions avoided: 44
Largest region lifetime: 34
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1717
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 142
Reservations granted: 142
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4251
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5354
Total stationary ticks: 96093
Seat-event requests: 264
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.63
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4587
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5751
Total stationary ticks: 94043
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 587
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 587
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.62
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4592
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5750
Total stationary ticks: 94042
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 583
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 583
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.63
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4587
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5751
Total stationary ticks: 94043
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 587
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 587
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.84
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 13
Cluster candidates evaluated: 14
Executable cluster candidates: 1
Rejected cluster candidates: 13
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1562
State changes reopening evaluation: 12
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16258
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26140
Total stationary ticks: 153459
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1100
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.87
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1564
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16243
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26119
Total stationary ticks: 153453
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1095
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.87
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1564
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16243
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26119
Total stationary ticks: 153453
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1095
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:48
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:49
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.31
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4313
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8439
Total stationary ticks: 96156
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 545
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:49
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.32
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4308
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8438
Total stationary ticks: 96155
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 546
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:49
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.31
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4313
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8439
Total stationary ticks: 96156
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 545
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:49
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2324
Passengers seated: 225/235
Average waiting ticks: 403.89
Longest waiting passenger: P83->29H(RIGHT)
Longest waiting ticks: 2280

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 10
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1684
Regions dissolved: 1
Repeated reconstructions avoided: 1684
Largest region lifetime: 1673
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1673:occupied=10
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1540
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 38
Multiple-blocker events: 5
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1823
Maximum occupied tiles: 16
Seat events: 114
Single-blocker events: 32
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 122
Reservations granted: 120
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 8
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 12770
Longest unresolved passenger ID: 219
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 9
Longest dependency chain: P122(28F/RIGHT) -> P197(26G/RIGHT) -> P3(24H/RIGHT) -> P109(27C/RIGHT) -> P38(26C/RIGHT) -> P207(28H/RIGHT) -> P15(30H/RIGHT) -> P219(30G/RIGHT) -> P83(29H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 122
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 8
Total blocked ticks: 20545
Total stationary ticks: 110417
Seat-event requests: 1790
Failed seat-event starts: 1565

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 83
Critical blocker identity: P83->29H(RIGHT)
Direct fan-out: 1
Total indirect descendants: 8
Critical tree size including blocker: 9
Critical tree depth: 9
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 10
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P83(29H/RIGHT/WAITING_FOR_SEAT_EVENT)
  P219(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P15(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P207(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P38(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P109(27C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P3(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P197(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P122(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1565
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 123
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1565
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 677
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[123]: P123(30D/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P123->30D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P123{seat=30D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=623,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 30
Current unavailable yield tiles: 30
Current yield-tile occupants: 123
Final row-event chain: 83|123
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1791\nPrecedence substitutions made: 0\nDependency chains followed: 1555\nBlocked by waiting-row occupant: 1555\nSubstituted events started: 1\nOccupied-space rejections: 1566\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:49
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 891
Passengers seated: 235/235
Average waiting ticks: 391.23
Longest waiting passenger: P122->28F(RIGHT)
Longest waiting ticks: 823

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 37
Multiple-blocker events: 6
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 1846
Maximum occupied tiles: 12
Seat events: 124
Single-blocker events: 37
Multiple-blocker events: 12
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 123
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4149
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5109
Total stationary ticks: 95294
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 493
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 493
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:49
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 891
Passengers seated: 235/235
Average waiting ticks: 391.23
Longest waiting passenger: P122->28F(RIGHT)
Longest waiting ticks: 823

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 37
Multiple-blocker events: 6
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 1846
Maximum occupied tiles: 12
Seat events: 124
Single-blocker events: 37
Multiple-blocker events: 12
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 123
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4149
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5109
Total stationary ticks: 95294
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 493
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 493
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:49
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.29
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5689
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 593
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 593
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:49
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.30
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5694
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 595
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 595
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:49
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.29
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5689
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 593
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 593
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:49
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:49
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:49
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:49
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4304
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5385
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:49
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4303
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5384
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:49
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4304
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5385
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:49
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:49
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:49
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:49
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:49
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
============================================================
Date/Time: 2026-07-17 17:52:49
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 69
CONCURRENT TICK VALIDATION AND OPERATIONAL EVENT LOG
************************************************************
Experiment seed: 9783790101901
Scenarios executed: 90
Successful completions: 66
Incomplete/MAX_TICKS: 24
Average completed ticks: 1367.00
Average waiting ticks: 460.14
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:57
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:57
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:57
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:57
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:57
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:57
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:57
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.28
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8069
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9772
Total stationary ticks: 213222
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 782
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 782
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:57
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.23
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8079
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9784
Total stationary ticks: 213224
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 775
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 775
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:57
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.23
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8079
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9784
Total stationary ticks: 213224
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 775
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 775
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:57
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20936
Total stationary ticks: 204785
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 388
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:57
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20922
Total stationary ticks: 204781
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 380
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:57
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20936
Total stationary ticks: 204785
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 388
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:57
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:57
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:57
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:57
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2349
Passengers seated: 226/235
Average waiting ticks: 412.04
Longest waiting passenger: P148->22D(RIGHT)
Longest waiting ticks: 2308

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 10
Cluster candidates evaluated: 3
Executable cluster candidates: 1
Rejected cluster candidates: 2
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 9
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1602
Regions dissolved: 2
Repeated reconstructions avoided: 1602
Largest region lifetime: 1574
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1574:occupied=9
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1520
State changes reopening evaluation: 9
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1850
Maximum occupied tiles: 13
Seat events: 115
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1668
Reservations granted: 1665
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 7
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11128
Longest unresolved passenger ID: 198
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 7
Longest dependency chain: P102(27G/RIGHT) -> P111(26C/RIGHT) -> P180(26D/RIGHT) -> P228(28H/RIGHT) -> P123(29E/RIGHT) -> P198(30F/RIGHT) -> P69(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 102
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 7
Total blocked ticks: 18631
Total stationary ticks: 110660
Seat-event requests: 1780
Failed seat-event starts: 1554

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 69
Critical blocker identity: P69->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 6
Critical tree size including blocker: 7
Critical tree depth: 7
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 9
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P69(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P198(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P123(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P228(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P180(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P111(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P102(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1519
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1519
Rear-boundary failures: 35
Middle-bank reservation failures: 3
Active-event deferrals: 539
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1782\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1522\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:57
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 892
Passengers seated: 235/235
Average waiting ticks: 399.84
Longest waiting passenger: P204->17E(RIGHT)
Longest waiting ticks: 844

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1872
Maximum occupied tiles: 11
Seat events: 124
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 134
Reservations granted: 131
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3993
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4927
Total stationary ticks: 97124
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 507
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 507
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:57
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 892
Passengers seated: 235/235
Average waiting ticks: 399.84
Longest waiting passenger: P204->17E(RIGHT)
Longest waiting ticks: 844

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1872
Maximum occupied tiles: 11
Seat events: 124
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 134
Reservations granted: 131
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3993
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4927
Total stationary ticks: 97124
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 507
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 507
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:57
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.76
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6822
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8389
Total stationary ticks: 218685
Seat-event requests: 375
Failed seat-event starts: 22

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 864
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 22
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 864
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:57
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.79
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6817
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8387
Total stationary ticks: 218684
Seat-event requests: 374
Failed seat-event starts: 21

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 871
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 21
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 871
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:57
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.76
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6822
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8389
Total stationary ticks: 218685
Seat-event requests: 375
Failed seat-event starts: 22

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 864
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 22
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 864
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:57
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.57
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4487
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5649
Total stationary ticks: 93738
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 539
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 539
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:57
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.62
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4472
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5637
Total stationary ticks: 93736
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 542
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 542
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:57
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.62
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4472
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5637
Total stationary ticks: 93736
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 542
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 542
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:57
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:57
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:57
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:57
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.61
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4339
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10065
Total stationary ticks: 99506
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 484
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:57
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.60
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4349
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10071
Total stationary ticks: 99508
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 485
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:57
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.60
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4349
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10071
Total stationary ticks: 99508
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 485
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:57
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.29
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8010
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9374
Total stationary ticks: 212715
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 643
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 643
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.32
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7975
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9381
Total stationary ticks: 212716
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 654
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 654
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.33
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7965
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9358
Total stationary ticks: 212708
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 646
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 646
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 383.92
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 125
Reservations denied/waited: 10
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4421
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5748
Total stationary ticks: 94039
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 646
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 10
Active-event deferrals: 646
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 384.07
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 133
Reservations granted: 125
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4381
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5693
Total stationary ticks: 94024
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 645
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 645
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 383.86
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 125
Reservations denied/waited: 10
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4431
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5747
Total stationary ticks: 94038
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 634
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 10
Active-event deferrals: 634
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.16
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 13
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5609
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14637
Total stationary ticks: 144501
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 702
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=925,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.23
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5567
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14536
Total stationary ticks: 144436
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 689
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.23
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5567
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14536
Total stationary ticks: 144436
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 689
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.22
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5688
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7053
Total stationary ticks: 134674
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.18
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5713
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7065
Total stationary ticks: 134676
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 656
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 656
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.22
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5688
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7053
Total stationary ticks: 134674
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.27
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5393
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 714
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 714
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.25
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5398
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 709
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 709
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.27
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5393
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 714
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 714
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.96
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6661
Total stationary ticks: 136880
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 528
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 528
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.97
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6655
Total stationary ticks: 136878
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 527
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 527
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.97
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6655
Total stationary ticks: 136878
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 527
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 527
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.66
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5622
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6765
Total stationary ticks: 135723
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.69
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5612
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6786
Total stationary ticks: 135730
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 574
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 574
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.69
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5612
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6786
Total stationary ticks: 135730
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 574
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 574
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2347
Passengers seated: 230/235
Average waiting ticks: 400.83
Longest waiting passenger: P105->29D(RIGHT)
Longest waiting ticks: 2279

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 6
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1613
Regions dissolved: 2
Repeated reconstructions avoided: 1613
Largest region lifetime: 1570
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1570:occupied=5
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1549
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1708
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 29
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1708
Reservations granted: 1708
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 6675
Longest unresolved passenger ID: 128
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P170(27E/RIGHT) -> P33(30G/RIGHT) -> P155(28G/RIGHT) -> P128(30F/RIGHT) -> P105(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 170
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 13109
Total stationary ticks: 103859
Seat-event requests: 1828
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 105
Critical blocker identity: P105->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P105(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P128(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P155(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P33(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P170(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1569
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 29
Rear-boundary failures: 1569
Middle-bank reservation failures: 0
Active-event deferrals: 562
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1826\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 394.17
Longest waiting passenger: P133->5B(LEFT)
Longest waiting ticks: 814

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 44
Regions dissolved: 2
Repeated reconstructions avoided: 44
Largest region lifetime: 34
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1717
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 142
Reservations granted: 142
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4251
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5354
Total stationary ticks: 96093
Seat-event requests: 264
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 394.17
Longest waiting passenger: P133->5B(LEFT)
Longest waiting ticks: 814

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 44
Regions dissolved: 2
Repeated reconstructions avoided: 44
Largest region lifetime: 34
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1717
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 142
Reservations granted: 142
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4251
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5354
Total stationary ticks: 96093
Seat-event requests: 264
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.63
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4587
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5751
Total stationary ticks: 94043
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 587
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 587
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.62
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4592
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5750
Total stationary ticks: 94042
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 583
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 583
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.63
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4587
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5751
Total stationary ticks: 94043
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 587
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 587
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.84
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 13
Cluster candidates evaluated: 14
Executable cluster candidates: 1
Rejected cluster candidates: 13
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1562
State changes reopening evaluation: 12
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16258
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26140
Total stationary ticks: 153459
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1100
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.87
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1564
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16243
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26119
Total stationary ticks: 153453
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1095
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.87
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1564
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16243
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26119
Total stationary ticks: 153453
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1095
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.31
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4313
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8439
Total stationary ticks: 96156
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 545
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.32
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4308
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8438
Total stationary ticks: 96155
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 546
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.31
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4313
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8439
Total stationary ticks: 96156
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 545
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2324
Passengers seated: 225/235
Average waiting ticks: 403.89
Longest waiting passenger: P83->29H(RIGHT)
Longest waiting ticks: 2280

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 10
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1684
Regions dissolved: 1
Repeated reconstructions avoided: 1684
Largest region lifetime: 1673
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1673:occupied=10
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1540
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 38
Multiple-blocker events: 5
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1823
Maximum occupied tiles: 16
Seat events: 114
Single-blocker events: 32
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 122
Reservations granted: 120
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 8
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 12770
Longest unresolved passenger ID: 219
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 9
Longest dependency chain: P122(28F/RIGHT) -> P197(26G/RIGHT) -> P3(24H/RIGHT) -> P109(27C/RIGHT) -> P38(26C/RIGHT) -> P207(28H/RIGHT) -> P15(30H/RIGHT) -> P219(30G/RIGHT) -> P83(29H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 122
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 8
Total blocked ticks: 20545
Total stationary ticks: 110417
Seat-event requests: 1790
Failed seat-event starts: 1565

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 83
Critical blocker identity: P83->29H(RIGHT)
Direct fan-out: 1
Total indirect descendants: 8
Critical tree size including blocker: 9
Critical tree depth: 9
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 10
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P83(29H/RIGHT/WAITING_FOR_SEAT_EVENT)
  P219(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P15(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P207(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P38(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P109(27C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P3(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P197(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P122(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1565
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 123
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1565
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 677
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[123]: P123(30D/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P123->30D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P123{seat=30D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=623,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 30
Current unavailable yield tiles: 30
Current yield-tile occupants: 123
Final row-event chain: 83|123
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1791\nPrecedence substitutions made: 0\nDependency chains followed: 1555\nBlocked by waiting-row occupant: 1555\nSubstituted events started: 1\nOccupied-space rejections: 1566\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 891
Passengers seated: 235/235
Average waiting ticks: 391.23
Longest waiting passenger: P122->28F(RIGHT)
Longest waiting ticks: 823

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 37
Multiple-blocker events: 6
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 1846
Maximum occupied tiles: 12
Seat events: 124
Single-blocker events: 37
Multiple-blocker events: 12
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 123
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4149
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5109
Total stationary ticks: 95294
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 493
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 493
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 891
Passengers seated: 235/235
Average waiting ticks: 391.23
Longest waiting passenger: P122->28F(RIGHT)
Longest waiting ticks: 823

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 37
Multiple-blocker events: 6
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 1846
Maximum occupied tiles: 12
Seat events: 124
Single-blocker events: 37
Multiple-blocker events: 12
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 123
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4149
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5109
Total stationary ticks: 95294
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 493
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 493
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.29
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5689
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 593
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 593
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.30
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5694
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 595
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 595
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.29
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5689
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 593
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 593
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4304
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5385
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4303
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5384
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4304
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5385
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
============================================================
Date/Time: 2026-07-17 18:25:58
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 70
OPERATIONAL TIME CALIBRATION AND SIMPLIFIED PASSENGER REPORTING
************************************************************
Experiment seed: 9783790101901
Scenarios executed: 90
Successful completions: 66
Incomplete/MAX_TICKS: 24
Average completed ticks: 1367.00
Average waiting ticks: 460.14
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:07
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:08
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:08
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:08
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:08
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.28
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8069
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9772
Total stationary ticks: 213222
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 782
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 782
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:08
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.23
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8079
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9784
Total stationary ticks: 213224
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 775
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 775
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:08
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.23
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8079
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9784
Total stationary ticks: 213224
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 775
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 775
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20936
Total stationary ticks: 204785
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 388
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:08
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20922
Total stationary ticks: 204781
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 380
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:08
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20936
Total stationary ticks: 204785
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 388
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:08
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:08
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2349
Passengers seated: 226/235
Average waiting ticks: 412.04
Longest waiting passenger: P148->22D(RIGHT)
Longest waiting ticks: 2308

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 10
Cluster candidates evaluated: 3
Executable cluster candidates: 1
Rejected cluster candidates: 2
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 9
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1602
Regions dissolved: 2
Repeated reconstructions avoided: 1602
Largest region lifetime: 1574
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1574:occupied=9
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1520
State changes reopening evaluation: 9
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1850
Maximum occupied tiles: 13
Seat events: 115
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1668
Reservations granted: 1665
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 7
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11128
Longest unresolved passenger ID: 198
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 7
Longest dependency chain: P102(27G/RIGHT) -> P111(26C/RIGHT) -> P180(26D/RIGHT) -> P228(28H/RIGHT) -> P123(29E/RIGHT) -> P198(30F/RIGHT) -> P69(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 102
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 7
Total blocked ticks: 18631
Total stationary ticks: 110660
Seat-event requests: 1780
Failed seat-event starts: 1554

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 69
Critical blocker identity: P69->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 6
Critical tree size including blocker: 7
Critical tree depth: 7
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 9
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P69(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P198(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P123(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P228(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P180(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P111(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P102(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1519
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1519
Rear-boundary failures: 35
Middle-bank reservation failures: 3
Active-event deferrals: 539
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1782\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1522\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:08
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 892
Passengers seated: 235/235
Average waiting ticks: 399.84
Longest waiting passenger: P204->17E(RIGHT)
Longest waiting ticks: 844

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1872
Maximum occupied tiles: 11
Seat events: 124
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 134
Reservations granted: 131
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3993
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4927
Total stationary ticks: 97124
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 507
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 507
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:08
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 892
Passengers seated: 235/235
Average waiting ticks: 399.84
Longest waiting passenger: P204->17E(RIGHT)
Longest waiting ticks: 844

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1872
Maximum occupied tiles: 11
Seat events: 124
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 134
Reservations granted: 131
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3993
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4927
Total stationary ticks: 97124
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 507
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 507
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.76
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6822
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8389
Total stationary ticks: 218685
Seat-event requests: 375
Failed seat-event starts: 22

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 864
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 22
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 864
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:08
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.79
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6817
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8387
Total stationary ticks: 218684
Seat-event requests: 374
Failed seat-event starts: 21

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 871
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 21
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 871
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:08
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.76
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6822
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8389
Total stationary ticks: 218685
Seat-event requests: 375
Failed seat-event starts: 22

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 864
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 22
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 864
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.57
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4487
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5649
Total stationary ticks: 93738
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 539
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 539
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:08
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.62
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4472
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5637
Total stationary ticks: 93736
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 542
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 542
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:08
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.62
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4472
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5637
Total stationary ticks: 93736
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 542
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 542
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:08
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:08
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:08
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.61
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4339
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10065
Total stationary ticks: 99506
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 484
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:08
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.60
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4349
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10071
Total stationary ticks: 99508
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 485
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:08
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.60
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4349
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10071
Total stationary ticks: 99508
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 485
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.29
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8010
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9374
Total stationary ticks: 212715
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 643
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 643
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:09
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.32
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7975
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9381
Total stationary ticks: 212716
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 654
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 654
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:09
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.33
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7965
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9358
Total stationary ticks: 212708
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 646
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 646
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 383.92
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 125
Reservations denied/waited: 10
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4421
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5748
Total stationary ticks: 94039
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 646
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 10
Active-event deferrals: 646
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:09
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 384.07
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 133
Reservations granted: 125
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4381
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5693
Total stationary ticks: 94024
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 645
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 645
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:09
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 383.86
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 125
Reservations denied/waited: 10
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4431
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5747
Total stationary ticks: 94038
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 634
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 10
Active-event deferrals: 634
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.16
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 13
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5609
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14637
Total stationary ticks: 144501
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 702
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=925,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:09
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.23
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5567
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14536
Total stationary ticks: 144436
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 689
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:09
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.23
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5567
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14536
Total stationary ticks: 144436
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 689
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.22
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5688
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7053
Total stationary ticks: 134674
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:09
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.18
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5713
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7065
Total stationary ticks: 134676
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 656
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 656
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:09
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.22
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5688
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7053
Total stationary ticks: 134674
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.27
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5393
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 714
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 714
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:09
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.25
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5398
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 709
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 709
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:09
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.27
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5393
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 714
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 714
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.96
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6661
Total stationary ticks: 136880
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 528
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 528
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:09
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.97
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6655
Total stationary ticks: 136878
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 527
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 527
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:09
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.97
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6655
Total stationary ticks: 136878
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 527
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 527
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.66
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5622
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6765
Total stationary ticks: 135723
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:09
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.69
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5612
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6786
Total stationary ticks: 135730
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 574
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 574
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:09
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.69
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5612
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6786
Total stationary ticks: 135730
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 574
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 574
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:09
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:09
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2347
Passengers seated: 230/235
Average waiting ticks: 400.83
Longest waiting passenger: P105->29D(RIGHT)
Longest waiting ticks: 2279

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 6
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1613
Regions dissolved: 2
Repeated reconstructions avoided: 1613
Largest region lifetime: 1570
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1570:occupied=5
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1549
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1708
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 29
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1708
Reservations granted: 1708
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 6675
Longest unresolved passenger ID: 128
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P170(27E/RIGHT) -> P33(30G/RIGHT) -> P155(28G/RIGHT) -> P128(30F/RIGHT) -> P105(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 170
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 13109
Total stationary ticks: 103859
Seat-event requests: 1828
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 105
Critical blocker identity: P105->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P105(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P128(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P155(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P33(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P170(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1569
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 29
Rear-boundary failures: 1569
Middle-bank reservation failures: 0
Active-event deferrals: 562
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1826\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:09
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 394.17
Longest waiting passenger: P133->5B(LEFT)
Longest waiting ticks: 814

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 44
Regions dissolved: 2
Repeated reconstructions avoided: 44
Largest region lifetime: 34
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1717
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 142
Reservations granted: 142
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4251
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5354
Total stationary ticks: 96093
Seat-event requests: 264
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:09
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 394.17
Longest waiting passenger: P133->5B(LEFT)
Longest waiting ticks: 814

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 44
Regions dissolved: 2
Repeated reconstructions avoided: 44
Largest region lifetime: 34
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1717
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 142
Reservations granted: 142
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4251
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5354
Total stationary ticks: 96093
Seat-event requests: 264
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.63
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4587
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5751
Total stationary ticks: 94043
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 587
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 587
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:09
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.62
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4592
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5750
Total stationary ticks: 94042
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 583
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 583
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:09
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.63
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4587
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5751
Total stationary ticks: 94043
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 587
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 587
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:09
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:09
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.84
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 13
Cluster candidates evaluated: 14
Executable cluster candidates: 1
Rejected cluster candidates: 13
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1562
State changes reopening evaluation: 12
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16258
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26140
Total stationary ticks: 153459
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1100
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:10
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.87
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1564
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16243
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26119
Total stationary ticks: 153453
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1095
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:10
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.87
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1564
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16243
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26119
Total stationary ticks: 153453
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1095
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:10
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:10
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.31
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4313
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8439
Total stationary ticks: 96156
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 545
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:10
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.32
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4308
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8438
Total stationary ticks: 96155
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 546
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:10
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.31
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4313
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8439
Total stationary ticks: 96156
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 545
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2324
Passengers seated: 225/235
Average waiting ticks: 403.89
Longest waiting passenger: P83->29H(RIGHT)
Longest waiting ticks: 2280

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 10
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1684
Regions dissolved: 1
Repeated reconstructions avoided: 1684
Largest region lifetime: 1673
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1673:occupied=10
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1540
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 38
Multiple-blocker events: 5
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1823
Maximum occupied tiles: 16
Seat events: 114
Single-blocker events: 32
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 122
Reservations granted: 120
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 8
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 12770
Longest unresolved passenger ID: 219
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 9
Longest dependency chain: P122(28F/RIGHT) -> P197(26G/RIGHT) -> P3(24H/RIGHT) -> P109(27C/RIGHT) -> P38(26C/RIGHT) -> P207(28H/RIGHT) -> P15(30H/RIGHT) -> P219(30G/RIGHT) -> P83(29H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 122
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 8
Total blocked ticks: 20545
Total stationary ticks: 110417
Seat-event requests: 1790
Failed seat-event starts: 1565

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 83
Critical blocker identity: P83->29H(RIGHT)
Direct fan-out: 1
Total indirect descendants: 8
Critical tree size including blocker: 9
Critical tree depth: 9
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 10
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P83(29H/RIGHT/WAITING_FOR_SEAT_EVENT)
  P219(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P15(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P207(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P38(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P109(27C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P3(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P197(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P122(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1565
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 123
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1565
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 677
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[123]: P123(30D/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P123->30D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P123{seat=30D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=623,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 30
Current unavailable yield tiles: 30
Current yield-tile occupants: 123
Final row-event chain: 83|123
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1791\nPrecedence substitutions made: 0\nDependency chains followed: 1555\nBlocked by waiting-row occupant: 1555\nSubstituted events started: 1\nOccupied-space rejections: 1566\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:10
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 891
Passengers seated: 235/235
Average waiting ticks: 391.23
Longest waiting passenger: P122->28F(RIGHT)
Longest waiting ticks: 823

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 37
Multiple-blocker events: 6
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 1846
Maximum occupied tiles: 12
Seat events: 124
Single-blocker events: 37
Multiple-blocker events: 12
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 123
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4149
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5109
Total stationary ticks: 95294
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 493
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 493
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:10
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 891
Passengers seated: 235/235
Average waiting ticks: 391.23
Longest waiting passenger: P122->28F(RIGHT)
Longest waiting ticks: 823

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 37
Multiple-blocker events: 6
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 1846
Maximum occupied tiles: 12
Seat events: 124
Single-blocker events: 37
Multiple-blocker events: 12
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 123
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4149
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5109
Total stationary ticks: 95294
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 493
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 493
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.29
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5689
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 593
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 593
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:10
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.30
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5694
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 595
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 595
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:10
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.29
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5689
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 593
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 593
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:10
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:10
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4304
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5385
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:10
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4303
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5384
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:10
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4304
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5385
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:10
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:10
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:10
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
============================================================
Date/Time: 2026-07-17 20:24:10
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 71
REPRESENTATIVE DEPENDENCY-CHAIN ANALYSIS
************************************************************
Experiment seed: 9783790101901
Scenarios executed: 90
Successful completions: 66
Incomplete/MAX_TICKS: 24
Average completed ticks: 1367.00
Average waiting ticks: 460.14
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:02
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:03
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:03
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:03
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:03
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:03
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:03
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.28
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8069
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9772
Total stationary ticks: 213222
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 782
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 782
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:03
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.23
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8079
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9784
Total stationary ticks: 213224
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 775
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 775
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:03
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.23
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8079
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9784
Total stationary ticks: 213224
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 775
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 775
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:03
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20936
Total stationary ticks: 204785
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 388
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:03
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20922
Total stationary ticks: 204781
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 380
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:03
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20936
Total stationary ticks: 204785
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 388
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:03
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:03
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:03
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:03
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2349
Passengers seated: 226/235
Average waiting ticks: 412.04
Longest waiting passenger: P148->22D(RIGHT)
Longest waiting ticks: 2308

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 10
Cluster candidates evaluated: 3
Executable cluster candidates: 1
Rejected cluster candidates: 2
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 9
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1602
Regions dissolved: 2
Repeated reconstructions avoided: 1602
Largest region lifetime: 1574
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1574:occupied=9
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1520
State changes reopening evaluation: 9
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1850
Maximum occupied tiles: 13
Seat events: 115
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1668
Reservations granted: 1665
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 7
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11128
Longest unresolved passenger ID: 198
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 7
Longest dependency chain: P102(27G/RIGHT) -> P111(26C/RIGHT) -> P180(26D/RIGHT) -> P228(28H/RIGHT) -> P123(29E/RIGHT) -> P198(30F/RIGHT) -> P69(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 102
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 7
Total blocked ticks: 18631
Total stationary ticks: 110660
Seat-event requests: 1780
Failed seat-event starts: 1554

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 69
Critical blocker identity: P69->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 6
Critical tree size including blocker: 7
Critical tree depth: 7
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 9
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P69(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P198(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P123(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P228(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P180(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P111(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P102(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1519
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1519
Rear-boundary failures: 35
Middle-bank reservation failures: 3
Active-event deferrals: 539
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1782\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1522\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:03
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 892
Passengers seated: 235/235
Average waiting ticks: 399.84
Longest waiting passenger: P204->17E(RIGHT)
Longest waiting ticks: 844

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1872
Maximum occupied tiles: 11
Seat events: 124
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 134
Reservations granted: 131
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3993
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4927
Total stationary ticks: 97124
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 507
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 507
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:03
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 892
Passengers seated: 235/235
Average waiting ticks: 399.84
Longest waiting passenger: P204->17E(RIGHT)
Longest waiting ticks: 844

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1872
Maximum occupied tiles: 11
Seat events: 124
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 134
Reservations granted: 131
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3993
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4927
Total stationary ticks: 97124
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 507
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 507
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:03
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.76
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6822
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8389
Total stationary ticks: 218685
Seat-event requests: 375
Failed seat-event starts: 22

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 864
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 22
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 864
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:03
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.79
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6817
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8387
Total stationary ticks: 218684
Seat-event requests: 374
Failed seat-event starts: 21

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 871
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 21
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 871
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:03
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.76
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6822
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8389
Total stationary ticks: 218685
Seat-event requests: 375
Failed seat-event starts: 22

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 864
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 22
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 864
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:03
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.57
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4487
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5649
Total stationary ticks: 93738
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 539
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 539
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:03
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.62
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4472
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5637
Total stationary ticks: 93736
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 542
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 542
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:03
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.62
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4472
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5637
Total stationary ticks: 93736
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 542
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 542
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:04
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:04
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.61
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4339
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10065
Total stationary ticks: 99506
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 484
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:04
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.60
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4349
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10071
Total stationary ticks: 99508
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 485
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:04
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.60
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4349
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10071
Total stationary ticks: 99508
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 485
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.29
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8010
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9374
Total stationary ticks: 212715
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 643
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 643
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:04
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.32
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7975
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9381
Total stationary ticks: 212716
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 654
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 654
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:04
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.33
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7965
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9358
Total stationary ticks: 212708
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 646
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 646
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 383.92
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 125
Reservations denied/waited: 10
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4421
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5748
Total stationary ticks: 94039
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 646
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 10
Active-event deferrals: 646
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:04
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 384.07
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 133
Reservations granted: 125
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4381
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5693
Total stationary ticks: 94024
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 645
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 645
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:04
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 383.86
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 125
Reservations denied/waited: 10
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4431
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5747
Total stationary ticks: 94038
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 634
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 10
Active-event deferrals: 634
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.16
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 13
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5609
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14637
Total stationary ticks: 144501
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 702
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=925,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:04
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.23
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5567
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14536
Total stationary ticks: 144436
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 689
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:04
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.23
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5567
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14536
Total stationary ticks: 144436
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 689
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.22
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5688
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7053
Total stationary ticks: 134674
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:04
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.18
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5713
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7065
Total stationary ticks: 134676
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 656
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 656
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:04
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.22
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5688
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7053
Total stationary ticks: 134674
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.27
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5393
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 714
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 714
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:04
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.25
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5398
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 709
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 709
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:04
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.27
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5393
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 714
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 714
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.96
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6661
Total stationary ticks: 136880
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 528
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 528
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:04
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.97
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6655
Total stationary ticks: 136878
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 527
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 527
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:04
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.97
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6655
Total stationary ticks: 136878
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 527
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 527
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:05
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.66
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5622
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6765
Total stationary ticks: 135723
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:05
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.69
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5612
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6786
Total stationary ticks: 135730
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 574
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 574
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:05
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.69
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5612
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6786
Total stationary ticks: 135730
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 574
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 574
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:05
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:05
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:05
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:05
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2347
Passengers seated: 230/235
Average waiting ticks: 400.83
Longest waiting passenger: P105->29D(RIGHT)
Longest waiting ticks: 2279

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 6
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1613
Regions dissolved: 2
Repeated reconstructions avoided: 1613
Largest region lifetime: 1570
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1570:occupied=5
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1549
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1708
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 29
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1708
Reservations granted: 1708
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 6675
Longest unresolved passenger ID: 128
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P170(27E/RIGHT) -> P33(30G/RIGHT) -> P155(28G/RIGHT) -> P128(30F/RIGHT) -> P105(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 170
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 13109
Total stationary ticks: 103859
Seat-event requests: 1828
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 105
Critical blocker identity: P105->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P105(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P128(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P155(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P33(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P170(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1569
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 29
Rear-boundary failures: 1569
Middle-bank reservation failures: 0
Active-event deferrals: 562
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1826\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:05
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 394.17
Longest waiting passenger: P133->5B(LEFT)
Longest waiting ticks: 814

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 44
Regions dissolved: 2
Repeated reconstructions avoided: 44
Largest region lifetime: 34
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1717
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 142
Reservations granted: 142
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4251
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5354
Total stationary ticks: 96093
Seat-event requests: 264
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:05
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 394.17
Longest waiting passenger: P133->5B(LEFT)
Longest waiting ticks: 814

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 44
Regions dissolved: 2
Repeated reconstructions avoided: 44
Largest region lifetime: 34
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1717
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 142
Reservations granted: 142
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4251
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5354
Total stationary ticks: 96093
Seat-event requests: 264
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:05
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.63
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4587
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5751
Total stationary ticks: 94043
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 587
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 587
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:05
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.62
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4592
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5750
Total stationary ticks: 94042
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 583
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 583
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:05
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.63
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4587
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5751
Total stationary ticks: 94043
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 587
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 587
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:05
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:05
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:05
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:05
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.84
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 13
Cluster candidates evaluated: 14
Executable cluster candidates: 1
Rejected cluster candidates: 13
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1562
State changes reopening evaluation: 12
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16258
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26140
Total stationary ticks: 153459
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1100
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:05
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.87
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1564
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16243
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26119
Total stationary ticks: 153453
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1095
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:05
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.87
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1564
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16243
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26119
Total stationary ticks: 153453
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1095
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:05
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:05
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:05
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:05
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.31
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4313
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8439
Total stationary ticks: 96156
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 545
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:05
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.32
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4308
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8438
Total stationary ticks: 96155
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 546
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:05
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.31
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4313
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8439
Total stationary ticks: 96156
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 545
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:05
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2324
Passengers seated: 225/235
Average waiting ticks: 403.89
Longest waiting passenger: P83->29H(RIGHT)
Longest waiting ticks: 2280

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 10
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1684
Regions dissolved: 1
Repeated reconstructions avoided: 1684
Largest region lifetime: 1673
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1673:occupied=10
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1540
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 38
Multiple-blocker events: 5
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1823
Maximum occupied tiles: 16
Seat events: 114
Single-blocker events: 32
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 122
Reservations granted: 120
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 8
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 12770
Longest unresolved passenger ID: 219
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 9
Longest dependency chain: P122(28F/RIGHT) -> P197(26G/RIGHT) -> P3(24H/RIGHT) -> P109(27C/RIGHT) -> P38(26C/RIGHT) -> P207(28H/RIGHT) -> P15(30H/RIGHT) -> P219(30G/RIGHT) -> P83(29H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 122
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 8
Total blocked ticks: 20545
Total stationary ticks: 110417
Seat-event requests: 1790
Failed seat-event starts: 1565

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 83
Critical blocker identity: P83->29H(RIGHT)
Direct fan-out: 1
Total indirect descendants: 8
Critical tree size including blocker: 9
Critical tree depth: 9
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 10
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P83(29H/RIGHT/WAITING_FOR_SEAT_EVENT)
  P219(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P15(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P207(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P38(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P109(27C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P3(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P197(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P122(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1565
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 123
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1565
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 677
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[123]: P123(30D/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P123->30D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P123{seat=30D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=623,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 30
Current unavailable yield tiles: 30
Current yield-tile occupants: 123
Final row-event chain: 83|123
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1791\nPrecedence substitutions made: 0\nDependency chains followed: 1555\nBlocked by waiting-row occupant: 1555\nSubstituted events started: 1\nOccupied-space rejections: 1566\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:05
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 891
Passengers seated: 235/235
Average waiting ticks: 391.23
Longest waiting passenger: P122->28F(RIGHT)
Longest waiting ticks: 823

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 37
Multiple-blocker events: 6
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 1846
Maximum occupied tiles: 12
Seat events: 124
Single-blocker events: 37
Multiple-blocker events: 12
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 123
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4149
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5109
Total stationary ticks: 95294
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 493
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 493
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:05
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 891
Passengers seated: 235/235
Average waiting ticks: 391.23
Longest waiting passenger: P122->28F(RIGHT)
Longest waiting ticks: 823

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 37
Multiple-blocker events: 6
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 1846
Maximum occupied tiles: 12
Seat events: 124
Single-blocker events: 37
Multiple-blocker events: 12
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 123
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4149
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5109
Total stationary ticks: 95294
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 493
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 493
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:05
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.29
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5689
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 593
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 593
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:05
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.30
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5694
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 595
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 595
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:05
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.29
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5689
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 593
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 593
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:06
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:06
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:06
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:06
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4304
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5385
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:06
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4303
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5384
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:06
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4304
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5385
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:06
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:06
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:06
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:06
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:06
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-17 21:09:06
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
************************************************************
Experiment seed: 9783790101901
Scenarios executed: 90
Successful completions: 66
Incomplete/MAX_TICKS: 24
Average completed ticks: 1367.00
Average waiting ticks: 460.14
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:52
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:52
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:52
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:52
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:52
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.28
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8069
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9772
Total stationary ticks: 213222
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 782
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 782
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:52
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.23
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8079
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9784
Total stationary ticks: 213224
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 775
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 775
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:52
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.23
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8079
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9784
Total stationary ticks: 213224
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 775
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 775
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20936
Total stationary ticks: 204785
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 388
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:53
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20922
Total stationary ticks: 204781
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 380
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:53
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20936
Total stationary ticks: 204785
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 388
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:53
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:53
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2349
Passengers seated: 226/235
Average waiting ticks: 412.04
Longest waiting passenger: P148->22D(RIGHT)
Longest waiting ticks: 2308

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 10
Cluster candidates evaluated: 3
Executable cluster candidates: 1
Rejected cluster candidates: 2
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 9
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1602
Regions dissolved: 2
Repeated reconstructions avoided: 1602
Largest region lifetime: 1574
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1574:occupied=9
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1520
State changes reopening evaluation: 9
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1850
Maximum occupied tiles: 13
Seat events: 115
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1668
Reservations granted: 1665
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 7
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11128
Longest unresolved passenger ID: 198
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 7
Longest dependency chain: P102(27G/RIGHT) -> P111(26C/RIGHT) -> P180(26D/RIGHT) -> P228(28H/RIGHT) -> P123(29E/RIGHT) -> P198(30F/RIGHT) -> P69(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 102
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 7
Total blocked ticks: 18631
Total stationary ticks: 110660
Seat-event requests: 1780
Failed seat-event starts: 1554

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 69
Critical blocker identity: P69->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 6
Critical tree size including blocker: 7
Critical tree depth: 7
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 9
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P69(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P198(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P123(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P228(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P180(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P111(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P102(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1519
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1519
Rear-boundary failures: 35
Middle-bank reservation failures: 3
Active-event deferrals: 539
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1782\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1522\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:53
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 892
Passengers seated: 235/235
Average waiting ticks: 399.84
Longest waiting passenger: P204->17E(RIGHT)
Longest waiting ticks: 844

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1872
Maximum occupied tiles: 11
Seat events: 124
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 134
Reservations granted: 131
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3993
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4927
Total stationary ticks: 97124
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 507
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 507
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:53
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 892
Passengers seated: 235/235
Average waiting ticks: 399.84
Longest waiting passenger: P204->17E(RIGHT)
Longest waiting ticks: 844

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1872
Maximum occupied tiles: 11
Seat events: 124
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 134
Reservations granted: 131
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3993
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4927
Total stationary ticks: 97124
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 507
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 507
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.76
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6822
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8389
Total stationary ticks: 218685
Seat-event requests: 375
Failed seat-event starts: 22

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 864
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 22
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 864
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:53
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.79
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6817
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8387
Total stationary ticks: 218684
Seat-event requests: 374
Failed seat-event starts: 21

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 871
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 21
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 871
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:53
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.76
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6822
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8389
Total stationary ticks: 218685
Seat-event requests: 375
Failed seat-event starts: 22

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 864
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 22
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 864
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.57
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4487
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5649
Total stationary ticks: 93738
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 539
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 539
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:53
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.62
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4472
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5637
Total stationary ticks: 93736
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 542
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 542
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:53
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.62
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4472
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5637
Total stationary ticks: 93736
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 542
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 542
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:53
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:53
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.61
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4339
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10065
Total stationary ticks: 99506
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 484
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:53
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.60
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4349
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10071
Total stationary ticks: 99508
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 485
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:53
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.60
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4349
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10071
Total stationary ticks: 99508
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 485
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.29
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8010
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9374
Total stationary ticks: 212715
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 643
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 643
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:53
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.32
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7975
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9381
Total stationary ticks: 212716
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 654
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 654
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:53
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.33
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7965
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9358
Total stationary ticks: 212708
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 646
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 646
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 383.92
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 125
Reservations denied/waited: 10
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4421
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5748
Total stationary ticks: 94039
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 646
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 10
Active-event deferrals: 646
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:53
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 384.07
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 133
Reservations granted: 125
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4381
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5693
Total stationary ticks: 94024
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 645
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 645
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:53
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 383.86
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 125
Reservations denied/waited: 10
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4431
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5747
Total stationary ticks: 94038
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 634
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 10
Active-event deferrals: 634
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.16
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 13
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5609
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14637
Total stationary ticks: 144501
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 702
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=925,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:53
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.23
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5567
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14536
Total stationary ticks: 144436
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 689
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:53
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.23
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5567
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14536
Total stationary ticks: 144436
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 689
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:53
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.22
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5688
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7053
Total stationary ticks: 134674
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:53
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.18
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5713
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7065
Total stationary ticks: 134676
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 656
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 656
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:53
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.22
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5688
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7053
Total stationary ticks: 134674
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:54
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.27
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5393
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 714
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 714
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:54
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.25
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5398
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 709
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 709
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:54
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.27
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5393
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 714
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 714
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:54
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.96
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6661
Total stationary ticks: 136880
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 528
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 528
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:54
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.97
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6655
Total stationary ticks: 136878
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 527
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 527
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:54
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.97
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6655
Total stationary ticks: 136878
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 527
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 527
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:54
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.66
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5622
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6765
Total stationary ticks: 135723
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:54
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.69
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5612
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6786
Total stationary ticks: 135730
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 574
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 574
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:54
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.69
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5612
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6786
Total stationary ticks: 135730
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 574
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 574
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:54
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:54
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:54
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:54
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2347
Passengers seated: 230/235
Average waiting ticks: 400.83
Longest waiting passenger: P105->29D(RIGHT)
Longest waiting ticks: 2279

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 6
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1613
Regions dissolved: 2
Repeated reconstructions avoided: 1613
Largest region lifetime: 1570
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1570:occupied=5
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1549
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1708
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 29
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1708
Reservations granted: 1708
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 6675
Longest unresolved passenger ID: 128
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P170(27E/RIGHT) -> P33(30G/RIGHT) -> P155(28G/RIGHT) -> P128(30F/RIGHT) -> P105(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 170
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 13109
Total stationary ticks: 103859
Seat-event requests: 1828
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 105
Critical blocker identity: P105->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P105(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P128(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P155(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P33(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P170(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1569
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 29
Rear-boundary failures: 1569
Middle-bank reservation failures: 0
Active-event deferrals: 562
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1826\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:54
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 394.17
Longest waiting passenger: P133->5B(LEFT)
Longest waiting ticks: 814

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 44
Regions dissolved: 2
Repeated reconstructions avoided: 44
Largest region lifetime: 34
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1717
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 142
Reservations granted: 142
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4251
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5354
Total stationary ticks: 96093
Seat-event requests: 264
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:54
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 394.17
Longest waiting passenger: P133->5B(LEFT)
Longest waiting ticks: 814

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 44
Regions dissolved: 2
Repeated reconstructions avoided: 44
Largest region lifetime: 34
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1717
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 142
Reservations granted: 142
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4251
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5354
Total stationary ticks: 96093
Seat-event requests: 264
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:54
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.63
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4587
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5751
Total stationary ticks: 94043
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 587
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 587
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:54
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.62
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4592
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5750
Total stationary ticks: 94042
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 583
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 583
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:54
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.63
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4587
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5751
Total stationary ticks: 94043
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 587
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 587
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:54
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:54
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:54
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:54
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.84
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 13
Cluster candidates evaluated: 14
Executable cluster candidates: 1
Rejected cluster candidates: 13
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1562
State changes reopening evaluation: 12
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16258
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26140
Total stationary ticks: 153459
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1100
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:54
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.87
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1564
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16243
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26119
Total stationary ticks: 153453
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1095
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:54
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.87
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1564
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16243
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26119
Total stationary ticks: 153453
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1095
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:54
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:54
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:54
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:54
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.31
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4313
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8439
Total stationary ticks: 96156
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 545
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:54
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.32
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4308
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8438
Total stationary ticks: 96155
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 546
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:54
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.31
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4313
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8439
Total stationary ticks: 96156
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 545
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:54
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2324
Passengers seated: 225/235
Average waiting ticks: 403.89
Longest waiting passenger: P83->29H(RIGHT)
Longest waiting ticks: 2280

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 10
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1684
Regions dissolved: 1
Repeated reconstructions avoided: 1684
Largest region lifetime: 1673
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1673:occupied=10
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1540
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 38
Multiple-blocker events: 5
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1823
Maximum occupied tiles: 16
Seat events: 114
Single-blocker events: 32
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 122
Reservations granted: 120
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 8
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 12770
Longest unresolved passenger ID: 219
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 9
Longest dependency chain: P122(28F/RIGHT) -> P197(26G/RIGHT) -> P3(24H/RIGHT) -> P109(27C/RIGHT) -> P38(26C/RIGHT) -> P207(28H/RIGHT) -> P15(30H/RIGHT) -> P219(30G/RIGHT) -> P83(29H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 122
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 8
Total blocked ticks: 20545
Total stationary ticks: 110417
Seat-event requests: 1790
Failed seat-event starts: 1565

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 83
Critical blocker identity: P83->29H(RIGHT)
Direct fan-out: 1
Total indirect descendants: 8
Critical tree size including blocker: 9
Critical tree depth: 9
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 10
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P83(29H/RIGHT/WAITING_FOR_SEAT_EVENT)
  P219(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P15(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P207(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P38(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P109(27C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P3(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P197(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P122(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1565
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 123
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1565
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 677
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[123]: P123(30D/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P123->30D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P123{seat=30D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=623,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 30
Current unavailable yield tiles: 30
Current yield-tile occupants: 123
Final row-event chain: 83|123
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1791\nPrecedence substitutions made: 0\nDependency chains followed: 1555\nBlocked by waiting-row occupant: 1555\nSubstituted events started: 1\nOccupied-space rejections: 1566\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:54
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 891
Passengers seated: 235/235
Average waiting ticks: 391.23
Longest waiting passenger: P122->28F(RIGHT)
Longest waiting ticks: 823

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 37
Multiple-blocker events: 6
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 1846
Maximum occupied tiles: 12
Seat events: 124
Single-blocker events: 37
Multiple-blocker events: 12
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 123
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4149
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5109
Total stationary ticks: 95294
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 493
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 493
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:54
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 891
Passengers seated: 235/235
Average waiting ticks: 391.23
Longest waiting passenger: P122->28F(RIGHT)
Longest waiting ticks: 823

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 37
Multiple-blocker events: 6
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 1846
Maximum occupied tiles: 12
Seat events: 124
Single-blocker events: 37
Multiple-blocker events: 12
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 123
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4149
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5109
Total stationary ticks: 95294
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 493
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 493
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:54
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.29
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5689
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 593
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 593
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:54
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.30
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5694
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 595
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 595
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:54
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.29
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5689
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 593
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 593
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:54
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:54
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:54
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:54
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4304
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5385
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:54
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4303
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5384
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:54
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4304
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5385
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:54
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:54
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:54
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:54
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:54
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 19:58:54
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
************************************************************
Experiment seed: 9783790101901
Scenarios executed: 90
Successful completions: 66
Incomplete/MAX_TICKS: 24
Average completed ticks: 1367.00
Average waiting ticks: 460.14
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:17
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:17
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:17
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:17
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:17
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:17
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:17
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.28
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8069
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9772
Total stationary ticks: 213222
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 782
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 782
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:17
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.23
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8079
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9784
Total stationary ticks: 213224
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 775
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 775
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:17
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.23
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8079
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9784
Total stationary ticks: 213224
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 775
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 775
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:18
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20936
Total stationary ticks: 204785
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 388
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:18
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20922
Total stationary ticks: 204781
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 380
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:18
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20936
Total stationary ticks: 204785
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 388
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:18
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:18
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:18
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:18
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2349
Passengers seated: 226/235
Average waiting ticks: 412.04
Longest waiting passenger: P148->22D(RIGHT)
Longest waiting ticks: 2308

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 10
Cluster candidates evaluated: 3
Executable cluster candidates: 1
Rejected cluster candidates: 2
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 9
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1602
Regions dissolved: 2
Repeated reconstructions avoided: 1602
Largest region lifetime: 1574
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1574:occupied=9
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1520
State changes reopening evaluation: 9
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1850
Maximum occupied tiles: 13
Seat events: 115
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1668
Reservations granted: 1665
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 7
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11128
Longest unresolved passenger ID: 198
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 7
Longest dependency chain: P102(27G/RIGHT) -> P111(26C/RIGHT) -> P180(26D/RIGHT) -> P228(28H/RIGHT) -> P123(29E/RIGHT) -> P198(30F/RIGHT) -> P69(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 102
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 7
Total blocked ticks: 18631
Total stationary ticks: 110660
Seat-event requests: 1780
Failed seat-event starts: 1554

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 69
Critical blocker identity: P69->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 6
Critical tree size including blocker: 7
Critical tree depth: 7
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 9
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P69(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P198(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P123(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P228(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P180(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P111(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P102(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1519
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1519
Rear-boundary failures: 35
Middle-bank reservation failures: 3
Active-event deferrals: 539
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1782\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1522\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:18
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 892
Passengers seated: 235/235
Average waiting ticks: 399.84
Longest waiting passenger: P204->17E(RIGHT)
Longest waiting ticks: 844

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1872
Maximum occupied tiles: 11
Seat events: 124
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 134
Reservations granted: 131
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3993
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4927
Total stationary ticks: 97124
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 507
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 507
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:18
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 892
Passengers seated: 235/235
Average waiting ticks: 399.84
Longest waiting passenger: P204->17E(RIGHT)
Longest waiting ticks: 844

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1872
Maximum occupied tiles: 11
Seat events: 124
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 134
Reservations granted: 131
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3993
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4927
Total stationary ticks: 97124
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 507
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 507
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:18
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.76
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6822
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8389
Total stationary ticks: 218685
Seat-event requests: 375
Failed seat-event starts: 22

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 864
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 22
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 864
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:18
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.79
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6817
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8387
Total stationary ticks: 218684
Seat-event requests: 374
Failed seat-event starts: 21

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 871
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 21
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 871
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:18
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.76
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6822
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8389
Total stationary ticks: 218685
Seat-event requests: 375
Failed seat-event starts: 22

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 864
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 22
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 864
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:18
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.57
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4487
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5649
Total stationary ticks: 93738
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 539
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 539
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:18
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.62
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4472
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5637
Total stationary ticks: 93736
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 542
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 542
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:18
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.62
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4472
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5637
Total stationary ticks: 93736
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 542
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 542
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:18
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:18
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:18
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:19
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.61
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4339
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10065
Total stationary ticks: 99506
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 484
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:19
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.60
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4349
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10071
Total stationary ticks: 99508
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 485
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:19
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.60
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4349
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10071
Total stationary ticks: 99508
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 485
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:19
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.29
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8010
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9374
Total stationary ticks: 212715
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 643
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 643
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:19
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.32
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7975
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9381
Total stationary ticks: 212716
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 654
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 654
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:19
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.33
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7965
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9358
Total stationary ticks: 212708
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 646
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 646
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:19
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 383.92
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 125
Reservations denied/waited: 10
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4421
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5748
Total stationary ticks: 94039
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 646
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 10
Active-event deferrals: 646
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:19
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 384.07
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 133
Reservations granted: 125
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4381
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5693
Total stationary ticks: 94024
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 645
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 645
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:19
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 383.86
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 125
Reservations denied/waited: 10
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4431
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5747
Total stationary ticks: 94038
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 634
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 10
Active-event deferrals: 634
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:19
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.16
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 13
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5609
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14637
Total stationary ticks: 144501
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 702
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=925,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:19
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.23
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5567
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14536
Total stationary ticks: 144436
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 689
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:19
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.23
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5567
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14536
Total stationary ticks: 144436
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 689
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:19
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.22
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5688
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7053
Total stationary ticks: 134674
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:19
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.18
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5713
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7065
Total stationary ticks: 134676
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 656
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 656
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:19
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.22
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5688
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7053
Total stationary ticks: 134674
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:19
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.27
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5393
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 714
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 714
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:19
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.25
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5398
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 709
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 709
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:19
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.27
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5393
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 714
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 714
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:19
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.96
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6661
Total stationary ticks: 136880
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 528
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 528
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:19
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.97
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6655
Total stationary ticks: 136878
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 527
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 527
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:19
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.97
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6655
Total stationary ticks: 136878
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 527
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 527
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:20
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.66
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5622
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6765
Total stationary ticks: 135723
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:20
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.69
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5612
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6786
Total stationary ticks: 135730
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 574
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 574
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:20
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.69
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5612
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6786
Total stationary ticks: 135730
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 574
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 574
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:20
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:20
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:20
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:20
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2347
Passengers seated: 230/235
Average waiting ticks: 400.83
Longest waiting passenger: P105->29D(RIGHT)
Longest waiting ticks: 2279

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 6
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1613
Regions dissolved: 2
Repeated reconstructions avoided: 1613
Largest region lifetime: 1570
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1570:occupied=5
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1549
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1708
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 29
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1708
Reservations granted: 1708
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 6675
Longest unresolved passenger ID: 128
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P170(27E/RIGHT) -> P33(30G/RIGHT) -> P155(28G/RIGHT) -> P128(30F/RIGHT) -> P105(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 170
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 13109
Total stationary ticks: 103859
Seat-event requests: 1828
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 105
Critical blocker identity: P105->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P105(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P128(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P155(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P33(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P170(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1569
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 29
Rear-boundary failures: 1569
Middle-bank reservation failures: 0
Active-event deferrals: 562
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1826\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:20
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 394.17
Longest waiting passenger: P133->5B(LEFT)
Longest waiting ticks: 814

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 44
Regions dissolved: 2
Repeated reconstructions avoided: 44
Largest region lifetime: 34
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1717
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 142
Reservations granted: 142
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4251
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5354
Total stationary ticks: 96093
Seat-event requests: 264
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:20
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 394.17
Longest waiting passenger: P133->5B(LEFT)
Longest waiting ticks: 814

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 44
Regions dissolved: 2
Repeated reconstructions avoided: 44
Largest region lifetime: 34
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1717
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 142
Reservations granted: 142
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4251
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5354
Total stationary ticks: 96093
Seat-event requests: 264
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:20
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.63
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4587
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5751
Total stationary ticks: 94043
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 587
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 587
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:20
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.62
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4592
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5750
Total stationary ticks: 94042
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 583
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 583
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:20
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.63
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4587
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5751
Total stationary ticks: 94043
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 587
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 587
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:20
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:20
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:20
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:20
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.84
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 13
Cluster candidates evaluated: 14
Executable cluster candidates: 1
Rejected cluster candidates: 13
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1562
State changes reopening evaluation: 12
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16258
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26140
Total stationary ticks: 153459
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1100
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:20
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.87
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1564
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16243
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26119
Total stationary ticks: 153453
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1095
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:20
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.87
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1564
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16243
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26119
Total stationary ticks: 153453
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1095
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:20
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:20
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:20
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:20
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.31
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4313
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8439
Total stationary ticks: 96156
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 545
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:20
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.32
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4308
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8438
Total stationary ticks: 96155
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 546
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:20
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.31
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4313
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8439
Total stationary ticks: 96156
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 545
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:21
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2324
Passengers seated: 225/235
Average waiting ticks: 403.89
Longest waiting passenger: P83->29H(RIGHT)
Longest waiting ticks: 2280

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 10
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1684
Regions dissolved: 1
Repeated reconstructions avoided: 1684
Largest region lifetime: 1673
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1673:occupied=10
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1540
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 38
Multiple-blocker events: 5
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1823
Maximum occupied tiles: 16
Seat events: 114
Single-blocker events: 32
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 122
Reservations granted: 120
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 8
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 12770
Longest unresolved passenger ID: 219
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 9
Longest dependency chain: P122(28F/RIGHT) -> P197(26G/RIGHT) -> P3(24H/RIGHT) -> P109(27C/RIGHT) -> P38(26C/RIGHT) -> P207(28H/RIGHT) -> P15(30H/RIGHT) -> P219(30G/RIGHT) -> P83(29H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 122
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 8
Total blocked ticks: 20545
Total stationary ticks: 110417
Seat-event requests: 1790
Failed seat-event starts: 1565

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 83
Critical blocker identity: P83->29H(RIGHT)
Direct fan-out: 1
Total indirect descendants: 8
Critical tree size including blocker: 9
Critical tree depth: 9
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 10
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P83(29H/RIGHT/WAITING_FOR_SEAT_EVENT)
  P219(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P15(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P207(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P38(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P109(27C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P3(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P197(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P122(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1565
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 123
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1565
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 677
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[123]: P123(30D/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P123->30D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P123{seat=30D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=623,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 30
Current unavailable yield tiles: 30
Current yield-tile occupants: 123
Final row-event chain: 83|123
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1791\nPrecedence substitutions made: 0\nDependency chains followed: 1555\nBlocked by waiting-row occupant: 1555\nSubstituted events started: 1\nOccupied-space rejections: 1566\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:21
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 891
Passengers seated: 235/235
Average waiting ticks: 391.23
Longest waiting passenger: P122->28F(RIGHT)
Longest waiting ticks: 823

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 37
Multiple-blocker events: 6
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 1846
Maximum occupied tiles: 12
Seat events: 124
Single-blocker events: 37
Multiple-blocker events: 12
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 123
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4149
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5109
Total stationary ticks: 95294
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 493
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 493
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:21
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 891
Passengers seated: 235/235
Average waiting ticks: 391.23
Longest waiting passenger: P122->28F(RIGHT)
Longest waiting ticks: 823

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 37
Multiple-blocker events: 6
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 1846
Maximum occupied tiles: 12
Seat events: 124
Single-blocker events: 37
Multiple-blocker events: 12
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 123
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4149
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5109
Total stationary ticks: 95294
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 493
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 493
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:21
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.29
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5689
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 593
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 593
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:21
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.30
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5694
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 595
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 595
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:21
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.29
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5689
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 593
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 593
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:21
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:21
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:21
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:21
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4304
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5385
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:21
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4303
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5384
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:21
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4304
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5385
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:21
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:21
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:21
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:21
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:21
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:14:21
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
************************************************************
Experiment seed: 9783790101901
Scenarios executed: 90
Successful completions: 66
Incomplete/MAX_TICKS: 24
Average completed ticks: 1367.00
Average waiting ticks: 460.14
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:24
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:24
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:24
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:24
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:24
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:24
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:24
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.28
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8069
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9772
Total stationary ticks: 213222
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 782
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 782
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:24
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.23
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8079
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9784
Total stationary ticks: 213224
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 775
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 775
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:24
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.23
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8079
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9784
Total stationary ticks: 213224
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 775
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 775
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:24
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20936
Total stationary ticks: 204785
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 388
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:24
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20922
Total stationary ticks: 204781
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 380
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:24
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20936
Total stationary ticks: 204785
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 388
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:25
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:25
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:25
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:25
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2349
Passengers seated: 226/235
Average waiting ticks: 412.04
Longest waiting passenger: P148->22D(RIGHT)
Longest waiting ticks: 2308

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 10
Cluster candidates evaluated: 3
Executable cluster candidates: 1
Rejected cluster candidates: 2
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 9
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1602
Regions dissolved: 2
Repeated reconstructions avoided: 1602
Largest region lifetime: 1574
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1574:occupied=9
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1520
State changes reopening evaluation: 9
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1850
Maximum occupied tiles: 13
Seat events: 115
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1668
Reservations granted: 1665
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 7
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11128
Longest unresolved passenger ID: 198
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 7
Longest dependency chain: P102(27G/RIGHT) -> P111(26C/RIGHT) -> P180(26D/RIGHT) -> P228(28H/RIGHT) -> P123(29E/RIGHT) -> P198(30F/RIGHT) -> P69(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 102
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 7
Total blocked ticks: 18631
Total stationary ticks: 110660
Seat-event requests: 1780
Failed seat-event starts: 1554

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 69
Critical blocker identity: P69->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 6
Critical tree size including blocker: 7
Critical tree depth: 7
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 9
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P69(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P198(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P123(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P228(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P180(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P111(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P102(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1519
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1519
Rear-boundary failures: 35
Middle-bank reservation failures: 3
Active-event deferrals: 539
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1782\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1522\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:25
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 892
Passengers seated: 235/235
Average waiting ticks: 399.84
Longest waiting passenger: P204->17E(RIGHT)
Longest waiting ticks: 844

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1872
Maximum occupied tiles: 11
Seat events: 124
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 134
Reservations granted: 131
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3993
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4927
Total stationary ticks: 97124
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 507
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 507
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:25
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 892
Passengers seated: 235/235
Average waiting ticks: 399.84
Longest waiting passenger: P204->17E(RIGHT)
Longest waiting ticks: 844

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1872
Maximum occupied tiles: 11
Seat events: 124
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 134
Reservations granted: 131
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3993
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4927
Total stationary ticks: 97124
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 507
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 507
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:25
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.76
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6822
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8389
Total stationary ticks: 218685
Seat-event requests: 375
Failed seat-event starts: 22

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 864
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 22
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 864
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:25
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.79
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6817
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8387
Total stationary ticks: 218684
Seat-event requests: 374
Failed seat-event starts: 21

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 871
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 21
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 871
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:25
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.76
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6822
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8389
Total stationary ticks: 218685
Seat-event requests: 375
Failed seat-event starts: 22

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 864
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 22
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 864
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:25
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.57
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4487
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5649
Total stationary ticks: 93738
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 539
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 539
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:25
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.62
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4472
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5637
Total stationary ticks: 93736
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 542
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 542
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:25
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.62
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4472
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5637
Total stationary ticks: 93736
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 542
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 542
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:25
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:25
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:25
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:25
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.61
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4339
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10065
Total stationary ticks: 99506
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 484
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:25
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.60
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4349
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10071
Total stationary ticks: 99508
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 485
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:25
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.60
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4349
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10071
Total stationary ticks: 99508
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 485
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:25
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.29
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8010
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9374
Total stationary ticks: 212715
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 643
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 643
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:25
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.32
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7975
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9381
Total stationary ticks: 212716
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 654
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 654
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:25
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.33
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7965
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9358
Total stationary ticks: 212708
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 646
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 646
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:25
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 383.92
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 125
Reservations denied/waited: 10
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4421
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5748
Total stationary ticks: 94039
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 646
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 10
Active-event deferrals: 646
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:25
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 384.07
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 133
Reservations granted: 125
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4381
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5693
Total stationary ticks: 94024
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 645
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 645
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:25
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 383.86
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 125
Reservations denied/waited: 10
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4431
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5747
Total stationary ticks: 94038
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 634
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 10
Active-event deferrals: 634
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:25
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.16
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 13
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5609
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14637
Total stationary ticks: 144501
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 702
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=925,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:25
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.23
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5567
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14536
Total stationary ticks: 144436
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 689
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:25
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.23
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5567
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14536
Total stationary ticks: 144436
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 689
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:25
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.22
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5688
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7053
Total stationary ticks: 134674
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:25
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.18
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5713
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7065
Total stationary ticks: 134676
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 656
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 656
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:25
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.22
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5688
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7053
Total stationary ticks: 134674
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:25
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.27
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5393
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 714
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 714
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:25
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.25
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5398
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 709
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 709
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:25
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.27
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5393
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 714
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 714
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:25
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.96
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6661
Total stationary ticks: 136880
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 528
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 528
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:25
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.97
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6655
Total stationary ticks: 136878
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 527
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 527
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:25
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.97
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6655
Total stationary ticks: 136878
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 527
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 527
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:25
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.66
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5622
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6765
Total stationary ticks: 135723
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:25
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.69
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5612
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6786
Total stationary ticks: 135730
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 574
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 574
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:25
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.69
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5612
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6786
Total stationary ticks: 135730
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 574
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 574
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:25
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:25
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:25
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:25
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2347
Passengers seated: 230/235
Average waiting ticks: 400.83
Longest waiting passenger: P105->29D(RIGHT)
Longest waiting ticks: 2279

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 6
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1613
Regions dissolved: 2
Repeated reconstructions avoided: 1613
Largest region lifetime: 1570
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1570:occupied=5
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1549
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1708
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 29
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1708
Reservations granted: 1708
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 6675
Longest unresolved passenger ID: 128
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P170(27E/RIGHT) -> P33(30G/RIGHT) -> P155(28G/RIGHT) -> P128(30F/RIGHT) -> P105(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 170
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 13109
Total stationary ticks: 103859
Seat-event requests: 1828
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 105
Critical blocker identity: P105->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P105(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P128(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P155(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P33(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P170(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1569
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 29
Rear-boundary failures: 1569
Middle-bank reservation failures: 0
Active-event deferrals: 562
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1826\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:25
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 394.17
Longest waiting passenger: P133->5B(LEFT)
Longest waiting ticks: 814

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 44
Regions dissolved: 2
Repeated reconstructions avoided: 44
Largest region lifetime: 34
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1717
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 142
Reservations granted: 142
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4251
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5354
Total stationary ticks: 96093
Seat-event requests: 264
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:25
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 394.17
Longest waiting passenger: P133->5B(LEFT)
Longest waiting ticks: 814

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 44
Regions dissolved: 2
Repeated reconstructions avoided: 44
Largest region lifetime: 34
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1717
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 142
Reservations granted: 142
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4251
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5354
Total stationary ticks: 96093
Seat-event requests: 264
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:26
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.63
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4587
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5751
Total stationary ticks: 94043
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 587
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 587
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:26
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.62
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4592
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5750
Total stationary ticks: 94042
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 583
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 583
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:26
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.63
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4587
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5751
Total stationary ticks: 94043
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 587
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 587
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:26
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:26
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:26
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:26
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.84
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 13
Cluster candidates evaluated: 14
Executable cluster candidates: 1
Rejected cluster candidates: 13
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1562
State changes reopening evaluation: 12
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16258
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26140
Total stationary ticks: 153459
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1100
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:26
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.87
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1564
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16243
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26119
Total stationary ticks: 153453
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1095
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:26
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.87
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1564
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16243
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26119
Total stationary ticks: 153453
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1095
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:26
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:26
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:26
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:26
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.31
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4313
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8439
Total stationary ticks: 96156
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 545
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:26
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.32
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4308
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8438
Total stationary ticks: 96155
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 546
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:26
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.31
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4313
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8439
Total stationary ticks: 96156
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 545
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:26
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2324
Passengers seated: 225/235
Average waiting ticks: 403.89
Longest waiting passenger: P83->29H(RIGHT)
Longest waiting ticks: 2280

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 10
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1684
Regions dissolved: 1
Repeated reconstructions avoided: 1684
Largest region lifetime: 1673
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1673:occupied=10
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1540
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 38
Multiple-blocker events: 5
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1823
Maximum occupied tiles: 16
Seat events: 114
Single-blocker events: 32
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 122
Reservations granted: 120
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 8
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 12770
Longest unresolved passenger ID: 219
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 9
Longest dependency chain: P122(28F/RIGHT) -> P197(26G/RIGHT) -> P3(24H/RIGHT) -> P109(27C/RIGHT) -> P38(26C/RIGHT) -> P207(28H/RIGHT) -> P15(30H/RIGHT) -> P219(30G/RIGHT) -> P83(29H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 122
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 8
Total blocked ticks: 20545
Total stationary ticks: 110417
Seat-event requests: 1790
Failed seat-event starts: 1565

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 83
Critical blocker identity: P83->29H(RIGHT)
Direct fan-out: 1
Total indirect descendants: 8
Critical tree size including blocker: 9
Critical tree depth: 9
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 10
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P83(29H/RIGHT/WAITING_FOR_SEAT_EVENT)
  P219(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P15(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P207(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P38(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P109(27C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P3(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P197(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P122(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1565
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 123
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1565
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 677
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[123]: P123(30D/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P123->30D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P123{seat=30D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=623,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 30
Current unavailable yield tiles: 30
Current yield-tile occupants: 123
Final row-event chain: 83|123
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1791\nPrecedence substitutions made: 0\nDependency chains followed: 1555\nBlocked by waiting-row occupant: 1555\nSubstituted events started: 1\nOccupied-space rejections: 1566\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:26
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 891
Passengers seated: 235/235
Average waiting ticks: 391.23
Longest waiting passenger: P122->28F(RIGHT)
Longest waiting ticks: 823

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 37
Multiple-blocker events: 6
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 1846
Maximum occupied tiles: 12
Seat events: 124
Single-blocker events: 37
Multiple-blocker events: 12
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 123
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4149
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5109
Total stationary ticks: 95294
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 493
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 493
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:26
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 891
Passengers seated: 235/235
Average waiting ticks: 391.23
Longest waiting passenger: P122->28F(RIGHT)
Longest waiting ticks: 823

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 37
Multiple-blocker events: 6
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 1846
Maximum occupied tiles: 12
Seat events: 124
Single-blocker events: 37
Multiple-blocker events: 12
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 123
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4149
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5109
Total stationary ticks: 95294
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 493
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 493
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:26
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.29
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5689
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 593
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 593
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:26
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.30
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5694
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 595
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 595
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:26
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.29
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5689
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 593
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 593
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:26
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:26
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:26
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:26
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4304
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5385
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:26
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4303
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5384
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:26
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4304
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5385
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:26
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:26
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:26
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:26
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:26
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:23:26
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
************************************************************
Experiment seed: 9783790101901
Scenarios executed: 90
Successful completions: 66
Incomplete/MAX_TICKS: 24
Average completed ticks: 1367.00
Average waiting ticks: 460.14
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:04
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:04
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:04
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:05
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:05
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:05
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:05
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.28
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8069
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9772
Total stationary ticks: 213222
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 782
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 782
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:05
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.23
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8079
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9784
Total stationary ticks: 213224
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 775
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 775
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:05
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.23
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8079
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9784
Total stationary ticks: 213224
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 775
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 775
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:05
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20936
Total stationary ticks: 204785
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 388
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:05
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20922
Total stationary ticks: 204781
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 380
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:05
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20936
Total stationary ticks: 204785
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 388
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:05
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:05
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:05
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:05
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2349
Passengers seated: 226/235
Average waiting ticks: 412.04
Longest waiting passenger: P148->22D(RIGHT)
Longest waiting ticks: 2308

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 10
Cluster candidates evaluated: 3
Executable cluster candidates: 1
Rejected cluster candidates: 2
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 9
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1602
Regions dissolved: 2
Repeated reconstructions avoided: 1602
Largest region lifetime: 1574
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1574:occupied=9
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1520
State changes reopening evaluation: 9
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1850
Maximum occupied tiles: 13
Seat events: 115
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1668
Reservations granted: 1665
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 7
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11128
Longest unresolved passenger ID: 198
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 7
Longest dependency chain: P102(27G/RIGHT) -> P111(26C/RIGHT) -> P180(26D/RIGHT) -> P228(28H/RIGHT) -> P123(29E/RIGHT) -> P198(30F/RIGHT) -> P69(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 102
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 7
Total blocked ticks: 18631
Total stationary ticks: 110660
Seat-event requests: 1780
Failed seat-event starts: 1554

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 69
Critical blocker identity: P69->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 6
Critical tree size including blocker: 7
Critical tree depth: 7
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 9
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P69(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P198(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P123(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P228(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P180(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P111(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P102(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1519
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1519
Rear-boundary failures: 35
Middle-bank reservation failures: 3
Active-event deferrals: 539
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1782\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1522\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:05
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 892
Passengers seated: 235/235
Average waiting ticks: 399.84
Longest waiting passenger: P204->17E(RIGHT)
Longest waiting ticks: 844

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1872
Maximum occupied tiles: 11
Seat events: 124
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 134
Reservations granted: 131
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3993
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4927
Total stationary ticks: 97124
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 507
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 507
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:05
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 892
Passengers seated: 235/235
Average waiting ticks: 399.84
Longest waiting passenger: P204->17E(RIGHT)
Longest waiting ticks: 844

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1872
Maximum occupied tiles: 11
Seat events: 124
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 134
Reservations granted: 131
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3993
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4927
Total stationary ticks: 97124
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 507
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 507
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:05
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.76
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6822
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8389
Total stationary ticks: 218685
Seat-event requests: 375
Failed seat-event starts: 22

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 864
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 22
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 864
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:05
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.79
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6817
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8387
Total stationary ticks: 218684
Seat-event requests: 374
Failed seat-event starts: 21

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 871
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 21
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 871
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:05
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.76
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6822
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8389
Total stationary ticks: 218685
Seat-event requests: 375
Failed seat-event starts: 22

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 864
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 22
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 864
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:05
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.57
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4487
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5649
Total stationary ticks: 93738
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 539
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 539
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:05
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.62
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4472
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5637
Total stationary ticks: 93736
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 542
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 542
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:05
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.62
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4472
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5637
Total stationary ticks: 93736
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 542
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 542
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:05
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:05
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:05
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:05
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.61
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4339
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10065
Total stationary ticks: 99506
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 484
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:05
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.60
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4349
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10071
Total stationary ticks: 99508
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 485
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:05
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.60
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4349
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10071
Total stationary ticks: 99508
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 485
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:05
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.29
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8010
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9374
Total stationary ticks: 212715
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 643
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 643
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:05
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.32
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7975
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9381
Total stationary ticks: 212716
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 654
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 654
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:05
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.33
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7965
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9358
Total stationary ticks: 212708
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 646
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 646
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:05
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 383.92
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 125
Reservations denied/waited: 10
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4421
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5748
Total stationary ticks: 94039
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 646
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 10
Active-event deferrals: 646
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:05
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 384.07
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 133
Reservations granted: 125
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4381
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5693
Total stationary ticks: 94024
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 645
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 645
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:05
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 383.86
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 125
Reservations denied/waited: 10
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4431
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5747
Total stationary ticks: 94038
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 634
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 10
Active-event deferrals: 634
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:05
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.16
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 13
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5609
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14637
Total stationary ticks: 144501
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 702
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=925,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:05
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.23
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5567
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14536
Total stationary ticks: 144436
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 689
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:05
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.23
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5567
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14536
Total stationary ticks: 144436
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 689
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:06
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.22
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5688
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7053
Total stationary ticks: 134674
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:06
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.18
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5713
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7065
Total stationary ticks: 134676
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 656
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 656
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:06
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.22
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5688
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7053
Total stationary ticks: 134674
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:06
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.27
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5393
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 714
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 714
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:06
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.25
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5398
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 709
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 709
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:06
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.27
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5393
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 714
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 714
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:06
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.96
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6661
Total stationary ticks: 136880
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 528
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 528
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:06
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.97
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6655
Total stationary ticks: 136878
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 527
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 527
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:06
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.97
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6655
Total stationary ticks: 136878
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 527
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 527
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:06
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.66
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5622
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6765
Total stationary ticks: 135723
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:06
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.69
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5612
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6786
Total stationary ticks: 135730
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 574
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 574
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:06
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.69
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5612
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6786
Total stationary ticks: 135730
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 574
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 574
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:06
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:06
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:06
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:06
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2347
Passengers seated: 230/235
Average waiting ticks: 400.83
Longest waiting passenger: P105->29D(RIGHT)
Longest waiting ticks: 2279

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 6
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1613
Regions dissolved: 2
Repeated reconstructions avoided: 1613
Largest region lifetime: 1570
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1570:occupied=5
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1549
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1708
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 29
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1708
Reservations granted: 1708
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 6675
Longest unresolved passenger ID: 128
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P170(27E/RIGHT) -> P33(30G/RIGHT) -> P155(28G/RIGHT) -> P128(30F/RIGHT) -> P105(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 170
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 13109
Total stationary ticks: 103859
Seat-event requests: 1828
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 105
Critical blocker identity: P105->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P105(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P128(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P155(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P33(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P170(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1569
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 29
Rear-boundary failures: 1569
Middle-bank reservation failures: 0
Active-event deferrals: 562
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1826\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:06
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 394.17
Longest waiting passenger: P133->5B(LEFT)
Longest waiting ticks: 814

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 44
Regions dissolved: 2
Repeated reconstructions avoided: 44
Largest region lifetime: 34
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1717
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 142
Reservations granted: 142
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4251
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5354
Total stationary ticks: 96093
Seat-event requests: 264
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:06
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 394.17
Longest waiting passenger: P133->5B(LEFT)
Longest waiting ticks: 814

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 44
Regions dissolved: 2
Repeated reconstructions avoided: 44
Largest region lifetime: 34
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1717
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 142
Reservations granted: 142
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4251
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5354
Total stationary ticks: 96093
Seat-event requests: 264
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:06
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.63
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4587
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5751
Total stationary ticks: 94043
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 587
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 587
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:06
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.62
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4592
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5750
Total stationary ticks: 94042
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 583
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 583
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:06
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.63
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4587
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5751
Total stationary ticks: 94043
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 587
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 587
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:06
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:06
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:06
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:06
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.84
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 13
Cluster candidates evaluated: 14
Executable cluster candidates: 1
Rejected cluster candidates: 13
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1562
State changes reopening evaluation: 12
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16258
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26140
Total stationary ticks: 153459
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1100
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:06
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.87
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1564
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16243
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26119
Total stationary ticks: 153453
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1095
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:06
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.87
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1564
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16243
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26119
Total stationary ticks: 153453
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1095
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:06
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:06
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:06
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:06
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.31
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4313
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8439
Total stationary ticks: 96156
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 545
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:06
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.32
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4308
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8438
Total stationary ticks: 96155
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 546
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:06
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.31
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4313
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8439
Total stationary ticks: 96156
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 545
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:06
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2324
Passengers seated: 225/235
Average waiting ticks: 403.89
Longest waiting passenger: P83->29H(RIGHT)
Longest waiting ticks: 2280

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 10
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1684
Regions dissolved: 1
Repeated reconstructions avoided: 1684
Largest region lifetime: 1673
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1673:occupied=10
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1540
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 38
Multiple-blocker events: 5
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1823
Maximum occupied tiles: 16
Seat events: 114
Single-blocker events: 32
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 122
Reservations granted: 120
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 8
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 12770
Longest unresolved passenger ID: 219
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 9
Longest dependency chain: P122(28F/RIGHT) -> P197(26G/RIGHT) -> P3(24H/RIGHT) -> P109(27C/RIGHT) -> P38(26C/RIGHT) -> P207(28H/RIGHT) -> P15(30H/RIGHT) -> P219(30G/RIGHT) -> P83(29H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 122
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 8
Total blocked ticks: 20545
Total stationary ticks: 110417
Seat-event requests: 1790
Failed seat-event starts: 1565

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 83
Critical blocker identity: P83->29H(RIGHT)
Direct fan-out: 1
Total indirect descendants: 8
Critical tree size including blocker: 9
Critical tree depth: 9
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 10
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P83(29H/RIGHT/WAITING_FOR_SEAT_EVENT)
  P219(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P15(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P207(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P38(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P109(27C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P3(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P197(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P122(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1565
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 123
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1565
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 677
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[123]: P123(30D/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P123->30D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P123{seat=30D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=623,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 30
Current unavailable yield tiles: 30
Current yield-tile occupants: 123
Final row-event chain: 83|123
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1791\nPrecedence substitutions made: 0\nDependency chains followed: 1555\nBlocked by waiting-row occupant: 1555\nSubstituted events started: 1\nOccupied-space rejections: 1566\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:06
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 891
Passengers seated: 235/235
Average waiting ticks: 391.23
Longest waiting passenger: P122->28F(RIGHT)
Longest waiting ticks: 823

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 37
Multiple-blocker events: 6
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 1846
Maximum occupied tiles: 12
Seat events: 124
Single-blocker events: 37
Multiple-blocker events: 12
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 123
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4149
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5109
Total stationary ticks: 95294
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 493
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 493
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:06
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 891
Passengers seated: 235/235
Average waiting ticks: 391.23
Longest waiting passenger: P122->28F(RIGHT)
Longest waiting ticks: 823

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 37
Multiple-blocker events: 6
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 1846
Maximum occupied tiles: 12
Seat events: 124
Single-blocker events: 37
Multiple-blocker events: 12
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 123
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4149
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5109
Total stationary ticks: 95294
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 493
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 493
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:06
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.29
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5689
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 593
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 593
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:06
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.30
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5694
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 595
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 595
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:06
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.29
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5689
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 593
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 593
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:06
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:06
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:06
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:06
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4304
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5385
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:06
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4303
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5384
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:06
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4304
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5385
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:06
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:06
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:06
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:06
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:06
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 20:42:06
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

************************************************************
BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
************************************************************
Experiment seed: 9783790101901
Scenarios executed: 90
Successful completions: 66
Incomplete/MAX_TICKS: 24
Average completed ticks: 1367.00
Average waiting ticks: 460.14
************************************************************


============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:09
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:09
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 1
Scenario seed: 3055370766012738473

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 842
Passengers seated: 235/235
Average waiting ticks: 381.71
Longest waiting passenger: P14->4G(RIGHT)
Longest waiting ticks: 802

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 31
Regions dissolved: 3
Repeated reconstructions avoided: 31
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 0
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1605
Maximum occupied tiles: 13
Seat events: 114
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 56

RIGHT AISLE
-----------
Total moves: 1759
Maximum occupied tiles: 13
Seat events: 121
Single-blocker events: 28
Multiple-blocker events: 11
Temporary aisle reoccupations: 53

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 129
Reservations granted: 129
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4378
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5526
Total stationary ticks: 93373
Seat-event requests: 249
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 592
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 592
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:09
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:09
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 2
Scenario seed: -5861873949581201790

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 461.78
Longest waiting passenger: P176->13G(RIGHT)
Longest waiting ticks: 940

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2124
Maximum occupied tiles: 12
Seat events: 140
Single-blocker events: 52
Multiple-blocker events: 12
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2238
Maximum occupied tiles: 13
Seat events: 142
Single-blocker events: 33
Multiple-blocker events: 24
Temporary aisle reoccupations: 81

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 101
Reservations granted: 99
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5604
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6986
Total stationary ticks: 134989
Seat-event requests: 296
Failed seat-event starts: 14

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 14
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 298\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 15\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.28
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8069
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9772
Total stationary ticks: 213222
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 782
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 782
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:09
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.23
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8079
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9784
Total stationary ticks: 213224
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 775
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 775
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:09
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 3
Scenario seed: 6413959567787430862

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 99.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1255
Passengers seated: 353/353
Average waiting ticks: 584.23
Longest waiting passenger: P110->21D(LEFT)
Longest waiting ticks: 1200

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 4
Clusters detected: 4
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles9-11:occupied=3:anchor=P230:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 4
Region updates: 51
Regions dissolved: 4
Repeated reconstructions avoided: 51
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R4:lifetime=11
Confirmation deferral ticks: 5
Regions reaching confirmation: 1
Regions dissolved before confirmation: 3
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3168
Maximum occupied tiles: 14
Seat events: 177
Single-blocker events: 45
Multiple-blocker events: 29
Temporary aisle reoccupations: 109

RIGHT AISLE
-----------
Total moves: 3052
Maximum occupied tiles: 13
Seat events: 176
Single-blocker events: 53
Multiple-blocker events: 27
Temporary aisle reoccupations: 112

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 159
Reservations granted: 157
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8079
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9784
Total stationary ticks: 213224
Seat-event requests: 381
Failed seat-event starts: 28

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 775
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 28
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 775
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 382\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 31\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20936
Total stationary ticks: 204785
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 388
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:09
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20922
Total stationary ticks: 204781
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 380
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:09
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 4
Scenario seed: -6874954252876456991

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2294
Passengers seated: 169/235
Average waiting ticks: 811.85
Longest waiting passenger: P2->16C(RIGHT)
Longest waiting ticks: 2294

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 4
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1889
Regions dissolved: 0
Repeated reconstructions avoided: 1889
Largest region lifetime: 1890
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1890:occupied=4
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1887
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1607
Maximum occupied tiles: 13
Seat events: 113
Single-blocker events: 31
Multiple-blocker events: 9
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 914
Maximum occupied tiles: 12
Seat events: 56
Single-blocker events: 9
Multiple-blocker events: 1
Temporary aisle reoccupations: 11

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1981
Reservations granted: 1976
Reservations denied/waited: 5
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 57
Remaining moving in aisle: 6
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11640
Longest unresolved passenger ID: 2
Longest unresolved row: 16
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 4
Longest dependency chain: P109(21F/RIGHT) -> P8(24D/RIGHT) -> P51(17E/RIGHT) -> P169(4C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 109
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 6
Total blocked ticks: 20936
Total stationary ticks: 204785
Seat-event requests: 2064
Failed seat-event starts: 1895

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 169
Critical blocker identity: P169->4C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 3
Critical tree size including blocker: 4
Critical tree depth: 4
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 9
Unresolved outside passengers: 57
Unresolved internal passengers outside critical tree: 5
Critical blocker tree:
P169(4C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P51(17E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P8(24D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P109(21F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1895
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 5|6|7
Critical blocker unavailable yield tiles: 7
Critical blocker yield-tile occupants: 165
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1895
Rear-boundary failures: 0
Middle-bank reservation failures: 5
Active-event deferrals: 388
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[165]: P165(17F/RIGHT/MOVING_IN_AISLE@tile7) -> P53(8E/RIGHT/WAITING_AT_ROW@tile8) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P53->8E(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P165{seat=17F,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=7,directBlocker=53,lastMoveTick=404,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 5|6|7
Current unavailable yield tiles: 7
Current yield-tile occupants: 165
Final row-event chain: 169|165|53
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 2069\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 1896\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:09
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:09
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 5
Scenario seed: -3861213001347413166

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1037
Passengers seated: 282/282
Average waiting ticks: 463.27
Longest waiting passenger: P14->18D(LEFT)
Longest waiting ticks: 988

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P57:selected=P260:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2266
Maximum occupied tiles: 13
Seat events: 148
Single-blocker events: 41
Multiple-blocker events: 16
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 2110
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 45
Multiple-blocker events: 14
Temporary aisle reoccupations: 73

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 95
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5619
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6814
Total stationary ticks: 135338
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 584
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 584
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 301\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 16\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2349
Passengers seated: 226/235
Average waiting ticks: 412.04
Longest waiting passenger: P148->22D(RIGHT)
Longest waiting ticks: 2308

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 10
Cluster candidates evaluated: 3
Executable cluster candidates: 1
Rejected cluster candidates: 2
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 9
Selected release potential total: 5
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1602
Regions dissolved: 2
Repeated reconstructions avoided: 1602
Largest region lifetime: 1574
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1574:occupied=9
Confirmation deferral ticks: 5
Regions reaching confirmation: 2
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1520
State changes reopening evaluation: 9
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1850
Maximum occupied tiles: 13
Seat events: 115
Single-blocker events: 25
Multiple-blocker events: 11
Temporary aisle reoccupations: 49

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1668
Reservations granted: 1665
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 7
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 11128
Longest unresolved passenger ID: 198
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 7
Longest dependency chain: P102(27G/RIGHT) -> P111(26C/RIGHT) -> P180(26D/RIGHT) -> P228(28H/RIGHT) -> P123(29E/RIGHT) -> P198(30F/RIGHT) -> P69(29C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 102
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 7
Total blocked ticks: 18631
Total stationary ticks: 110660
Seat-event requests: 1780
Failed seat-event starts: 1554

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 69
Critical blocker identity: P69->29C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 6
Critical tree size including blocker: 7
Critical tree depth: 7
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 9
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P69(29C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P198(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P123(29E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P228(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P180(26D/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P111(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P102(27G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1519
Critical blocker final prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1519
Rear-boundary failures: 35
Middle-bank reservation failures: 3
Active-event deferrals: 539
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: ANOTHER_ACTIVE_SEAT_EVENT
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1782\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1522\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:09
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 892
Passengers seated: 235/235
Average waiting ticks: 399.84
Longest waiting passenger: P204->17E(RIGHT)
Longest waiting ticks: 844

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1872
Maximum occupied tiles: 11
Seat events: 124
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 134
Reservations granted: 131
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3993
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4927
Total stationary ticks: 97124
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 507
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 507
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:09
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 6
Scenario seed: 5232186905524502075

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 892
Passengers seated: 235/235
Average waiting ticks: 399.84
Longest waiting passenger: P204->17E(RIGHT)
Longest waiting ticks: 844

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 6
Selected release potential total: 5
Last cluster decision: RIGHT:tiles8-13:occupied=6:anchor=P172:selected=P162:directReleases=0:releasePotential=5

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 29
Regions dissolved: 2
Repeated reconstructions avoided: 29
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=18
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1534
Maximum occupied tiles: 11
Seat events: 111
Single-blocker events: 33
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1872
Maximum occupied tiles: 11
Seat events: 124
Single-blocker events: 28
Multiple-blocker events: 15
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 134
Reservations granted: 131
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3993
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 4927
Total stationary ticks: 97124
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 507
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 507
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 17\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.76
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6822
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8389
Total stationary ticks: 218685
Seat-event requests: 375
Failed seat-event starts: 22

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 864
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 22
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 864
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:09
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.79
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6817
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8387
Total stationary ticks: 218684
Seat-event requests: 374
Failed seat-event starts: 21

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 871
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 21
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 871
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 374\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 23\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:09
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 7
Scenario seed: -6941493034642023543

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 95.75%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1320
Passengers seated: 353/353
Average waiting ticks: 603.76
Longest waiting passenger: P99->23G(LEFT)
Longest waiting ticks: 1270

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3201
Maximum occupied tiles: 15
Seat events: 184
Single-blocker events: 48
Multiple-blocker events: 27
Temporary aisle reoccupations: 104

RIGHT AISLE
-----------
Total moves: 2947
Maximum occupied tiles: 13
Seat events: 169
Single-blocker events: 50
Multiple-blocker events: 21
Temporary aisle reoccupations: 95

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 152
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 6822
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 8389
Total stationary ticks: 218685
Seat-event requests: 375
Failed seat-event starts: 22

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 864
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 22
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 864
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 375\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 24\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.57
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4487
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5649
Total stationary ticks: 93738
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 539
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 539
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:09
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.62
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4472
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5637
Total stationary ticks: 93736
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 542
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 542
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:09
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 8
Scenario seed: -8554465769121675260

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.02%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 861
Passengers seated: 235/235
Average waiting ticks: 382.62
Longest waiting passenger: P23->28C(RIGHT)
Longest waiting ticks: 816

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1693
Maximum occupied tiles: 14
Seat events: 114
Single-blocker events: 26
Multiple-blocker events: 13
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 1699
Maximum occupied tiles: 12
Seat events: 121
Single-blocker events: 35
Multiple-blocker events: 11
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 125
Reservations denied/waited: 6
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4472
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5637
Total stationary ticks: 93736
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 542
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 6
Active-event deferrals: 542
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 248\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:09
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:09
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 9
Scenario seed: 5225839747377591732

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1015
Passengers seated: 282/282
Average waiting ticks: 466.34
Longest waiting passenger: P68->23A(LEFT)
Longest waiting ticks: 960

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2100
Maximum occupied tiles: 11
Seat events: 144
Single-blocker events: 44
Multiple-blocker events: 12
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 2256
Maximum occupied tiles: 12
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 13
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 102
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5299
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6604
Total stationary ticks: 135920
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 691
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 691
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.61
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4339
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10065
Total stationary ticks: 99506
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 484
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:09
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.60
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4349
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10071
Total stationary ticks: 99508
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 485
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:09
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 10
Scenario seed: 1939935009979591158

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2369
Passengers seated: 232/235
Average waiting ticks: 394.60
Longest waiting passenger: P8->28F(LEFT)
Longest waiting ticks: 2299

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: LEFT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1636
Regions dissolved: 2
Repeated reconstructions avoided: 1636
Largest region lifetime: 1601
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1601:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 1584
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 30
Multiple-blocker events: 7
Temporary aisle reoccupations: 49

RIGHT AISLE
-----------
Total moves: 1757
Maximum occupied tiles: 11
Seat events: 122
Single-blocker events: 29
Multiple-blocker events: 10
Temporary aisle reoccupations: 51

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1714
Reservations granted: 1714
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 2
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4349
Longest unresolved passenger ID: 15
Longest unresolved row: 28
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P121(27A/LEFT) -> P15(28B/LEFT) -> P8(28F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 121
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 2
Total blocked ticks: 10071
Total stationary ticks: 99508
Seat-event requests: 1830
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 8
Critical blocker identity: P8->28F(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 3
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P8(28F/LEFT/WAITING_FOR_SEAT_EVENT)
  P15(28B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P121(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1587
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 3
Critical blocker required yield tiles: 29|30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 11
Rear-boundary failures: 1587
Middle-bank reservation failures: 0
Active-event deferrals: 485
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 3
Current required yield tiles: 29|30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1830\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 3\nOccupied-space rejections: 13\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.29
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 8010
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9374
Total stationary ticks: 212715
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 643
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 643
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:09
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.32
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7975
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9381
Total stationary ticks: 212716
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 654
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 654
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:09
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 11
Scenario seed: 1252229027809620306

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.48%
Blocker-prone seat share (topology component): 60.06%
Aisle-assignment balance: 97.45%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1280
Passengers seated: 353/353
Average waiting ticks: 583.33
Longest waiting passenger: P34->24D(LEFT)
Longest waiting ticks: 1216

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3262
Maximum occupied tiles: 13
Seat events: 181
Single-blocker events: 47
Multiple-blocker events: 22
Temporary aisle reoccupations: 97

RIGHT AISLE
-----------
Total moves: 2896
Maximum occupied tiles: 14
Seat events: 172
Single-blocker events: 43
Multiple-blocker events: 26
Temporary aisle reoccupations: 100

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 149
Reservations granted: 149
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7965
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9358
Total stationary ticks: 212708
Seat-event requests: 371
Failed seat-event starts: 18

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 646
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 18
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 646
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 371\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 4\nOccupied-space rejections: 20\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 383.92
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 125
Reservations denied/waited: 10
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4421
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5748
Total stationary ticks: 94039
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 646
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 10
Active-event deferrals: 646
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:09
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 384.07
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 133
Reservations granted: 125
Reservations denied/waited: 8
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4381
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5693
Total stationary ticks: 94024
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 645
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 8
Active-event deferrals: 645
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 249\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:09
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 12
Scenario seed: 8187627317652047108

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 93.62%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 880
Passengers seated: 235/235
Average waiting ticks: 383.86
Longest waiting passenger: P3->11G(RIGHT)
Longest waiting ticks: 827

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: LEFT:tiles11-15:occupied=4:anchor=P158:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 29
Regions dissolved: 1
Repeated reconstructions avoided: 29
Largest region lifetime: 30
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=30
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1659
Maximum occupied tiles: 13
Seat events: 110
Single-blocker events: 28
Multiple-blocker events: 7
Temporary aisle reoccupations: 42

RIGHT AISLE
-----------
Total moves: 1738
Maximum occupied tiles: 12
Seat events: 125
Single-blocker events: 35
Multiple-blocker events: 14
Temporary aisle reoccupations: 64

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 135
Reservations granted: 125
Reservations denied/waited: 10
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4431
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5747
Total stationary ticks: 94038
Seat-event requests: 241
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 634
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 10
Active-event deferrals: 634
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:09
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.16
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 13
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5609
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14637
Total stationary ticks: 144501
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 702
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=925,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:09
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.23
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5567
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14536
Total stationary ticks: 144436
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 689
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:09
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 13
Scenario seed: 6351835860743924132

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 65.96%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2516
Passengers seated: 277/282
Average waiting ticks: 479.23
Longest waiting passenger: P279->31A(LEFT)
Longest waiting ticks: 2446

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 0
Rejected cluster candidates: 1
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 5
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 1515
Regions dissolved: 0
Repeated reconstructions avoided: 1515
Largest region lifetime: 1516
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R1:age=1516:occupied=5
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1499
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2303
Maximum occupied tiles: 15
Seat events: 143
Single-blocker events: 44
Multiple-blocker events: 16
Temporary aisle reoccupations: 76

RIGHT AISLE
-----------
Total moves: 2058
Maximum occupied tiles: 12
Seat events: 134
Single-blocker events: 36
Multiple-blocker events: 13
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 96
Reservations denied/waited: 1
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5567
Longest unresolved passenger ID: 117
Longest unresolved row: 32
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P226(27B/LEFT) -> P139(28D/LEFT) -> P111(28A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 226
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14536
Total stationary ticks: 144436
Seat-event requests: 1814
Failed seat-event starts: 1537

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 111
Critical blocker identity: P111->28A(LEFT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 2
Critical blocker tree:
P111(28A/LEFT/WAITING_FOR_SEAT_EVENT)
  P139(28D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P226(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1513
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 29|30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 117
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1513
Rear-boundary failures: 24
Middle-bank reservation failures: 1
Active-event deferrals: 689
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[117]: P117(32C/LEFT/MOVING_IN_AISLE@tile30) -> P279(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P279->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P117{seat=32C,aisle=LEFT,state=MOVING_IN_AISLE,aisleTile=30,directBlocker=279,lastMoveTick=933,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 29|30
Current unavailable yield tiles: 30
Current yield-tile occupants: 117
Final row-event chain: 111|117|279
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1815\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 1515\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.22
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5688
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7053
Total stationary ticks: 134674
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:10
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.18
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5713
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7065
Total stationary ticks: 134676
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 656
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 656
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:10
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 14
Scenario seed: -8658915343845013000

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.91%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 100.00%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 995
Passengers seated: 282/282
Average waiting ticks: 460.22
Longest waiting passenger: P218->6F(RIGHT)
Longest waiting ticks: 951

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2250
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 38
Multiple-blocker events: 11
Temporary aisle reoccupations: 60

RIGHT AISLE
-----------
Total moves: 2145
Maximum occupied tiles: 13
Seat events: 141
Single-blocker events: 42
Multiple-blocker events: 17
Temporary aisle reoccupations: 76

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 102
Reservations granted: 98
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5688
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7053
Total stationary ticks: 134674
Seat-event requests: 287
Failed seat-event starts: 5

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 657
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 5
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 657
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 3\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.27
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5393
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 714
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 714
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:10
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.25
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5398
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 709
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 709
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:10
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 15
Scenario seed: 5673179910411321410

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 996
Passengers seated: 282/282
Average waiting ticks: 462.27
Longest waiting passenger: P21->16E(RIGHT)
Longest waiting ticks: 953

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: RIGHT:tiles13-15:occupied=3:anchor=P235:selected=P176:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 8
Regions dissolved: 1
Repeated reconstructions avoided: 8
Largest region lifetime: 9
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=9
Confirmation deferral ticks: 2
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2199
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 41
Multiple-blocker events: 20
Temporary aisle reoccupations: 81

RIGHT AISLE
-----------
Total moves: 2185
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 39
Multiple-blocker events: 16
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 99
Reservations granted: 96
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5393
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6898
Total stationary ticks: 134958
Seat-event requests: 301
Failed seat-event starts: 19

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 714
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 19
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 714
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 303\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.96
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6661
Total stationary ticks: 136880
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 528
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 528
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:10
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.97
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6655
Total stationary ticks: 136878
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 527
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 527
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:10
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 16
Scenario seed: 6658752785952583458

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 95.04%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1052
Passengers seated: 282/282
Average waiting ticks: 468.97
Longest waiting passenger: P181->4E(LEFT)
Longest waiting ticks: 999

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 14
Regions dissolved: 1
Repeated reconstructions avoided: 14
Largest region lifetime: 15
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=15
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2277
Maximum occupied tiles: 12
Seat events: 148
Single-blocker events: 45
Multiple-blocker events: 21
Temporary aisle reoccupations: 87

RIGHT AISLE
-----------
Total moves: 2045
Maximum occupied tiles: 11
Seat events: 134
Single-blocker events: 34
Multiple-blocker events: 11
Temporary aisle reoccupations: 56

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 97
Reservations granted: 97
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5574
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6655
Total stationary ticks: 136878
Seat-event requests: 291
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 527
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 527
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 291\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 4\nOccupied-space rejections: 12\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.66
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5622
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6765
Total stationary ticks: 135723
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 3\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:10
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.69
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5612
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6786
Total stationary ticks: 135730
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 574
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 574
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:10
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 17
Scenario seed: -218671498343752214

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.21%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.16%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1029
Passengers seated: 282/282
Average waiting ticks: 464.69
Longest waiting passenger: P242->27G(RIGHT)
Longest waiting ticks: 976

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 7
Last cluster decision: RIGHT:tiles13-16:occupied=3:anchor=P263:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 22
Regions dissolved: 2
Repeated reconstructions avoided: 22
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=13
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2178
Maximum occupied tiles: 12
Seat events: 137
Single-blocker events: 44
Multiple-blocker events: 14
Temporary aisle reoccupations: 72

RIGHT AISLE
-----------
Total moves: 2204
Maximum occupied tiles: 12
Seat events: 145
Single-blocker events: 38
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 96
Reservations granted: 96
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5612
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6786
Total stationary ticks: 135730
Seat-event requests: 299
Failed seat-event starts: 17

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 574
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 17
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 574
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 297\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 21\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:10
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:10
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 18
Scenario seed: -8332752414533420411

CABIN
-----
Configuration: 3-4-3
Rows: 36
Seats per row: 10
Total seats: 360
Passengers: 353
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 27.76%
Blocker-prone seat share (topology component): 60.34%
Aisle-assignment balance: 99.15%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1259
Passengers seated: 353/353
Average waiting ticks: 593.34
Longest waiting passenger: P150->11H(RIGHT)
Longest waiting ticks: 1209

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 2
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 5
Selected release potential total: 4
Last cluster decision: RIGHT:region=R3:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=18
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 3172
Maximum occupied tiles: 16
Seat events: 175
Single-blocker events: 42
Multiple-blocker events: 24
Temporary aisle reoccupations: 95

RIGHT AISLE
-----------
Total moves: 2985
Maximum occupied tiles: 13
Seat events: 178
Single-blocker events: 55
Multiple-blocker events: 26
Temporary aisle reoccupations: 113

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 152
Reservations granted: 148
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 7954
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 9621
Total stationary ticks: 216298
Seat-event requests: 380
Failed seat-event starts: 27

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 784
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 27
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 784
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 384\nPrecedence substitutions made: 5\nDependency chains followed: 6\nBlocked by waiting-row occupant: 6\nSubstituted events started: 7\nOccupied-space rejections: 36\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2347
Passengers seated: 230/235
Average waiting ticks: 400.83
Longest waiting passenger: P105->29D(RIGHT)
Longest waiting ticks: 2279

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 6
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: RIGHT:region=R3:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 1613
Regions dissolved: 2
Repeated reconstructions avoided: 1613
Largest region lifetime: 1570
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R3:age=1570:occupied=5
Confirmation deferral ticks: 6
Regions reaching confirmation: 3
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1549
State changes reopening evaluation: 3
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1708
Maximum occupied tiles: 12
Seat events: 110
Single-blocker events: 29
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1708
Reservations granted: 1708
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 4
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 6675
Longest unresolved passenger ID: 128
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 5
Longest dependency chain: P170(27E/RIGHT) -> P33(30G/RIGHT) -> P155(28G/RIGHT) -> P128(30F/RIGHT) -> P105(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 170
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 4
Total blocked ticks: 13109
Total stationary ticks: 103859
Seat-event requests: 1828
Failed seat-event starts: 1598

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 105
Critical blocker identity: P105->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 4
Critical tree size including blocker: 5
Critical tree depth: 5
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P105(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P128(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P155(28G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P33(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P170(27E/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1569
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 29
Rear-boundary failures: 1569
Middle-bank reservation failures: 0
Active-event deferrals: 562
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1826\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:10
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 394.17
Longest waiting passenger: P133->5B(LEFT)
Longest waiting ticks: 814

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 44
Regions dissolved: 2
Repeated reconstructions avoided: 44
Largest region lifetime: 34
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1717
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 142
Reservations granted: 142
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4251
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5354
Total stationary ticks: 96093
Seat-event requests: 264
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:10
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 19
Scenario seed: 5866349045608257533

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 394.17
Longest waiting passenger: P133->5B(LEFT)
Longest waiting ticks: 814

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 4
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 3
Largest detected cluster: 6
Selected release potential total: 9
Last cluster decision: LEFT:tiles13-16:occupied=3:anchor=P15:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 44
Regions dissolved: 2
Repeated reconstructions avoided: 44
Largest region lifetime: 34
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 2
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1684
Maximum occupied tiles: 13
Seat events: 120
Single-blocker events: 26
Multiple-blocker events: 20
Temporary aisle reoccupations: 73

RIGHT AISLE
-----------
Total moves: 1717
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 13
Temporary aisle reoccupations: 58

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 142
Reservations granted: 142
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4251
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5354
Total stationary ticks: 96093
Seat-event requests: 264
Failed seat-event starts: 29

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 557
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 29
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 557
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 262\nPrecedence substitutions made: 2\nDependency chains followed: 3\nBlocked by waiting-row occupant: 3\nSubstituted events started: 5\nOccupied-space rejections: 35\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.63
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4587
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5751
Total stationary ticks: 94043
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 587
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 587
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:10
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.62
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4592
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5750
Total stationary ticks: 94042
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 583
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 583
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:10
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 20
Scenario seed: 3658999535626094423

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 96.17%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 845
Passengers seated: 235/235
Average waiting ticks: 383.63
Longest waiting passenger: P59->4F(RIGHT)
Longest waiting ticks: 835

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 25
Regions dissolved: 2
Repeated reconstructions avoided: 25
Largest region lifetime: 19
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=19
Confirmation deferral ticks: 2
Regions reaching confirmation: 0
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1732
Maximum occupied tiles: 11
Seat events: 113
Single-blocker events: 37
Multiple-blocker events: 8
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1701
Maximum occupied tiles: 13
Seat events: 122
Single-blocker events: 27
Multiple-blocker events: 16
Temporary aisle reoccupations: 61

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 127
Reservations granted: 127
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4587
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5751
Total stationary ticks: 94043
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 587
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 587
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 244\nPrecedence substitutions made: 3\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 4\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:10
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:10
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 21
Scenario seed: 1778985705851435071

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.85%
Blocker-prone seat share (topology component): 66.31%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 1007
Passengers seated: 282/282
Average waiting ticks: 462.32
Longest waiting passenger: P199->4E(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 3
Cluster candidates evaluated: 2
Executable cluster candidates: 2
Rejected cluster candidates: 0
Cluster selections: 2
Cluster-selected events started: 2
Largest detected cluster: 5
Selected release potential total: 8
Last cluster decision: LEFT:tiles12-16:occupied=4:anchor=P101:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 49
Regions dissolved: 2
Repeated reconstructions avoided: 49
Largest region lifetime: 35
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R2:lifetime=35
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 1
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2228
Maximum occupied tiles: 13
Seat events: 144
Single-blocker events: 35
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

RIGHT AISLE
-----------
Total moves: 2144
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 37
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 103
Reservations granted: 103
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5798
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 7265
Total stationary ticks: 135403
Seat-event requests: 297
Failed seat-event starts: 15

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 719
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 15
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 719
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 295\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 3\nOccupied-space rejections: 18\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.84
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 13
Cluster candidates evaluated: 14
Executable cluster candidates: 1
Rejected cluster candidates: 13
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1562
State changes reopening evaluation: 12
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16258
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26140
Total stationary ticks: 153459
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1100
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:10
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.87
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1564
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16243
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26119
Total stationary ticks: 153453
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1095
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:10
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 22
Scenario seed: 4203521108576778203

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 30.14%
Blocker-prone seat share (topology component): 66.67%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2482
Passengers seated: 270/282
Average waiting ticks: 472.87
Longest waiting passenger: P277->30F(LEFT)
Longest waiting ticks: 2442

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 2
Largest detected cluster: 12
Selected release potential total: 2
Last cluster decision: LEFT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1645
Regions dissolved: 1
Repeated reconstructions avoided: 1645
Largest region lifetime: 1638
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1638:occupied=12
Confirmation deferral ticks: 4
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1564
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2166
Maximum occupied tiles: 17
Seat events: 132
Single-blocker events: 38
Multiple-blocker events: 13
Temporary aisle reoccupations: 64

RIGHT AISLE
-----------
Total moves: 2158
Maximum occupied tiles: 13
Seat events: 138
Single-blocker events: 35
Multiple-blocker events: 18
Temporary aisle reoccupations: 71

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1758
Reservations granted: 1751
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 10
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 16243
Longest unresolved passenger ID: 48
Longest unresolved row: 31
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 11
Longest dependency chain: P75(26C/LEFT) -> P144(27C/LEFT) -> P141(32A/LEFT) -> P184(26B/LEFT) -> P158(28F/LEFT) -> P226(27A/LEFT) -> P212(27B/LEFT) -> P172(32F/LEFT) -> P256(31D/LEFT) -> P227(30B/LEFT) -> P277(30F/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 75
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 10
Total blocked ticks: 26119
Total stationary ticks: 153453
Seat-event requests: 1940
Failed seat-event starts: 1670

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 277
Critical blocker identity: P277->30F(LEFT)
Direct fan-out: 1
Total indirect descendants: 10
Critical tree size including blocker: 11
Critical tree depth: 11
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 12
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P277(30F/LEFT/WAITING_FOR_SEAT_EVENT)
  P227(30B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
    P256(31D/LEFT/NEXT_AISLE_TILE_OCCUPIED)
      P172(32F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
        P212(27B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
          P226(27A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
            P158(28F/LEFT/NEXT_AISLE_TILE_OCCUPIED)
              P184(26B/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                P141(32A/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                  P144(27C/LEFT/NEXT_AISLE_TILE_OCCUPIED)
                    P75(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1669
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 2
Critical blocker required yield tiles: 31|32
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: 48
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 2
Yield-tile occupied failures: 1669
Rear-boundary failures: 1
Middle-bank reservation failures: 7
Active-event deferrals: 1095
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[48]: P48(31A/LEFT/WAITING_AT_ROW@tile31) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P48->31A(LEFT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P48{seat=31A,aisle=LEFT,state=WAITING_AT_ROW,aisleTile=31,directBlocker=-1,lastMoveTick=549,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 2
Current required yield tiles: 31|32
Current unavailable yield tiles: 31
Current yield-tile occupants: 48
Final row-event chain: 277|48
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1946\nPrecedence substitutions made: 4\nDependency chains followed: 1658\nBlocked by waiting-row occupant: 1658\nSubstituted events started: 7\nOccupied-space rejections: 1674\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:10
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:10
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 23
Scenario seed: -3947160987031988780

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-1

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.89%
Aisle-assignment balance: 97.87%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2313
Passengers seated: 230/235
Average waiting ticks: 405.99
Longest waiting passenger: P174->17F(LEFT)
Longest waiting ticks: 2271

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 3
Clusters detected: 3
Activations without intervention: 1
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 4
Selected release potential total: 3
Last cluster decision: RIGHT:tiles7-9:occupied=3:anchor=P163:result=NO_EXECUTABLE_CANDIDATE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 3
Region updates: 49
Regions dissolved: 3
Repeated reconstructions avoided: 49
Largest region lifetime: 23
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R3:lifetime=11
Confirmation deferral ticks: 4
Regions reaching confirmation: 1
Regions dissolved before confirmation: 2
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1769
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 21
Multiple-blocker events: 9
Temporary aisle reoccupations: 43

RIGHT AISLE
-----------
Total moves: 1662
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 30
Multiple-blocker events: 14
Temporary aisle reoccupations: 62

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1615
Reservations granted: 1615
Reservations denied/waited: 0
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 4
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 6610
Longest unresolved passenger ID: 206
Longest unresolved row: 26
Longest unresolved aisle: LEFT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P206(26C/LEFT) -> P29(21A/LEFT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 206
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 13157
Total stationary ticks: 100829
Seat-event requests: 1735
Failed seat-event starts: 1505

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 29
Critical blocker identity: P29->21A(LEFT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 4
Terminal WAITING_FOR_SEAT_EVENT nodes: 4
Unresolved internal passengers: 5
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P29(21A/LEFT/WAITING_FOR_SEAT_EVENT)
  P206(26C/LEFT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1505
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 3
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1505
Rear-boundary failures: 0
Middle-bank reservation failures: 0
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_SPACE_AVAILABLE
Final snapshot prerequisite: YIELD_SPACE_AVAILABLE
Current required blockers: 1
Current required yield tiles: 22
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: YIELD_SPACE_AVAILABLE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1734\nPrecedence substitutions made: 4\nDependency chains followed: 4\nBlocked by waiting-row occupant: 4\nSubstituted events started: 6\nOccupied-space rejections: 1510\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.31
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4313
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8439
Total stationary ticks: 96156
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 545
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:10
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.32
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4308
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8438
Total stationary ticks: 96155
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 546
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:10
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 24
Scenario seed: 4419539434258219231

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.62%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2333
Passengers seated: 233/235
Average waiting ticks: 387.31
Longest waiting passenger: P149->29D(RIGHT)
Longest waiting ticks: 2259

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1678
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1737
Maximum occupied tiles: 12
Seat events: 115
Single-blocker events: 24
Multiple-blocker events: 11
Temporary aisle reoccupations: 46

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1650
Reservations granted: 1646
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 1
Remaining waiting at row: 1
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4313
Longest unresolved passenger ID: 20
Longest unresolved row: 29
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 2
Longest dependency chain: P20(29C/RIGHT) -> P149(29D/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 20
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 1
Total blocked ticks: 8439
Total stationary ticks: 96156
Seat-event requests: 1764
Failed seat-event starts: 1531

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 149
Critical blocker identity: P149->29D(RIGHT)
Direct fan-out: 1
Total indirect descendants: 1
Critical tree size including blocker: 2
Critical tree depth: 2
Frozen internal components: 1
Terminal WAITING_FOR_SEAT_EVENT nodes: 1
Unresolved internal passengers: 2
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
P149(29D/RIGHT/WAITING_FOR_SEAT_EVENT)
  P20(29C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: INSUFFICIENT_REAR_YIELD_SPACE
Dominant prerequisite failure count: 1526
Critical blocker final prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Critical blocker required blockers: 2
Critical blocker required yield tiles: 30|31
Critical blocker unavailable yield tiles: 31
Critical blocker yield-tile occupants: -1
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 5
Rear-boundary failures: 1526
Middle-bank reservation failures: 4
Active-event deferrals: 545
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: REAR_BOUNDARY_LOCK
Final snapshot prerequisite: INSUFFICIENT_REAR_YIELD_SPACE
Current required blockers: 2
Current required yield tiles: 30|31
Current unavailable yield tiles: 31
Current yield-tile occupants: -1
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: INSUFFICIENT_REAR_YIELD_SPACE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 2
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1769\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 5\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2324
Passengers seated: 225/235
Average waiting ticks: 403.89
Longest waiting passenger: P83->29H(RIGHT)
Longest waiting ticks: 2280

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 11
Cluster candidates evaluated: 12
Executable cluster candidates: 1
Rejected cluster candidates: 11
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 10
Selected release potential total: 2
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1684
Regions dissolved: 1
Repeated reconstructions avoided: 1684
Largest region lifetime: 1673
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1673:occupied=10
Confirmation deferral ticks: 3
Regions reaching confirmation: 2
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 1540
State changes reopening evaluation: 10
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 38
Multiple-blocker events: 5
Temporary aisle reoccupations: 50

RIGHT AISLE
-----------
Total moves: 1823
Maximum occupied tiles: 16
Seat events: 114
Single-blocker events: 32
Multiple-blocker events: 10
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 122
Reservations granted: 120
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 8
Remaining waiting at row: 2
Remaining inside seat event: 0
Dominant blocking reason: NEXT_AISLE_TILE_OCCUPIED
Dominant blocking reason count: 12770
Longest unresolved passenger ID: 219
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 9
Longest dependency chain: P122(28F/RIGHT) -> P197(26G/RIGHT) -> P3(24H/RIGHT) -> P109(27C/RIGHT) -> P38(26C/RIGHT) -> P207(28H/RIGHT) -> P15(30H/RIGHT) -> P219(30G/RIGHT) -> P83(29H/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 122
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 8
Total blocked ticks: 20545
Total stationary ticks: 110417
Seat-event requests: 1790
Failed seat-event starts: 1565

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 83
Critical blocker identity: P83->29H(RIGHT)
Direct fan-out: 1
Total indirect descendants: 8
Critical tree size including blocker: 9
Critical tree depth: 9
Frozen internal components: 2
Terminal WAITING_FOR_SEAT_EVENT nodes: 2
Unresolved internal passengers: 10
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 1
Critical blocker tree:
P83(29H/RIGHT/WAITING_FOR_SEAT_EVENT)
  P219(30G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P15(30H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
      P207(28H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
        P38(26C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
          P109(27C/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
            P3(24H/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
              P197(26G/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
                P122(28F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1565
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 1
Critical blocker required yield tiles: 30
Critical blocker unavailable yield tiles: 30
Critical blocker yield-tile occupants: 123
Waiting-row passengers with zero blockers: 1
Waiting-row passengers with one blocker: 1
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 1565
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 677
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: ACTIVE_EVENT_TRANSIENT
Required yield occupants: 1
Trace length: 1
Yield-occupant trace: yieldOccupant[123]: P123(30D/RIGHT/WAITING_AT_ROW@tile30) -> [ACTIVE_EVENT_TRANSIENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P123->30D(RIGHT)
Terminal condition: ACTIVE_EVENT_TRANSIENT
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P123{seat=30D,aisle=RIGHT,state=WAITING_AT_ROW,aisleTile=30,directBlocker=-1,lastMoveTick=623,reason=WAITING_FOR_SEAT_EVENT,prerequisite=ANOTHER_ACTIVE_SEAT_EVENT}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: LINKED_ROW_EVENT_CHAIN
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 1
Current required yield tiles: 30
Current unavailable yield tiles: 30
Current yield-tile occupants: 123
Final row-event chain: 83|123
Final row-event chain length: 2
Distinct row events in chain: 2
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: true
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 1
Final row-event dependency chains in aircraft: 2
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1791\nPrecedence substitutions made: 0\nDependency chains followed: 1555\nBlocked by waiting-row occupant: 1555\nSubstituted events started: 1\nOccupied-space rejections: 1566\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:10
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 891
Passengers seated: 235/235
Average waiting ticks: 391.23
Longest waiting passenger: P122->28F(RIGHT)
Longest waiting ticks: 823

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 37
Multiple-blocker events: 6
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 1846
Maximum occupied tiles: 12
Seat events: 124
Single-blocker events: 37
Multiple-blocker events: 12
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 123
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4149
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5109
Total stationary ticks: 95294
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 493
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 493
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:10
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 25
Scenario seed: 6293055855285553556

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 32.77%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 94.47%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 891
Passengers seated: 235/235
Average waiting ticks: 391.23
Longest waiting passenger: P122->28F(RIGHT)
Longest waiting ticks: 823

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 1
Executable cluster candidates: 1
Rejected cluster candidates: 0
Cluster selections: 1
Cluster-selected events started: 1
Largest detected cluster: 3
Selected release potential total: 2
Last cluster decision: LEFT:tiles8-10:occupied=3:anchor=P58:selected=P45:directReleases=0:releasePotential=2

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 12
Regions dissolved: 1
Repeated reconstructions avoided: 12
Largest region lifetime: 13
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=13
Confirmation deferral ticks: 1
Regions reaching confirmation: 1
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1568
Maximum occupied tiles: 12
Seat events: 111
Single-blocker events: 37
Multiple-blocker events: 6
Temporary aisle reoccupations: 51

RIGHT AISLE
-----------
Total moves: 1846
Maximum occupied tiles: 12
Seat events: 124
Single-blocker events: 37
Multiple-blocker events: 12
Temporary aisle reoccupations: 66

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 125
Reservations granted: 123
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4149
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5109
Total stationary ticks: 95294
Seat-event requests: 244
Failed seat-event starts: 9

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 493
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 9
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 493
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 1\nOccupied-space rejections: 10\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.29
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5689
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 593
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 593
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:10
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.30
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5694
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 595
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 595
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:10
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 26
Scenario seed: -9074491549561652642

CABIN
-----
Configuration: 3-3-3
Rows: 32
Seats per row: 9
Total seats: 288
Passengers: 282
Occupancy: 98%
Entry headway range: 0-0

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 31.56%
Blocker-prone seat share (topology component): 67.02%
Aisle-assignment balance: 99.29%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 989
Passengers seated: 282/282
Average waiting ticks: 460.29
Longest waiting passenger: P129->11D(LEFT)
Longest waiting ticks: 954

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 2133
Maximum occupied tiles: 12
Seat events: 142
Single-blocker events: 48
Multiple-blocker events: 11
Temporary aisle reoccupations: 70

RIGHT AISLE
-----------
Total moves: 2221
Maximum occupied tiles: 13
Seat events: 140
Single-blocker events: 42
Multiple-blocker events: 9
Temporary aisle reoccupations: 60

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 98
Reservations granted: 94
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 5689
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 6912
Total stationary ticks: 134633
Seat-event requests: 288
Failed seat-event starts: 6

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 593
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 6
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 593
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 292\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 1\nOccupied-space rejections: 6\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:10
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:10
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 27
Scenario seed: -9036946652584501975

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 74.47%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: STALL_DETECTED
Completed ticks: 2336
Passengers seated: 229/235
Average waiting ticks: 417.88
Longest waiting passenger: P71->8C(RIGHT)
Longest waiting ticks: 2318

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 2
Clusters detected: 2
Activations without intervention: 1
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 3
Selected release potential total: 0
Last cluster decision: RIGHT:region=R2:result=UNCHANGED_NEGATIVE_EVALUATION_SUPPRESSED

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 2
Region updates: 1532
Regions dissolved: 1
Repeated reconstructions avoided: 1532
Largest region lifetime: 1521
Maximum simultaneous active regions: 1
Regions active at termination: 1
Last lifecycle event: UPDATE:R2:age=1521:occupied=3
Confirmation deferral ticks: 3
Regions reaching confirmation: 1
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 1518
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1681
Maximum occupied tiles: 12
Seat events: 117
Single-blocker events: 32
Multiple-blocker events: 11
Temporary aisle reoccupations: 57

RIGHT AISLE
-----------
Total moves: 1689
Maximum occupied tiles: 11
Seat events: 112
Single-blocker events: 29
Multiple-blocker events: 15
Temporary aisle reoccupations: 67

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 1651
Reservations granted: 1647
Reservations denied/waited: 4
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: true
Ticks without new seated passenger: 1500
Remaining waiting to enter: 0
Remaining moving in aisle: 3
Remaining waiting at row: 3
Remaining inside seat event: 0
Dominant blocking reason: WAITING_FOR_SEAT_EVENT
Dominant blocking reason count: 5160
Longest unresolved passenger ID: 129
Longest unresolved row: 30
Longest unresolved aisle: RIGHT

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 3
Longest dependency chain: P186(15F/RIGHT) -> P92(30F/RIGHT) -> P71(8C/RIGHT) -> [WAITING_FOR_SEAT_EVENT]
Dependency root passenger ID: 186
Dependency terminal reason: WAITING_FOR_SEAT_EVENT
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 3
Total blocked ticks: 14019
Total stationary ticks: 105901
Seat-event requests: 1762
Failed seat-event starts: 1533

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: 71
Critical blocker identity: P71->8C(RIGHT)
Direct fan-out: 1
Total indirect descendants: 2
Critical tree size including blocker: 3
Critical tree depth: 3
Frozen internal components: 3
Terminal WAITING_FOR_SEAT_EVENT nodes: 3
Unresolved internal passengers: 6
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 3
Critical blocker tree:
P71(8C/RIGHT/WAITING_FOR_SEAT_EVENT)
  P92(30F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)
    P186(15F/RIGHT/NEXT_AISLE_TILE_OCCUPIED)

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: YIELD_TILE_OCCUPIED
Dominant prerequisite failure count: 1533
Critical blocker final prerequisite: YIELD_TILE_OCCUPIED
Critical blocker required blockers: 3
Critical blocker required yield tiles: 9|10|11
Critical blocker unavailable yield tiles: 11
Critical blocker yield-tile occupants: 129
Waiting-row passengers with zero blockers: 2
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 1
Yield-tile occupied failures: 1533
Rear-boundary failures: 0
Middle-bank reservation failures: 4
Active-event deferrals: 512
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: OPEN_CHAIN_TO_ROW_EVENT
Required yield occupants: 1
Trace length: 2
Yield-occupant trace: yieldOccupant[129]: P129(30C/RIGHT/MOVING_IN_AISLE@tile11) -> P78(12H/RIGHT/WAITING_AT_ROW@tile12) -> [OPEN_CHAIN_TO_ROW_EVENT]
Cycle detected: false
Cycle members: NONE
Terminal passenger: P78->12H(RIGHT)
Terminal condition: OPEN_CHAIN_TO_ROW_EVENT
Distinct row-event terminals: 1
All yield occupants in same frozen component: true
Final stable prerequisite: YIELD_TILE_OCCUPIED
Yield-occupant details: P129{seat=30C,aisle=RIGHT,state=MOVING_IN_AISLE,aisleTile=11,directBlocker=78,lastMoveTick=815,reason=NEXT_AISLE_TILE_OCCUPIED,prerequisite=NONE}

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: YIELD_TILE_OCCUPIED_BY_MOVING_PASSENGER
Final snapshot prerequisite: YIELD_TILE_OCCUPIED
Current required blockers: 3
Current required yield tiles: 9|10|11
Current unavailable yield tiles: 11
Current yield-tile occupants: 129
Final row-event chain: 71|129|78
Final row-event chain length: 3
Distinct row events in chain: 3
Final terminal condition: ANOTHER_WAITING_ROW_PASSENGER
One empty tile would start event: false
One-tile-earlier hold would preserve space: true
Simultaneous empty tiles required: 3
Final row-event dependency chains in aircraft: 1
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 1766\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 1534\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4304
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5385
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:10
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4303
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5384
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:10
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 28
Scenario seed: 3854657311787069719

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 33.19%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 99.57%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 846
Passengers seated: 235/235
Average waiting ticks: 387.29
Longest waiting passenger: P209->24H(RIGHT)
Longest waiting ticks: 791

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 17
Regions dissolved: 1
Repeated reconstructions avoided: 17
Largest region lifetime: 18
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=18
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1630
Maximum occupied tiles: 11
Seat events: 117
Single-blocker events: 29
Multiple-blocker events: 8
Temporary aisle reoccupations: 46

RIGHT AISLE
-----------
Total moves: 1792
Maximum occupied tiles: 12
Seat events: 118
Single-blocker events: 34
Multiple-blocker events: 15
Temporary aisle reoccupations: 68

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 130
Reservations granted: 128
Reservations denied/waited: 2
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4304
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5385
Total stationary ticks: 94620
Seat-event requests: 248
Failed seat-event starts: 13

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 509
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 13
Rear-boundary failures: 0
Middle-bank reservation failures: 2
Active-event deferrals: 509
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 250\nPrecedence substitutions made: 1\nDependency chains followed: 1\nBlocked by waiting-row occupant: 1\nSubstituted events started: 2\nOccupied-space rejections: 14\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:10
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:10
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 29
Scenario seed: -4567754299527007339

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-2

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 91.06%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 902
Passengers seated: 235/235
Average waiting ticks: 390.21
Longest waiting passenger: P72->10D(LEFT)
Longest waiting ticks: 865

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 1
Clusters detected: 1
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: LEFT:region=R1:age=1:result=AWAITING_LIFECYCLE_CONFIRMATION

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 1
Region updates: 21
Regions dissolved: 1
Repeated reconstructions avoided: 21
Largest region lifetime: 22
Maximum simultaneous active regions: 1
Regions active at termination: 0
Last lifecycle event: DISSOLVE:R1:lifetime=22
Confirmation deferral ticks: 1
Regions reaching confirmation: 0
Regions dissolved before confirmation: 1
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1777
Maximum occupied tiles: 11
Seat events: 128
Single-blocker events: 25
Multiple-blocker events: 19
Temporary aisle reoccupations: 68

RIGHT AISLE
-----------
Total moves: 1611
Maximum occupied tiles: 11
Seat events: 107
Single-blocker events: 31
Multiple-blocker events: 4
Temporary aisle reoccupations: 39

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 128
Reservations granted: 125
Reservations denied/waited: 3
Simultaneous opposite-aisle conflicts: 0

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 4209
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5267
Total stationary ticks: 95173
Seat-event requests: 242
Failed seat-event starts: 7

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 540
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 7
Rear-boundary failures: 0
Middle-bank reservation failures: 3
Active-event deferrals: 540
Simultaneous arbitration losses: 0

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 245\nPrecedence substitutions made: 2\nDependency chains followed: 2\nBlocked by waiting-row occupant: 2\nSubstituted events started: 2\nOccupied-space rejections: 9\nMaximum scheduling-chain depth: 2\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:10
Experiment mode: STANDARD_DETERMINISTIC_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: STANDARD_DETERMINISTIC_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: STANDARD_DETERMINISTIC_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:10
Experiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_RISK_DISPERSION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_RISK_DISPERSION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
============================================================
Date/Time: 2026-07-18 21:52:10
Experiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Frozen architecture enabled: true
Experiment seed: 9783790101901
Scenario number: 30
Scenario seed: 3367915316291643157

CABIN
-----
Configuration: 2-4-2
Rows: 30
Seats per row: 8
Total seats: 240
Passengers: 235
Occupancy: 98%
Entry headway range: 1-3

DATASET CHARACTERISTICS
-----------------------
Dataset family: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET
Row-zone concentration (diagnostic control): 34.04%
Blocker-prone seat share (topology component): 75.32%
Aisle-assignment balance: 98.72%

OUTCOME
-------
Status: SUCCESS
Completed ticks: 869
Passengers seated: 235/235
Average waiting ticks: 394.64
Longest waiting passenger: P74->3A(LEFT)
Longest waiting ticks: 817

ROW-BOUNDED CONGESTION CLUSTERING
----------------------------------
Dependency regions detected: 0
Clusters detected: 0
Activations without intervention: 0
Cluster candidates evaluated: 0
Executable cluster candidates: 0
Rejected cluster candidates: 0
Cluster selections: 0
Cluster-selected events started: 0
Largest detected cluster: 0
Selected release potential total: 0
Last cluster decision: NONE

REACTIVE REGION LIFECYCLE
-------------------------
Regions created: 0
Region updates: 0
Regions dissolved: 0
Repeated reconstructions avoided: 0
Largest region lifetime: 0
Maximum simultaneous active regions: 0
Regions active at termination: 0
Last lifecycle event: NONE
Confirmation deferral ticks: 0
Regions reaching confirmation: 0
Regions dissolved before confirmation: 0
Unchanged-state evaluations suppressed: 0
State changes reopening evaluation: 0
Region priority competitions: 0
Regions ranked: 0
Hierarchical selections: 0
Lower-priority evaluations deferred: 0
Highest selected priority score: 0
Left/right priority wins: 0/0
Priority ties: 0
Last priority decision: NONE

LEFT AISLE
----------
Total moves: 1723
Maximum occupied tiles: 11
Seat events: 119
Single-blocker events: 29
Multiple-blocker events: 14
Temporary aisle reoccupations: 61

RIGHT AISLE
-----------
Total moves: 1665
Maximum occupied tiles: 11
Seat events: 116
Single-blocker events: 30
Multiple-blocker events: 12
Temporary aisle reoccupations: 55

MIDDLE-BANK COORDINATION
------------------------
Reservation requests: 131
Reservations granted: 124
Reservations denied/waited: 7
Simultaneous opposite-aisle conflicts: 1

STALL DIAGNOSTICS
-----------------
Stall detected: false
Ticks without new seated passenger: 0
Remaining waiting to enter: 0
Remaining moving in aisle: 0
Remaining waiting at row: 0
Remaining inside seat event: 0
Dominant blocking reason: ACTIVE_SEAT_EVENT_AHEAD
Dominant blocking reason count: 3914
Longest unresolved passenger ID: -1
Longest unresolved row: -1
Longest unresolved aisle: 

DEPENDENCY-CHAIN ANALYSIS
-------------------------
Longest dependency-chain length: 0
Longest dependency chain: NONE
Dependency root passenger ID: -1
Dependency terminal reason: NO_PASSENGER
Passengers indirectly affected by root: 0
Passengers with a direct blocker: 0
Total blocked ticks: 5047
Total stationary ticks: 95938
Seat-event requests: 243
Failed seat-event starts: 8

DEPENDENCY FAN-OUT / CRITICAL-BLOCKER TREE
-----------------------------------------
Critical blocker passenger ID: -1
Critical blocker identity: NONE
Direct fan-out: 0
Total indirect descendants: 0
Critical tree size including blocker: 0
Critical tree depth: 0
Frozen internal components: 0
Terminal WAITING_FOR_SEAT_EVENT nodes: 0
Unresolved internal passengers: 0
Unresolved outside passengers: 0
Unresolved internal passengers outside critical tree: 0
Critical blocker tree:
NONE

SEAT-EVENT PREREQUISITE ANALYSIS
--------------------------------
Dominant prerequisite failure: ANOTHER_ACTIVE_SEAT_EVENT
Dominant prerequisite failure count: 572
Critical blocker final prerequisite: NONE
Critical blocker required blockers: 0
Critical blocker required yield tiles: NONE
Critical blocker unavailable yield tiles: NONE
Critical blocker yield-tile occupants: NONE
Waiting-row passengers with zero blockers: 0
Waiting-row passengers with one blocker: 0
Waiting-row passengers with multiple blockers: 0
Yield-tile occupied failures: 8
Rear-boundary failures: 0
Middle-bank reservation failures: 7
Active-event deferrals: 572
Simultaneous arbitration losses: 1

YIELD-TILE OCCUPANT TRACE / CYCLE ANALYSIS
-----------------------------------------
Yield dependency classification: NO_YIELD_OCCUPANT
Required yield occupants: 0
Trace length: 0
Yield-occupant trace: NONE
Cycle detected: false
Cycle members: NONE
Terminal passenger: NONE
Terminal condition: NONE
Distinct row-event terminals: 0
All yield occupants in same frozen component: true
Final stable prerequisite: NONE
Yield-occupant details: NONE

FINAL STABLE ROW-EVENT DEPENDENCY ANALYSIS
------------------------------------------
Final snapshot dependency type: STALE_OR_DISCONNECTED_REFERENCE
Final snapshot prerequisite: STALE_OR_DISCONNECTED_REFERENCE
Current required blockers: 0
Current required yield tiles: NONE
Current unavailable yield tiles: NONE
Current yield-tile occupants: NONE
Final row-event chain: NONE
Final row-event chain length: 0
Distinct row events in chain: 0
Final terminal condition: STALE_OR_DISCONNECTED_REFERENCE
One empty tile would start event: false
One-tile-earlier hold would preserve space: false
Simultaneous empty tiles required: 0
Final row-event dependency chains in aircraft: 0
Active event exists at stall: false
Reservation conflict exists at stall: false

DEPENDENCY-AWARE SCHEDULER EVIDENCE\n---------------------------------------\nExperiment mode: FINAL_TWO_ROW_SAME_ROW_PRESERVATION_DATASET\nDeterministic replay mode: true\nNormal candidates examined: 251\nPrecedence substitutions made: 0\nDependency chains followed: 0\nBlocked by waiting-row occupant: 0\nSubstituted events started: 0\nOccupied-space rejections: 8\nMaximum scheduling-chain depth: 0\n============================================================\n

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BATCH EXPERIMENT SUMMARY
RESEARCH EXPERIMENT 72
FINAL ARCHITECTURE DIAGRAM
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Experiment seed: 9783790101901
Scenarios executed: 90
Successful completions: 66
Incomplete/MAX_TICKS: 24
Average completed ticks: 1367.00
Average waiting ticks: 460.14
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